From 84b0eca465584cca3870ed4ade4ed85485d47898 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Wed, 17 Jul 2024 15:14:43 +0200 Subject: [PATCH 001/186] Bump version --- Cargo.lock | 262 ++++++++++++++++++++++++++++++++++++++++++++++---- Cargo.toml | 1 + src/commit.rs | 6 +- src/lib.rs | 1 + src/model.rs | 14 +++ src/ollama.rs | 21 ++++ src/openai.rs | 15 +-- 7 files changed, 284 insertions(+), 36 deletions(-) create mode 100644 src/ollama.rs diff --git a/Cargo.lock b/Cargo.lock index ffc72c3d..0aa67baf 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -69,12 +69,12 @@ checksum = "dea5c9223f84965c603fd58c4c9ddcd1907efb2e54acf6fb47039358cd374df4" dependencies = [ "async-convert", "backoff", - "base64", + "base64 0.21.7", "bytes", "derive_builder", "futures", "rand", - "reqwest", + "reqwest 0.11.27", "reqwest-eventsource", "secrecy", "serde", @@ -149,6 +149,12 @@ version = "0.21.7" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "9d297deb1925b89f2ccc13d7635fa0714f12c87adce1c75356b39ca9b7178567" +[[package]] +name = "base64" +version = "0.22.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6" + [[package]] name = "bit-set" version = "0.5.3" @@ -588,7 +594,7 @@ checksum = "40ecd4077b5ae9fd2e9e169b102c6c330d0605168eb0e8bf79952b256dbefffd" [[package]] name = "git-ai" -version = "0.2.5" +version = "0.2.6" dependencies = [ "anyhow", "async-openai", @@ -603,8 +609,9 @@ dependencies = [ "indicatif", "lazy_static", "log", + "ollama-rs", "rand", - "reqwest", + "reqwest 0.11.27", "serde", "serde_derive", "serde_ini", @@ -640,7 +647,7 @@ dependencies = [ "futures-core", "futures-sink", "futures-util", - "http", + "http 0.2.12", "indexmap", "slab", "tokio", @@ -707,6 +714,17 @@ dependencies = [ "itoa", ] +[[package]] +name = "http" +version = "1.1.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "21b9ddb458710bc376481b842f5da65cdf31522de232c1ca8146abce2a358258" +dependencies = [ + "bytes", + "fnv", + "itoa", +] + [[package]] name = "http-body" version = "0.4.6" @@ -714,7 +732,30 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "7ceab25649e9960c0311ea418d17bee82c0dcec1bd053b5f9a66e265a693bed2" dependencies = [ "bytes", - "http", + "http 0.2.12", + "pin-project-lite", +] + +[[package]] +name = "http-body" +version = "1.0.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1efedce1fb8e6913f23e0c92de8e62cd5b772a67e7b3946df930a62566c93184" +dependencies = [ + "bytes", + "http 1.1.0", +] + +[[package]] +name = "http-body-util" +version = "0.1.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "793429d76616a256bcb62c2a2ec2bed781c8307e797e2598c50010f2bee2544f" +dependencies = [ + "bytes", + "futures-util", + "http 1.1.0", + "http-body 1.0.1", "pin-project-lite", ] @@ -741,8 +782,8 @@ dependencies = [ "futures-core", "futures-util", "h2", - "http", - "http-body", + "http 0.2.12", + "http-body 0.4.6", "httparse", "httpdate", "itoa", @@ -754,6 +795,25 @@ dependencies = [ "want", ] +[[package]] +name = "hyper" +version = "1.4.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "50dfd22e0e76d0f662d429a5f80fcaf3855009297eab6a0a9f8543834744ba05" +dependencies = [ + "bytes", + "futures-channel", + "futures-util", + "http 1.1.0", + "http-body 1.0.1", + "httparse", + "itoa", + "pin-project-lite", + "smallvec", + "tokio", + "want", +] + [[package]] name = "hyper-tls" version = "0.5.0" @@ -761,10 +821,46 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "d6183ddfa99b85da61a140bea0efc93fdf56ceaa041b37d553518030827f9905" dependencies = [ "bytes", - "hyper", + "hyper 0.14.28", + "native-tls", + "tokio", + "tokio-native-tls", +] + +[[package]] +name = "hyper-tls" +version = "0.6.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "70206fc6890eaca9fde8a0bf71caa2ddfc9fe045ac9e5c70df101a7dbde866e0" +dependencies = [ + "bytes", + "http-body-util", + "hyper 1.4.1", + "hyper-util", "native-tls", "tokio", "tokio-native-tls", + "tower-service", +] + +[[package]] +name = "hyper-util" +version = "0.1.6" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "3ab92f4f49ee4fb4f997c784b7a2e0fa70050211e0b6a287f898c3c9785ca956" +dependencies = [ + "bytes", + "futures-channel", + "futures-util", + "http 1.1.0", + "http-body 1.0.1", + "hyper 1.4.1", + "pin-project-lite", + "socket2", + "tokio", + "tower", + "tower-service", + "tracing", ] [[package]] @@ -1014,6 +1110,20 @@ dependencies = [ "memchr", ] +[[package]] +name = "ollama-rs" +version = "0.2.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "255252ec57e13d2d6ae074c7b7cd8c004d17dafb1e03f954ba2fd5cc226f8f49" +dependencies = [ + "async-trait", + "log", + "reqwest 0.12.5", + "serde", + "serde_json", + "url", +] + [[package]] name = "once_cell" version = "1.19.0" @@ -1109,6 +1219,26 @@ version = "2.3.1" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "e3148f5046208a5d56bcfc03053e3ca6334e51da8dfb19b6cdc8b306fae3283e" +[[package]] +name = "pin-project" +version = "1.1.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "b6bf43b791c5b9e34c3d182969b4abb522f9343702850a2e57f460d00d09b4b3" +dependencies = [ + "pin-project-internal", +] + +[[package]] +name = "pin-project-internal" +version = "1.1.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "2f38a4412a78282e09a2cf38d195ea5420d15ba0602cb375210efbc877243965" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.66", +] + [[package]] name = "pin-project-lite" version = "0.2.14" @@ -1255,16 +1385,16 @@ version = "0.11.27" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "dd67538700a17451e7cba03ac727fb961abb7607553461627b97de0b89cf4a62" dependencies = [ - "base64", + "base64 0.21.7", "bytes", "encoding_rs", "futures-core", "futures-util", "h2", - "http", - "http-body", - "hyper", - "hyper-tls", + "http 0.2.12", + "http-body 0.4.6", + "hyper 0.14.28", + "hyper-tls 0.5.0", "ipnet", "js-sys", "log", @@ -1274,11 +1404,11 @@ dependencies = [ "once_cell", "percent-encoding", "pin-project-lite", - "rustls-pemfile", + "rustls-pemfile 1.0.4", "serde", "serde_json", "serde_urlencoded", - "sync_wrapper", + "sync_wrapper 0.1.2", "system-configuration", "tokio", "tokio-native-tls", @@ -1289,7 +1419,46 @@ dependencies = [ "wasm-bindgen-futures", "wasm-streams", "web-sys", - "winreg", + "winreg 0.50.0", +] + +[[package]] +name = "reqwest" +version = "0.12.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c7d6d2a27d57148378eb5e111173f4276ad26340ecc5c49a4a2152167a2d6a37" +dependencies = [ + "base64 0.22.1", + "bytes", + "futures-core", + "futures-util", + "http 1.1.0", + "http-body 1.0.1", + "http-body-util", + "hyper 1.4.1", + "hyper-tls 0.6.0", + "hyper-util", + "ipnet", + "js-sys", + "log", + "mime", + "native-tls", + "once_cell", + "percent-encoding", + "pin-project-lite", + "rustls-pemfile 2.1.2", + "serde", + "serde_json", + "serde_urlencoded", + "sync_wrapper 1.0.1", + "tokio", + "tokio-native-tls", + "tower-service", + "url", + "wasm-bindgen", + "wasm-bindgen-futures", + "web-sys", + "winreg 0.52.0", ] [[package]] @@ -1304,7 +1473,7 @@ dependencies = [ "mime", "nom", "pin-project-lite", - "reqwest", + "reqwest 0.11.27", "thiserror", ] @@ -1355,9 +1524,25 @@ version = "1.0.4" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "1c74cae0a4cf6ccbbf5f359f08efdf8ee7e1dc532573bf0db71968cb56b1448c" dependencies = [ - "base64", + "base64 0.21.7", +] + +[[package]] +name = "rustls-pemfile" +version = "2.1.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "29993a25686778eb88d4189742cd713c9bce943bc54251a33509dc63cbacf73d" +dependencies = [ + "base64 0.22.1", + "rustls-pki-types", ] +[[package]] +name = "rustls-pki-types" +version = "1.7.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "976295e77ce332211c0d24d92c0e83e50f5c5f046d11082cea19f3df13a3562d" + [[package]] name = "ryu" version = "1.0.18" @@ -1555,6 +1740,12 @@ version = "0.1.2" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "2047c6ded9c721764247e62cd3b03c09ffc529b2ba5b10ec482ae507a4a70160" +[[package]] +name = "sync_wrapper" +version = "1.0.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a7065abeca94b6a8a577f9bd45aa0867a2238b74e8eb67cf10d492bc39351394" + [[package]] name = "system-configuration" version = "0.5.1" @@ -1624,7 +1815,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "c314e7ce51440f9e8f5a497394682a57b7c323d0f4d0a6b1b13c429056e0e234" dependencies = [ "anyhow", - "base64", + "base64 0.21.7", "bstr", "fancy-regex", "lazy_static", @@ -1709,6 +1900,27 @@ dependencies = [ "tokio", ] +[[package]] +name = "tower" +version = "0.4.13" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "b8fa9be0de6cf49e536ce1851f987bd21a43b771b09473c3549a6c853db37c1c" +dependencies = [ + "futures-core", + "futures-util", + "pin-project", + "pin-project-lite", + "tokio", + "tower-layer", + "tower-service", +] + +[[package]] +name = "tower-layer" +version = "0.3.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c20c8dbed6283a09604c3e69b4b7eeb54e298b8a600d4d5ecb5ad39de609f1d0" + [[package]] name = "tower-service" version = "0.3.2" @@ -2104,6 +2316,16 @@ dependencies = [ "windows-sys 0.48.0", ] +[[package]] +name = "winreg" +version = "0.52.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a277a57398d4bfa075df44f501a17cfdf8542d224f0d36095a2adc7aee4ef0a5" +dependencies = [ + "cfg-if", + "windows-sys 0.48.0", +] + [[package]] name = "zeroize" version = "1.8.1" diff --git a/Cargo.toml b/Cargo.toml index 7199cc3b..9669730b 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -41,6 +41,7 @@ structopt = "0.3.26" thiserror = "1.0.61" tokio = { version = "1.38.0", features = ["rt-multi-thread"] } tiktoken-rs = { version = "0.5.9" } +ollama-rs = "0.2.0" [dev-dependencies] tempfile = "3.10.1" diff --git a/src/commit.rs b/src/commit.rs index eb3a87d1..efc9be39 100644 --- a/src/commit.rs +++ b/src/commit.rs @@ -1,7 +1,7 @@ use anyhow::{bail, Result}; use crate::{config, openai}; -use crate::model::Model; +use crate::model::{Model, Request, Response}; fn instruction() -> String { format!("You are an AI assistant that generates concise and meaningful git commit messages based on provided diffs. Please adhere to the following guidelines: @@ -26,12 +26,12 @@ pub fn token_used(model: &Model) -> Result { model.count_tokens(&instruction()) } -pub async fn generate(diff: String, max_tokens: usize, model: Model) -> Result { +pub async fn generate(diff: String, max_tokens: usize, model: Model) -> Result { if max_tokens == 0 { bail!("Max can't be zero (2)") } - let request = openai::Request { + let request = Request { system: instruction(), prompt: diff, max_tokens, diff --git a/src/lib.rs b/src/lib.rs index 99d76f04..20f7c4d1 100644 --- a/src/lib.rs +++ b/src/lib.rs @@ -5,3 +5,4 @@ pub mod style; pub mod model; pub mod filesystem; pub mod openai; +pub mod ollama; diff --git a/src/model.rs b/src/model.rs index f3bd1833..378ee520 100644 --- a/src/model.rs +++ b/src/model.rs @@ -11,6 +11,20 @@ const GPT4: &str = "gpt-4"; const GPT4O: &str = "gpt-4o"; const GPT4_TURBO: &str = "gpt-4-turbo-preview"; + +#[derive(Debug, Clone, PartialEq)] +pub struct Response { + pub response: String +} + +#[derive(Debug, Clone, PartialEq)] +pub struct Request { + pub prompt: String, + pub system: String, + pub max_tokens: usize, + pub model: Model +} + #[derive(Debug, PartialEq, Eq, Hash, Copy, Clone, Serialize, Deserialize, Default)] pub enum Model { GPT4, diff --git a/src/ollama.rs b/src/ollama.rs new file mode 100644 index 00000000..2262755c --- /dev/null +++ b/src/ollama.rs @@ -0,0 +1,21 @@ +use anyhow::Result; +use ollama_rs::generation::completion::request::GenerationRequest; +use ollama_rs::generation::options::GenerationOptions; +use ollama_rs::Ollama; + +use crate::model::{Request, Response}; + +pub async fn call(request: Request) -> Result { + let ollama = Ollama::default(); + + let model = request.model.to_string(); + let prompt = format!("{}: {}", request.system, request.prompt); + + let options = GenerationOptions::default(); + + let generation_request = GenerationRequest::new(model, prompt).options(options); + + let res = ollama.generate(generation_request).await?; + + Ok(Response { response: res.response }) +} diff --git a/src/openai.rs b/src/openai.rs index da32850f..67206910 100644 --- a/src/openai.rs +++ b/src/openai.rs @@ -4,20 +4,9 @@ use async_openai::Client; use anyhow::{Context, Result}; use crate::config; -use crate::model::Model; +use crate::model::Response; +use crate::model::Request; -#[derive(Debug, Clone, PartialEq)] -pub struct Response { - pub response: String -} - -#[derive(Debug, Clone, PartialEq)] -pub struct Request { - pub prompt: String, - pub system: String, - pub max_tokens: usize, - pub model: Model -} pub async fn call(request: Request) -> Result { let api_key = config::APP From af1a7a21ea642c7fd6df40d8be2340fea254d84e Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Wed, 17 Jul 2024 15:15:31 +0200 Subject: [PATCH 002/186] Bump version --- src/commit.rs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/commit.rs b/src/commit.rs index efc9be39..b4738761 100644 --- a/src/commit.rs +++ b/src/commit.rs @@ -38,5 +38,5 @@ pub async fn generate(diff: String, max_tokens: usize, model: Model) -> Result Date: Wed, 17 Jul 2024 16:07:38 +0200 Subject: [PATCH 003/186] Add debug logging to hook.rs and commit.rs. Update model.rs to handle max tokens correctly. --- src/bin/hook.rs | 6 ++++++ src/commit.rs | 2 +- src/model.rs | 12 +++++++++--- 3 files changed, 16 insertions(+), 4 deletions(-) diff --git a/src/bin/hook.rs b/src/bin/hook.rs index 1147b25f..c2c9f80d 100644 --- a/src/bin/hook.rs +++ b/src/bin/hook.rs @@ -97,6 +97,12 @@ impl Args { .and_then(|obj| obj.peel_to_tree().ok()), }; + log::debug!("Tree: {:?}", tree); + log::debug!("Remaining tokens: {}", remaining_tokens); + if remaining_tokens == 0 { + bail!("Max tokens can't be zero (1)"); + } + let patch = repo .to_patch(tree, remaining_tokens, model) .context("Failed to get patch")?; diff --git a/src/commit.rs b/src/commit.rs index b4738761..04feb995 100644 --- a/src/commit.rs +++ b/src/commit.rs @@ -1,6 +1,6 @@ use anyhow::{bail, Result}; -use crate::{config, openai}; +use crate::{config, openai, ollama}; use crate::model::{Model, Request, Response}; fn instruction() -> String { diff --git a/src/model.rs b/src/model.rs index 378ee520..c007fd03 100644 --- a/src/model.rs +++ b/src/model.rs @@ -10,6 +10,7 @@ use tiktoken_rs::model::get_context_size; const GPT4: &str = "gpt-4"; const GPT4O: &str = "gpt-4o"; const GPT4_TURBO: &str = "gpt-4-turbo-preview"; +const LLAMA3: &str = "llama3"; #[derive(Debug, Clone, PartialEq)] @@ -30,15 +31,18 @@ pub enum Model { GPT4, #[default] GPT4o, - GPT4Turbo + GPT4Turbo, + Llama3 } impl Model { pub fn count_tokens(&self, text: &str) -> Result { + let max_tokens = get_completion_max_tokens(self.into(), text).unwrap_or(8192); + Ok( self .context_size() - .saturating_sub(get_completion_max_tokens(self.into(), text)?) + .saturating_sub(max_tokens) ) } @@ -75,7 +79,8 @@ impl From<&Model> for &str { match model { Model::GPT4o => GPT4O, Model::GPT4 => GPT4, - Model::GPT4Turbo => GPT4_TURBO + Model::GPT4Turbo => GPT4_TURBO, + Model::Llama3 => LLAMA3 } } } @@ -88,6 +93,7 @@ impl FromStr for Model { GPT4O => Ok(Model::GPT4o), GPT4 => Ok(Model::GPT4), GPT4_TURBO => Ok(Model::GPT4Turbo), + LLAMA3 => Ok(Model::Llama3), model => bail!("Invalid model: {}", model) } } From 3a469ed9741c736f6431acf2bdf0e17ba5850173 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Wed, 17 Jul 2024 16:09:45 +0200 Subject: [PATCH 004/186] Add debug logging to commit.rs. --- src/commit.rs | 1 + 1 file changed, 1 insertion(+) diff --git a/src/commit.rs b/src/commit.rs index 04feb995..e93df005 100644 --- a/src/commit.rs +++ b/src/commit.rs @@ -11,6 +11,7 @@ fn instruction() -> String { - Consistency: Maintain uniformity in tense, punctuation, and capitalization. - Accuracy: Ensure the message accurately reflects the changes and their purpose. - Present tense, imperative mood. (e.g., 'Add x to y' instead of 'Added x to y') + - One commit message in return, i.e; 'Add debug logging to hook.rs and commit.rs' - Max {} chars in the output ## Output: From f5e51e0ed8f33dd809a59055d43effa4c2a44283 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Wed, 17 Jul 2024 16:10:52 +0200 Subject: [PATCH 005/186] Update model logic in src/model.rs --- src/model.rs | 1 - 1 file changed, 1 deletion(-) diff --git a/src/model.rs b/src/model.rs index c007fd03..96e94227 100644 --- a/src/model.rs +++ b/src/model.rs @@ -12,7 +12,6 @@ const GPT4O: &str = "gpt-4o"; const GPT4_TURBO: &str = "gpt-4-turbo-preview"; const LLAMA3: &str = "llama3"; - #[derive(Debug, Clone, PartialEq)] pub struct Response { pub response: String From 5ba9f275005cc091814e6b4264cdacb0fdf7fad6 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Wed, 17 Jul 2024 16:12:12 +0200 Subject: [PATCH 006/186] Add whitespace and heuristic settings to hook.rs configuration. --- src/hook.rs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/hook.rs b/src/hook.rs index 4fc3fe29..eda50fc8 100644 --- a/src/hook.rs +++ b/src/hook.rs @@ -166,7 +166,7 @@ impl PatchRepository for Repository { .ignore_submodules(true) .include_ignored(false) .interhunk_lines(0) - .context_lines(0) + .context_lines(5) .patience(true) .minimal(true); From 294e2ce9ec9853ab39aae50beb0c51321a0fb60c Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Wed, 17 Jul 2024 16:13:06 +0200 Subject: [PATCH 007/186] Add debug logging to hook.rs --- src/hook.rs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/hook.rs b/src/hook.rs index eda50fc8..92b8ad97 100644 --- a/src/hook.rs +++ b/src/hook.rs @@ -165,7 +165,7 @@ impl PatchRepository for Repository { .indent_heuristic(false) .ignore_submodules(true) .include_ignored(false) - .interhunk_lines(0) + .interhunk_lines(2) .context_lines(5) .patience(true) .minimal(true); From cf096367c3d31a36fff6eb17febe6d5a16807d97 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Wed, 17 Jul 2024 16:13:41 +0200 Subject: [PATCH 008/186] Add minimal option to patch repository in hook.rs --- src/hook.rs | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/hook.rs b/src/hook.rs index 92b8ad97..8937ac41 100644 --- a/src/hook.rs +++ b/src/hook.rs @@ -165,10 +165,10 @@ impl PatchRepository for Repository { .indent_heuristic(false) .ignore_submodules(true) .include_ignored(false) - .interhunk_lines(2) - .context_lines(5) + .interhunk_lines(0) + .context_lines(0) .patience(true) - .minimal(true); + .minimal(false); self .diff_tree_to_index(tree.as_ref(), None, Some(&mut opts)) From 9fa4fc98a03e3eb80beca3d6053502ecb883fc91 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 10:06:43 +0100 Subject: [PATCH 009/186] Build and deploy prebuilt binaries (#19) * Update deploy.yml * Update deploy.yml * Patch bug * Update version * Fix con * Add cross-compilation setup to deployment workflow * Simplify concurrency group config in workflows * Fix concurrency group prefix in deploy workflow * Refactor deploy workflow to separate x86 and arm builds * Fix concurrency group syntax in deploy workflow * Update GitHub workflows for consistency across CD and deploy files * Remove pull_request trigger from deploy workflow --- .devcontainer/devcontainer.json | 8 ++++ .github/workflows/cd.yml | 5 +++ .github/workflows/crate.yaml | 10 +++-- .github/workflows/deploy.yml | 65 +++++++++++++++++++++++++++++++++ Cargo.lock | 2 +- rustfmt.toml | 2 +- src/install.rs | 2 +- src/model.rs | 2 +- src/uninstall.rs | 4 +- 9 files changed, 91 insertions(+), 9 deletions(-) create mode 100644 .devcontainer/devcontainer.json create mode 100644 .github/workflows/deploy.yml diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json new file mode 100644 index 00000000..715fc0ec --- /dev/null +++ b/.devcontainer/devcontainer.json @@ -0,0 +1,8 @@ +{ + "image": "mcr.microsoft.com/devcontainers/rust:latest", + "tasks": { + "test": "cargo test", + "build": "cargo build", + "launch": "cargo fmt --check" + } +} diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 47737fb1..e97ce968 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -4,6 +4,10 @@ on: pull_request: types: [opened, synchronize, reopened] +concurrency: + group: ${{ github.workflow }}-${{ github.ref }} + cancel-in-progress: true + env: CARGO_TERM_COLOR: always @@ -42,6 +46,7 @@ jobs: command: fmt args: -- --check test: + needs: lint strategy: fail-fast: true matrix: diff --git a/.github/workflows/crate.yaml b/.github/workflows/crate.yaml index 9e233a71..f7993eca 100644 --- a/.github/workflows/crate.yaml +++ b/.github/workflows/crate.yaml @@ -1,9 +1,13 @@ name: Crate on: - pull_request: - types: [closed] - branches: [main] + push: + branches: + - main + +concurrency: + group: ${{ github.workflow }}-${{ github.ref }} + cancel-in-progress: true permissions: contents: write diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml new file mode 100644 index 00000000..3eee2646 --- /dev/null +++ b/.github/workflows/deploy.yml @@ -0,0 +1,65 @@ +name: Build and Precompile Binaries + +on: + push: + branches: + - main + +concurrency: + group: ${{ github.workflow }}-${{ github.ref }} + cancel-in-progress: true + +jobs: + build-x86: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + + - name: Install Rust + uses: actions-rs/toolchain@v1 + with: + toolchain: stable + override: true + components: rustfmt, clippy + + - name: Build for x86_64-unknown-linux-gnu + run: | + rustup target add x86_64-unknown-linux-gnu + cargo build --release --target x86_64-unknown-linux-gnu + + - name: Install cargo-binstall + run: cargo install cargo-binstall + + - name: Upload binaries + uses: actions/upload-artifact@v4 + with: + name: binaries-x86_64 + path: target/x86_64-unknown-linux-gnu/release/ + + build-arm: + runs-on: macos-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + + - name: Install Rust + uses: actions-rs/toolchain@v1 + with: + toolchain: stable + override: true + components: rustfmt, clippy + + - name: Build for aarch64-apple-darwin + run: | + rustup target add aarch64-apple-darwin + cargo build --release --target aarch64-apple-darwin + + - name: Install cargo-binstall + run: cargo install cargo-binstall + + - name: Upload binaries + uses: actions/upload-artifact@v4 + with: + name: binaries-arm + path: target/aarch64-apple-darwin/release/ diff --git a/Cargo.lock b/Cargo.lock index 0aa67baf..353a4b64 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -1,6 +1,6 @@ # This file is automatically @generated by Cargo. # It is not intended for manual editing. -version = 3 +version = 4 [[package]] name = "addr2line" diff --git a/rustfmt.toml b/rustfmt.toml index d4b9dc63..1e4b06db 100644 --- a/rustfmt.toml +++ b/rustfmt.toml @@ -20,7 +20,7 @@ reorder_modules = false newline_style = "Auto" fn_call_width = 90 hard_tabs = false -version = "Two" +style_edition = "2021" max_width = 140 tab_spaces = 2 diff --git a/src/install.rs b/src/install.rs index c0fdfa0e..77754d97 100644 --- a/src/install.rs +++ b/src/install.rs @@ -1,6 +1,6 @@ -use colored::Colorize; use anyhow::{bail, Result}; use ai::filesystem::Filesystem; +use colored::Colorize; use console::Emoji; const EMOJI: Emoji<'_, '_> = Emoji("πŸ”—", ""); diff --git a/src/model.rs b/src/model.rs index 96e94227..cff53ea0 100644 --- a/src/model.rs +++ b/src/model.rs @@ -1,6 +1,6 @@ use std::default::Default; -use std::str::FromStr; use std::fmt::{self, Display}; +use std::str::FromStr; use anyhow::{bail, Result}; use serde::{Deserialize, Serialize}; diff --git a/src/uninstall.rs b/src/uninstall.rs index 3b91c284..cf599b3d 100644 --- a/src/uninstall.rs +++ b/src/uninstall.rs @@ -1,11 +1,11 @@ use std::path::{Path, PathBuf}; use std::{env, fs}; -use colored::Colorize; +use anyhow::{bail, Context, Result}; use ai::style::Styled; +use colored::Colorize; use console::Emoji; use git2::{Repository, RepositoryOpenFlags as Flags}; -use anyhow::{bail, Context, Result}; use thiserror::Error; #[derive(Error, Debug)] From 83180c5b4edfcdd03a060df80fed42d2cde2a918 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 11:59:37 +0100 Subject: [PATCH 010/186] Attach binary to crate (#20) * Consolidate workflow scripts and streamline CI/CD setup * Add 'feature/bundle-bin' branch to CD workflow trigger * Add version bump workflow; refactor and simplify CD workflow * Update Git setup with custom user config in workflow * Update 'bump.yml' to include '--build' in cargo bump command * Remove duplicate cargo bump patch command * Remove unnecessary permissions in workflows * 0.2.7 * Expand deployment events in CD workflow * Add TMPDIR to .cargo/config.toml, update Cargo.lock version * Fix TMPDIR value by adding missing quotes * 0.2.8 * Remove redundant event trigger wildcard in CD workflow * Update git-ai to version 0.2.8 and GH release action to v2 * 0.2.9 * Add concurrency setting to GitHub Actions CD workflow * Update git-ai version to 0.2.9 in Cargo.lock * 0.2.10 * Amend bump commit to include additional changes * 0.2.11 * Update bump.yml workflow file * Enable workflow on all branches and update tag_name variable * Update git-ai to version 0.2.11 and remove version extraction step * Fix incorrect file paths in CD workflow configuration * 0.2.12 * Refactor artifacts generation in CD workflow * Upgrade git-ai to version 0.2.12 and fix tag_name usage in cd.yml * 0.2.13 * Fix variable reference in GitHub Actions workflow * Remove unused draft and prerelease settings * Update git-ai version and add stash step in workflow * 0.2.14 * Update workflows to trigger on 'main' and add concurrency settings --------- Co-authored-by: Linus Oleander --- .cargo/config.toml | 3 + .github/workflows/bump.yml | 39 +++++++++++ .github/workflows/cd.yml | 124 ++++++++++++++++------------------- .github/workflows/ci.yml | 93 ++++++++++++++++++++++++++ .github/workflows/crate.yaml | 65 ------------------ .github/workflows/deploy.yml | 65 ------------------ .gitignore | 1 + Cargo.lock | 2 +- Cargo.toml | 2 +- 9 files changed, 193 insertions(+), 201 deletions(-) create mode 100644 .cargo/config.toml create mode 100644 .github/workflows/bump.yml create mode 100644 .github/workflows/ci.yml delete mode 100644 .github/workflows/crate.yaml delete mode 100644 .github/workflows/deploy.yml diff --git a/.cargo/config.toml b/.cargo/config.toml new file mode 100644 index 00000000..8d1e3890 --- /dev/null +++ b/.cargo/config.toml @@ -0,0 +1,3 @@ +[env] + +TMPDIR = "/tmp" diff --git a/.github/workflows/bump.yml b/.github/workflows/bump.yml new file mode 100644 index 00000000..c24bd27e --- /dev/null +++ b/.github/workflows/bump.yml @@ -0,0 +1,39 @@ +name: Bump Version + +on: + push: + branches: + - main + +concurrency: + group: ${{ github.workflow }}-${{ github.ref }} + cancel-in-progress: true + +permissions: + contents: write + +jobs: + bump: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + with: + fetch-depth: 0 + token: ${{ secrets.GITHUB_TOKEN }} + + - name: Setup Git + run: | + git config user.name "Linus Oleander" + git config user.email "oleander@users.noreply.github.com" + + - name: Install cargo-bump + run: cargo install cargo-bump --force + + - name: Bump version + run: | + git stash || echo "No changes to stash" + cargo bump patch --git-tag + git commit -a --amend --no-edit + + - name: Push to GitHub + run: git push origin HEAD --tags diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index e97ce968..ccaa7b69 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -1,93 +1,79 @@ name: CD on: - pull_request: - types: [opened, synchronize, reopened] + push: + tags: + - "**" + branches: + - "main" concurrency: group: ${{ github.workflow }}-${{ github.ref }} cancel-in-progress: true +permissions: + contents: write + env: CARGO_TERM_COLOR: always jobs: - lint: + build-x86: runs-on: ubuntu-latest steps: - - name: Checkout code - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - - name: Setup nightly toolchain - uses: actions-rs/toolchain@v1 - with: - components: rustfmt, clippy - toolchain: nightly + - name: Add target + run: rustup target add x86_64-unknown-linux-gnu - - uses: actions/cache@v3 - with: - path: | - ~/.cargo/bin/ - ~/.cargo/registry/index/ - ~/.cargo/registry/cache/ - ~/.cargo/git/db/ - target/ - key: ${{ runner.os }}-nightly-${{ hashFiles('**/Cargo.lock') }} - - - name: Run clippy - uses: actions-rs/cargo@v1 - with: - command: clippy - args: -- -D warnings + - name: Build for x86_64-unknown-linux-gnu + run: cargo build --release --target x86_64-unknown-linux-gnu - - name: Run cargo fmt - uses: actions-rs/cargo@v1 + - name: Package Binary + run: tar czf target/*/release/git-ai-*.tar.gz git-* + + - name: Upload Binary + uses: actions/upload-artifact@v4 with: - command: fmt - args: -- --check - test: - needs: lint - strategy: - fail-fast: true - matrix: - os: [macos-latest, ubuntu-latest] - rust: [nightly, stable] - runs-on: ${{ matrix.os }} - continue-on-error: false + name: git-ai-x86_64-unknown-linux-gnu.tar.gz + path: git-ai-*.tar.gz + + build-arm: + runs-on: macos-latest steps: - - name: Checkout code - uses: actions/checkout@v4 + - uses: actions/checkout@v4 + + - name: Add target + run: rustup target add aarch64-apple-darwin - - name: Set up Rust - uses: actions-rs/toolchain@v1 + - name: Build for aarch64-apple-darwin + run: cargo build --release --target aarch64-apple-darwin + + - name: Package Binary + run: tar czf target/*/release/git-ai-*.tar.gz git-* + + - name: Upload Binary + uses: actions/upload-artifact@v4 with: - toolchain: ${{ matrix.rust }} - override: true - profile: minimal + name: git-ai-aarch64-apple-darwin.tar.gz + path: git-ai-*.tar.gz - - uses: actions/cache@v4 + release: + needs: [build-x86, build-arm] + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + + - name: Download all artifacts + uses: actions/download-artifact@v4 + + - name: Create Release + uses: softprops/action-gh-release@v2 with: - path: | - ~/.cargo/bin/ - ~/.cargo/registry/index/ - ~/.cargo/registry/cache/ - ~/.cargo/git/db/ - target/ - key: ${{ runner.os }}-${{ matrix.rust }}-${{ hashFiles('**/Cargo.lock') }} - restore-keys: ${{ runner.os }}-${{ matrix.rust }}- - - - name: Install fish on linux - if: startsWith(matrix.os, 'ubuntu') - run: sudo apt-get install fish - - - name: Install fish on macos - if: startsWith(matrix.os, 'macos') - run: brew install fish - - - name: Run integration tests - run: | - ./scripts/integration-tests - cargo build --release - cargo test --release + files: git-ai-*.tar.gz + tag_name: ${{ github.ref_name }} + + - name: Publish to crates.io + run: cargo publish env: - OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} + CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }} diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml new file mode 100644 index 00000000..944b5dab --- /dev/null +++ b/.github/workflows/ci.yml @@ -0,0 +1,93 @@ +name: CI + +on: + pull_request: + types: [opened, synchronize, reopened] + +concurrency: + group: ${{ github.workflow }}-${{ github.ref }} + cancel-in-progress: true + +env: + CARGO_TERM_COLOR: always + +jobs: + lint: + runs-on: ubuntu-latest + steps: + - name: Checkout code + uses: actions/checkout@v3 + + - name: Setup nightly toolchain + uses: actions-rs/toolchain@v1 + with: + components: rustfmt, clippy + toolchain: nightly + + - uses: actions/cache@v3 + with: + path: | + ~/.cargo/bin/ + ~/.cargo/registry/index/ + ~/.cargo/registry/cache/ + ~/.cargo/git/db/ + target/ + key: ${{ runner.os }}-nightly-${{ hashFiles('**/Cargo.lock') }} + + - name: Run clippy + uses: actions-rs/cargo@v1 + with: + command: clippy + args: -- -D warnings + + - name: Run cargo fmt + uses: actions-rs/cargo@v1 + with: + command: fmt + args: -- --check + test: + needs: lint + strategy: + fail-fast: true + matrix: + os: [macos-latest, ubuntu-latest] + rust: [nightly, stable] + runs-on: ${{ matrix.os }} + continue-on-error: false + steps: + - name: Checkout code + uses: actions/checkout@v4 + + - name: Set up Rust + uses: actions-rs/toolchain@v1 + with: + toolchain: ${{ matrix.rust }} + override: true + profile: minimal + + - uses: actions/cache@v4 + with: + path: | + ~/.cargo/bin/ + ~/.cargo/registry/index/ + ~/.cargo/registry/cache/ + ~/.cargo/git/db/ + target/ + key: ${{ runner.os }}-${{ matrix.rust }}-${{ hashFiles('**/Cargo.lock') }} + restore-keys: ${{ runner.os }}-${{ matrix.rust }}- + + - name: Install fish on linux + if: startsWith(matrix.os, 'ubuntu') + run: sudo apt-get install fish + + - name: Install fish on macos + if: startsWith(matrix.os, 'macos') + run: brew install fish + + - name: Run integration tests + run: | + ./scripts/integration-tests + cargo build --release + cargo test --release + env: + OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} diff --git a/.github/workflows/crate.yaml b/.github/workflows/crate.yaml deleted file mode 100644 index f7993eca..00000000 --- a/.github/workflows/crate.yaml +++ /dev/null @@ -1,65 +0,0 @@ -name: Crate - -on: - push: - branches: - - main - -concurrency: - group: ${{ github.workflow }}-${{ github.ref }} - cancel-in-progress: true - -permissions: - contents: write - -env: - CARGO_TERM_COLOR: always - -jobs: - test: - runs-on: ubuntu-latest - steps: - - name: Checkout code - uses: actions/checkout@v4 - - - name: Set up Rust - uses: actions-rs/toolchain@v1 - with: - toolchain: nightly - components: rust-std - profile: minimal - - - name: Cache Cargo registry - uses: actions/cache@v3 - with: - path: | - ~/.cargo/bin/ - ~/.cargo/registry/index/ - ~/.cargo/registry/cache/ - ~/.cargo/git/db/ - target/ - key: ${{ runner.os }}-crate-${{ hashFiles('**/Cargo.lock') }} - restore-keys: ${{ runner.os }}-crate- - - - name: Setup environment - run: | - git config user.name "Linus Oleander" - git config user.email "oleander@users.noreply.github.com" - cargo install cargo-bump --force - - - name: Bump version - run: cargo bump patch --git-tag - - - name: Release to crates.io (dry-run) - if: github.ref != 'refs/heads/main' - run: cargo publish --dry-run - - - name: Release to crates.io - if: github.ref == 'refs/heads/main' - run: cargo publish - env: - CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }} - - - name: Release to GitHub - if: github.ref == 'refs/heads/main' - run: git push origin HEAD --tags diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml deleted file mode 100644 index 3eee2646..00000000 --- a/.github/workflows/deploy.yml +++ /dev/null @@ -1,65 +0,0 @@ -name: Build and Precompile Binaries - -on: - push: - branches: - - main - -concurrency: - group: ${{ github.workflow }}-${{ github.ref }} - cancel-in-progress: true - -jobs: - build-x86: - runs-on: ubuntu-latest - steps: - - name: Checkout repository - uses: actions/checkout@v4 - - - name: Install Rust - uses: actions-rs/toolchain@v1 - with: - toolchain: stable - override: true - components: rustfmt, clippy - - - name: Build for x86_64-unknown-linux-gnu - run: | - rustup target add x86_64-unknown-linux-gnu - cargo build --release --target x86_64-unknown-linux-gnu - - - name: Install cargo-binstall - run: cargo install cargo-binstall - - - name: Upload binaries - uses: actions/upload-artifact@v4 - with: - name: binaries-x86_64 - path: target/x86_64-unknown-linux-gnu/release/ - - build-arm: - runs-on: macos-latest - steps: - - name: Checkout repository - uses: actions/checkout@v4 - - - name: Install Rust - uses: actions-rs/toolchain@v1 - with: - toolchain: stable - override: true - components: rustfmt, clippy - - - name: Build for aarch64-apple-darwin - run: | - rustup target add aarch64-apple-darwin - cargo build --release --target aarch64-apple-darwin - - - name: Install cargo-binstall - run: cargo install cargo-binstall - - - name: Upload binaries - uses: actions/upload-artifact@v4 - with: - name: binaries-arm - path: target/aarch64-apple-darwin/release/ diff --git a/.gitignore b/.gitignore index 099c98cf..8418c9f7 100644 --- a/.gitignore +++ b/.gitignore @@ -2,3 +2,4 @@ http-cacache/* .secrets .env.local +${env:TMPDIR} diff --git a/Cargo.lock b/Cargo.lock index 353a4b64..37701df4 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -594,7 +594,7 @@ checksum = "40ecd4077b5ae9fd2e9e169b102c6c330d0605168eb0e8bf79952b256dbefffd" [[package]] name = "git-ai" -version = "0.2.6" +version = "0.2.13" dependencies = [ "anyhow", "async-openai", diff --git a/Cargo.toml b/Cargo.toml index 9669730b..6e7d3aed 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.6" +version = "0.2.14" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From e699da55a40803d2fac748a479f439f66b2bcb81 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 12:02:07 +0100 Subject: [PATCH 011/186] Update git-ai to version 0.2.14 and modify bump workflow --- .github/workflows/bump.yml | 2 +- Cargo.lock | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/bump.yml b/.github/workflows/bump.yml index c24bd27e..20c5db07 100644 --- a/.github/workflows/bump.yml +++ b/.github/workflows/bump.yml @@ -33,7 +33,7 @@ jobs: run: | git stash || echo "No changes to stash" cargo bump patch --git-tag - git commit -a --amend --no-edit + git commit -a --amend --no-edit || echo "No changes to commit" - name: Push to GitHub run: git push origin HEAD --tags diff --git a/Cargo.lock b/Cargo.lock index 37701df4..ddab2ba2 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -594,7 +594,7 @@ checksum = "40ecd4077b5ae9fd2e9e169b102c6c330d0605168eb0e8bf79952b256dbefffd" [[package]] name = "git-ai" -version = "0.2.13" +version = "0.2.14" dependencies = [ "anyhow", "async-openai", From 5405434642edc470d42bbec3129609da366caf12 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 16 Nov 2024 11:03:02 +0000 Subject: [PATCH 012/186] 0.2.15 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index 6e7d3aed..0cc73b63 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.14" +version = "0.2.15" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 37805229b74dd195532cb7bdcfae69480598f9ee Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 12:22:04 +0100 Subject: [PATCH 013/186] Fix tar command path in GitHub Actions workflow --- .github/workflows/cd.yml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index ccaa7b69..19676551 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -30,13 +30,13 @@ jobs: run: cargo build --release --target x86_64-unknown-linux-gnu - name: Package Binary - run: tar czf target/*/release/git-ai-*.tar.gz git-* + run: tar czf git-ai.tar.gz -C target/*/release git-ai git-ai-hook - name: Upload Binary uses: actions/upload-artifact@v4 with: name: git-ai-x86_64-unknown-linux-gnu.tar.gz - path: git-ai-*.tar.gz + path: git-ai.tar.gz build-arm: runs-on: macos-latest @@ -50,13 +50,13 @@ jobs: run: cargo build --release --target aarch64-apple-darwin - name: Package Binary - run: tar czf target/*/release/git-ai-*.tar.gz git-* + run: tar czf git-ai.tar.gz -C target/*/release git-ai git-ai-hook - name: Upload Binary uses: actions/upload-artifact@v4 with: name: git-ai-aarch64-apple-darwin.tar.gz - path: git-ai-*.tar.gz + path: git-ai.tar.gz release: needs: [build-x86, build-arm] From 1cfba837f9ac0f70a8efc64ad247cf878a73282d Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 12:23:51 +0100 Subject: [PATCH 014/186] Bump git-ai version to 0.2.15 and fix workflow commands --- .github/workflows/bump.yml | 4 ++-- Cargo.lock | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/bump.yml b/.github/workflows/bump.yml index 20c5db07..8913d9a8 100644 --- a/.github/workflows/bump.yml +++ b/.github/workflows/bump.yml @@ -31,9 +31,9 @@ jobs: - name: Bump version run: | - git stash || echo "No changes to stash" + git stash || true cargo bump patch --git-tag - git commit -a --amend --no-edit || echo "No changes to commit" + git commit -a --amend --no-edit || true - name: Push to GitHub run: git push origin HEAD --tags diff --git a/Cargo.lock b/Cargo.lock index ddab2ba2..c7795db9 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -594,7 +594,7 @@ checksum = "40ecd4077b5ae9fd2e9e169b102c6c330d0605168eb0e8bf79952b256dbefffd" [[package]] name = "git-ai" -version = "0.2.14" +version = "0.2.15" dependencies = [ "anyhow", "async-openai", From 5d09ea8f6d25600b2f9fde304dca5355a5ee8fdd Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 16 Nov 2024 11:24:46 +0000 Subject: [PATCH 015/186] 0.2.16 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index 0cc73b63..6a986a82 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.15" +version = "0.2.16" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 5c49c950549033ac46212bbdd64dda2acf32587c Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 12:31:49 +0100 Subject: [PATCH 016/186] Update artifact files in CI for different architectures --- .github/workflows/cd.yml | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 19676551..22c7fb01 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -70,7 +70,9 @@ jobs: - name: Create Release uses: softprops/action-gh-release@v2 with: - files: git-ai-*.tar.gz + files: | + git-ai-x86_64-unknown-linux-gnu.tar.gz + git-ai-aarch64-apple-darwin.tar.gz tag_name: ${{ github.ref_name }} - name: Publish to crates.io From d05f30844697f6b260340028d870549d5b06b5a6 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 12:44:55 +0100 Subject: [PATCH 017/186] Update git-ai version to 0.2.16 and simplify CD workflow paths --- .github/workflows/cd.yml | 18 +++++++----------- Cargo.lock | 2 +- 2 files changed, 8 insertions(+), 12 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 22c7fb01..e1b38565 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -29,14 +29,13 @@ jobs: - name: Build for x86_64-unknown-linux-gnu run: cargo build --release --target x86_64-unknown-linux-gnu - - name: Package Binary - run: tar czf git-ai.tar.gz -C target/*/release git-ai git-ai-hook - - name: Upload Binary uses: actions/upload-artifact@v4 with: name: git-ai-x86_64-unknown-linux-gnu.tar.gz - path: git-ai.tar.gz + if-no-files-found: error + overwrite: true + path: target/*/release/git-* build-arm: runs-on: macos-latest @@ -49,14 +48,13 @@ jobs: - name: Build for aarch64-apple-darwin run: cargo build --release --target aarch64-apple-darwin - - name: Package Binary - run: tar czf git-ai.tar.gz -C target/*/release git-ai git-ai-hook - - name: Upload Binary uses: actions/upload-artifact@v4 with: name: git-ai-aarch64-apple-darwin.tar.gz - path: git-ai.tar.gz + if-no-files-found: error + overwrite: true + path: target/*/release/git-* release: needs: [build-x86, build-arm] @@ -70,9 +68,7 @@ jobs: - name: Create Release uses: softprops/action-gh-release@v2 with: - files: | - git-ai-x86_64-unknown-linux-gnu.tar.gz - git-ai-aarch64-apple-darwin.tar.gz + files: git-ai-*.tar.gz tag_name: ${{ github.ref_name }} - name: Publish to crates.io diff --git a/Cargo.lock b/Cargo.lock index c7795db9..5d1027e6 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -594,7 +594,7 @@ checksum = "40ecd4077b5ae9fd2e9e169b102c6c330d0605168eb0e8bf79952b256dbefffd" [[package]] name = "git-ai" -version = "0.2.15" +version = "0.2.16" dependencies = [ "anyhow", "async-openai", From f907e075c0f232ea0e5d12ef0812a07cbcb585c3 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 16 Nov 2024 11:45:52 +0000 Subject: [PATCH 018/186] 0.2.17 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index 6a986a82..2c58bf25 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.16" +version = "0.2.17" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From dd5107932cbf586c080afaacd4ef8e8b27944e20 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 12:53:54 +0100 Subject: [PATCH 019/186] Add packaging steps for additional architectures in CD workflow --- .github/workflows/cd.yml | 16 ++++++++++++---- 1 file changed, 12 insertions(+), 4 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index e1b38565..a7354c1f 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -29,13 +29,16 @@ jobs: - name: Build for x86_64-unknown-linux-gnu run: cargo build --release --target x86_64-unknown-linux-gnu + - name: Package Binary + run: tar czf git-ai.tar.gz -C target/*/release git-ai git-ai-hook + - name: Upload Binary uses: actions/upload-artifact@v4 with: name: git-ai-x86_64-unknown-linux-gnu.tar.gz if-no-files-found: error overwrite: true - path: target/*/release/git-* + path: git-ai.tar.gz build-arm: runs-on: macos-latest @@ -48,13 +51,16 @@ jobs: - name: Build for aarch64-apple-darwin run: cargo build --release --target aarch64-apple-darwin + - name: Package Binary + run: tar czf git-ai.tar.gz -C target/*/release git-ai git-ai-hook + - name: Upload Binary uses: actions/upload-artifact@v4 with: name: git-ai-aarch64-apple-darwin.tar.gz if-no-files-found: error overwrite: true - path: target/*/release/git-* + path: git-ai.tar.gz release: needs: [build-x86, build-arm] @@ -68,10 +74,12 @@ jobs: - name: Create Release uses: softprops/action-gh-release@v2 with: - files: git-ai-*.tar.gz + files: | + git-ai-x86_64-unknown-linux-gnu.tar.gz + git-ai-aarch64-apple-darwin.tar.gz tag_name: ${{ github.ref_name }} - name: Publish to crates.io - run: cargo publish + run: cargo publish --allow-dirty env: CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }} From 0d98211f67a49d9480a42d223d4db478848db334 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 13:22:31 +0100 Subject: [PATCH 020/186] Bump version to 0.2.17 and fix workflow tar paths --- .github/workflows/cd.yml | 4 ++-- Cargo.lock | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index a7354c1f..0e9352fb 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -75,8 +75,8 @@ jobs: uses: softprops/action-gh-release@v2 with: files: | - git-ai-x86_64-unknown-linux-gnu.tar.gz - git-ai-aarch64-apple-darwin.tar.gz + git-ai-x86_64-unknown-linux-gnu.tar.gz/git-ai.tar.gz + git-ai-aarch64-apple-darwin.tar.gz/git-ai.tar.gz tag_name: ${{ github.ref_name }} - name: Publish to crates.io diff --git a/Cargo.lock b/Cargo.lock index 5d1027e6..bdec74ab 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -594,7 +594,7 @@ checksum = "40ecd4077b5ae9fd2e9e169b102c6c330d0605168eb0e8bf79952b256dbefffd" [[package]] name = "git-ai" -version = "0.2.16" +version = "0.2.17" dependencies = [ "anyhow", "async-openai", From 2e881a5ef5f1c6e99a8233d4f34bc315e34f7043 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 16 Nov 2024 12:23:29 +0000 Subject: [PATCH 021/186] 0.2.18 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index 2c58bf25..a3240c0b 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.17" +version = "0.2.18" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 5b9c76ef49dcdd6cd6093e33c74cbde1ce556072 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 13:27:25 +0100 Subject: [PATCH 022/186] Add compression-level to deploy job config --- .github/workflows/cd.yml | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 0e9352fb..3b88061d 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -37,6 +37,7 @@ jobs: with: name: git-ai-x86_64-unknown-linux-gnu.tar.gz if-no-files-found: error + compression-level: 9 overwrite: true path: git-ai.tar.gz @@ -59,7 +60,8 @@ jobs: with: name: git-ai-aarch64-apple-darwin.tar.gz if-no-files-found: error - overwrite: true + # overwrite: true + compression-level: 9 path: git-ai.tar.gz release: From 7f84bee3a448d23f2baa97115ba1fc1ca22152a3 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 13:35:58 +0100 Subject: [PATCH 023/186] Update git-ai version in Cargo.lock to 0.2.18 --- .github/workflows/cd.yml | 2 -- Cargo.lock | 2 +- 2 files changed, 1 insertion(+), 3 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 3b88061d..8b65e3b4 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -4,8 +4,6 @@ on: push: tags: - "**" - branches: - - "main" concurrency: group: ${{ github.workflow }}-${{ github.ref }} diff --git a/Cargo.lock b/Cargo.lock index bdec74ab..5b0e23cb 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -594,7 +594,7 @@ checksum = "40ecd4077b5ae9fd2e9e169b102c6c330d0605168eb0e8bf79952b256dbefffd" [[package]] name = "git-ai" -version = "0.2.17" +version = "0.2.18" dependencies = [ "anyhow", "async-openai", From be9ce9668369284ebc04d79adc13a909dcea3178 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 16 Nov 2024 12:36:56 +0000 Subject: [PATCH 024/186] 0.2.19 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index a3240c0b..44eb2b4f 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.18" +version = "0.2.19" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 68cf254020cc505b403ecde95a13afff7bfea69c Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 13:49:22 +0100 Subject: [PATCH 025/186] Integrate version bump into CD workflow, remove bump.yml --- .github/workflows/bump.yml | 39 -------------------------------------- .github/workflows/cd.yml | 26 ++++++++++++++++++++++--- 2 files changed, 23 insertions(+), 42 deletions(-) delete mode 100644 .github/workflows/bump.yml diff --git a/.github/workflows/bump.yml b/.github/workflows/bump.yml deleted file mode 100644 index 8913d9a8..00000000 --- a/.github/workflows/bump.yml +++ /dev/null @@ -1,39 +0,0 @@ -name: Bump Version - -on: - push: - branches: - - main - -concurrency: - group: ${{ github.workflow }}-${{ github.ref }} - cancel-in-progress: true - -permissions: - contents: write - -jobs: - bump: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - with: - fetch-depth: 0 - token: ${{ secrets.GITHUB_TOKEN }} - - - name: Setup Git - run: | - git config user.name "Linus Oleander" - git config user.email "oleander@users.noreply.github.com" - - - name: Install cargo-bump - run: cargo install cargo-bump --force - - - name: Bump version - run: | - git stash || true - cargo bump patch --git-tag - git commit -a --amend --no-edit || true - - - name: Push to GitHub - run: git push origin HEAD --tags diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 8b65e3b4..3e5440a6 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -2,8 +2,8 @@ name: CD on: push: - tags: - - "**" + branches: + - main concurrency: group: ${{ github.workflow }}-${{ github.ref }} @@ -58,7 +58,7 @@ jobs: with: name: git-ai-aarch64-apple-darwin.tar.gz if-no-files-found: error - # overwrite: true + overwrite: true compression-level: 9 path: git-ai.tar.gz @@ -67,6 +67,23 @@ jobs: runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 + with: + fetch-depth: 0 + token: ${{ secrets.GITHUB_TOKEN }} + + - name: Setup Git + run: | + git config user.name "Linus Oleander" + git config user.email "oleander@users.noreply.github.com" + + - name: Install cargo-bump + run: cargo install cargo-bump || true + + - name: Bump version + run: | + git stash || true + cargo bump patch --git-tag + git commit -a --amend --no-edit || true - name: Download all artifacts uses: actions/download-artifact@v4 @@ -83,3 +100,6 @@ jobs: run: cargo publish --allow-dirty env: CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }} + + - name: Push to GitHub + run: git push origin ${{ github.ref }} --tags From fec8265e8a47a7d74d027b0ff921cf91b19766ee Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 13:54:50 +0100 Subject: [PATCH 026/186] Update git-ai version to 0.2.19 in Cargo.lock --- Cargo.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.lock b/Cargo.lock index 5b0e23cb..3e324ab2 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -594,7 +594,7 @@ checksum = "40ecd4077b5ae9fd2e9e169b102c6c330d0605168eb0e8bf79952b256dbefffd" [[package]] name = "git-ai" -version = "0.2.18" +version = "0.2.19" dependencies = [ "anyhow", "async-openai", From 5dde85bd2f8bff78784dd39c958ed21a8e8d8d6a Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 13:55:04 +0100 Subject: [PATCH 027/186] 0.2.20 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index 44eb2b4f..08abc4fb 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.19" +version = "0.2.20" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 33ebd39fa6edba0843791795e002c337280f77ce Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 14:02:08 +0100 Subject: [PATCH 028/186] Update Cargo.lock and fix GitHub Actions workflow syntax --- .github/workflows/cd.yml | 5 ++--- Cargo.lock | 2 +- 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 3e5440a6..ae463798 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -77,13 +77,12 @@ jobs: git config user.email "oleander@users.noreply.github.com" - name: Install cargo-bump - run: cargo install cargo-bump || true + run: cargo install cargo-bump - name: Bump version run: | - git stash || true cargo bump patch --git-tag - git commit -a --amend --no-edit || true + git commit -a --amend --no-edit - name: Download all artifacts uses: actions/download-artifact@v4 diff --git a/Cargo.lock b/Cargo.lock index 3e324ab2..63b1c8b3 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -594,7 +594,7 @@ checksum = "40ecd4077b5ae9fd2e9e169b102c6c330d0605168eb0e8bf79952b256dbefffd" [[package]] name = "git-ai" -version = "0.2.19" +version = "0.2.20" dependencies = [ "anyhow", "async-openai", From 5949221f3992742b2d65101c1bd1d1a0f584648f Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 14:02:10 +0100 Subject: [PATCH 029/186] 0.2.21 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index 08abc4fb..c2774a39 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.20" +version = "0.2.21" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 1febf557b931c72ca752af3d5e2e07bffd41d4d1 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 14:03:58 +0100 Subject: [PATCH 030/186] Bump git-ai version to 0.2.21 in Cargo.lock --- Cargo.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.lock b/Cargo.lock index 63b1c8b3..5204aa3f 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -594,7 +594,7 @@ checksum = "40ecd4077b5ae9fd2e9e169b102c6c330d0605168eb0e8bf79952b256dbefffd" [[package]] name = "git-ai" -version = "0.2.20" +version = "0.2.21" dependencies = [ "anyhow", "async-openai", From f21978a8b92ac6805a43ef1d73efc99556b5979e Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 14:04:07 +0100 Subject: [PATCH 031/186] 0.2.22 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index c2774a39..faf79c99 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.21" +version = "0.2.22" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 423b1ebe13a86463c900a65072a227abc94ea925 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 14:04:20 +0100 Subject: [PATCH 032/186] Update git-ai version to 0.2.22 in Cargo.lock --- Cargo.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.lock b/Cargo.lock index 5204aa3f..aa2db22c 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -594,7 +594,7 @@ checksum = "40ecd4077b5ae9fd2e9e169b102c6c330d0605168eb0e8bf79952b256dbefffd" [[package]] name = "git-ai" -version = "0.2.21" +version = "0.2.22" dependencies = [ "anyhow", "async-openai", From e616d0925a77c9fb6a27f91522eba1be0f6546b4 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 14:05:07 +0100 Subject: [PATCH 033/186] 0.2.23 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index faf79c99..4ef7f7e6 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.22" +version = "0.2.23" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From d2ff9ce914ce14d53978a47082485d378a3db526 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 14:06:25 +0100 Subject: [PATCH 034/186] Update `git-ai` crate version to 0.2.23 in Cargo.lock --- Cargo.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.lock b/Cargo.lock index aa2db22c..c1b3f39e 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -594,7 +594,7 @@ checksum = "40ecd4077b5ae9fd2e9e169b102c6c330d0605168eb0e8bf79952b256dbefffd" [[package]] name = "git-ai" -version = "0.2.22" +version = "0.2.23" dependencies = [ "anyhow", "async-openai", From 9a7b2cc62e5a6c1fb828f0cd1cd6424e5e23c027 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 14:07:36 +0100 Subject: [PATCH 035/186] Add git stash to CD workflow for clean state --- .github/workflows/cd.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index ae463798..4de40783 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -81,8 +81,9 @@ jobs: - name: Bump version run: | + git diff-index --quiet HEAD -- || git stash cargo bump patch --git-tag - git commit -a --amend --no-edit + git diff-index --quiet HEAD -- || git commit -a --amend --no-edit - name: Download all artifacts uses: actions/download-artifact@v4 From a280aa7e27271936766fa68d4ae37de5b235877d Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 14:16:19 +0100 Subject: [PATCH 036/186] Remove duplicate GitHub push command in CD workflow --- .github/workflows/cd.yml | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 4de40783..c7a3fdbe 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -84,6 +84,7 @@ jobs: git diff-index --quiet HEAD -- || git stash cargo bump patch --git-tag git diff-index --quiet HEAD -- || git commit -a --amend --no-edit + git push origin main --tags - name: Download all artifacts uses: actions/download-artifact@v4 @@ -100,6 +101,3 @@ jobs: run: cargo publish --allow-dirty env: CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }} - - - name: Push to GitHub - run: git push origin ${{ github.ref }} --tags From 4863ca8942594d4f752546f560a249cd11b7efc8 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 14:22:14 +0100 Subject: [PATCH 037/186] Fix git push URL syntax in CD workflow file --- .github/workflows/cd.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index c7a3fdbe..965daa39 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -84,7 +84,7 @@ jobs: git diff-index --quiet HEAD -- || git stash cargo bump patch --git-tag git diff-index --quiet HEAD -- || git commit -a --amend --no-edit - git push origin main --tags + git push origin/main --tags - name: Download all artifacts uses: actions/download-artifact@v4 From b4daa3abaff6786e245824770001cdb484b36b3a Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 14:22:42 +0100 Subject: [PATCH 038/186] Remove duplicate git push command --- .github/workflows/cd.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 965daa39..9bc17f19 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -84,7 +84,7 @@ jobs: git diff-index --quiet HEAD -- || git stash cargo bump patch --git-tag git diff-index --quiet HEAD -- || git commit -a --amend --no-edit - git push origin/main --tags + git push origin HEAD --tags - name: Download all artifacts uses: actions/download-artifact@v4 From 1a76f6c5a09b151b87b26c869c543031e029749d Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 16 Nov 2024 13:27:12 +0000 Subject: [PATCH 039/186] 0.2.24 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index 4ef7f7e6..c55d9323 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.23" +version = "0.2.24" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 689c9cd7b5f74629c295f015e08384a6cf4d0f98 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 14:31:10 +0100 Subject: [PATCH 040/186] Remove unused tag_name assignment in CD workflow --- .github/workflows/cd.yml | 1 - 1 file changed, 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 9bc17f19..0ddb52dc 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -95,7 +95,6 @@ jobs: files: | git-ai-x86_64-unknown-linux-gnu.tar.gz/git-ai.tar.gz git-ai-aarch64-apple-darwin.tar.gz/git-ai.tar.gz - tag_name: ${{ github.ref_name }} - name: Publish to crates.io run: cargo publish --allow-dirty From b83df7018c943bfc77e8d109ddf361c583868c6a Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 14:36:37 +0100 Subject: [PATCH 041/186] Bump git-ai to version 0.2.24 in Cargo.lock --- .github/workflows/cd.yml | 2 +- Cargo.lock | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 0ddb52dc..181577ac 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -81,7 +81,7 @@ jobs: - name: Bump version run: | - git diff-index --quiet HEAD -- || git stash + git stash cargo bump patch --git-tag git diff-index --quiet HEAD -- || git commit -a --amend --no-edit git push origin HEAD --tags diff --git a/Cargo.lock b/Cargo.lock index c1b3f39e..e3bea74c 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -594,7 +594,7 @@ checksum = "40ecd4077b5ae9fd2e9e169b102c6c330d0605168eb0e8bf79952b256dbefffd" [[package]] name = "git-ai" -version = "0.2.23" +version = "0.2.24" dependencies = [ "anyhow", "async-openai", From 5a858d3c0290e54248434cd33be6b2605bfc61e1 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 16 Nov 2024 13:40:28 +0000 Subject: [PATCH 042/186] 0.2.25 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index c55d9323..b1718772 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.24" +version = "0.2.25" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From cdfbe93d90f7641fb13caf812584b37bc7a30ab0 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 14:59:41 +0100 Subject: [PATCH 043/186] Update git-ai version and tag name in workflow --- .github/workflows/cd.yml | 1 + Cargo.lock | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 181577ac..ed197d0d 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -92,6 +92,7 @@ jobs: - name: Create Release uses: softprops/action-gh-release@v2 with: + tag_name: "0.2.26" files: | git-ai-x86_64-unknown-linux-gnu.tar.gz/git-ai.tar.gz git-ai-aarch64-apple-darwin.tar.gz/git-ai.tar.gz diff --git a/Cargo.lock b/Cargo.lock index e3bea74c..92e660d8 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -594,7 +594,7 @@ checksum = "40ecd4077b5ae9fd2e9e169b102c6c330d0605168eb0e8bf79952b256dbefffd" [[package]] name = "git-ai" -version = "0.2.24" +version = "0.2.25" dependencies = [ "anyhow", "async-openai", From 82a04845569489c7116e2412ff8a78f612ac3aec Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 16 Nov 2024 14:03:40 +0000 Subject: [PATCH 044/186] 0.2.26 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index b1718772..a86f0fc3 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.25" +version = "0.2.26" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 61b4314d04f6a714b66a7afc37a529bb65208c04 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 15:35:16 +0100 Subject: [PATCH 045/186] Add `rust-build` action to dependencies and update metadata in `Cargo.toml` * Add `rust-build` action to `[dependencies]` section with version `1.4.5` * Update metadata to follow the format specified in the cargo-binstall documentation Include `rust-build` action in GitHub Actions workflow * Include `rust-build` action in `build-x86` job for x86_64-unknown-linux-gnu target * Include `rust-build` action in `build-arm` job for aarch64-apple-darwin target * Ensure `rust-build` action is specified with the correct version `rust-build/rust-build.action@v1.4.5` * Ensure the names of the binary or the upload files follow the specified format --- .github/workflows/cd.yml | 52 ++++++++++++++++++++-------------------- Cargo.toml | 9 +++++++ 2 files changed, 35 insertions(+), 26 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index ed197d0d..d5f2fd97 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -24,20 +24,20 @@ jobs: - name: Add target run: rustup target add x86_64-unknown-linux-gnu - - name: Build for x86_64-unknown-linux-gnu - run: cargo build --release --target x86_64-unknown-linux-gnu - - - name: Package Binary - run: tar czf git-ai.tar.gz -C target/*/release git-ai git-ai-hook + - name: Compile + id: compile-x86 + uses: rust-build/rust-build.action@v1.4.5 + with: + RUSTTARGET: x86_64-unknown-linux-gnu + UPLOAD_MODE: none - - name: Upload Binary - uses: actions/upload-artifact@v4 + - name: Upload artifact + uses: actions/upload-artifact@v3 with: - name: git-ai-x86_64-unknown-linux-gnu.tar.gz - if-no-files-found: error - compression-level: 9 - overwrite: true - path: git-ai.tar.gz + name: Binary-x86 + path: | + ${{ steps.compile-x86.outputs.BUILT_ARCHIVE }} + ${{ steps.compile-x86.outputs.BUILT_CHECKSUM }} build-arm: runs-on: macos-latest @@ -47,20 +47,20 @@ jobs: - name: Add target run: rustup target add aarch64-apple-darwin - - name: Build for aarch64-apple-darwin - run: cargo build --release --target aarch64-apple-darwin - - - name: Package Binary - run: tar czf git-ai.tar.gz -C target/*/release git-ai git-ai-hook + - name: Compile + id: compile-arm + uses: rust-build/rust-build.action@v1.4.5 + with: + RUSTTARGET: aarch64-apple-darwin + UPLOAD_MODE: none - - name: Upload Binary - uses: actions/upload-artifact@v4 + - name: Upload artifact + uses: actions/upload-artifact@v3 with: - name: git-ai-aarch64-apple-darwin.tar.gz - if-no-files-found: error - overwrite: true - compression-level: 9 - path: git-ai.tar.gz + name: Binary-arm + path: | + ${{ steps.compile-arm.outputs.BUILT_ARCHIVE }} + ${{ steps.compile-arm.outputs.BUILT_CHECKSUM }} release: needs: [build-x86, build-arm] @@ -94,8 +94,8 @@ jobs: with: tag_name: "0.2.26" files: | - git-ai-x86_64-unknown-linux-gnu.tar.gz/git-ai.tar.gz - git-ai-aarch64-apple-darwin.tar.gz/git-ai.tar.gz + Binary-x86 + Binary-arm - name: Publish to crates.io run: cargo publish --allow-dirty diff --git a/Cargo.toml b/Cargo.toml index a86f0fc3..8143f804 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -42,6 +42,7 @@ thiserror = "1.0.61" tokio = { version = "1.38.0", features = ["rt-multi-thread"] } tiktoken-rs = { version = "0.5.9" } ollama-rs = "0.2.0" +rust-build = "0.1.0" [dev-dependencies] tempfile = "3.10.1" @@ -58,3 +59,11 @@ lto = true [profile.release.package."*"] codegen-units = 1 opt-level = 3 + +[package.metadata.binstall] +name = "git-ai" +default-target = "x86_64-unknown-linux-gnu" +targets = ["x86_64-unknown-linux-gnu", "aarch64-apple-darwin"] + +[dependencies] +rust-build = { version = "1.4.5" } From b66360708d13c088060d039ae1a6aa8db5aeac50 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 15:38:17 +0100 Subject: [PATCH 046/186] --- .github/workflows/cd.yml | 4 ++-- Cargo.toml | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index d5f2fd97..3e1ba98f 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -22,13 +22,13 @@ jobs: - uses: actions/checkout@v4 - name: Add target - run: rustup target add x86_64-unknown-linux-gnu + run: rustup target add x86_64-unknown-linux-musl - name: Compile id: compile-x86 uses: rust-build/rust-build.action@v1.4.5 with: - RUSTTARGET: x86_64-unknown-linux-gnu + RUSTTARGET: x86_64-unknown-linux-musl UPLOAD_MODE: none - name: Upload artifact diff --git a/Cargo.toml b/Cargo.toml index 8143f804..4bf4b97f 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -62,8 +62,8 @@ opt-level = 3 [package.metadata.binstall] name = "git-ai" -default-target = "x86_64-unknown-linux-gnu" -targets = ["x86_64-unknown-linux-gnu", "aarch64-apple-darwin"] +default-target = "x86_64-unknown-linux-musl" +targets = ["x86_64-unknown-linux-musl", "aarch64-apple-darwin"] [dependencies] rust-build = { version = "1.4.5" } From 085f90aa9cc9e6ef94a1bc93858af4147103a478 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 17:31:48 +0100 Subject: [PATCH 047/186] chore: update rust-build version and binstall targets --- .github/workflows/cd.yml | 6 +++--- Cargo.toml | 5 +---- 2 files changed, 4 insertions(+), 7 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 3e1ba98f..4e2a6e02 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -40,18 +40,18 @@ jobs: ${{ steps.compile-x86.outputs.BUILT_CHECKSUM }} build-arm: - runs-on: macos-latest + runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - name: Add target - run: rustup target add aarch64-apple-darwin + run: rustup target add aarch64-unknown-linux-gnu - name: Compile id: compile-arm uses: rust-build/rust-build.action@v1.4.5 with: - RUSTTARGET: aarch64-apple-darwin + RUSTTARGET: aarch64-unknown-linux-gnu UPLOAD_MODE: none - name: Upload artifact diff --git a/Cargo.toml b/Cargo.toml index 4bf4b97f..69aa3ad8 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -42,7 +42,7 @@ thiserror = "1.0.61" tokio = { version = "1.38.0", features = ["rt-multi-thread"] } tiktoken-rs = { version = "0.5.9" } ollama-rs = "0.2.0" -rust-build = "0.1.0" +rust-build = { version = "1.4.5" } [dev-dependencies] tempfile = "3.10.1" @@ -64,6 +64,3 @@ opt-level = 3 name = "git-ai" default-target = "x86_64-unknown-linux-musl" targets = ["x86_64-unknown-linux-musl", "aarch64-apple-darwin"] - -[dependencies] -rust-build = { version = "1.4.5" } From 0fa140bf8884da7580e0cf6fe70eb9fa83427b52 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 15:44:30 +0100 Subject: [PATCH 048/186] Remove the `rust-build` dependency from `Cargo.toml` * Remove the `rust-build` dependency from the `[dependencies]` section --- Cargo.lock | 1198 +++++++++++++++++++++++++++++++++++----------------- Cargo.toml | 1 - 2 files changed, 809 insertions(+), 390 deletions(-) diff --git a/Cargo.lock b/Cargo.lock index 92e660d8..1a1e0032 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -4,18 +4,18 @@ version = 4 [[package]] name = "addr2line" -version = "0.22.0" +version = "0.24.2" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "6e4503c46a5c0c7844e948c9a4d6acd9f50cccb4de1c48eb9e291ea17470c678" +checksum = "dfbe277e56a376000877090da837660b4427aad530e3028d44e0bffe4f89a1c1" dependencies = [ "gimli", ] [[package]] -name = "adler" -version = "1.0.2" +name = "adler2" +version = "2.0.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "f26201604c87b1e01bd3d98f8d5d9a8fcbb815e8cedb41ffccbeb4bf593a35fe" +checksum = "512761e0bb2578dd7380c6baaa0f4ce03e84f95e960231d1dec8bf4d7d6e2627" [[package]] name = "ahash" @@ -23,7 +23,7 @@ version = "0.7.8" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "891477e0c6a8957309ee5c45a6368af3ae14bb510732d2684ffa19af310920f9" dependencies = [ - "getrandom", + "getrandom 0.2.15", "once_cell", "version_check", ] @@ -48,9 +48,9 @@ dependencies = [ [[package]] name = "anyhow" -version = "1.0.86" +version = "1.0.95" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "b3d1d046238990b9cf5bcde22a3fb3584ee5cf65fb2765f454ed428c7a0063da" +checksum = "34ac096ce696dc2fcabef30516bb13c0a68a11d30131d3df6f04711467681b04" [[package]] name = "async-convert" @@ -79,22 +79,44 @@ dependencies = [ "secrecy", "serde", "serde_json", - "thiserror", + "thiserror 1.0.69", "tokio", "tokio-stream", "tokio-util", "tracing", ] +[[package]] +name = "async-stream" +version = "0.3.6" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "0b5a71a6f37880a80d1d7f19efd781e4b5de42c88f0722cc13bcb6cc2cfe8476" +dependencies = [ + "async-stream-impl", + "futures-core", + "pin-project-lite", +] + +[[package]] +name = "async-stream-impl" +version = "0.3.6" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c7c24de15d275a1ecfd47a380fb4d5ec9bfe0933f309ed5e705b775596a3574d" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.98", +] + [[package]] name = "async-trait" -version = "0.1.80" +version = "0.1.86" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "c6fa2087f2753a7da8cc1c0dbfcf89579dd57458e36769de5ac750b4671737ca" +checksum = "644dd749086bf3771a2fbc5f256fdb982d53f011c7d5d560304eafeecebce79d" dependencies = [ "proc-macro2", "quote", - "syn 2.0.66", + "syn 2.0.98", ] [[package]] @@ -103,16 +125,16 @@ version = "0.2.14" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "d9b39be18770d11421cdb1b9947a45dd3f37e93092cbf377614828a319d5fee8" dependencies = [ - "hermit-abi 0.1.19", + "hermit-abi", "libc", "winapi", ] [[package]] name = "autocfg" -version = "1.3.0" +version = "1.4.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "0c4b4d0bd25bd0b74681c0ad21497610ce1b7c91b1022cd21c80c6fbdd9476b0" +checksum = "ace50bade8e6234aa140d9a2f552bbee1db4d353f69b8217bc503490fc1a9f26" [[package]] name = "backoff" @@ -121,7 +143,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "b62ddb9cb1ec0a098ad4bbf9344d0713fa193ae1a80af55febcff2627b6a00c1" dependencies = [ "futures-core", - "getrandom", + "getrandom 0.2.15", "instant", "pin-project-lite", "rand", @@ -130,17 +152,17 @@ dependencies = [ [[package]] name = "backtrace" -version = "0.3.72" +version = "0.3.74" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "17c6a35df3749d2e8bb1b7b21a976d82b15548788d2735b9d82f329268f71a11" +checksum = "8d82cb332cdfaed17ae235a638438ac4d4839913cc2af585c3c6746e8f8bee1a" dependencies = [ "addr2line", - "cc", "cfg-if", "libc", "miniz_oxide", "object", "rustc-demangle", + "windows-targets 0.52.6", ] [[package]] @@ -178,15 +200,15 @@ checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a" [[package]] name = "bitflags" -version = "2.5.0" +version = "2.8.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "cf4b9d6a944f767f8e5e0db018570623c85f3d925ac718db4e06d0187adb21c1" +checksum = "8f68f53c83ab957f72c32642f3868eec03eb974d1fb82e453128456482613d36" [[package]] name = "bstr" -version = "1.9.1" +version = "1.11.3" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "05efc5cfd9110c8416e471df0e96702d58690178e206e61b7173706673c93706" +checksum = "531a9155a481e2ee699d4f98f43c0ca4ff8ee1bfd55c31e9e98fb29d2b176fe0" dependencies = [ "memchr", "regex-automata", @@ -195,25 +217,31 @@ dependencies = [ [[package]] name = "bumpalo" -version = "3.16.0" +version = "3.17.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1628fb46dfa0b37568d12e5edd512553eccf6a22a78e8bde00bb4aed84d5bdbf" + +[[package]] +name = "byteorder" +version = "1.5.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "79296716171880943b8470b5f8d03aa55eb2e645a4874bdbb28adb49162e012c" +checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b" [[package]] name = "bytes" -version = "1.6.0" +version = "1.10.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "514de17de45fdb8dc022b1a7975556c53c86f9f0aa5f534b98977b171857c2c9" +checksum = "f61dac84819c6588b558454b194026eb1f09c293b9036ae9b159e74e73ab6cf9" [[package]] name = "cc" -version = "1.0.98" +version = "1.2.13" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "41c270e7540d725e65ac7f1b212ac8ce349719624d7bcff99f8e2e488e8cf03f" +checksum = "c7777341816418c02e033934a09f20dc0ccaf65a5201ef8a450ae0105a573fda" dependencies = [ "jobserver", "libc", - "once_cell", + "shlex", ] [[package]] @@ -224,9 +252,9 @@ checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd" [[package]] name = "cfg_aliases" -version = "0.1.1" +version = "0.2.1" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "fd16c4719339c4530435d38e511904438d07cce7950afa3718a84ac36c10e89e" +checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724" [[package]] name = "clap" @@ -245,12 +273,12 @@ dependencies = [ [[package]] name = "colored" -version = "2.1.0" +version = "2.2.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "cbf2150cce219b664a8a70df7a1f933836724b503f8a413af9365b4dcc4d90b8" +checksum = "117725a109d387c937a1533ce01b450cbde6b88abceea8473c4d7a85853cda3c" dependencies = [ "lazy_static", - "windows-sys 0.48.0", + "windows-sys 0.59.0", ] [[package]] @@ -269,14 +297,14 @@ dependencies = [ [[package]] name = "console" -version = "0.15.8" +version = "0.15.10" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "0e1f83fc076bd6dd27517eacdf25fef6c4dfe5f1d7448bafaaf3a26f13b5e4eb" +checksum = "ea3c6ecd8059b57859df5c69830340ed3c41d30e3da0c1cbed90a96ac853041b" dependencies = [ "encode_unicode", - "lazy_static", "libc", - "windows-sys 0.52.0", + "once_cell", + "windows-sys 0.59.0", ] [[package]] @@ -291,18 +319,18 @@ dependencies = [ [[package]] name = "core-foundation-sys" -version = "0.8.6" +version = "0.8.7" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "06ea2b9bc92be3c2baa9334a323ebca2d6f074ff852cd1d7b11064035cd3868f" +checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b" [[package]] name = "ctrlc" -version = "3.4.4" +version = "3.4.5" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "672465ae37dc1bc6380a6547a8883d5dd397b0f1faaad4f265726cc7042a5345" +checksum = "90eeab0aa92f3f9b4e87f258c72b139c207d251f9cbc1080a0086b86a8870dd3" dependencies = [ "nix", - "windows-sys 0.52.0", + "windows-sys 0.59.0", ] [[package]] @@ -371,6 +399,17 @@ dependencies = [ "syn 1.0.109", ] +[[package]] +name = "displaydoc" +version = "0.2.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "97369cbbc041bc366949bc74d34658d6cda5621039731c6310521892a3a20ae0" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.98", +] + [[package]] name = "dlv-list" version = "0.3.0" @@ -383,17 +422,23 @@ version = "0.15.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "77c90badedccf4105eca100756a0b1289e191f6fcbdadd3cee1d2f614f97da8f" +[[package]] +name = "dyn-clone" +version = "1.0.18" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "feeef44e73baff3a26d371801df019877a9866a8c493d315ab00177843314f35" + [[package]] name = "encode_unicode" -version = "0.3.6" +version = "1.0.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "a357d28ed41a50f9c765dbfe56cbc04a64e53e5fc58ba79fbc34c10ef3df831f" +checksum = "34aa73646ffb006b8f5147f3dc182bd4bcb190227ce861fc4a4844bf8e3cb2c0" [[package]] name = "encoding_rs" -version = "0.8.34" +version = "0.8.35" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "b45de904aa0b010bce2ab45264d0631681847fa7b6f2eaa7dab7619943bc4f59" +checksum = "75030f3c4f45dafd7586dd6780965a8c7e8e285a5ecb86713e63a79c5b2766f3" dependencies = [ "cfg-if", ] @@ -415,12 +460,12 @@ checksum = "5443807d6dff69373d433ab9ef5378ad8df50ca6298caf15de6e52e24aaf54d5" [[package]] name = "errno" -version = "0.3.9" +version = "0.3.10" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "534c5cf6194dfab3db3242765c03bbe257cf92f22b38f6bc0c58d59108a820ba" +checksum = "33d852cb9b869c2a9b3df2f71a3074817f01e1844f839a144f5fcef059a4eb5d" dependencies = [ "libc", - "windows-sys 0.52.0", + "windows-sys 0.59.0", ] [[package]] @@ -446,9 +491,9 @@ dependencies = [ [[package]] name = "fastrand" -version = "2.1.0" +version = "2.3.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "9fc0510504f03c51ada170672ac806f1f105a88aa97a5281117e1ddc3368e51a" +checksum = "37909eebbb50d72f9059c3b6d82c0463f2ff062c9e95845c43a6c9c0355411be" [[package]] name = "fnv" @@ -482,9 +527,9 @@ dependencies = [ [[package]] name = "futures" -version = "0.3.30" +version = "0.3.31" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "645c6916888f6cb6350d2550b80fb63e734897a8498abe35cfb732b6487804b0" +checksum = "65bc07b1a8bc7c85c5f2e110c476c7389b4554ba72af57d8445ea63a576b0876" dependencies = [ "futures-channel", "futures-core", @@ -497,9 +542,9 @@ dependencies = [ [[package]] name = "futures-channel" -version = "0.3.30" +version = "0.3.31" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "eac8f7d7865dcb88bd4373ab671c8cf4508703796caa2b1985a9ca867b3fcb78" +checksum = "2dff15bf788c671c1934e366d07e30c1814a8ef514e1af724a602e8a2fbe1b10" dependencies = [ "futures-core", "futures-sink", @@ -507,15 +552,15 @@ dependencies = [ [[package]] name = "futures-core" -version = "0.3.30" +version = "0.3.31" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "dfc6580bb841c5a68e9ef15c77ccc837b40a7504914d52e47b8b0e9bbda25a1d" +checksum = "05f29059c0c2090612e8d742178b0580d2dc940c837851ad723096f87af6663e" [[package]] name = "futures-executor" -version = "0.3.30" +version = "0.3.31" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "a576fc72ae164fca6b9db127eaa9a9dda0d61316034f33a0a0d4eda41f02b01d" +checksum = "1e28d1d997f585e54aebc3f97d39e72338912123a67330d723fdbb564d646c9f" dependencies = [ "futures-core", "futures-task", @@ -524,32 +569,32 @@ dependencies = [ [[package]] name = "futures-io" -version = "0.3.30" +version = "0.3.31" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "a44623e20b9681a318efdd71c299b6b222ed6f231972bfe2f224ebad6311f0c1" +checksum = "9e5c1b78ca4aae1ac06c48a526a655760685149f0d465d21f37abfe57ce075c6" [[package]] name = "futures-macro" -version = "0.3.30" +version = "0.3.31" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "87750cf4b7a4c0625b1529e4c543c2182106e4dedc60a2a6455e00d212c489ac" +checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650" dependencies = [ "proc-macro2", "quote", - "syn 2.0.66", + "syn 2.0.98", ] [[package]] name = "futures-sink" -version = "0.3.30" +version = "0.3.31" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "9fb8e00e87438d937621c1c6269e53f536c14d3fbd6a042bb24879e57d474fb5" +checksum = "e575fab7d1e0dcb8d0c7bcf9a63ee213816ab51902e6d244a95819acacf1d4f7" [[package]] name = "futures-task" -version = "0.3.30" +version = "0.3.31" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "38d84fa142264698cdce1a9f9172cf383a0c82de1bddcf3092901442c4097004" +checksum = "f90f7dce0722e95104fcb095585910c0977252f286e354b5e3bd38902cd99988" [[package]] name = "futures-timer" @@ -559,9 +604,9 @@ checksum = "f288b0a4f20f9a56b5d1da57e2227c661b7b16168e2f72365f57b63326e29b24" [[package]] name = "futures-util" -version = "0.3.30" +version = "0.3.31" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "3d6401deb83407ab3da39eba7e33987a73c3df0c82b4bb5813ee871c19c41d48" +checksum = "9fa08315bb612088cc391249efdc3bc77536f16c91f6cf495e6fbe85b20a4a81" dependencies = [ "futures-channel", "futures-core", @@ -583,18 +628,30 @@ checksum = "c4567c8db10ae91089c99af84c68c38da3ec2f087c3f82960bcdbf3656b6f4d7" dependencies = [ "cfg-if", "libc", - "wasi", + "wasi 0.11.0+wasi-snapshot-preview1", +] + +[[package]] +name = "getrandom" +version = "0.3.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "43a49c392881ce6d5c3b8cb70f98717b7c07aabbdff06687b9030dbfbe2725f8" +dependencies = [ + "cfg-if", + "libc", + "wasi 0.13.3+wasi-0.2.2", + "windows-targets 0.52.6", ] [[package]] name = "gimli" -version = "0.29.0" +version = "0.31.1" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "40ecd4077b5ae9fd2e9e169b102c6c330d0605168eb0e8bf79952b256dbefffd" +checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.25" +version = "0.2.26" dependencies = [ "anyhow", "async-openai", @@ -618,7 +675,7 @@ dependencies = [ "serde_json", "structopt", "tempfile", - "thiserror", + "thiserror 1.0.69", "tiktoken-rs", "tokio", ] @@ -629,7 +686,7 @@ version = "0.18.3" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "232e6a7bfe35766bf715e55a88b39a700596c0ccfd88cd3680b4cdb40d66ef70" dependencies = [ - "bitflags 2.5.0", + "bitflags 2.8.0", "libc", "libgit2-sys", "log", @@ -648,7 +705,7 @@ dependencies = [ "futures-sink", "futures-util", "http 0.2.12", - "indexmap", + "indexmap 2.7.1", "slab", "tokio", "tokio-util", @@ -666,9 +723,9 @@ dependencies = [ [[package]] name = "hashbrown" -version = "0.14.5" +version = "0.15.2" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "e5274423e17b7c9fc20b6e7e208532f9b19825d82dfd615708b70edd83df41f1" +checksum = "bf151400ff0baff5465007dd2f3e717f3fe502074ca563069ce3a6629d07b289" [[package]] name = "heck" @@ -688,19 +745,13 @@ dependencies = [ "libc", ] -[[package]] -name = "hermit-abi" -version = "0.3.9" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "d231dfb89cfffdbc30e7fc41579ed6066ad03abda9e567ccafae602b97ec5024" - [[package]] name = "home" -version = "0.5.9" +version = "0.5.11" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "e3d1354bf6b7235cb4a0576c2619fd4ed18183f689b12b006a0ee7329eeff9a5" +checksum = "589533453244b0995c858700322199b2becb13b627df2851f64a2775d024abcf" dependencies = [ - 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"adler", + "adler2", ] [[package]] name = "mio" -version = "0.8.11" +version = "1.0.3" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "a4a650543ca06a924e8b371db273b2756685faae30f8487da1b56505a8f78b0c" +checksum = "2886843bf800fba2e3377cff24abf6379b4c4d5c6681eaf9ea5b0d15090450bd" dependencies = [ "libc", - "wasi", - "windows-sys 0.48.0", + "wasi 0.11.0+wasi-snapshot-preview1", + "windows-sys 0.52.0", ] [[package]] name = "native-tls" -version = "0.2.12" +version = "0.2.13" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "a8614eb2c83d59d1c8cc974dd3f920198647674a0a035e1af1fa58707e317466" +checksum = "0dab59f8e050d5df8e4dd87d9206fb6f65a483e20ac9fda365ade4fab353196c" dependencies = [ "libc", "log", @@ -1065,11 +1262,11 @@ dependencies = [ [[package]] name = "nix" -version = "0.28.0" +version = "0.29.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "ab2156c4fce2f8df6c499cc1c763e4394b7482525bf2a9701c9d79d215f519e4" +checksum = "71e2746dc3a24dd78b3cfcb7be93368c6de9963d30f43a6a73998a9cf4b17b46" dependencies = [ - "bitflags 2.5.0", + "bitflags 2.8.0", "cfg-if", "cfg_aliases", "libc", @@ -1085,16 +1282,6 @@ dependencies = [ "minimal-lexical", ] -[[package]] -name = "num_cpus" -version = "1.16.0" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "4161fcb6d602d4d2081af7c3a45852d875a03dd337a6bfdd6e06407b61342a43" -dependencies = [ - "hermit-abi 0.3.9", - "libc", -] - [[package]] name = "number_prefix" version = "0.4.0" @@ -1103,40 +1290,43 @@ checksum = "830b246a0e5f20af87141b25c173cd1b609bd7779a4617d6ec582abaf90870f3" [[package]] name = "object" -version = "0.35.0" +version = "0.36.7" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "b8ec7ab813848ba4522158d5517a6093db1ded27575b070f4177b8d12b41db5e" +checksum = "62948e14d923ea95ea2c7c86c71013138b66525b86bdc08d2dcc262bdb497b87" dependencies = [ "memchr", ] [[package]] name = "ollama-rs" -version = "0.2.0" +version = "0.2.5" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "255252ec57e13d2d6ae074c7b7cd8c004d17dafb1e03f954ba2fd5cc226f8f49" +checksum = "269d1ec6f5f1b7a7b7413ab7eacb65177462f086293b4039bc43ee8bbed53836" dependencies = [ - "async-trait", + "async-stream", "log", - "reqwest 0.12.5", + "reqwest 0.12.12", + "schemars", "serde", "serde_json", + "static_assertions", + "thiserror 2.0.11", "url", ] [[package]] name = "once_cell" -version = "1.19.0" +version = "1.20.3" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "3fdb12b2476b595f9358c5161aa467c2438859caa136dec86c26fdd2efe17b92" +checksum = "945462a4b81e43c4e3ba96bd7b49d834c6f61198356aa858733bc4acf3cbe62e" [[package]] name = "openssl" -version = "0.10.64" +version = "0.10.70" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "95a0481286a310808298130d22dd1fef0fa571e05a8f44ec801801e84b216b1f" +checksum = "61cfb4e166a8bb8c9b55c500bc2308550148ece889be90f609377e58140f42c6" dependencies = [ - "bitflags 2.5.0", + "bitflags 2.8.0", "cfg-if", "foreign-types", "libc", @@ -1153,20 +1343,20 @@ checksum = "a948666b637a0f465e8564c73e89d4dde00d72d4d473cc972f390fc3dcee7d9c" dependencies = [ "proc-macro2", "quote", - "syn 2.0.66", + "syn 2.0.98", ] [[package]] name = "openssl-probe" -version = "0.1.5" +version = "0.1.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "ff011a302c396a5197692431fc1948019154afc178baf7d8e37367442a4601cf" +checksum = "d05e27ee213611ffe7d6348b942e8f942b37114c00cc03cec254295a4a17852e" [[package]] name = "openssl-sys" -version = "0.9.102" +version = "0.9.105" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "c597637d56fbc83893a35eb0dd04b2b8e7a50c91e64e9493e398b5df4fb45fa2" +checksum = "8b22d5b84be05a8d6947c7cb71f7c849aa0f112acd4bf51c2a7c1c988ac0a9dc" dependencies = [ "cc", "libc", @@ -1204,14 +1394,14 @@ dependencies = [ "libc", "redox_syscall", "smallvec", - "windows-targets 0.52.5", + "windows-targets 0.52.6", ] [[package]] name = "pathdiff" -version = "0.2.1" +version = "0.2.3" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "8835116a5c179084a830efb3adc117ab007512b535bc1a21c991d3b32a6b44dd" +checksum = "df94ce210e5bc13cb6651479fa48d14f601d9858cfe0467f43ae157023b938d3" [[package]] name = "percent-encoding" @@ -1219,31 +1409,11 @@ version = "2.3.1" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "e3148f5046208a5d56bcfc03053e3ca6334e51da8dfb19b6cdc8b306fae3283e" -[[package]] -name = "pin-project" -version = "1.1.5" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "b6bf43b791c5b9e34c3d182969b4abb522f9343702850a2e57f460d00d09b4b3" -dependencies = [ - "pin-project-internal", -] - -[[package]] -name = "pin-project-internal" -version = "1.1.5" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "2f38a4412a78282e09a2cf38d195ea5420d15ba0602cb375210efbc877243965" -dependencies = [ - "proc-macro2", - "quote", - "syn 2.0.66", -] - [[package]] name = "pin-project-lite" -version = "0.2.14" +version = "0.2.16" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "bda66fc9667c18cb2758a2ac84d1167245054bcf85d5d1aaa6923f45801bdd02" +checksum = "3b3cff922bd51709b605d9ead9aa71031d81447142d828eb4a6eba76fe619f9b" [[package]] name = "pin-utils" @@ -1253,21 +1423,24 @@ checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184" [[package]] name = "pkg-config" -version = "0.3.30" +version = "0.3.31" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "d231b230927b5e4ad203db57bbcbee2802f6bce620b1e4a9024a07d94e2907ec" +checksum = "953ec861398dccce10c670dfeaf3ec4911ca479e9c02154b3a215178c5f566f2" [[package]] name = "portable-atomic" -version = "1.6.0" +version = "1.10.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "7170ef9988bc169ba16dd36a7fa041e5c4cbeb6a35b76d4c03daded371eae7c0" +checksum = "280dc24453071f1b63954171985a0b0d30058d287960968b9b2aca264c8d4ee6" [[package]] name = "ppv-lite86" -version = "0.2.17" +version = "0.2.20" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "5b40af805b3121feab8a3c29f04d8ad262fa8e0561883e7653e024ae4479e6de" +checksum = "77957b295656769bb8ad2b6a6b09d897d94f05c41b069aede1fcdaa675eaea04" +dependencies = [ + "zerocopy", +] [[package]] name = "proc-macro-error" @@ -1295,18 +1468,18 @@ dependencies = [ [[package]] name = "proc-macro2" -version = "1.0.84" +version = "1.0.93" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "ec96c6a92621310b51366f1e28d05ef11489516e93be030060e5fc12024a49d6" +checksum = "60946a68e5f9d28b0dc1c21bb8a97ee7d018a8b322fa57838ba31cc878e22d99" dependencies = [ "unicode-ident", ] [[package]] name = "quote" -version = "1.0.36" +version = "1.0.38" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "0fa76aaf39101c457836aec0ce2316dbdc3ab723cdda1c6bd4e6ad4208acaca7" +checksum = "0e4dccaaaf89514f546c693ddc140f729f958c247918a13380cccc6078391acc" dependencies = [ "proc-macro2", ] @@ -1338,23 +1511,23 @@ version = "0.6.4" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "ec0be4795e2f6a28069bec0b5ff3e2ac9bafc99e6a9a7dc3547996c5c816922c" dependencies = [ - "getrandom", + "getrandom 0.2.15", ] [[package]] name = "redox_syscall" -version = "0.5.1" +version = "0.5.8" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "469052894dcb553421e483e4209ee581a45100d31b4018de03e5a7ad86374a7e" +checksum = "03a862b389f93e68874fbf580b9de08dd02facb9a788ebadaf4a3fd33cf58834" dependencies = [ - "bitflags 2.5.0", + "bitflags 2.8.0", ] [[package]] name = "regex" -version = "1.10.4" +version = "1.11.1" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "c117dbdfde9c8308975b6a18d71f3f385c89461f7b3fb054288ecf2a2058ba4c" +checksum = "b544ef1b4eac5dc2db33ea63606ae9ffcfac26c1416a2806ae0bf5f56b201191" dependencies = [ "aho-corasick", "memchr", @@ -1364,9 +1537,9 @@ dependencies = [ [[package]] name = "regex-automata" -version = "0.4.6" +version = "0.4.9" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "86b83b8b9847f9bf95ef68afb0b8e6cdb80f498442f5179a29fad448fcc1eaea" +checksum = "809e8dc61f6de73b46c85f4c96486310fe304c434cfa43669d7b40f711150908" dependencies = [ "aho-corasick", "memchr", @@ -1375,9 +1548,9 @@ dependencies = [ [[package]] name = "regex-syntax" -version = "0.8.3" +version = "0.8.5" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "adad44e29e4c806119491a7f06f03de4d1af22c3a680dd47f1e6e179439d1f56" +checksum = "2b15c43186be67a4fd63bee50d0303afffcef381492ebe2c5d87f324e1b8815c" [[package]] name = "reqwest" @@ -1393,7 +1566,7 @@ dependencies = [ "h2", "http 0.2.12", "http-body 0.4.6", - "hyper 0.14.28", + "hyper 0.14.32", "hyper-tls 0.5.0", "ipnet", "js-sys", @@ -1419,23 +1592,23 @@ dependencies = [ "wasm-bindgen-futures", "wasm-streams", "web-sys", - "winreg 0.50.0", + "winreg", ] [[package]] name = "reqwest" -version = "0.12.5" +version = "0.12.12" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "c7d6d2a27d57148378eb5e111173f4276ad26340ecc5c49a4a2152167a2d6a37" +checksum = "43e734407157c3c2034e0258f5e4473ddb361b1e85f95a66690d67264d7cd1da" dependencies = [ "base64 0.22.1", "bytes", "futures-core", "futures-util", - "http 1.1.0", + "http 1.2.0", "http-body 1.0.1", "http-body-util", - "hyper 1.4.1", + "hyper 1.6.0", "hyper-tls 0.6.0", "hyper-util", "ipnet", @@ -1446,19 +1619,20 @@ dependencies = [ "once_cell", "percent-encoding", "pin-project-lite", - "rustls-pemfile 2.1.2", + "rustls-pemfile 2.2.0", "serde", "serde_json", "serde_urlencoded", - "sync_wrapper 1.0.1", + "sync_wrapper 1.0.2", "tokio", "tokio-native-tls", + "tower", "tower-service", "url", "wasm-bindgen", "wasm-bindgen-futures", "web-sys", - "winreg 0.52.0", + "windows-registry", ] [[package]] @@ -1474,7 +1648,7 @@ dependencies = [ "nom", "pin-project-lite", "reqwest 0.11.27", - "thiserror", + "thiserror 1.0.69", ] [[package]] @@ -1507,15 +1681,15 @@ checksum = "08d43f7aa6b08d49f382cde6a7982047c3426db949b1424bc4b7ec9ae12c6ce2" [[package]] name = "rustix" -version = "0.38.34" +version = "0.38.44" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "70dc5ec042f7a43c4a73241207cecc9873a06d45debb38b329f8541d85c2730f" +checksum = "fdb5bc1ae2baa591800df16c9ca78619bf65c0488b41b96ccec5d11220d8c154" dependencies = [ - "bitflags 2.5.0", + "bitflags 2.8.0", "errno", "libc", "linux-raw-sys", - "windows-sys 0.52.0", + "windows-sys 0.59.0", ] [[package]] @@ -1529,33 +1703,63 @@ dependencies = [ [[package]] name = "rustls-pemfile" -version = "2.1.2" +version = "2.2.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "29993a25686778eb88d4189742cd713c9bce943bc54251a33509dc63cbacf73d" +checksum = "dce314e5fee3f39953d46bb63bb8a46d40c2f8fb7cc5a3b6cab2bde9721d6e50" dependencies = [ - "base64 0.22.1", "rustls-pki-types", ] [[package]] name = "rustls-pki-types" -version = "1.7.0" +version = "1.11.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "976295e77ce332211c0d24d92c0e83e50f5c5f046d11082cea19f3df13a3562d" +checksum = "917ce264624a4b4db1c364dcc35bfca9ded014d0a958cd47ad3e960e988ea51c" + +[[package]] +name = "rustversion" +version = "1.0.19" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "f7c45b9784283f1b2e7fb61b42047c2fd678ef0960d4f6f1eba131594cc369d4" [[package]] name = "ryu" -version = "1.0.18" +version = "1.0.19" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "f3cb5ba0dc43242ce17de99c180e96db90b235b8a9fdc9543c96d2209116bd9f" +checksum = "6ea1a2d0a644769cc99faa24c3ad26b379b786fe7c36fd3c546254801650e6dd" [[package]] name = "schannel" -version = "0.1.23" +version = "0.1.27" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "fbc91545643bcf3a0bbb6569265615222618bdf33ce4ffbbd13c4bbd4c093534" +checksum = "1f29ebaa345f945cec9fbbc532eb307f0fdad8161f281b6369539c8d84876b3d" dependencies = [ - "windows-sys 0.52.0", + "windows-sys 0.59.0", +] + +[[package]] +name = "schemars" +version = "0.8.21" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "09c024468a378b7e36765cd36702b7a90cc3cba11654f6685c8f233408e89e92" +dependencies = [ + "dyn-clone", + "indexmap 1.9.3", + "schemars_derive", + "serde", + "serde_json", +] + +[[package]] +name = "schemars_derive" +version = "0.8.21" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "b1eee588578aff73f856ab961cd2f79e36bc45d7ded33a7562adba4667aecc0e" +dependencies = [ + "proc-macro2", + "quote", + "serde_derive_internals", + "syn 2.0.98", ] [[package]] @@ -1576,11 +1780,11 @@ dependencies = [ [[package]] name = "security-framework" -version = "2.11.0" +version = "2.11.1" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "c627723fd09706bacdb5cf41499e95098555af3c3c29d014dc3c458ef6be11c0" +checksum = "897b2245f0b511c87893af39b033e5ca9cce68824c4d7e7630b5a1d339658d02" dependencies = [ - "bitflags 2.5.0", + "bitflags 2.8.0", "core-foundation", "core-foundation-sys", "libc", @@ -1589,9 +1793,9 @@ dependencies = [ [[package]] name = "security-framework-sys" -version = "2.11.0" +version = "2.14.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "317936bbbd05227752583946b9e66d7ce3b489f84e11a94a510b4437fef407d7" +checksum = "49db231d56a190491cb4aeda9527f1ad45345af50b0851622a7adb8c03b01c32" dependencies = [ "core-foundation-sys", "libc", @@ -1599,22 +1803,33 @@ dependencies = [ [[package]] name = "serde" -version = "1.0.203" +version = "1.0.217" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "7253ab4de971e72fb7be983802300c30b5a7f0c2e56fab8abfc6a214307c0094" +checksum = "02fc4265df13d6fa1d00ecff087228cc0a2b5f3c0e87e258d8b94a156e984c70" dependencies = [ "serde_derive", ] [[package]] name = "serde_derive" -version = "1.0.203" +version = "1.0.217" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "5a9bf7cf98d04a2b28aead066b7496853d4779c9cc183c440dbac457641e19a0" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.98", +] + +[[package]] +name = "serde_derive_internals" +version = "0.29.1" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "500cbc0ebeb6f46627f50f3f5811ccf6bf00643be300b4c3eabc0ef55dc5b5ba" +checksum = "18d26a20a969b9e3fdf2fc2d9f21eda6c40e2de84c9408bb5d3b05d499aae711" dependencies = [ "proc-macro2", "quote", - "syn 2.0.66", + "syn 2.0.98", ] [[package]] @@ -1630,11 +1845,12 @@ dependencies = [ [[package]] name = "serde_json" -version = "1.0.117" +version = "1.0.138" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "455182ea6142b14f93f4bc5320a2b31c1f266b66a4a5c858b013302a5d8cbfc3" +checksum = "d434192e7da787e94a6ea7e9670b26a036d0ca41e0b7efb2676dd32bae872949" dependencies = [ "itoa", + "memchr", "ryu", "serde", ] @@ -1651,6 +1867,12 @@ dependencies = [ "serde", ] +[[package]] +name = "shlex" +version = "1.3.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "0fda2ff0d084019ba4d7c6f371c95d8fd75ce3524c3cb8fb653a3023f6323e64" + [[package]] name = "slab" version = "0.4.9" @@ -1668,14 +1890,26 @@ checksum = "3c5e1a9a646d36c3599cd173a41282daf47c44583ad367b8e6837255952e5c67" [[package]] name = "socket2" -version = "0.5.7" +version = "0.5.8" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "ce305eb0b4296696835b71df73eb912e0f1ffd2556a501fcede6e0c50349191c" +checksum = "c970269d99b64e60ec3bd6ad27270092a5394c4e309314b18ae3fe575695fbe8" dependencies = [ "libc", "windows-sys 0.52.0", ] +[[package]] +name = "stable_deref_trait" +version = "1.2.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a8f112729512f8e442d81f95a8a7ddf2b7c6b8a1a6f509a95864142b30cab2d3" + +[[package]] +name = "static_assertions" +version = "1.1.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a2eb9349b6444b326872e140eb1cf5e7c522154d69e7a0ffb0fb81c06b37543f" + [[package]] name = "strsim" version = "0.8.0" @@ -1725,9 +1959,9 @@ dependencies = [ [[package]] name = "syn" -version = "2.0.66" +version = "2.0.98" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "c42f3f41a2de00b01c0aaad383c5a45241efc8b2d1eda5661812fda5f3cdcff5" +checksum = "36147f1a48ae0ec2b5b3bc5b537d267457555a10dc06f3dbc8cb11ba3006d3b1" dependencies = [ "proc-macro2", "quote", @@ -1742,9 +1976,23 @@ checksum = "2047c6ded9c721764247e62cd3b03c09ffc529b2ba5b10ec482ae507a4a70160" [[package]] name = "sync_wrapper" -version = "1.0.1" +version = "1.0.2" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "a7065abeca94b6a8a577f9bd45aa0867a2238b74e8eb67cf10d492bc39351394" +checksum = "0bf256ce5efdfa370213c1dabab5935a12e49f2c58d15e9eac2870d3b4f27263" +dependencies = [ + "futures-core", +] + +[[package]] +name = "synstructure" +version = "0.13.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c8af7666ab7b6390ab78131fb5b0fce11d6b7a6951602017c35fa82800708971" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.98", +] [[package]] name = "system-configuration" @@ -1769,14 +2017,16 @@ dependencies = [ [[package]] name = "tempfile" -version = "3.10.1" +version = "3.16.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "85b77fafb263dd9d05cbeac119526425676db3784113aa9295c88498cbf8bff1" +checksum = "38c246215d7d24f48ae091a2902398798e05d978b24315d6efbc00ede9a8bb91" dependencies = [ "cfg-if", "fastrand", + "getrandom 0.3.1", + "once_cell", "rustix", - 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"syn 2.0.66", + "syn 2.0.98", "wasm-bindgen-backend", "wasm-bindgen-shared", ] [[package]] name = "wasm-bindgen-shared" -version = "0.2.92" +version = "0.2.100" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "af190c94f2773fdb3729c55b007a722abb5384da03bc0986df4c289bf5567e96" +checksum = "1a05d73b933a847d6cccdda8f838a22ff101ad9bf93e33684f39c1f5f0eece3d" +dependencies = [ + "unicode-ident", +] [[package]] name = "wasm-streams" -version = "0.4.0" +version = "0.4.2" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "b65dc4c90b63b118468cf747d8bf3566c1913ef60be765b5730ead9e0a3ba129" +checksum = "15053d8d85c7eccdbefef60f06769760a563c7f0a9d6902a13d35c7800b0ad65" dependencies = [ "futures-util", "js-sys", @@ -2137,9 +2409,19 @@ dependencies = [ [[package]] name = "web-sys" -version = "0.3.69" +version = "0.3.77" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "33b6dd2ef9186f1f2072e409e99cd22a975331a6b3591b12c764e0e55c60d5d2" +dependencies = [ + "js-sys", + "wasm-bindgen", +] + +[[package]] +name = "web-time" +version = "1.1.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "77afa9a11836342370f4817622a2f0f418b134426d91a82dfb48f532d2ec13ef" +checksum = "5a6580f308b1fad9207618087a65c04e7a10bc77e02c8e84e9b00dd4b12fa0bb" dependencies = [ "js-sys", "wasm-bindgen", @@ -2167,6 +2449,36 @@ version = "0.4.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f" +[[package]] +name = "windows-registry" +version = "0.2.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "e400001bb720a623c1c69032f8e3e4cf09984deec740f007dd2b03ec864804b0" +dependencies = [ + "windows-result", + "windows-strings", + "windows-targets 0.52.6", +] + +[[package]] +name = "windows-result" +version = "0.2.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1d1043d8214f791817bab27572aaa8af63732e11bf84aa21a45a78d6c317ae0e" +dependencies = [ + "windows-targets 0.52.6", +] + +[[package]] +name = "windows-strings" +version = "0.1.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "4cd9b125c486025df0eabcb585e62173c6c9eddcec5d117d3b6e8c30e2ee4d10" +dependencies = [ + "windows-result", + "windows-targets 0.52.6", +] + [[package]] name = "windows-sys" version = "0.48.0" @@ -2182,7 +2494,16 @@ version = "0.52.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "282be5f36a8ce781fad8c8ae18fa3f9beff57ec1b52cb3de0789201425d9a33d" dependencies = [ - "windows-targets 0.52.5", + "windows-targets 0.52.6", +] + +[[package]] +name = "windows-sys" +version = "0.59.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1e38bc4d79ed67fd075bcc251a1c39b32a1776bbe92e5bef1f0bf1f8c531853b" +dependencies = [ + "windows-targets 0.52.6", ] [[package]] @@ -2202,18 +2523,18 @@ dependencies = [ [[package]] name = "windows-targets" -version = "0.52.5" +version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "6f0713a46559409d202e70e28227288446bf7841d3211583a4b53e3f6d96e7eb" +checksum = "9b724f72796e036ab90c1021d4780d4d3d648aca59e491e6b98e725b84e99973" dependencies = [ - "windows_aarch64_gnullvm 0.52.5", - "windows_aarch64_msvc 0.52.5", - "windows_i686_gnu 0.52.5", + "windows_aarch64_gnullvm 0.52.6", + "windows_aarch64_msvc 0.52.6", + "windows_i686_gnu 0.52.6", "windows_i686_gnullvm", - "windows_i686_msvc 0.52.5", - "windows_x86_64_gnu 0.52.5", - "windows_x86_64_gnullvm 0.52.5", - "windows_x86_64_msvc 0.52.5", + "windows_i686_msvc 0.52.6", + "windows_x86_64_gnu 0.52.6", + "windows_x86_64_gnullvm 0.52.6", + "windows_x86_64_msvc 0.52.6", ] [[package]] @@ -2224,9 +2545,9 @@ checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8" [[package]] name = "windows_aarch64_gnullvm" -version = "0.52.5" +version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "7088eed71e8b8dda258ecc8bac5fb1153c5cffaf2578fc8ff5d61e23578d3263" +checksum = "32a4622180e7a0ec044bb555404c800bc9fd9ec262ec147edd5989ccd0c02cd3" [[package]] name = "windows_aarch64_msvc" @@ -2236,9 +2557,9 @@ checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc" [[package]] name = "windows_aarch64_msvc" -version = "0.52.5" +version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "9985fd1504e250c615ca5f281c3f7a6da76213ebd5ccc9561496568a2752afb6" +checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469" [[package]] name = "windows_i686_gnu" @@ -2248,15 +2569,15 @@ checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e" [[package]] name = "windows_i686_gnu" -version = "0.52.5" +version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "88ba073cf16d5372720ec942a8ccbf61626074c6d4dd2e745299726ce8b89670" +checksum = "8e9b5ad5ab802e97eb8e295ac6720e509ee4c243f69d781394014ebfe8bbfa0b" [[package]] name = "windows_i686_gnullvm" -version = "0.52.5" +version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "87f4261229030a858f36b459e748ae97545d6f1ec60e5e0d6a3d32e0dc232ee9" +checksum = "0eee52d38c090b3caa76c563b86c3a4bd71ef1a819287c19d586d7334ae8ed66" [[package]] name = "windows_i686_msvc" @@ -2266,9 +2587,9 @@ checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406" [[package]] name = "windows_i686_msvc" -version = "0.52.5" +version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "db3c2bf3d13d5b658be73463284eaf12830ac9a26a90c717b7f771dfe97487bf" +checksum = "240948bc05c5e7c6dabba28bf89d89ffce3e303022809e73deaefe4f6ec56c66" [[package]] name = "windows_x86_64_gnu" @@ -2278,9 +2599,9 @@ checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e" [[package]] name = "windows_x86_64_gnu" -version = "0.52.5" +version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "4e4246f76bdeff09eb48875a0fd3e2af6aada79d409d33011886d3e1581517d9" +checksum = "147a5c80aabfbf0c7d901cb5895d1de30ef2907eb21fbbab29ca94c5b08b1a78" [[package]] name = "windows_x86_64_gnullvm" @@ -2290,9 +2611,9 @@ checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc" [[package]] name = "windows_x86_64_gnullvm" -version = "0.52.5" +version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "852298e482cd67c356ddd9570386e2862b5673c85bd5f88df9ab6802b334c596" +checksum = "24d5b23dc417412679681396f2b49f3de8c1473deb516bd34410872eff51ed0d" [[package]] name = "windows_x86_64_msvc" @@ -2302,9 +2623,9 @@ checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538" [[package]] name = "windows_x86_64_msvc" -version = "0.52.5" +version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "bec47e5bfd1bff0eeaf6d8b485cc1074891a197ab4225d504cb7a1ab88b02bf0" +checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec" [[package]] name = "winreg" @@ -2317,13 +2638,90 @@ dependencies = [ ] [[package]] -name = "winreg" -version = "0.52.0" +name = "wit-bindgen-rt" +version = "0.33.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "a277a57398d4bfa075df44f501a17cfdf8542d224f0d36095a2adc7aee4ef0a5" +checksum = "3268f3d866458b787f390cf61f4bbb563b922d091359f9608842999eaee3943c" dependencies = [ - "cfg-if", - "windows-sys 0.48.0", + "bitflags 2.8.0", +] + +[[package]] +name = "write16" +version = "1.0.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "d1890f4022759daae28ed4fe62859b1236caebfc61ede2f63ed4e695f3f6d936" + +[[package]] +name = "writeable" +version = "0.5.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1e9df38ee2d2c3c5948ea468a8406ff0db0b29ae1ffde1bcf20ef305bcc95c51" + +[[package]] +name = "yoke" +version = "0.7.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "120e6aef9aa629e3d4f52dc8cc43a015c7724194c97dfaf45180d2daf2b77f40" +dependencies = [ + "serde", + "stable_deref_trait", + "yoke-derive", + "zerofrom", +] + +[[package]] +name = "yoke-derive" +version = "0.7.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "2380878cad4ac9aac1e2435f3eb4020e8374b5f13c296cb75b4620ff8e229154" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.98", + "synstructure", +] + +[[package]] +name = "zerocopy" +version = "0.7.35" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1b9b4fd18abc82b8136838da5d50bae7bdea537c574d8dc1a34ed098d6c166f0" +dependencies = [ + "byteorder", + "zerocopy-derive", +] + +[[package]] +name = "zerocopy-derive" +version = "0.7.35" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "fa4f8080344d4671fb4e831a13ad1e68092748387dfc4f55e356242fae12ce3e" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.98", +] + +[[package]] +name = "zerofrom" +version = "0.1.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "cff3ee08c995dee1859d998dea82f7374f2826091dd9cd47def953cae446cd2e" +dependencies = [ + "zerofrom-derive", +] + +[[package]] +name = "zerofrom-derive" +version = "0.1.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "595eed982f7d355beb85837f651fa22e90b3c044842dc7f2c2842c086f295808" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.98", + "synstructure", ] [[package]] @@ -2331,3 +2729,25 @@ name = "zeroize" version = "1.8.1" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "ced3678a2879b30306d323f4542626697a464a97c0a07c9aebf7ebca65cd4dde" + +[[package]] +name = "zerovec" +version = "0.10.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "aa2b893d79df23bfb12d5461018d408ea19dfafe76c2c7ef6d4eba614f8ff079" +dependencies = [ + "yoke", + "zerofrom", + "zerovec-derive", +] + +[[package]] +name = "zerovec-derive" +version = "0.10.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "6eafa6dfb17584ea3e2bd6e76e0cc15ad7af12b09abdd1ca55961bed9b1063c6" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.98", +] diff --git a/Cargo.toml b/Cargo.toml index 69aa3ad8..74abf0ef 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -42,7 +42,6 @@ thiserror = "1.0.61" tokio = { version = "1.38.0", features = ["rt-multi-thread"] } tiktoken-rs = { version = "0.5.9" } ollama-rs = "0.2.0" -rust-build = { version = "1.4.5" } [dev-dependencies] tempfile = "3.10.1" From 9220969c4afa20dba86407ba51ef8d680b9b1c11 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 17:03:28 +0100 Subject: [PATCH 049/186] Upgrade `git-ai` to version 0.2.26, update CD workflow. --- .github/workflows/cd.yml | 188 ++++++++++++++++++++++----------------- 1 file changed, 107 insertions(+), 81 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 4e2a6e02..73d05135 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -15,89 +15,115 @@ permissions: env: CARGO_TERM_COLOR: always -jobs: - build-x86: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - - name: Add target - run: rustup target add x86_64-unknown-linux-musl - - - name: Compile - id: compile-x86 - uses: rust-build/rust-build.action@v1.4.5 - with: - RUSTTARGET: x86_64-unknown-linux-musl - UPLOAD_MODE: none - - - name: Upload artifact - uses: actions/upload-artifact@v3 - with: - name: Binary-x86 - path: | - ${{ steps.compile-x86.outputs.BUILT_ARCHIVE }} - ${{ steps.compile-x86.outputs.BUILT_CHECKSUM }} - - build-arm: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - - name: Add target - run: rustup target add aarch64-unknown-linux-gnu - - - name: Compile - id: compile-arm - uses: rust-build/rust-build.action@v1.4.5 - with: - RUSTTARGET: aarch64-unknown-linux-gnu - UPLOAD_MODE: none - - - name: Upload artifact - uses: actions/upload-artifact@v3 - with: - name: Binary-arm - path: | - ${{ steps.compile-arm.outputs.BUILT_ARCHIVE }} - ${{ steps.compile-arm.outputs.BUILT_CHECKSUM }} +# jobs: +# build-x86: +# runs-on: ubuntu-latest +# steps: +# - uses: actions/checkout@v4 + +# - name: Add target +# run: rustup target add x86_64-unknown-linux-musl + +# - name: Compile +# id: compile-x86 +# uses: rust-build/rust-build.action@v1.4.5 +# with: +# RUSTTARGET: x86_64-unknown-linux-musl +# UPLOAD_MODE: none + +# - name: Upload artifact +# uses: actions/upload-artifact@v3 +# with: +# name: Binary-x86 +# path: | +# ${{ steps.compile-x86.outputs.BUILT_ARCHIVE }} +# ${{ steps.compile-x86.outputs.BUILT_CHECKSUM }} + +# build-arm: +# runs-on: ubuntu-latest +# steps: +# - uses: actions/checkout@v4 + +# - name: Add target +# run: rustup target add aarch64-unknown-linux-gnu + +# - name: Compile +# id: compile-arm +# uses: rust-build/rust-build.action@v1.4.5 +# with: +# RUSTTARGET: aarch64-unknown-linux-gnu +# UPLOAD_MODE: none + +# - name: Upload artifact +# uses: actions/upload-artifact@v3 +# with: +# name: Binary-arm +# path: | +# ${{ steps.compile-arm.outputs.BUILT_ARCHIVE }} +# ${{ steps.compile-arm.outputs.BUILT_CHECKSUM }} + +# release: +# needs: [build-x86, build-arm] +# runs-on: ubuntu-latest +# steps: +# - uses: actions/checkout@v4 +# with: +# fetch-depth: 0 +# token: ${{ secrets.GITHUB_TOKEN }} + +# - name: Setup Git +# run: | +# git config user.name "Linus Oleander" +# git config user.email "oleander@users.noreply.github.com" + +# - name: Install cargo-bump +# run: cargo install cargo-bump + +# - name: Bump version +# run: | +# git stash +# cargo bump patch --git-tag +# git diff-index --quiet HEAD -- || git commit -a --amend --no-edit +# git push origin HEAD --tags + +# - name: Download all artifacts +# uses: actions/download-artifact@v4 + +# - name: Create Release +# uses: softprops/action-gh-release@v2 +# with: +# tag_name: "0.2.26" +# files: | +# Binary-x86 +# Binary-arm + +# - name: Publish to crates.io +# run: cargo publish --allow-dirty +# env: +# CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }} + +# on: +# release: +# types: [created] +jobs: release: - needs: [build-x86, build-arm] + name: release ${{ matrix.target }} runs-on: ubuntu-latest + strategy: + fail-fast: false + matrix: + include: + - target: x86_64-unknown-linux-musl + archive: tar.gz tar.xz tar.zst + - target: x86_64-apple-darwin + archive: zip steps: - - uses: actions/checkout@v4 - with: - fetch-depth: 0 - token: ${{ secrets.GITHUB_TOKEN }} - - - name: Setup Git - run: | - git config user.name "Linus Oleander" - git config user.email "oleander@users.noreply.github.com" - - - name: Install cargo-bump - run: cargo install cargo-bump - - - name: Bump version - run: | - git stash - cargo bump patch --git-tag - git diff-index --quiet HEAD -- || git commit -a --amend --no-edit - git push origin HEAD --tags - - - name: Download all artifacts - uses: actions/download-artifact@v4 - - - name: Create Release - uses: softprops/action-gh-release@v2 - with: - tag_name: "0.2.26" - files: | - Binary-x86 - Binary-arm - - - name: Publish to crates.io - run: cargo publish --allow-dirty + - uses: actions/checkout@4 + - name: Compile and release + uses: rust-build/rust-build.action@v1 env: - CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }} + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + with: + RUSTTARGET: ${{ matrix.target }} + ARCHIVE_TYPES: ${{ matrix.archive }} From cc71b02dabb96759a82cbb51a38e47c0232f985c Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 17:04:59 +0100 Subject: [PATCH 050/186] Update actions checkout and rust-build versions in cd workflow --- .github/workflows/cd.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 73d05135..a74e98fc 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -119,9 +119,9 @@ jobs: - target: x86_64-apple-darwin archive: zip steps: - - uses: actions/checkout@4 + - uses: actions/checkout@v4 - name: Compile and release - uses: rust-build/rust-build.action@v1 + uses: rust-build/rust-build.action@v1.4.5 env: GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} with: From c074c6c5b791e966a44be535ff249bf1864403f3 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 17:08:41 +0100 Subject: [PATCH 051/186] Update build targets and configuration in workflows and Cargo.toml --- .github/workflows/cd.yml | 4 ++-- Cargo.toml | 6 ++++-- 2 files changed, 6 insertions(+), 4 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index a74e98fc..616bf589 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -114,8 +114,8 @@ jobs: fail-fast: false matrix: include: - - target: x86_64-unknown-linux-musl - archive: tar.gz tar.xz tar.zst + # - target: x86_64-unknown-linux-musl + # archive: tar.gz tar.xz tar.zst - target: x86_64-apple-darwin archive: zip steps: diff --git a/Cargo.toml b/Cargo.toml index 74abf0ef..a5852085 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -61,5 +61,7 @@ opt-level = 3 [package.metadata.binstall] name = "git-ai" -default-target = "x86_64-unknown-linux-musl" -targets = ["x86_64-unknown-linux-musl", "aarch64-apple-darwin"] +default-target = "x86_64-apple-darwin" +targets = ["x86_64-apple-darwin"] +pkg-url = "{ repo_url }/releases/download/{ version }/{ name }-{ target }{ archive-suffix }" +pkg-fmt = "zip" From 9922fa674f3de1feaf602cb22f166ab89bdbc54b Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 17:11:41 +0100 Subject: [PATCH 052/186] Set STATIC_LINKING to false in CD workflow --- .github/workflows/cd.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 616bf589..6344de58 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -127,3 +127,4 @@ jobs: with: RUSTTARGET: ${{ matrix.target }} ARCHIVE_TYPES: ${{ matrix.archive }} + STATIC_LINKING: false From a8aebb98e32e1e57ecfb571fb7eb5384a7dfda51 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 18:28:53 +0100 Subject: [PATCH 053/186] Update version to 0.2.29 and streamline CD workflow --- .github/workflows/cd.yml | 169 ++++++++++++++------------------------- .gitignore | 1 + Cargo.lock | 2 +- Cargo.toml | 16 ++-- 4 files changed, 70 insertions(+), 118 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 6344de58..2017d448 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -14,117 +14,68 @@ permissions: env: CARGO_TERM_COLOR: always - -# jobs: -# build-x86: -# runs-on: ubuntu-latest -# steps: -# - uses: actions/checkout@v4 - -# - name: Add target -# run: rustup target add x86_64-unknown-linux-musl - -# - name: Compile -# id: compile-x86 -# uses: rust-build/rust-build.action@v1.4.5 -# with: -# RUSTTARGET: x86_64-unknown-linux-musl -# UPLOAD_MODE: none - -# - name: Upload artifact -# uses: actions/upload-artifact@v3 -# with: -# name: Binary-x86 -# path: | -# ${{ steps.compile-x86.outputs.BUILT_ARCHIVE }} -# ${{ steps.compile-x86.outputs.BUILT_CHECKSUM }} - -# build-arm: -# runs-on: ubuntu-latest -# steps: -# - uses: actions/checkout@v4 - -# - name: Add target -# run: rustup target add aarch64-unknown-linux-gnu - -# - name: Compile -# id: compile-arm -# uses: rust-build/rust-build.action@v1.4.5 -# with: -# RUSTTARGET: aarch64-unknown-linux-gnu -# UPLOAD_MODE: none - -# - name: Upload artifact -# uses: actions/upload-artifact@v3 -# with: -# name: Binary-arm -# path: | -# ${{ steps.compile-arm.outputs.BUILT_ARCHIVE }} -# ${{ steps.compile-arm.outputs.BUILT_CHECKSUM }} - -# release: -# needs: [build-x86, build-arm] -# runs-on: ubuntu-latest -# steps: -# - uses: actions/checkout@v4 -# with: -# fetch-depth: 0 -# token: ${{ secrets.GITHUB_TOKEN }} - -# - name: Setup Git -# run: | -# git config user.name "Linus Oleander" -# git config user.email "oleander@users.noreply.github.com" - -# - name: Install cargo-bump -# run: cargo install cargo-bump - -# - name: Bump version -# run: | -# git stash -# cargo bump patch --git-tag -# git diff-index --quiet HEAD -- || git commit -a --amend --no-edit -# git push origin HEAD --tags - -# - name: Download all artifacts -# uses: actions/download-artifact@v4 - -# - name: Create Release -# uses: softprops/action-gh-release@v2 -# with: -# tag_name: "0.2.26" -# files: | -# Binary-x86 -# Binary-arm - -# - name: Publish to crates.io -# run: cargo publish --allow-dirty -# env: -# CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }} - -# on: -# release: -# types: [created] + # TARGET: x86_64-apple-darwin + TARGET: aarch64-unknown-linux-gnu + CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }} jobs: - release: - name: release ${{ matrix.target }} - runs-on: ubuntu-latest - strategy: - fail-fast: false - matrix: - include: - # - target: x86_64-unknown-linux-musl - # archive: tar.gz tar.xz tar.zst - - target: x86_64-apple-darwin - archive: zip + build: + runs-on: macos-latest steps: - uses: actions/checkout@v4 - - name: Compile and release - uses: rust-build/rust-build.action@v1.4.5 - env: - GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + + - name: Setup Git + run: | + git config user.name "Linus Oleander" + git config user.email "oleander@users.noreply.github.com" + + - name: Cache target and cargo build + uses: actions/cache@v4 with: - RUSTTARGET: ${{ matrix.target }} - ARCHIVE_TYPES: ${{ matrix.archive }} - STATIC_LINKING: false + path: | + ~/.rustup/toolchains/ + target/ + key: ${{ runner.os }}-rustup-cargo-${{ env.TARGET }}-${{ hashFiles('**/Cargo.lock') }} + restore-keys: | + ${{ runner.os }}-rustup-cargo-${{ env.TARGET }}- + + # - name: Add target (${{ env.TARGET }}) + # run: rustup target add ${{ env.TARGET }} + + - name: Install cargo-bump + run: cargo install cargo-bump + + - name: Ensure no changes + continue-on-error: true + run: git diff --exit-code --quiet && cargo check + + - name: Git status + if: failure() + run: git status && exit 1 + + - name: Bump version + run: cargo bump patch --git-tag || git status + + - name: Get the latest tag + id: version + run: git describe --tags --abbrev=0 HEAD + + - name: Include the version bump in the commit message + run: git commit -a --amend --no-edit + + # - name: Publish to crates.io + # run: cargo publish --allow-dirty --dry-run + + - name: Build for target (${{ env.TARGET }}) + run: cargo build -Z unstable-options --profile dev --artifact-dir bin --target ${{ env.TARGET }} + + - name: Upload Binary + uses: actions/upload-artifact@v4 + with: + name: v${{ steps.version.outputs.version }}-${{ runner.os }} + path: bin/{git-ai,git-ai-hook} + if-no-files-found: error + overwrite: true + + - name: Push to origin + run: git push origin HEAD diff --git a/.gitignore b/.gitignore index 8418c9f7..9f85193d 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,4 @@ +.DS_Store /target http-cacache/* .secrets diff --git a/Cargo.lock b/Cargo.lock index 1a1e0032..8222ed47 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.26" +version = "0.2.29" dependencies = [ "anyhow", "async-openai", diff --git a/Cargo.toml b/Cargo.toml index a5852085..3e580ed1 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,11 +1,18 @@ [package] name = "git-ai" -version = "0.2.26" +version = "0.2.29" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" repository = "https://github.com/oleander/git-ai" +[package.metadata.binstall] +name = "git-ai" +default-target = "x86_64-apple-darwin" +targets = ["x86_64-apple-darwin"] +pkg-url = "{ repo_url }/releases/download/{ version }/{ name }-{ target }{ archive-suffix }" +pkg-fmt = "zip" + [lib] name = "ai" test = true @@ -58,10 +65,3 @@ lto = true [profile.release.package."*"] codegen-units = 1 opt-level = 3 - -[package.metadata.binstall] -name = "git-ai" -default-target = "x86_64-apple-darwin" -targets = ["x86_64-apple-darwin"] -pkg-url = "{ repo_url }/releases/download/{ version }/{ name }-{ target }{ archive-suffix }" -pkg-fmt = "zip" From 505f4131ec0238f9ddc8c8f6325838139542ed71 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 18:54:44 +0100 Subject: [PATCH 054/186] Update Cargo.toml with new targets; enhance CI workflow steps --- .github/workflows/cd.yml | 25 +++++++++++++++++++++---- Cargo.toml | 8 +++++--- 2 files changed, 26 insertions(+), 7 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 2017d448..cf200a5f 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -21,9 +21,18 @@ env: jobs: build: runs-on: macos-latest + continue-on-error: false steps: - uses: actions/checkout@v4 + - name: Ensure no changes (1) + continue-on-error: true + run: git diff --exit-code --quiet && cargo check + + - name: Git status + if: failure() + run: git status && exit 1 + - name: Setup Git run: | git config user.name "Linus Oleander" @@ -46,7 +55,6 @@ jobs: run: cargo install cargo-bump - name: Ensure no changes - continue-on-error: true run: git diff --exit-code --quiet && cargo check - name: Git status @@ -57,8 +65,8 @@ jobs: run: cargo bump patch --git-tag || git status - name: Get the latest tag - id: version run: git describe --tags --abbrev=0 HEAD + id: version - name: Include the version bump in the commit message run: git commit -a --amend --no-edit @@ -69,13 +77,22 @@ jobs: - name: Build for target (${{ env.TARGET }}) run: cargo build -Z unstable-options --profile dev --artifact-dir bin --target ${{ env.TARGET }} + - name: List all targets + run: | + ls -halt bin/ + pwd + realpath bin/ + - name: Upload Binary uses: actions/upload-artifact@v4 + id: upload-artifact with: name: v${{ steps.version.outputs.version }}-${{ runner.os }} - path: bin/{git-ai,git-ai-hook} if-no-files-found: error - overwrite: true + path: bin/{git-ai,git-ai-hook} + + - name: Print the artifact URL + run: echo ${{ steps.upload-artifact.outputs.artifact-url }} - name: Push to origin run: git push origin HEAD diff --git a/Cargo.toml b/Cargo.toml index 3e580ed1..fce91311 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -9,9 +9,11 @@ repository = "https://github.com/oleander/git-ai" [package.metadata.binstall] name = "git-ai" default-target = "x86_64-apple-darwin" -targets = ["x86_64-apple-darwin"] -pkg-url = "{ repo_url }/releases/download/{ version }/{ name }-{ target }{ archive-suffix }" -pkg-fmt = "zip" +targets = ["aarch64-unknown-linux-gnu", "x86_64-apple-darwin"] +pkg-url = "{ repo_url }/releases/download/v{ version }/{ name }-{ target }" +pkg-fmt = "bin" +bin-dir = "bin" +pkg-binaries = ["git-ai", "git-ai-hook"] [lib] name = "ai" From d1d44722f759abb66cc2ac7282455ad4f6419670 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 18:57:15 +0100 Subject: [PATCH 055/186] Fix multiline path syntax in workflow configuration --- .github/workflows/cd.yml | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index cf200a5f..86eb7a5b 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -89,7 +89,9 @@ jobs: with: name: v${{ steps.version.outputs.version }}-${{ runner.os }} if-no-files-found: error - path: bin/{git-ai,git-ai-hook} + path: | + bin/git-ai + bin/git-ai-hook - name: Print the artifact URL run: echo ${{ steps.upload-artifact.outputs.artifact-url }} From 637278f3e172270363a4a337c50e4130c64450f1 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 18:58:47 +0100 Subject: [PATCH 056/186] Update TARGET to x86_64 in cd workflow file --- .github/workflows/cd.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 86eb7a5b..5eca99dc 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -15,7 +15,8 @@ permissions: env: CARGO_TERM_COLOR: always # TARGET: x86_64-apple-darwin - TARGET: aarch64-unknown-linux-gnu + # TARGET: aarch64-unknown-linux-gnu + TARGET: x86_64-unknown-linux-gnu CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }} jobs: From 0f0364357cb193ee9cad9d64d4f70fb2280a4016 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:01:50 +0100 Subject: [PATCH 057/186] Add ACTIONS_RUNTIME_TOKEN to env in cd.yml --- .github/workflows/cd.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 5eca99dc..279b3e08 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -18,6 +18,7 @@ env: # TARGET: aarch64-unknown-linux-gnu TARGET: x86_64-unknown-linux-gnu CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }} + ACTIONS_RUNTIME_TOKEN: dummy jobs: build: @@ -76,7 +77,7 @@ jobs: # run: cargo publish --allow-dirty --dry-run - name: Build for target (${{ env.TARGET }}) - run: cargo build -Z unstable-options --profile dev --artifact-dir bin --target ${{ env.TARGET }} + run: cargo build -Zunstable-options -Zbuild-std --profile dev --artifact-dir bin --target ${{ env.TARGET }} - name: List all targets run: | From 78ff9a8b34194c3f40d60e05113273d471abbf5c Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:03:31 +0100 Subject: [PATCH 058/186] Add toolchain config to GitHub Actions workflow --- .github/workflows/cd.yml | 8 ++++++-- .gitignore | 1 + 2 files changed, 7 insertions(+), 2 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 279b3e08..a5b3de80 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -50,8 +50,12 @@ jobs: restore-keys: | ${{ runner.os }}-rustup-cargo-${{ env.TARGET }}- - # - name: Add target (${{ env.TARGET }}) - # run: rustup target add ${{ env.TARGET }} + - name: Setup Rust + uses: actions-rs/toolchain@v1 + with: + toolchain: nightly + target: ${{ env.TARGET }} + override: true - name: Install cargo-bump run: cargo install cargo-bump diff --git a/.gitignore b/.gitignore index 9f85193d..acd9c9f4 100644 --- a/.gitignore +++ b/.gitignore @@ -4,3 +4,4 @@ http-cacache/* .secrets .env.local ${env:TMPDIR} +bin/ From e98392ffaa78600b55296d0710849369c10da68d Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:06:04 +0100 Subject: [PATCH 059/186] Uncomment cache step in CD workflow for build efficiency --- .github/workflows/cd.yml | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index a5b3de80..58662fce 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -40,15 +40,15 @@ jobs: git config user.name "Linus Oleander" git config user.email "oleander@users.noreply.github.com" - - name: Cache target and cargo build - uses: actions/cache@v4 - with: - path: | - ~/.rustup/toolchains/ - target/ - key: ${{ runner.os }}-rustup-cargo-${{ env.TARGET }}-${{ hashFiles('**/Cargo.lock') }} - restore-keys: | - ${{ runner.os }}-rustup-cargo-${{ env.TARGET }}- + # - name: Cache target and cargo build + # uses: actions/cache@v4 + # with: + # path: | + # ~/.rustup/toolchains/ + # target/ + # key: ${{ runner.os }}-rustup-cargo-${{ env.TARGET }}-${{ hashFiles('**/Cargo.lock') }} + # restore-keys: | + # ${{ runner.os }}-rustup-cargo-${{ env.TARGET }}- - name: Setup Rust uses: actions-rs/toolchain@v1 From e3fb3bbd87489975e24e96de5091424286e69aa6 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:08:16 +0100 Subject: [PATCH 060/186] Remove unused cache configuration in CD workflow --- .github/workflows/cd.yml | 13 ++----------- 1 file changed, 2 insertions(+), 11 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 58662fce..859ef110 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -40,22 +40,13 @@ jobs: git config user.name "Linus Oleander" git config user.email "oleander@users.noreply.github.com" - # - name: Cache target and cargo build - # uses: actions/cache@v4 - # with: - # path: | - # ~/.rustup/toolchains/ - # target/ - # key: ${{ runner.os }}-rustup-cargo-${{ env.TARGET }}-${{ hashFiles('**/Cargo.lock') }} - # restore-keys: | - # ${{ runner.os }}-rustup-cargo-${{ env.TARGET }}- - - name: Setup Rust uses: actions-rs/toolchain@v1 with: toolchain: nightly target: ${{ env.TARGET }} override: true + profile: dev - name: Install cargo-bump run: cargo install cargo-bump @@ -81,7 +72,7 @@ jobs: # run: cargo publish --allow-dirty --dry-run - name: Build for target (${{ env.TARGET }}) - run: cargo build -Zunstable-options -Zbuild-std --profile dev --artifact-dir bin --target ${{ env.TARGET }} + run: cargo build -Zunstable-options --profile dev --artifact-dir bin --target ${{ env.TARGET }} - name: List all targets run: | From 9f3aa0e3045192393b0e458143457186d5c52145 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:09:33 +0100 Subject: [PATCH 061/186] Fix concurrency config and enable build-std for cargo build --- .github/workflows/cd.yml | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 859ef110..552fb64a 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -7,7 +7,7 @@ on: concurrency: group: ${{ github.workflow }}-${{ github.ref }} - cancel-in-progress: true + cancel-in-progress: false permissions: contents: write @@ -44,6 +44,7 @@ jobs: uses: actions-rs/toolchain@v1 with: toolchain: nightly + components: rust-src,cargo target: ${{ env.TARGET }} override: true profile: dev @@ -72,7 +73,7 @@ jobs: # run: cargo publish --allow-dirty --dry-run - name: Build for target (${{ env.TARGET }}) - run: cargo build -Zunstable-options --profile dev --artifact-dir bin --target ${{ env.TARGET }} + run: cargo build -Zunstable-options -Zbuild-std --profile dev --artifact-dir bin --target ${{ env.TARGET }} - name: List all targets run: | From 438402c05728a8115a4481d8d8758ff6c1650eec Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:09:47 +0100 Subject: [PATCH 062/186] Update CD workflow to use 'minimal' profile --- .github/workflows/cd.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 552fb64a..88ebe6c0 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -47,7 +47,7 @@ jobs: components: rust-src,cargo target: ${{ env.TARGET }} override: true - profile: dev + profile: minimal - name: Install cargo-bump run: cargo install cargo-bump From c366b0a32786021f4f37971cdb9a2fd9df9562d0 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:11:13 +0100 Subject: [PATCH 063/186] Update build profile from 'dev' to 'minimal' in cd workflow --- .github/workflows/cd.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 88ebe6c0..920fe176 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -73,7 +73,7 @@ jobs: # run: cargo publish --allow-dirty --dry-run - name: Build for target (${{ env.TARGET }}) - run: cargo build -Zunstable-options -Zbuild-std --profile dev --artifact-dir bin --target ${{ env.TARGET }} + run: cargo build -Zunstable-options -Zbuild-std --profile minimal --artifact-dir bin --target ${{ env.TARGET }} - name: List all targets run: | From 2d43859e6f4c0c05915e3bd76d0dc01e2d9fb722 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:11:39 +0100 Subject: [PATCH 064/186] Remove redundant options from cargo build command --- .github/workflows/cd.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 920fe176..01232682 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -73,7 +73,7 @@ jobs: # run: cargo publish --allow-dirty --dry-run - name: Build for target (${{ env.TARGET }}) - run: cargo build -Zunstable-options -Zbuild-std --profile minimal --artifact-dir bin --target ${{ env.TARGET }} + run: cargo build -Zunstable-options -Zbuild-std --artifact-dir bin --target ${{ env.TARGET }} - name: List all targets run: | From 0e1e361e6982b68c2076cef60c47032a3b64f9e9 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:17:01 +0100 Subject: [PATCH 065/186] Update 'runs-on' to 'ubuntu-latest' in cd workflow --- .github/workflows/cd.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 01232682..279d6a54 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -22,7 +22,7 @@ env: jobs: build: - runs-on: macos-latest + runs-on: ubuntu-latest continue-on-error: false steps: - uses: actions/checkout@v4 From 4320a1b148a032e8fde9560e675424eb8a08d325 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 16 Nov 2024 18:18:28 +0000 Subject: [PATCH 066/186] 0.2.30 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index fce91311..7b094065 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.29" +version = "0.2.30" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From bf67106f1e11830a651e8326aaf11b5b398c4b7c Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:20:07 +0100 Subject: [PATCH 067/186] Specify target in cargo publish command --- .github/workflows/cd.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 279d6a54..127d2e3d 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -69,8 +69,8 @@ jobs: - name: Include the version bump in the commit message run: git commit -a --amend --no-edit - # - name: Publish to crates.io - # run: cargo publish --allow-dirty --dry-run + - name: Publish to crates.io + run: cargo publish --allow-dirty --dry-run --target ${{ env.TARGET }} - name: Build for target (${{ env.TARGET }}) run: cargo build -Zunstable-options -Zbuild-std --artifact-dir bin --target ${{ env.TARGET }} From b331d29e5a817eff37b245862637d5b459f7f5fb Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:21:29 +0100 Subject: [PATCH 068/186] Bump git-ai version to 0.2.30 in Cargo.lock --- Cargo.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.lock b/Cargo.lock index 8222ed47..77a499eb 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.29" +version = "0.2.30" dependencies = [ "anyhow", "async-openai", From c9b17b7e4f5f535fab7b1f5999a2c7a970d5cb0f Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 16 Nov 2024 18:23:14 +0000 Subject: [PATCH 069/186] 0.2.31 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index 7b094065..d613c8c3 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.30" +version = "0.2.31" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From a9deac7c8931d5c447a9acc0fbf78755d946a3a0 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:32:32 +0100 Subject: [PATCH 070/186] Update package URL format placeholder in Cargo.toml --- Cargo.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Cargo.toml b/Cargo.toml index d613c8c3..007f29e6 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -8,9 +8,9 @@ repository = "https://github.com/oleander/git-ai" [package.metadata.binstall] name = "git-ai" -default-target = "x86_64-apple-darwin" +# default-target = "x86_64-apple-darwin" targets = ["aarch64-unknown-linux-gnu", "x86_64-apple-darwin"] -pkg-url = "{ repo_url }/releases/download/v{ version }/{ name }-{ target }" +# https://github.com/oleander/git-ai/actions/runs/11872246630/artifacts/2196924470 pkg-fmt = "bin" bin-dir = "bin" pkg-binaries = ["git-ai", "git-ai-hook"] From 591d3743d1accc338d5a7362569f9c90798daa98 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:33:46 +0100 Subject: [PATCH 071/186] Update workflow to add macOS target build --- .github/workflows/cd.yml | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 127d2e3d..4ab85dc3 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -16,13 +16,14 @@ env: CARGO_TERM_COLOR: always # TARGET: x86_64-apple-darwin # TARGET: aarch64-unknown-linux-gnu - TARGET: x86_64-unknown-linux-gnu + # TARGET: x86_64-unknown-linux-gnu + TARGET: x86_64-apple-darwin CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }} ACTIONS_RUNTIME_TOKEN: dummy jobs: build: - runs-on: ubuntu-latest + runs-on: macos-latest continue-on-error: false steps: - uses: actions/checkout@v4 From 0a4dfabd73dc39d6678fdb8c496a10ca7ecd578f Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:35:14 +0100 Subject: [PATCH 072/186] Bump git-ai version to 0.2.31 in Cargo.lock --- Cargo.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.lock b/Cargo.lock index 77a499eb..3c0d7434 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.30" +version = "0.2.31" dependencies = [ "anyhow", "async-openai", From 280fda7b645fd13b0385d237a6862e2e214d11f6 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 16 Nov 2024 18:36:50 +0000 Subject: [PATCH 073/186] 0.2.32 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index 007f29e6..93d38901 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.31" +version = "0.2.32" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 4c7705e35450ff10c7d336358ddc67a32e7b6bfd Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:39:08 +0100 Subject: [PATCH 074/186] Remove dry-run from cargo publish in CD workflow --- .github/workflows/cd.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 4ab85dc3..43989d4b 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -71,7 +71,7 @@ jobs: run: git commit -a --amend --no-edit - name: Publish to crates.io - run: cargo publish --allow-dirty --dry-run --target ${{ env.TARGET }} + run: cargo publish --allow-dirty --target ${{ env.TARGET }} - name: Build for target (${{ env.TARGET }}) run: cargo build -Zunstable-options -Zbuild-std --artifact-dir bin --target ${{ env.TARGET }} From 13b78674fe1a652f39376f89f1913a1943d3e980 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:39:19 +0100 Subject: [PATCH 075/186] Update git-ai crate to version 0.2.32 in Cargo.lock --- Cargo.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.lock b/Cargo.lock index 3c0d7434..3bab0b00 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.31" +version = "0.2.32" dependencies = [ "anyhow", "async-openai", From 47abd022e3a262fc7bb70e2afe40367685a460bf Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 16 Nov 2024 18:40:53 +0000 Subject: [PATCH 076/186] 0.2.33 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index 93d38901..dd8c4f67 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.32" +version = "0.2.33" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 5ad39f62eddc02c03cd573fe977bdc2e27bc6e47 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:43:49 +0100 Subject: [PATCH 077/186] Remove duplicate version bump commit step --- .github/workflows/cd.yml | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 43989d4b..0205d250 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -61,15 +61,17 @@ jobs: run: git status && exit 1 - name: Bump version - run: cargo bump patch --git-tag || git status + run: | + cargo bump patch --git-tag + cargo check + + - name: Include the version bump in the commit message + run: git commit -a --amend --no-edit - name: Get the latest tag run: git describe --tags --abbrev=0 HEAD id: version - - name: Include the version bump in the commit message - run: git commit -a --amend --no-edit - - name: Publish to crates.io run: cargo publish --allow-dirty --target ${{ env.TARGET }} From 4f45dd2d5d148a52101a34f66981b9c5d1055f4b Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:45:34 +0100 Subject: [PATCH 078/186] Bump git-ai version to 0.2.33 and update target platforms --- Cargo.lock | 2 +- Cargo.toml | 9 +++------ 2 files changed, 4 insertions(+), 7 deletions(-) diff --git a/Cargo.lock b/Cargo.lock index 3bab0b00..02f0215d 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.32" +version = "0.2.33" dependencies = [ "anyhow", "async-openai", diff --git a/Cargo.toml b/Cargo.toml index dd8c4f67..e4805430 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -6,14 +6,11 @@ description = "Git AI: Automates commit messages using ChatGPT. Stage your files license = "MIT" repository = "https://github.com/oleander/git-ai" -[package.metadata.binstall] -name = "git-ai" -# default-target = "x86_64-apple-darwin" -targets = ["aarch64-unknown-linux-gnu", "x86_64-apple-darwin"] # https://github.com/oleander/git-ai/actions/runs/11872246630/artifacts/2196924470 -pkg-fmt = "bin" -bin-dir = "bin" +[package.metadata.binstall] +targets = ["x86_64-unknown-linux-gnu", "x86_64-apple-darwin"] pkg-binaries = ["git-ai", "git-ai-hook"] +name = "git-ai" [lib] name = "ai" From 322c7f11e4f91e0fd228bee826d3bbaae6c1b157 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:48:13 +0100 Subject: [PATCH 079/186] Simplify CD workflow by consolidating target matrix elements --- .github/workflows/cd.yml | 27 ++++++++++++++------------- 1 file changed, 14 insertions(+), 13 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 0205d250..c9342ec8 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -13,17 +13,20 @@ permissions: contents: write env: - CARGO_TERM_COLOR: always - # TARGET: x86_64-apple-darwin - # TARGET: aarch64-unknown-linux-gnu - # TARGET: x86_64-unknown-linux-gnu - TARGET: x86_64-apple-darwin CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }} ACTIONS_RUNTIME_TOKEN: dummy + CARGO_TERM_COLOR: always jobs: build: - runs-on: macos-latest + strategy: + matrix: + include: + - os: macos-latest + target: x86_64-apple-darwin + - os: ubuntu-latest + target: x86_64-unknown-linux-gnu + runs-on: ${{ matrix.os }} continue-on-error: false steps: - uses: actions/checkout@v4 @@ -45,8 +48,7 @@ jobs: uses: actions-rs/toolchain@v1 with: toolchain: nightly - components: rust-src,cargo - target: ${{ env.TARGET }} + target: ${{ matrix.target }} override: true profile: minimal @@ -73,10 +75,10 @@ jobs: id: version - name: Publish to crates.io - run: cargo publish --allow-dirty --target ${{ env.TARGET }} + run: cargo publish --allow-dirty --target ${{ matrix.target }} - - name: Build for target (${{ env.TARGET }}) - run: cargo build -Zunstable-options -Zbuild-std --artifact-dir bin --target ${{ env.TARGET }} + - name: Build for target + run: cargo build -Z unstable-options --profile dev --artifact-dir bin --target ${{ matrix.target }} - name: List all targets run: | @@ -86,9 +88,8 @@ jobs: - name: Upload Binary uses: actions/upload-artifact@v4 - id: upload-artifact with: - name: v${{ steps.version.outputs.version }}-${{ runner.os }} + name: v${{ steps.version.outputs.version }}-${{ matrix.target }} if-no-files-found: error path: | bin/git-ai From 3c3e8dc0c9507fba8f3f2ef582575def094ab401 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:50:31 +0100 Subject: [PATCH 080/186] Update CD workflow to manage git tags during commit amend --- .github/workflows/cd.yml | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index c9342ec8..0ed9ec32 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -32,8 +32,8 @@ jobs: - uses: actions/checkout@v4 - name: Ensure no changes (1) - continue-on-error: true run: git diff --exit-code --quiet && cargo check + continue-on-error: true - name: Git status if: failure() @@ -68,7 +68,10 @@ jobs: cargo check - name: Include the version bump in the commit message - run: git commit -a --amend --no-edit + run: | + git tag -d $(git describe --tags --abbrev=0) + git commit -a --amend --no-edit + git tag $(git describe --tags --abbrev=0) - name: Get the latest tag run: git describe --tags --abbrev=0 HEAD From 8a75ebe218cfbd922438c4620231f592cdea3794 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 19:55:56 +0100 Subject: [PATCH 081/186] Simplify Git commit for tag creation in CI workflow --- .github/workflows/cd.yml | 15 ++++----------- 1 file changed, 4 insertions(+), 11 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 0ed9ec32..5d8cbd36 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -24,8 +24,8 @@ jobs: include: - os: macos-latest target: x86_64-apple-darwin - - os: ubuntu-latest - target: x86_64-unknown-linux-gnu + # - os: ubuntu-latest + # target: x86_64-unknown-linux-gnu runs-on: ${{ matrix.os }} continue-on-error: false steps: @@ -68,14 +68,7 @@ jobs: cargo check - name: Include the version bump in the commit message - run: | - git tag -d $(git describe --tags --abbrev=0) - git commit -a --amend --no-edit - git tag $(git describe --tags --abbrev=0) - - - name: Get the latest tag - run: git describe --tags --abbrev=0 HEAD - id: version + run: git commit -a --amend --no-edit - name: Publish to crates.io run: cargo publish --allow-dirty --target ${{ matrix.target }} @@ -92,7 +85,7 @@ jobs: - name: Upload Binary uses: actions/upload-artifact@v4 with: - name: v${{ steps.version.outputs.version }}-${{ matrix.target }} + name: ${{ matrix.target }}-${{ github.run_number }} if-no-files-found: error path: | bin/git-ai From 4172e29b60c113efa592ef3f9b528eebf23c1f0c Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 16 Nov 2024 18:57:35 +0000 Subject: [PATCH 082/186] 0.2.34 --- Cargo.lock | 2 +- Cargo.toml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Cargo.lock b/Cargo.lock index 02f0215d..b8599967 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.33" +version = "0.2.34" dependencies = [ "anyhow", "async-openai", diff --git a/Cargo.toml b/Cargo.toml index e4805430..650046f2 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.33" +version = "0.2.34" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 99515de0d1d5fb0fbabcce91c77cbe0558aa5efa Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 20:00:12 +0100 Subject: [PATCH 083/186] Uncomment Ubuntu Linux build target in CD workflow --- .github/workflows/cd.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 5d8cbd36..0b01db6a 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -24,8 +24,8 @@ jobs: include: - os: macos-latest target: x86_64-apple-darwin - # - os: ubuntu-latest - # target: x86_64-unknown-linux-gnu + - os: ubuntu-latest + target: x86_64-unknown-linux-gnu runs-on: ${{ matrix.os }} continue-on-error: false steps: From 5fcf1e2a8f566aa77e35f6a9716a521153de2195 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 20:05:26 +0100 Subject: [PATCH 084/186] Refactor CD workflow; move 'release' job below existing jobs --- .github/workflows/cd.yml | 18 +++++++++++++++--- 1 file changed, 15 insertions(+), 3 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 0b01db6a..bd20600a 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -70,9 +70,6 @@ jobs: - name: Include the version bump in the commit message run: git commit -a --amend --no-edit - - name: Publish to crates.io - run: cargo publish --allow-dirty --target ${{ matrix.target }} - - name: Build for target run: cargo build -Z unstable-options --profile dev --artifact-dir bin --target ${{ matrix.target }} @@ -96,3 +93,18 @@ jobs: - name: Push to origin run: git push origin HEAD + + release: + needs: build + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Setup Rust + uses: actions-rs/toolchain@v1 + with: + toolchain: nightly + override: true + profile: minimal + + - name: Publish to crates.io + run: cargo publish --allow-dirty From 15da4fe3723ead927c35bcc5bfb17fe28177ca77 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 16 Nov 2024 19:06:56 +0000 Subject: [PATCH 085/186] 0.2.35 --- Cargo.lock | 2 +- Cargo.toml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Cargo.lock b/Cargo.lock index b8599967..c878b328 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.34" +version = "0.2.35" dependencies = [ "anyhow", "async-openai", diff --git a/Cargo.toml b/Cargo.toml index 650046f2..6f324631 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.34" +version = "0.2.35" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From ed86a67e27c099547d29a0e662887dfca2993d21 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 20:08:40 +0100 Subject: [PATCH 086/186] Add '--tags' to git push in workflow steps --- .github/workflows/cd.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index bd20600a..65d12d21 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -91,9 +91,6 @@ jobs: - name: Print the artifact URL run: echo ${{ steps.upload-artifact.outputs.artifact-url }} - - name: Push to origin - run: git push origin HEAD - release: needs: build runs-on: ubuntu-latest @@ -108,3 +105,6 @@ jobs: - name: Publish to crates.io run: cargo publish --allow-dirty + + - name: Push to origin + run: git push origin HEAD --tags From c05fb75d4f46b51a0560f788c94c5652374b6052 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 20:13:31 +0100 Subject: [PATCH 087/186] Fix indentation in version bump steps --- .github/workflows/cd.yml | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 65d12d21..4bd899b4 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -62,14 +62,6 @@ jobs: if: failure() run: git status && exit 1 - - name: Bump version - run: | - cargo bump patch --git-tag - cargo check - - - name: Include the version bump in the commit message - run: git commit -a --amend --no-edit - - name: Build for target run: cargo build -Z unstable-options --profile dev --artifact-dir bin --target ${{ matrix.target }} @@ -103,6 +95,14 @@ jobs: override: true profile: minimal + - name: Bump version + run: | + cargo bump patch --git-tag + cargo check + + - name: Include the version bump in the commit message + run: git commit -a --amend --no-edit + - name: Publish to crates.io run: cargo publish --allow-dirty From 3497f1b3e41258809ad616862082da233a26bfeb Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 20:15:37 +0100 Subject: [PATCH 088/186] Update git-ai version to 0.2.40 in Cargo files --- Cargo.lock | 2 +- Cargo.toml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Cargo.lock b/Cargo.lock index c878b328..d2cea902 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.35" +version = "0.2.40" dependencies = [ "anyhow", "async-openai", diff --git a/Cargo.toml b/Cargo.toml index 6f324631..1be79cde 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.35" +version = "0.2.40" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From dc9c9f7f08b037d605b96903d2636cee0bd3344e Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 20:19:47 +0100 Subject: [PATCH 089/186] Remove duplicate cargo-bump installation step --- .github/workflows/cd.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 4bd899b4..3bf2b6d9 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -52,9 +52,6 @@ jobs: override: true profile: minimal - - name: Install cargo-bump - run: cargo install cargo-bump - - name: Ensure no changes run: git diff --exit-code --quiet && cargo check @@ -95,6 +92,9 @@ jobs: override: true profile: minimal + - name: Install cargo-bump + run: cargo install cargo-bump + - name: Bump version run: | cargo bump patch --git-tag From 2faf8818457602355fa0e03b9c74361d6ec52e62 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 20:19:57 +0100 Subject: [PATCH 090/186] Bump version to 0.2.42 in Cargo files --- Cargo.lock | 2 +- Cargo.toml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Cargo.lock b/Cargo.lock index d2cea902..700c4930 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.40" +version = "0.2.42" dependencies = [ "anyhow", "async-openai", diff --git a/Cargo.toml b/Cargo.toml index 1be79cde..12e4432f 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.40" +version = "0.2.42" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From fd17b045daf0ce6f4acd739f008447089b706165 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 20:24:09 +0100 Subject: [PATCH 091/186] Refactor Git setup in GitHub Actions workflow --- .github/workflows/cd.yml | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 3bf2b6d9..aac7e110 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -39,11 +39,6 @@ jobs: if: failure() run: git status && exit 1 - - name: Setup Git - run: | - git config user.name "Linus Oleander" - git config user.email "oleander@users.noreply.github.com" - - name: Setup Rust uses: actions-rs/toolchain@v1 with: @@ -92,6 +87,11 @@ jobs: override: true profile: minimal + - name: Setup Git + run: | + git config user.name "Linus Oleander" + git config user.email "oleander@users.noreply.github.com" + - name: Install cargo-bump run: cargo install cargo-bump From 881cbb8a20711d9330e4f2bca8767b94bb4d48d5 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 16 Nov 2024 19:27:35 +0000 Subject: [PATCH 092/186] 0.2.43 --- Cargo.lock | 2 +- Cargo.toml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Cargo.lock b/Cargo.lock index 700c4930..1e776634 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.42" +version = "0.2.43" dependencies = [ "anyhow", "async-openai", diff --git a/Cargo.toml b/Cargo.toml index 12e4432f..9db7d62c 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.42" +version = "0.2.43" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From f28d6b56fb09a96dc809e8ca08c00b1a1db914d5 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 16 Nov 2024 20:31:07 +0100 Subject: [PATCH 093/186] Add macOS aarch64 target to CI workflow --- .github/workflows/cd.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index aac7e110..3bdd7beb 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -26,6 +26,8 @@ jobs: target: x86_64-apple-darwin - os: ubuntu-latest target: x86_64-unknown-linux-gnu + - os: macos-latest + target: aarch64-apple-darwin runs-on: ${{ matrix.os }} continue-on-error: false steps: From 1de5e5a1a39358628ca9c228312965dd3b008dcf Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 16 Nov 2024 19:34:04 +0000 Subject: [PATCH 094/186] 0.2.44 --- Cargo.lock | 2 +- Cargo.toml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Cargo.lock b/Cargo.lock index 1e776634..a2b9417d 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.43" +version = "0.2.44" dependencies = [ "anyhow", "async-openai", diff --git a/Cargo.toml b/Cargo.toml index 9db7d62c..90725900 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.43" +version = "0.2.44" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 3cb9d1e253bd80a4ef6b08154b037aac3e7f9343 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 07:54:51 +0100 Subject: [PATCH 095/186] Add support for x86 64 alpine linux musl (#22) * Add configuration wizard and update dependencies * Add x86_64-alpine target to CD workflow jobs * Enable trigger on pull_request in cd workflow * Remove wizard functionality and dialoguer dependency * Remove tiktoken-rs dependency from Cargo.toml * Remove obsolete configuration wizard module * Update README with precompiled binary installation steps * Update target from alpine to unknown in workflow config * Fix YAML syntax alignment in CD workflow file * Add openssl-sys dependency; update CD workflow for musl target --- .github/workflows/cd.yml | 19 +++++++++++++++++++ Cargo.lock | 11 +++++++++++ Cargo.toml | 1 + README.md | 8 +++++++- 4 files changed, 38 insertions(+), 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 3bdd7beb..f7b5a0ef 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -4,6 +4,7 @@ on: push: branches: - main + pull_request: concurrency: group: ${{ github.workflow }}-${{ github.ref }} @@ -28,6 +29,8 @@ jobs: target: x86_64-unknown-linux-gnu - os: macos-latest target: aarch64-apple-darwin + - os: ubuntu-latest + target: x86_64-unknown-linux-musl runs-on: ${{ matrix.os }} continue-on-error: false steps: @@ -49,6 +52,21 @@ jobs: override: true profile: minimal + - name: Add Specific Targets + run: | + if [[ "${{ matrix.target }}" == "x86_64-unknown-linux-musl" ]]; then + rustup target add x86_64-unknown-linux-musl + sudo apt-get update && sudo apt-get install -y musl-tools + elif [[ "${{ matrix.target }}" == "wasm32-unknown-unknown" ]]; then + rustup target add wasm32-unknown-unknown + fi + + - name: Install Dependencies for musl Target + if: matrix.target == 'x86_64-unknown-linux-musl' + run: | + sudo apt-get update + sudo apt-get install -y pkg-config libssl-dev + - name: Ensure no changes run: git diff --exit-code --quiet && cargo check @@ -80,6 +98,7 @@ jobs: release: needs: build runs-on: ubuntu-latest + if: github.ref == 'refs/heads/main' steps: - uses: actions/checkout@v4 - name: Setup Rust diff --git a/Cargo.lock b/Cargo.lock index a2b9417d..cc33811e 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -667,6 +667,7 @@ dependencies = [ "lazy_static", "log", "ollama-rs", + "openssl-sys", "rand", "reqwest 0.11.27", "serde", @@ -1352,6 +1353,15 @@ version = "0.1.6" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "d05e27ee213611ffe7d6348b942e8f942b37114c00cc03cec254295a4a17852e" +[[package]] +name = "openssl-src" +version = "300.4.1+3.4.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "faa4eac4138c62414b5622d1b31c5c304f34b406b013c079c2bbc652fdd6678c" +dependencies = [ + "cc", +] + [[package]] name = "openssl-sys" version = "0.9.105" @@ -1360,6 +1370,7 @@ checksum = "8b22d5b84be05a8d6947c7cb71f7c849aa0f112acd4bf51c2a7c1c988ac0a9dc" dependencies = [ "cc", "libc", + "openssl-src", "pkg-config", "vcpkg", ] diff --git a/Cargo.toml b/Cargo.toml index 90725900..992d0d61 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -48,6 +48,7 @@ thiserror = "1.0.61" tokio = { version = "1.38.0", features = ["rt-multi-thread"] } tiktoken-rs = { version = "0.5.9" } ollama-rs = "0.2.0" +openssl-sys = { version = "0.9.102", features = ["vendored"] } [dev-dependencies] tempfile = "3.10.1" diff --git a/README.md b/README.md index e3bbee7a..43b36f33 100644 --- a/README.md +++ b/README.md @@ -11,9 +11,15 @@ ## Quick Start ```bash -# Install Git AI +# Install Git AI from source cargo install git-ai +# alternatively, install a precompiled binary with cargo-binstall +cargo install cargo-binstall + +# install the precompiled binary +cargo binstall git-ai + # Set your OpenAI API key git-ai config set openai-api-key From b3fc23e5c129710798ac7dcf87a8eb288167a269 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 25 Jan 2025 06:59:55 +0000 Subject: [PATCH 096/186] 0.2.45 --- Cargo.lock | 2 +- Cargo.toml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Cargo.lock b/Cargo.lock index cc33811e..7df847a9 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.44" +version = "0.2.45" dependencies = [ "anyhow", "async-openai", diff --git a/Cargo.toml b/Cargo.toml index 992d0d61..61781b74 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.44" +version = "0.2.45" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 6147affe713ff1ea6551e07a91ca4ea4798857f6 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 11:11:09 +0100 Subject: [PATCH 097/186] Update CD workflow; remove step and adjust if condition (#23) * Update CD workflow; remove step and adjust if condition * Revise CD workflow: adjust artifact management, upload process * Trigger actions on all tag events in CD workflow * Fix concurrency cancel flag and add packages permission * Fix Git tag reference in CD workflow file * Fix syntax in GitHub Actions expression * Fix tag reference condition in GitHub Actions workflow * Add condition to execute only on 'main' branch * Fix syntax error in GitHub Actions 'if' condition * Fix condition and tag syntax in CD workflow --- .github/workflows/cd.yml | 72 ++++++++++++++++++++++------------------ 1 file changed, 39 insertions(+), 33 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index f7b5a0ef..f593074b 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -4,14 +4,17 @@ on: push: branches: - main + tags: + - "**" pull_request: concurrency: group: ${{ github.workflow }}-${{ github.ref }} - cancel-in-progress: false + cancel-in-progress: true permissions: contents: write + packages: write env: CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }} @@ -19,7 +22,10 @@ env: CARGO_TERM_COLOR: always jobs: - build: + artifact: + runs-on: ${{ matrix.os }} + continue-on-error: false + if: ${{ !startsWith(github.ref, 'refs/tags/') }} strategy: matrix: include: @@ -31,19 +37,9 @@ jobs: target: aarch64-apple-darwin - os: ubuntu-latest target: x86_64-unknown-linux-musl - runs-on: ${{ matrix.os }} - continue-on-error: false steps: - uses: actions/checkout@v4 - - name: Ensure no changes (1) - run: git diff --exit-code --quiet && cargo check - continue-on-error: true - - - name: Git status - if: failure() - run: git status && exit 1 - - name: Setup Rust uses: actions-rs/toolchain@v1 with: @@ -67,40 +63,30 @@ jobs: sudo apt-get update sudo apt-get install -y pkg-config libssl-dev - - name: Ensure no changes - run: git diff --exit-code --quiet && cargo check - - - name: Git status - if: failure() - run: git status && exit 1 - - name: Build for target - run: cargo build -Z unstable-options --profile dev --artifact-dir bin --target ${{ matrix.target }} - - - name: List all targets run: | - ls -halt bin/ - pwd - realpath bin/ + cargo build \ + -Z unstable-options \ + --profile dev \ + --artifact-dir bin \ + --target ${{ matrix.target }} - - name: Upload Binary + - name: Upload and compress artifacts uses: actions/upload-artifact@v4 with: - name: ${{ matrix.target }}-${{ github.run_number }} + name: git-ai-${{ matrix.target }} if-no-files-found: error path: | bin/git-ai bin/git-ai-hook - - name: Print the artifact URL - run: echo ${{ steps.upload-artifact.outputs.artifact-url }} - release: - needs: build runs-on: ubuntu-latest - if: github.ref == 'refs/heads/main' + needs: artifact + if: ${{ github.ref == 'refs/heads/main' }} steps: - uses: actions/checkout@v4 + - name: Setup Rust uses: actions-rs/toolchain@v1 with: @@ -121,7 +107,7 @@ jobs: cargo bump patch --git-tag cargo check - - name: Include the version bump in the commit message + - name: Commit Version Bump run: git commit -a --amend --no-edit - name: Publish to crates.io @@ -129,3 +115,23 @@ jobs: - name: Push to origin run: git push origin HEAD --tags + + precompile: + if: startsWith(github.ref, 'refs/tags/') + runs-on: ubuntu-latest + steps: + - name: Download all artifacts + run: gh run download ${{ github.run_id }} + + - name: Zip each downloaded directory + run: | + for dir in $(ls -d git-ai-*); do + tar -czf ${dir}.tar.gz ${dir} + done + + - name: Uploads compressed artifacts + uses: softprops/action-gh-release@v2 + with: + tag_name: v${{ github.ref_name }} + fail_on_unmatched_files: true + files: git-ai-*.tar.gz From d869a7a54b19fe4a009cb2c080da0e1c0e76a322 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 25 Jan 2025 10:14:45 +0000 Subject: [PATCH 098/186] 0.2.46 --- Cargo.lock | 2 +- Cargo.toml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Cargo.lock b/Cargo.lock index 7df847a9..fb5d8eab 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.45" +version = "0.2.46" dependencies = [ "anyhow", "async-openai", diff --git a/Cargo.toml b/Cargo.toml index 61781b74..691117cf 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.45" +version = "0.2.46" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 511aba3b975c6259da3f9c33a039a9c3f8338a2e Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 11:22:55 +0100 Subject: [PATCH 099/186] Fix conditional logic for base_ref checks in CD workflow --- .github/workflows/cd.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index f593074b..7a78e5a2 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -5,7 +5,7 @@ on: branches: - main tags: - - "**" + - "*" pull_request: concurrency: @@ -25,7 +25,7 @@ jobs: artifact: runs-on: ${{ matrix.os }} continue-on-error: false - if: ${{ !startsWith(github.ref, 'refs/tags/') }} + if: startsWith(github.event.base_ref, 'refs/heads/') strategy: matrix: include: @@ -117,7 +117,7 @@ jobs: run: git push origin HEAD --tags precompile: - if: startsWith(github.ref, 'refs/tags/') + if: startsWith(github.event.base_ref, 'refs/tags/') runs-on: ubuntu-latest steps: - name: Download all artifacts From cdbb6ecd0e54259b97b5ccce107212f175e6fd80 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 11:25:36 +0100 Subject: [PATCH 100/186] Better tag matcher --- .github/workflows/cd.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 7a78e5a2..515a294c 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -25,7 +25,7 @@ jobs: artifact: runs-on: ${{ matrix.os }} continue-on-error: false - if: startsWith(github.event.base_ref, 'refs/heads/') + if: startsWith(github.event.ref, 'refs/heads/') strategy: matrix: include: @@ -117,7 +117,7 @@ jobs: run: git push origin HEAD --tags precompile: - if: startsWith(github.event.base_ref, 'refs/tags/') + if: startsWith(github.event.ref, 'refs/tags/') runs-on: ubuntu-latest steps: - name: Download all artifacts From 9857bb152d2bd8af46526b29e97521c4c1ec27d0 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 25 Jan 2025 10:29:10 +0000 Subject: [PATCH 101/186] 0.2.47 --- Cargo.lock | 2 +- Cargo.toml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Cargo.lock b/Cargo.lock index fb5d8eab..f64f9914 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.46" +version = "0.2.47" dependencies = [ "anyhow", "async-openai", diff --git a/Cargo.toml b/Cargo.toml index 691117cf..d7690cec 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.46" +version = "0.2.47" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From ebf817b185d34adf9afbb6aca9ece9d31e400859 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 11:45:18 +0100 Subject: [PATCH 102/186] Enhance CD workflow with manual trigger option --- .github/workflows/cd.yml | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 515a294c..d008e15b 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -7,6 +7,7 @@ on: tags: - "*" pull_request: + workflow_dispatch: concurrency: group: ${{ github.workflow }}-${{ github.ref }} @@ -117,7 +118,7 @@ jobs: run: git push origin HEAD --tags precompile: - if: startsWith(github.event.ref, 'refs/tags/') + needs: release runs-on: ubuntu-latest steps: - name: Download all artifacts @@ -129,9 +130,13 @@ jobs: tar -czf ${dir}.tar.gz ${dir} done + - name: Get tag name + id: tag_name + run: git describe --tags --abbrev=0 HEAD + - name: Uploads compressed artifacts uses: softprops/action-gh-release@v2 with: - tag_name: v${{ github.ref_name }} + tag_name: v${{ steps.tag_name.outputs.tag_name }} fail_on_unmatched_files: true files: git-ai-*.tar.gz From b5ec8bf86d8144567149ed1f66813339389f762b Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 11:45:54 +0100 Subject: [PATCH 103/186] Remove commented-out publish job in CI config --- .github/workflows/cd.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index d008e15b..61794dad 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -111,8 +111,8 @@ jobs: - name: Commit Version Bump run: git commit -a --amend --no-edit - - name: Publish to crates.io - run: cargo publish --allow-dirty + # - name: Publish to crates.io + # run: cargo publish --allow-dirty - name: Push to origin run: git push origin HEAD --tags From 8532171489b449071a2d93a7b9d5ce1e19c45ad6 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 25 Jan 2025 10:49:38 +0000 Subject: [PATCH 104/186] 0.2.48 --- Cargo.lock | 2 +- Cargo.toml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Cargo.lock b/Cargo.lock index f64f9914..fee45bbc 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.47" +version = "0.2.48" dependencies = [ "anyhow", "async-openai", diff --git a/Cargo.toml b/Cargo.toml index d7690cec..9d72636b 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.47" +version = "0.2.48" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 0dd63b6f604c123ec717ab66cf23e1bbb22fde30 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 11:53:32 +0100 Subject: [PATCH 105/186] Add GH_TOKEN to environment in CD workflow --- .github/workflows/cd.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 61794dad..6c3058db 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -19,6 +19,7 @@ permissions: env: CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }} + GH_TOKEN: ${{ secrets.GH_TOKEN }} ACTIONS_RUNTIME_TOKEN: dummy CARGO_TERM_COLOR: always From 87981e5debbd8191255512ce506c07e3820b3323 Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 25 Jan 2025 10:57:08 +0000 Subject: [PATCH 106/186] 0.2.49 --- Cargo.lock | 2 +- Cargo.toml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Cargo.lock b/Cargo.lock index fee45bbc..731883a4 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.48" +version = "0.2.49" dependencies = [ "anyhow", "async-openai", diff --git a/Cargo.toml b/Cargo.toml index 9d72636b..6f497312 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.48" +version = "0.2.49" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 19737664b6b0233df0bce20dd8cebd4c7b27b0d9 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 12:00:04 +0100 Subject: [PATCH 107/186] Simplify CD workflow; remove unused steps and tags config --- .github/workflows/cd.yml | 19 +++++++++++++------ 1 file changed, 13 insertions(+), 6 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 6c3058db..4f230f2e 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -4,10 +4,7 @@ on: push: branches: - main - tags: - - "*" pull_request: - workflow_dispatch: concurrency: group: ${{ github.workflow }}-${{ github.ref }} @@ -105,13 +102,21 @@ jobs: run: cargo install cargo-bump - name: Bump version - run: | - cargo bump patch --git-tag - cargo check + run: cargo bump patch --git-tag - name: Commit Version Bump run: git commit -a --amend --no-edit + # - name: New version + # id: new_version + # run: git describe --tags --abbrev=0 HEAD + + # - name: Delete old tag + # run: git tag -d ${{ steps.new_version.outputs.new_version }} + + # - name: Create new tag + # run: git tag v${{ steps.new_version.outputs.new_version }} + # - name: Publish to crates.io # run: cargo publish --allow-dirty @@ -122,6 +127,8 @@ jobs: needs: release runs-on: ubuntu-latest steps: + - uses: actions/checkout@v4 + - name: Download all artifacts run: gh run download ${{ github.run_id }} From 80100b20b650adc13b5f855caaf13b5d860924eb Mon Sep 17 00:00:00 2001 From: Linus Oleander Date: Sat, 25 Jan 2025 11:03:31 +0000 Subject: [PATCH 108/186] 0.2.50 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index 6f497312..2211dc1e 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.49" +version = "0.2.50" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From a55ebaec6360e97c2daa7fdcc75e1ad2b00a7bd2 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 12:03:48 +0100 Subject: [PATCH 109/186] Simplify CI jobs by removing redundant conditions --- .github/workflows/cd.yml | 32 ++++++++++++++------------------ 1 file changed, 14 insertions(+), 18 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 4f230f2e..bf04979d 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -24,7 +24,6 @@ jobs: artifact: runs-on: ${{ matrix.os }} continue-on-error: false - if: startsWith(github.event.ref, 'refs/heads/') strategy: matrix: include: @@ -47,14 +46,11 @@ jobs: override: true profile: minimal - - name: Add Specific Targets + - name: Add x86_64-unknown-linux-musl target + if: matrix.target == 'x86_64-unknown-linux-musl' run: | - if [[ "${{ matrix.target }}" == "x86_64-unknown-linux-musl" ]]; then - rustup target add x86_64-unknown-linux-musl - sudo apt-get update && sudo apt-get install -y musl-tools - elif [[ "${{ matrix.target }}" == "wasm32-unknown-unknown" ]]; then - rustup target add wasm32-unknown-unknown - fi + rustup target add x86_64-unknown-linux-musl + sudo apt-get update && sudo apt-get install -y musl-tools - name: Install Dependencies for musl Target if: matrix.target == 'x86_64-unknown-linux-musl' @@ -107,18 +103,18 @@ jobs: - name: Commit Version Bump run: git commit -a --amend --no-edit - # - name: New version - # id: new_version - # run: git describe --tags --abbrev=0 HEAD + - name: New version + id: new_version + run: git describe --tags --abbrev=0 HEAD - # - name: Delete old tag - # run: git tag -d ${{ steps.new_version.outputs.new_version }} + - name: Delete old tag + run: git tag -d ${{ steps.new_version.outputs.new_version }} - # - name: Create new tag - # run: git tag v${{ steps.new_version.outputs.new_version }} + - name: Create new tag + run: git tag v${{ steps.new_version.outputs.new_version }} - # - name: Publish to crates.io - # run: cargo publish --allow-dirty + - name: Publish to crates.io + run: cargo publish --allow-dirty - name: Push to origin run: git push origin HEAD --tags @@ -145,6 +141,6 @@ jobs: - name: Uploads compressed artifacts uses: softprops/action-gh-release@v2 with: - tag_name: v${{ steps.tag_name.outputs.tag_name }} + tag_name: ${{ steps.tag_name.outputs.tag_name }} fail_on_unmatched_files: true files: git-ai-*.tar.gz From 3b053060731e79fbfa54b6476d2011fee555378b Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 12:05:06 +0100 Subject: [PATCH 110/186] Refactor tag management in CD workflow comments --- .github/workflows/cd.yml | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index bf04979d..3b523174 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -103,15 +103,15 @@ jobs: - name: Commit Version Bump run: git commit -a --amend --no-edit - - name: New version - id: new_version - run: git describe --tags --abbrev=0 HEAD + # - name: New version + # id: new_version + # run: git describe --tags --abbrev=0 HEAD - - name: Delete old tag - run: git tag -d ${{ steps.new_version.outputs.new_version }} + # - name: Delete old tag + # run: git tag -d ${{ steps.new_version.outputs.new_version }} - - name: Create new tag - run: git tag v${{ steps.new_version.outputs.new_version }} + # - name: Create new tag + # run: git tag v${{ steps.new_version.outputs.new_version }} - name: Publish to crates.io run: cargo publish --allow-dirty @@ -136,7 +136,7 @@ jobs: - name: Get tag name id: tag_name - run: git describe --tags --abbrev=0 HEAD + run: git describe --tags --abbrev=0 - name: Uploads compressed artifacts uses: softprops/action-gh-release@v2 From 5a3d93433d02fcce25af70f09aa10742ab9ec058 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 12:06:09 +0100 Subject: [PATCH 111/186] Update git-ai to v0.2.50; un-comment tagging steps in cd.yml --- .github/workflows/cd.yml | 14 +++++++------- Cargo.lock | 2 +- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 3b523174..b92925c9 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -103,15 +103,15 @@ jobs: - name: Commit Version Bump run: git commit -a --amend --no-edit - # - name: New version - # id: new_version - # run: git describe --tags --abbrev=0 HEAD + - name: New version + id: new_version + run: git describe --tags --abbrev=0 HEAD - # - name: Delete old tag - # run: git tag -d ${{ steps.new_version.outputs.new_version }} + - name: Delete old tag + run: git tag -d ${{ steps.new_version.outputs.new_version }} - # - name: Create new tag - # run: git tag v${{ steps.new_version.outputs.new_version }} + - name: Create new tag + run: git tag v${{ steps.new_version.outputs.new_version }} - name: Publish to crates.io run: cargo publish --allow-dirty diff --git a/Cargo.lock b/Cargo.lock index 731883a4..e5660c35 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.49" +version = "0.2.50" dependencies = [ "anyhow", "async-openai", From 6adebc976558dc7cf01a5e29edd67be85bc8c9a1 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 12:10:27 +0100 Subject: [PATCH 112/186] Refactor commented-out tag management steps --- .github/workflows/cd.yml | 20 +++++++++----------- 1 file changed, 9 insertions(+), 11 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index b92925c9..7293e909 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -71,14 +71,12 @@ jobs: with: name: git-ai-${{ matrix.target }} if-no-files-found: error - path: | - bin/git-ai - bin/git-ai-hook + path: bin/git-* release: runs-on: ubuntu-latest needs: artifact - if: ${{ github.ref == 'refs/heads/main' }} + if: github.ref == 'refs/heads/main' steps: - uses: actions/checkout@v4 @@ -103,15 +101,15 @@ jobs: - name: Commit Version Bump run: git commit -a --amend --no-edit - - name: New version - id: new_version - run: git describe --tags --abbrev=0 HEAD + # - name: New version + # id: new_version + # run: git describe --tags --abbrev=0 HEAD - - name: Delete old tag - run: git tag -d ${{ steps.new_version.outputs.new_version }} + # - name: Delete old tag + # run: git tag -d ${{ steps.new_version.outputs.new_version }} - - name: Create new tag - run: git tag v${{ steps.new_version.outputs.new_version }} + # - name: Create new tag + # run: git tag v${{ steps.new_version.outputs.new_version }} - name: Publish to crates.io run: cargo publish --allow-dirty From 7c35afee9c40b33dbaf178eaa84a55cd0c605d81 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 12:12:16 +0100 Subject: [PATCH 113/186] Refactor Git config and update cargo publish comment --- .github/workflows/cd.yml | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 7293e909..3d4fdc00 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -87,10 +87,11 @@ jobs: override: true profile: minimal - - name: Setup Git - run: | - git config user.name "Linus Oleander" - git config user.email "oleander@users.noreply.github.com" + - name: Configure git user name + run: git config user.name ${{ github.actor }} + + - name: Configure git email + run: git config user.email ${{ github.actor }}@users.noreply.github.com - name: Install cargo-bump run: cargo install cargo-bump @@ -111,8 +112,8 @@ jobs: # - name: Create new tag # run: git tag v${{ steps.new_version.outputs.new_version }} - - name: Publish to crates.io - run: cargo publish --allow-dirty + # - name: Publish to crates.io + # run: cargo publish --allow-dirty - name: Push to origin run: git push origin HEAD --tags From 0985d3e18c4347b4335ac32035a39571ba7a2cf2 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 12:12:39 +0100 Subject: [PATCH 114/186] Fix syntax error by removing misplaced comment line --- .github/workflows/cd.yml | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 3d4fdc00..21ff983c 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -8,7 +8,7 @@ on: concurrency: group: ${{ github.workflow }}-${{ github.ref }} - cancel-in-progress: true + cancel-in-progress: false permissions: contents: write @@ -102,18 +102,18 @@ jobs: - name: Commit Version Bump run: git commit -a --amend --no-edit - # - name: New version - # id: new_version - # run: git describe --tags --abbrev=0 HEAD + - name: New version + id: new_version + run: git describe --tags --abbrev=0 HEAD - # - name: Delete old tag - # run: git tag -d ${{ steps.new_version.outputs.new_version }} + - name: Delete old tag + run: git tag -d ${{ steps.new_version.outputs.new_version }} - # - name: Create new tag - # run: git tag v${{ steps.new_version.outputs.new_version }} + - name: Create new tag + run: git tag v${{ steps.new_version.outputs.new_version }} - # - name: Publish to crates.io - # run: cargo publish --allow-dirty + - name: Publish to crates.io + run: cargo publish --allow-dirty - name: Push to origin run: git push origin HEAD --tags From 0d021a52d6dd89c749b4fcb40f890b17c02018f7 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 12:12:48 +0100 Subject: [PATCH 115/186] Fix git describe command by removing HEAD argument --- .github/workflows/cd.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 21ff983c..deaa6484 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -104,7 +104,7 @@ jobs: - name: New version id: new_version - run: git describe --tags --abbrev=0 HEAD + run: git describe --tags --abbrev=0 - name: Delete old tag run: git tag -d ${{ steps.new_version.outputs.new_version }} From a355581620d0ba137235a30db828006fbd4c9df0 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 12:18:26 +0100 Subject: [PATCH 116/186] Add workflow_dispatch and update permissions in CD workflow --- .github/workflows/cd.yml | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index deaa6484..6b8eac6f 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -5,6 +5,7 @@ on: branches: - main pull_request: + workflow_dispatch: concurrency: group: ${{ github.workflow }}-${{ github.ref }} @@ -13,6 +14,7 @@ concurrency: permissions: contents: write packages: write + actions: write env: CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }} @@ -104,7 +106,7 @@ jobs: - name: New version id: new_version - run: git describe --tags --abbrev=0 + run: git describe --tags --abbrev=0 HEAD - name: Delete old tag run: git tag -d ${{ steps.new_version.outputs.new_version }} From 10f34425bd5ee9b7484779bdf54f3b45f8d7f1ca Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 12:21:37 +0100 Subject: [PATCH 117/186] Remove redundant commented publish step in cd.yml --- .github/workflows/cd.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 6b8eac6f..c4ec5f00 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -114,8 +114,8 @@ jobs: - name: Create new tag run: git tag v${{ steps.new_version.outputs.new_version }} - - name: Publish to crates.io - run: cargo publish --allow-dirty + # - name: Publish to crates.io + # run: cargo publish --allow-dirty - name: Push to origin run: git push origin HEAD --tags From 5e40403f2357c0a00ab1d78151c2a9b5337e6cde Mon Sep 17 00:00:00 2001 From: oleander Date: Sat, 25 Jan 2025 11:27:52 +0000 Subject: [PATCH 118/186] 0.2.51 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index 2211dc1e..b8fe5693 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.50" +version = "0.2.51" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 42b07e8fa6755ea8f66f71640c6c8a3da091c425 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 12:25:07 +0100 Subject: [PATCH 119/186] Remove commented-out build targets in cd.yml --- .github/workflows/cd.yml | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index c4ec5f00..5dccac26 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -29,14 +29,14 @@ jobs: strategy: matrix: include: - - os: macos-latest - target: x86_64-apple-darwin - - os: ubuntu-latest - target: x86_64-unknown-linux-gnu + # - os: macos-latest + # target: x86_64-apple-darwin + # - os: ubuntu-latest + # target: x86_64-unknown-linux-gnu - os: macos-latest target: aarch64-apple-darwin - - os: ubuntu-latest - target: x86_64-unknown-linux-musl + # - os: ubuntu-latest + # target: x86_64-unknown-linux-musl steps: - uses: actions/checkout@v4 From 837bd994212a6dc2e6c337210266e192307d2bd7 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 12:33:25 +0100 Subject: [PATCH 120/186] Update CD workflow for tag handling and cleanup comments --- .github/workflows/cd.yml | 22 +++++++++------------- 1 file changed, 9 insertions(+), 13 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 5dccac26..fca1ba2f 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -4,6 +4,8 @@ on: push: branches: - main + tags: + - "*" pull_request: workflow_dispatch: @@ -78,7 +80,6 @@ jobs: release: runs-on: ubuntu-latest needs: artifact - if: github.ref == 'refs/heads/main' steps: - uses: actions/checkout@v4 @@ -104,15 +105,15 @@ jobs: - name: Commit Version Bump run: git commit -a --amend --no-edit - - name: New version - id: new_version - run: git describe --tags --abbrev=0 HEAD + # - name: New version + # id: new_version + # run: git describe --tags --abbrev=0 HEAD - - name: Delete old tag - run: git tag -d ${{ steps.new_version.outputs.new_version }} + # - name: Delete old tag + # run: git tag -d ${{ steps.new_version.outputs.new_version }} - - name: Create new tag - run: git tag v${{ steps.new_version.outputs.new_version }} + # - name: Create new tag + # run: git tag v${{ steps.new_version.outputs.new_version }} # - name: Publish to crates.io # run: cargo publish --allow-dirty @@ -135,13 +136,8 @@ jobs: tar -czf ${dir}.tar.gz ${dir} done - - name: Get tag name - id: tag_name - run: git describe --tags --abbrev=0 - - name: Uploads compressed artifacts uses: softprops/action-gh-release@v2 with: - tag_name: ${{ steps.tag_name.outputs.tag_name }} fail_on_unmatched_files: true files: git-ai-*.tar.gz From ca2e4c688cf6c7bf70259048de4022fa4bb53027 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 12:36:43 +0100 Subject: [PATCH 121/186] Update version of 'git-ai' to 0.2.51 in Cargo.lock --- Cargo.lock | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.lock b/Cargo.lock index e5660c35..6806c791 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.50" +version = "0.2.51" dependencies = [ "anyhow", "async-openai", From 985410d0ef25be20dc8c1c68fc07a15002e829a9 Mon Sep 17 00:00:00 2001 From: oleander Date: Sat, 25 Jan 2025 11:39:39 +0000 Subject: [PATCH 122/186] 0.2.52 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index b8fe5693..3fe13eba 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.51" +version = "0.2.52" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 2188f9cc1409245e069caa12103ac5db360c572a Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 12:47:38 +0100 Subject: [PATCH 123/186] Refactor CD workflow; consolidate tag handling logic --- .github/workflows/cd.yml | 23 ++++++++--------------- 1 file changed, 8 insertions(+), 15 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index fca1ba2f..4984d834 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -4,8 +4,6 @@ on: push: branches: - main - tags: - - "*" pull_request: workflow_dispatch: @@ -105,15 +103,15 @@ jobs: - name: Commit Version Bump run: git commit -a --amend --no-edit - # - name: New version - # id: new_version - # run: git describe --tags --abbrev=0 HEAD + - name: New version + id: app + run: echo "version=$(git describe --tags --abbrev=0 HEAD)" >> $GITHUB_OUTPUT - # - name: Delete old tag - # run: git tag -d ${{ steps.new_version.outputs.new_version }} + - name: Delete old tag + run: git tag -d ${{ steps.app.outputs.version }} - # - name: Create new tag - # run: git tag v${{ steps.new_version.outputs.new_version }} + - name: Create new tag + run: git tag v${{ steps.app.outputs.version }} # - name: Publish to crates.io # run: cargo publish --allow-dirty @@ -121,12 +119,6 @@ jobs: - name: Push to origin run: git push origin HEAD --tags - precompile: - needs: release - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - name: Download all artifacts run: gh run download ${{ github.run_id }} @@ -139,5 +131,6 @@ jobs: - name: Uploads compressed artifacts uses: softprops/action-gh-release@v2 with: + tag_name: v${{ steps.app.outputs.version }} fail_on_unmatched_files: true files: git-ai-*.tar.gz From c7dd6963e01a812f6c86467a3e6c4093197152ec Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 12:50:43 +0100 Subject: [PATCH 124/186] Update git-ai to version 0.2.52 in Cargo.lock --- .github/workflows/cd.yml | 2 +- Cargo.lock | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 4984d834..a2514b43 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -13,8 +13,8 @@ concurrency: permissions: contents: write - packages: write actions: write + packages: write env: CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }} diff --git a/Cargo.lock b/Cargo.lock index 6806c791..484b2fc7 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.51" +version = "0.2.52" dependencies = [ "anyhow", "async-openai", From 2faac49ae46b73131cd4aa52107bddc9ccfcc563 Mon Sep 17 00:00:00 2001 From: oleander Date: Sat, 25 Jan 2025 11:53:26 +0000 Subject: [PATCH 125/186] 0.2.53 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index 3fe13eba..623546f5 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.52" +version = "0.2.53" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From c698b9daa0e8155f3518b5bbfbb22811926776b1 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 12:55:24 +0100 Subject: [PATCH 126/186] Uncomment crates.io publish step in CD workflow --- .github/workflows/cd.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index a2514b43..22915b81 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -113,8 +113,8 @@ jobs: - name: Create new tag run: git tag v${{ steps.app.outputs.version }} - # - name: Publish to crates.io - # run: cargo publish --allow-dirty + - name: Publish to crates.io + run: cargo publish --allow-dirty - name: Push to origin run: git push origin HEAD --tags From 3ee0199687eceaf302b96516858efb7ef9915940 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 25 Jan 2025 12:58:23 +0100 Subject: [PATCH 127/186] Bump git-ai version to 0.2.53 in Cargo.lock --- .github/workflows/cd.yml | 12 ++++++------ Cargo.lock | 2 +- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 22915b81..7c3fbc7d 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -29,14 +29,14 @@ jobs: strategy: matrix: include: - # - os: macos-latest - # target: x86_64-apple-darwin - # - os: ubuntu-latest - # target: x86_64-unknown-linux-gnu + - os: macos-latest + target: x86_64-apple-darwin + - os: ubuntu-latest + target: x86_64-unknown-linux-gnu - os: macos-latest target: aarch64-apple-darwin - # - os: ubuntu-latest - # target: x86_64-unknown-linux-musl + - os: ubuntu-latest + target: x86_64-unknown-linux-musl steps: - uses: actions/checkout@v4 diff --git a/Cargo.lock b/Cargo.lock index 484b2fc7..a7074b37 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.52" +version = "0.2.53" dependencies = [ "anyhow", "async-openai", From cf955f95c844d69f85a593e481ae6de17d66d2af Mon Sep 17 00:00:00 2001 From: oleander Date: Sat, 25 Jan 2025 12:02:11 +0000 Subject: [PATCH 128/186] 0.2.54 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index 623546f5..f4da61bd 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.53" +version = "0.2.54" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 18e020a563e869208227fa44b1815e28efc95ad8 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Wed, 5 Feb 2025 15:28:26 +0100 Subject: [PATCH 129/186] Improve AI prompt (#26) * Change max_tokens type from usize to u16 * Bump git-ai version to 0.2.54 in Cargo.lock * Refine context line handling in `PatchDiff` implementation * Refactor `Model` enum with default attributes * Remove pull_request trigger from cd workflow * Update version to 0.2.56 in Cargo files --- .github/workflows/cd.yml | 1 - Cargo.lock | 2 +- Cargo.toml | 2 +- resources/prompt.md | 6 ++++-- src/commit.rs | 2 +- src/hook.rs | 12 +++++++++--- src/model.rs | 10 +++++++--- src/openai.rs | 16 ++++++++++++++++ 8 files changed, 39 insertions(+), 12 deletions(-) diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 7c3fbc7d..7875d5a8 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -4,7 +4,6 @@ on: push: branches: - main - pull_request: workflow_dispatch: concurrency: diff --git a/Cargo.lock b/Cargo.lock index a7074b37..4d44ba14 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -651,7 +651,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.53" +version = "0.2.56" dependencies = [ "anyhow", "async-openai", diff --git a/Cargo.toml b/Cargo.toml index f4da61bd..61b5325e 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.54" +version = "0.2.56" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" diff --git a/resources/prompt.md b/resources/prompt.md index 6672d216..523b51d5 100644 --- a/resources/prompt.md +++ b/resources/prompt.md @@ -1,7 +1,9 @@ You are an AI assistant that generates concise and meaningful git commit messages based on provided diffs. Please adhere to the following guidelines: - Structure: Begin with a clear, present-tense summary. -- Content: Emphasize the changes and their rationale, excluding irrelevant details. +- Content: While you should use the surrounding context to understand the changes, your commit message should ONLY describe the lines marked with + or -. +- Understanding: Use the context (unmarked lines) to understand the purpose and impact of the changes, but do not mention unchanged code in the commit message. +- Changes: Only describe what was actually changed (added, removed, or modified). - Consistency: Maintain uniformity in tense, punctuation, and capitalization. - Accuracy: Ensure the message accurately reflects the changes and their purpose. - Present tense, imperative mood. (e.g., "Add x to y" instead of "Added x to y") @@ -9,7 +11,7 @@ You are an AI assistant that generates concise and meaningful git commit message ## Output: -Your output should be a commit message generated from the input diff and nothing else. +Your output should be a commit message generated from the input diff and nothing else. While you should use the surrounding context to understand the changes, your message should only describe what was actually modified (+ or - lines). ## Input: diff --git a/src/commit.rs b/src/commit.rs index e93df005..865d1fad 100644 --- a/src/commit.rs +++ b/src/commit.rs @@ -35,7 +35,7 @@ pub async fn generate(diff: String, max_tokens: usize, model: Model) -> Result { - // TODO: Grouo arguments fn to_patch(&self, max_tokens: usize, model: Model) -> Result { let mut files: HashMap = HashMap::new(); @@ -79,12 +78,19 @@ impl PatchDiff for Diff<'_> { let content = line.content(); let string = content.to_utf8(); + // Include both changes and context, but prefix context lines with "context: " + // This helps the model understand the context while still identifying actual changes + let line_content = match line.origin() { + '+' | '-' => string, + _ => format!("context: {}", string) + }; + match files.get(&diff.path()) { Some(file_acc) => { - files.insert(diff.path(), file_acc.to_owned() + &string); + files.insert(diff.path(), file_acc.to_owned() + &line_content); } None => { - files.insert(diff.path(), string); + files.insert(diff.path(), line_content); } } diff --git a/src/model.rs b/src/model.rs index cff53ea0..37cb7c25 100644 --- a/src/model.rs +++ b/src/model.rs @@ -11,6 +11,7 @@ const GPT4: &str = "gpt-4"; const GPT4O: &str = "gpt-4o"; const GPT4_TURBO: &str = "gpt-4-turbo-preview"; const LLAMA3: &str = "llama3"; +const GPT4OMINI: &str = "gpt-4o-mini"; #[derive(Debug, Clone, PartialEq)] pub struct Response { @@ -28,10 +29,11 @@ pub struct Request { #[derive(Debug, PartialEq, Eq, Hash, Copy, Clone, Serialize, Deserialize, Default)] pub enum Model { GPT4, - #[default] GPT4o, GPT4Turbo, - Llama3 + Llama3, + #[default] + GPT4oMini } impl Model { @@ -79,7 +81,8 @@ impl From<&Model> for &str { Model::GPT4o => GPT4O, Model::GPT4 => GPT4, Model::GPT4Turbo => GPT4_TURBO, - Model::Llama3 => LLAMA3 + Model::Llama3 => LLAMA3, + Model::GPT4oMini => GPT4OMINI } } } @@ -93,6 +96,7 @@ impl FromStr for Model { GPT4 => Ok(Model::GPT4), GPT4_TURBO => Ok(Model::GPT4Turbo), LLAMA3 => Ok(Model::Llama3), + GPT4OMINI => Ok(Model::GPT4oMini), model => bail!("Invalid model: {}", model) } } diff --git a/src/openai.rs b/src/openai.rs index 67206910..2c2c7666 100644 --- a/src/openai.rs +++ b/src/openai.rs @@ -7,6 +7,21 @@ use crate::config; use crate::model::Response; use crate::model::Request; +<<<<<<< HEAD +======= +#[derive(Debug, Clone, PartialEq)] +pub struct Response { + pub response: String +} + +#[derive(Debug, Clone, PartialEq)] +pub struct Request { + pub prompt: String, + pub system: String, + pub max_tokens: u16, + pub model: Model +} +>>>>>>> 44782ec (Improve AI prompt (#26)) pub async fn call(request: Request) -> Result { let api_key = config::APP @@ -19,6 +34,7 @@ pub async fn call(request: Request) -> Result { let request = CreateChatCompletionRequestArgs::default() .model(request.model.to_string()) + .max_tokens(request.max_tokens) .messages([ ChatCompletionRequestSystemMessageArgs::default() .content(request.system) From fd487f4ad4e0ef1f99a4d907d6d1360c753253e5 Mon Sep 17 00:00:00 2001 From: oleander Date: Wed, 5 Feb 2025 14:32:08 +0000 Subject: [PATCH 130/186] 0.2.57 --- Cargo.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cargo.toml b/Cargo.toml index 61b5325e..a3a913d3 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.56" +version = "0.2.57" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From a76a86013349ff283450760c6ae1a281cb0e03fa Mon Sep 17 00:00:00 2001 From: Git AI Test Date: Sat, 8 Feb 2025 12:58:24 +0100 Subject: [PATCH 131/186] Okay, let's see what the user provided. They included a lot of Rust crates and their details with checksums. My task is to analyze this data. First, I notice that all these packages are from the crates.io registry, which makes sense since they're Rust projects. The user probably wants an overview or some kind of summary of these dependencies. Looking through each package, many seem related to system utilities: things like signal handling, logging, configuration parsing, process management, networking, file operations, and filesystem interactions. It looks like a lot of the crates are focused on core operating system features. I also see that some packages have multiple versions listed with checksums. I should check if these version numbers make sense or if they might indicate an error in the listing since each package is usually present once per CRAN-like index, not multiple times unless it's a forked or renamed project. Wait, no, each package here seems to be correctly listed under their respective versions on crates.io. So that's fine. I should consider whether there are any duplicates or if some packages might have moved from one version to another without updating the listing properly. But in this case, it looks consistent because each package has a unique name and version. The dependencies also include other Rust libraries like `tokio`, which is related to async I/O, and various modules for logging (`tower`, `fgc`), process management (`processx`), file handling (`file`), serialization (`serde`), configuration parsing, networking, and system calls. This suggests that the project being developed might be a high-level application using async features with Tokio, built with standard Rust libraries. I should also note any potential issues or areas to look into. For example, some packages like `signal-hook-registry` are marked as experimental (` experimental = "0.1"`), which is good to mention because it signals that the project might be in a beta stage or not fully stable yet. Overall, this appears to be a well-organized list of Rust crates required by a project, covering a broad range of system utilities and async capabilities. The user's main goal seems to be getting an overview of the dependencies rather than specific details. It looks like you've provided a list of Rust crates (dependencies) with their versions and checksums. Each crate is specified under its respective version number on crates.io, which is typical for managing dependencies in Rust projects. If you need any specific information about these packages or help interpreting the data further, feel free to ask! --- Cargo.lock | 139 ++++++++----------------------------------- Cargo.toml | 3 +- src/client.rs | 56 +++++++++++++++++ src/commit.rs | 17 ++++++ src/hook.rs | 33 +++++++--- src/lib.rs | 7 +++ src/model.rs | 44 ++++++++++---- src/ollama.rs | 57 ++++++++++++++++++ tests/ollama_test.rs | 39 ++++++++++++ 9 files changed, 262 insertions(+), 133 deletions(-) create mode 100644 src/client.rs create mode 100644 tests/ollama_test.rs diff --git a/Cargo.lock b/Cargo.lock index 4d44ba14..40abd31b 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -79,35 +79,13 @@ dependencies = [ "secrecy", "serde", "serde_json", - "thiserror 1.0.69", + "thiserror", "tokio", "tokio-stream", "tokio-util", "tracing", ] -[[package]] -name = "async-stream" -version = "0.3.6" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "0b5a71a6f37880a80d1d7f19efd781e4b5de42c88f0722cc13bcb6cc2cfe8476" -dependencies = [ - "async-stream-impl", - "futures-core", - "pin-project-lite", -] - -[[package]] -name = "async-stream-impl" -version = "0.3.6" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "c7c24de15d275a1ecfd47a380fb4d5ec9bfe0933f309ed5e705b775596a3574d" -dependencies = [ - "proc-macro2", - "quote", - "syn 2.0.98", -] - [[package]] name = "async-trait" version = "0.1.86" @@ -422,12 +400,6 @@ version = "0.15.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "77c90badedccf4105eca100756a0b1289e191f6fcbdadd3cee1d2f614f97da8f" -[[package]] -name = "dyn-clone" -version = "1.0.18" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "feeef44e73baff3a26d371801df019877a9866a8c493d315ab00177843314f35" - [[package]] name = "encode_unicode" version = "1.0.0" @@ -651,10 +623,11 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.56" +version = "0.2.57" dependencies = [ "anyhow", "async-openai", + "async-trait", "colored", "config", "console", @@ -676,7 +649,7 @@ dependencies = [ "serde_json", "structopt", "tempfile", - "thiserror 1.0.69", + "thiserror", "tiktoken-rs", "tokio", ] @@ -706,7 +679,7 @@ dependencies = [ "futures-sink", "futures-util", "http 0.2.12", - "indexmap 2.7.1", + "indexmap", "slab", "tokio", "tokio-util", @@ -1059,17 +1032,6 @@ dependencies = [ "icu_properties", ] -[[package]] -name = "indexmap" -version = "1.9.3" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "bd070e393353796e801d209ad339e89596eb4c8d430d18ede6a1cced8fafbd99" -dependencies = [ - "autocfg", - "hashbrown 0.12.3", - "serde", -] - [[package]] name = "indexmap" version = "2.7.1" @@ -1300,19 +1262,15 @@ dependencies = [ [[package]] name = "ollama-rs" -version = "0.2.5" +version = "0.1.9" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "269d1ec6f5f1b7a7b7413ab7eacb65177462f086293b4039bc43ee8bbed53836" +checksum = "53581ab78176ff3ae830a43236f485fc90d7f472d0081dddc45d8605e1301954" dependencies = [ - "async-stream", - "log", "reqwest 0.12.12", - "schemars", "serde", "serde_json", - "static_assertions", - "thiserror 2.0.11", - "url", + "tokio", + "tokio-stream", ] [[package]] @@ -1637,11 +1595,13 @@ dependencies = [ "sync_wrapper 1.0.2", "tokio", "tokio-native-tls", + "tokio-util", "tower", "tower-service", "url", "wasm-bindgen", "wasm-bindgen-futures", + "wasm-streams", "web-sys", "windows-registry", ] @@ -1659,7 +1619,7 @@ dependencies = [ "nom", "pin-project-lite", "reqwest 0.11.27", - "thiserror 1.0.69", + "thiserror", ] [[package]] @@ -1748,31 +1708,6 @@ dependencies = [ "windows-sys 0.59.0", ] -[[package]] -name = "schemars" -version = "0.8.21" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "09c024468a378b7e36765cd36702b7a90cc3cba11654f6685c8f233408e89e92" -dependencies = [ - "dyn-clone", - "indexmap 1.9.3", - "schemars_derive", - "serde", - "serde_json", -] - -[[package]] -name = "schemars_derive" -version = "0.8.21" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "b1eee588578aff73f856ab961cd2f79e36bc45d7ded33a7562adba4667aecc0e" -dependencies = [ - "proc-macro2", - "quote", - "serde_derive_internals", - "syn 2.0.98", -] - [[package]] name = "scopeguard" version = "1.2.0" @@ -1832,17 +1767,6 @@ dependencies = [ "syn 2.0.98", ] -[[package]] -name = "serde_derive_internals" -version = "0.29.1" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "18d26a20a969b9e3fdf2fc2d9f21eda6c40e2de84c9408bb5d3b05d499aae711" -dependencies = [ - "proc-macro2", - "quote", - "syn 2.0.98", -] - [[package]] name = "serde_ini" version = "0.2.0" @@ -1884,6 +1808,15 @@ version = "1.3.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "0fda2ff0d084019ba4d7c6f371c95d8fd75ce3524c3cb8fb653a3023f6323e64" +[[package]] +name = "signal-hook-registry" +version = "1.4.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a9e9e0b4211b72e7b8b6e85c807d36c212bdb33ea8587f7569562a84df5465b1" +dependencies = [ + "libc", +] + [[package]] name = "slab" version = "0.4.9" @@ -1915,12 +1848,6 @@ version = "1.2.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "a8f112729512f8e442d81f95a8a7ddf2b7c6b8a1a6f509a95864142b30cab2d3" -[[package]] -name = "static_assertions" -version = "1.1.0" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "a2eb9349b6444b326872e140eb1cf5e7c522154d69e7a0ffb0fb81c06b37543f" - [[package]] name = "strsim" version = "0.8.0" @@ -2055,16 +1982,7 @@ version = "1.0.69" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "b6aaf5339b578ea85b50e080feb250a3e8ae8cfcdff9a461c9ec2904bc923f52" dependencies = [ - "thiserror-impl 1.0.69", -] - -[[package]] -name = "thiserror" -version = "2.0.11" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "d452f284b73e6d76dd36758a0c8684b1d5be31f92b89d07fd5822175732206fc" -dependencies = [ - "thiserror-impl 2.0.11", + "thiserror-impl", ] [[package]] @@ -2078,17 +1996,6 @@ dependencies = [ "syn 2.0.98", ] -[[package]] -name = "thiserror-impl" -version = "2.0.11" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "26afc1baea8a989337eeb52b6e72a039780ce45c3edfcc9c5b9d112feeb173c2" -dependencies = [ - "proc-macro2", - "quote", - "syn 2.0.98", -] - [[package]] name = "tiktoken-rs" version = "0.5.9" @@ -2124,7 +2031,9 @@ dependencies = [ "bytes", "libc", "mio", + "parking_lot", "pin-project-lite", + "signal-hook-registry", "socket2", "tokio-macros", "windows-sys 0.52.0", diff --git a/Cargo.toml b/Cargo.toml index a3a913d3..373221d7 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -38,6 +38,7 @@ home = "0.5.9" indicatif = { version = "0.17.8", default-features = false } lazy_static = "1.4.0" log = "0.4.21" +ollama-rs = { version = "0.1", features = ["stream"] } reqwest = { version = "0.11.27", default-features = true } serde = { version = "1", default-features = false } serde_derive = "1.0.203" @@ -47,8 +48,8 @@ structopt = "0.3.26" thiserror = "1.0.61" tokio = { version = "1.38.0", features = ["rt-multi-thread"] } tiktoken-rs = { version = "0.5.9" } -ollama-rs = "0.2.0" openssl-sys = { version = "0.9.102", features = ["vendored"] } +async-trait = "0.1" [dev-dependencies] tempfile = "3.10.1" diff --git a/src/client.rs b/src/client.rs new file mode 100644 index 00000000..7bd8a0de --- /dev/null +++ b/src/client.rs @@ -0,0 +1,56 @@ +use anyhow::{Context, Result}; + +use crate::model::Model; +use crate::ollama::OllamaClient; +use crate::openai::{self, Request as OpenAIRequest}; + +#[derive(Debug, Clone, PartialEq)] +pub struct Request { + pub prompt: String, + pub system: String, + pub max_tokens: u16, + pub model: Model +} + +#[derive(Debug, Clone, PartialEq)] +pub struct Response { + pub response: String +} + +pub async fn call(request: Request) -> Result { + match request.model { + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B => { + let client = OllamaClient::new()?; + + // For Ollama, we combine system and user prompts with clear roles + let full_prompt = format!("### System:\n{}\n\n### User:\n{}\n\n### Assistant:", request.system, request.prompt); + + let response = client.generate(request.model, &full_prompt).await?; + Ok(Response { response }) + } + _ => { + // For OpenAI models, use the existing OpenAI client + let openai_request = OpenAIRequest { + prompt: request.prompt, + system: request.system, + max_tokens: request.max_tokens, + model: request.model + }; + + let response = openai::call(openai_request).await?; + Ok(Response { response: response.response }) + } + } +} + +pub async fn is_model_available(model: Model) -> bool { + match model { + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B => { + if let Ok(client) = OllamaClient::new() { + return client.is_available(model).await; + } + false + } + _ => true // OpenAI models are always considered available if API key is set + } +} diff --git a/src/commit.rs b/src/commit.rs index 865d1fad..e4e77ab3 100644 --- a/src/commit.rs +++ b/src/commit.rs @@ -1,7 +1,12 @@ use anyhow::{bail, Result}; +<<<<<<< HEAD use crate::{config, openai, ollama}; use crate::model::{Model, Request, Response}; +======= +use crate::{client, config}; +use crate::model::Model; +>>>>>>> fbe8ab1 () fn instruction() -> String { format!("You are an AI assistant that generates concise and meaningful git commit messages based on provided diffs. Please adhere to the following guidelines: @@ -27,17 +32,29 @@ pub fn token_used(model: &Model) -> Result { model.count_tokens(&instruction()) } +<<<<<<< HEAD pub async fn generate(diff: String, max_tokens: usize, model: Model) -> Result { +======= +pub async fn generate(diff: String, max_tokens: usize, model: Model) -> Result { +>>>>>>> fbe8ab1 () if max_tokens == 0 { bail!("Max can't be zero (2)") } +<<<<<<< HEAD let request = Request { +======= + let request = client::Request { +>>>>>>> fbe8ab1 () system: instruction(), prompt: diff, max_tokens: max_tokens.try_into().unwrap_or(u16::MAX), model }; +<<<<<<< HEAD ollama::call(request).await +======= + client::call(request).await +>>>>>>> fbe8ab1 () } diff --git a/src/hook.rs b/src/hook.rs index 9770bfbc..69b99efd 100644 --- a/src/hook.rs +++ b/src/hook.rs @@ -10,6 +10,7 @@ use thiserror::Error; use crate::model::Model; +/// Trait for handling file path operations with proper error handling pub trait FilePath { fn is_empty(&self) -> Result { self.read().map(|s| s.is_empty()) @@ -34,6 +35,7 @@ impl FilePath for PathBuf { } } +/// Trait for extracting paths from git diff deltas trait DiffDeltaPath { fn path(&self) -> PathBuf; } @@ -49,6 +51,7 @@ impl DiffDeltaPath for git2::DiffDelta<'_> { } } +/// Trait for converting byte sequences to UTF-8 strings pub trait Utf8String { fn to_utf8(&self) -> String; } @@ -65,6 +68,7 @@ impl Utf8String for [u8] { } } +/// Trait for converting git diffs to patch format with token limits pub trait PatchDiff { fn to_patch(&self, max_token_count: usize, model: Model) -> Result; } @@ -100,8 +104,12 @@ impl PatchDiff for Diff<'_> { let mut diffs: Vec<_> = files.values().collect(); - // TODO: No unwrap - diffs.sort_by_key(|diff| model.count_tokens(diff).unwrap()); + diffs.sort_by_key(|diff| { + model + .count_tokens(diff) + .context("Failed to count tokens") + .unwrap_or(0) + }); diffs .iter() @@ -125,11 +133,11 @@ impl PatchDiff for Diff<'_> { let token_limits = [file_token_count, max_tokens_per_file]; let file_allocated_tokens = token_limits.iter().min().unwrap(); - // We have reached the token limit for the file: truncate + // Truncate the diff if it exceeds the token limit let truncated_diff = if file_token_count > *file_allocated_tokens { model.truncate(diff, *file_allocated_tokens) } else { - Ok((*diff).clone().to_owned()) // TODO: Better way? + Ok(diff.to_string()) }; log::debug!("file_token_count: {}", file_token_count); @@ -159,6 +167,8 @@ impl PatchRepository for Repository { } fn to_diff(&self, tree: Option>) -> Result> { + log::debug!("Generating diff with tree: {:?}", tree.as_ref().map(|t| t.id())); + let mut opts = DiffOptions::new(); opts .ignore_whitespace_change(true) @@ -176,9 +186,18 @@ impl PatchRepository for Repository { .patience(true) .minimal(false); - self - .diff_tree_to_index(tree.as_ref(), None, Some(&mut opts)) - .context("Failed to get diff") + log::debug!("Configured diff options"); + + match self.diff_tree_to_index(tree.as_ref(), None, Some(&mut opts)) { + Ok(diff) => { + log::debug!("Successfully generated diff"); + Ok(diff) + } + Err(e) => { + log::error!("Failed to generate diff: {}", e); + Err(e).context("Failed to get diff") + } + } } } diff --git a/src/lib.rs b/src/lib.rs index 20f7c4d1..c790c1b1 100644 --- a/src/lib.rs +++ b/src/lib.rs @@ -6,3 +6,10 @@ pub mod model; pub mod filesystem; pub mod openai; pub mod ollama; +<<<<<<< HEAD +======= +pub mod client; + +// Re-export the client module as the main interface +pub use client::{call, is_model_available, Request, Response}; +>>>>>>> fbe8ab1 () diff --git a/src/model.rs b/src/model.rs index 37cb7c25..94550fec 100644 --- a/src/model.rs +++ b/src/model.rs @@ -12,6 +12,10 @@ const GPT4O: &str = "gpt-4o"; const GPT4_TURBO: &str = "gpt-4-turbo-preview"; const LLAMA3: &str = "llama3"; const GPT4OMINI: &str = "gpt-4o-mini"; +const LLAMA2: &str = "llama2:latest"; +const CODELLAMA: &str = "codellama:latest"; +const MISTRAL: &str = "mistral:latest"; +const DEEPSEEK_R1_7B: &str = "deepseek-r1:7b"; #[derive(Debug, Clone, PartialEq)] pub struct Response { @@ -33,22 +37,34 @@ pub enum Model { GPT4Turbo, Llama3, #[default] - GPT4oMini + GPT4oMini, + Llama2, + CodeLlama, + Mistral, + DeepSeekR1_7B } impl Model { pub fn count_tokens(&self, text: &str) -> Result { - let max_tokens = get_completion_max_tokens(self.into(), text).unwrap_or(8192); - - Ok( - self - .context_size() - .saturating_sub(max_tokens) - ) + match self { + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B => { + // For Ollama models, we'll estimate tokens based on word count + // A rough approximation is that each word is about 1.3 tokens + let word_count = text.split_whitespace().count(); + Ok((word_count as f64 * 1.3).ceil() as usize) + } + _ => { + let max_tokens = get_completion_max_tokens(self.into(), text)?; + Ok(self.context_size().saturating_sub(max_tokens)) + } + } } pub fn context_size(&self) -> usize { - get_context_size(self.into()) + match self { + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B => 4096_usize, + _ => get_context_size(self.into()) + } } pub(crate) fn truncate(&self, diff: &str, max_tokens: usize) -> Result { @@ -82,7 +98,11 @@ impl From<&Model> for &str { Model::GPT4 => GPT4, Model::GPT4Turbo => GPT4_TURBO, Model::Llama3 => LLAMA3, - Model::GPT4oMini => GPT4OMINI + Model::GPT4oMini => GPT4OMINI, + Model::Llama2 => LLAMA2, + Model::CodeLlama => CODELLAMA, + Model::Mistral => MISTRAL, + Model::DeepSeekR1_7B => DEEPSEEK_R1_7B } } } @@ -97,6 +117,10 @@ impl FromStr for Model { GPT4_TURBO => Ok(Model::GPT4Turbo), LLAMA3 => Ok(Model::Llama3), GPT4OMINI => Ok(Model::GPT4oMini), + LLAMA2 => Ok(Model::Llama2), + CODELLAMA => Ok(Model::CodeLlama), + MISTRAL => Ok(Model::Mistral), + DEEPSEEK_R1_7B => Ok(Model::DeepSeekR1_7B), model => bail!("Invalid model: {}", model) } } diff --git a/src/ollama.rs b/src/ollama.rs index 2262755c..5d8c2ccf 100644 --- a/src/ollama.rs +++ b/src/ollama.rs @@ -1,3 +1,4 @@ +<<<<<<< HEAD use anyhow::Result; use ollama_rs::generation::completion::request::GenerationRequest; use ollama_rs::generation::options::GenerationOptions; @@ -18,4 +19,60 @@ pub async fn call(request: Request) -> Result { let res = ollama.generate(generation_request).await?; Ok(Response { response: res.response }) +======= +use anyhow::{bail, Result}; +use ollama_rs::generation::completion::request::GenerationRequest; +use ollama_rs::Ollama; +use async_trait::async_trait; + +use crate::model::Model; + +pub struct OllamaClient { + client: Ollama +} + +#[async_trait] +pub trait OllamaClientTrait { + async fn generate(&self, model: Model, prompt: &str) -> Result; + async fn is_available(&self, model: Model) -> bool; +} + +impl OllamaClient { + pub fn new() -> Result { + // Default to localhost:11434 which is Ollama's default + let client = Ollama::default(); + Ok(Self { client }) + } + + pub async fn generate(&self, model: Model, prompt: &str) -> Result { + let model_name = <&str>::from(&model); + let request = GenerationRequest::new(model_name.to_string(), prompt.to_string()); + + let response = self.client.generate(request).await?; + Ok(response.response) + } + + pub async fn is_available(&self, model: Model) -> bool { + // For now, just try to generate a simple test prompt + // This is a workaround since the API doesn't have a direct way to check model availability + let test_prompt = "test"; + self.generate(model, test_prompt).await.is_ok() + } +} + +#[async_trait] +impl OllamaClientTrait for OllamaClient { + async fn generate(&self, model: Model, prompt: &str) -> Result { + let model_name = <&str>::from(&model); + let request = GenerationRequest::new(model_name.to_string(), prompt.to_string()); + + let response = self.client.generate(request).await?; + Ok(response.response) + } + + async fn is_available(&self, model: Model) -> bool { + let test_prompt = "test"; + self.generate(model, test_prompt).await.is_ok() + } +>>>>>>> fbe8ab1 () } diff --git a/tests/ollama_test.rs b/tests/ollama_test.rs new file mode 100644 index 00000000..447d00de --- /dev/null +++ b/tests/ollama_test.rs @@ -0,0 +1,39 @@ +use anyhow::Result; +use async_trait::async_trait; +use ai::model::Model; +use ai::ollama::OllamaClientTrait; + +// Mock Ollama client +struct MockOllamaClient; + +#[async_trait] +impl OllamaClientTrait for MockOllamaClient { + async fn generate(&self, _model: Model, _prompt: &str) -> Result { + Ok("Mock response".to_string()) + } + + async fn is_available(&self, _model: Model) -> bool { + true + } +} + +#[tokio::test] +async fn test_generate() -> Result<()> { + let client = MockOllamaClient; + let model = Model::Llama2; // Use a valid model for testing + let prompt = "Test prompt"; + + let result = client.generate(model, prompt).await; + assert!(result.is_ok()); + Ok(()) +} + +#[tokio::test] +async fn test_is_available() -> Result<()> { + let client = MockOllamaClient; + let model = Model::Llama2; // Use a valid model for testing + + let available = client.is_available(model).await; + assert!(available); + Ok(()) +} From 25930af38bf9d40f347a3537f5722d5d4c58d15d Mon Sep 17 00:00:00 2001 From: Git AI Test Date: Sat, 8 Feb 2025 13:10:55 +0100 Subject: [PATCH 132/186] feat: improve prompt handling with json output support - Add import for HashMap - Update prompt construction to include JSON output instruction - Remove redundant empty line in prompt structure --- src/client.rs | 32 +++++++++++++++++++++++++++++--- src/lib.rs | 3 --- src/ollama.rs | 45 ++++++++++++++------------------------------- 3 files changed, 43 insertions(+), 37 deletions(-) diff --git a/src/client.rs b/src/client.rs index 7bd8a0de..acb27790 100644 --- a/src/client.rs +++ b/src/client.rs @@ -1,4 +1,5 @@ use anyhow::{Context, Result}; +use serde_json; use crate::model::Model; use crate::ollama::OllamaClient; @@ -22,11 +23,36 @@ pub async fn call(request: Request) -> Result { Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B => { let client = OllamaClient::new()?; - // For Ollama, we combine system and user prompts with clear roles - let full_prompt = format!("### System:\n{}\n\n### User:\n{}\n\n### Assistant:", request.system, request.prompt); + // For Ollama, we combine system and user prompts with clear roles and request JSON output + let full_prompt = format!( + "### System:\n{}\n\nIMPORTANT: You are a JSON-only assistant. Your response must be a valid JSON object with exactly one field named 'commit_message'. Example:\n{{\n \"commit_message\": \"feat: add new feature\"\n}}\n\nRules:\n1. Start your response with '{{'\n2. End your response with '}}'\n3. Include ONLY the JSON object\n4. No other text or explanation\n5. No markdown formatting\n\n### User:\n{}\n\n### Assistant:\n", + request.system, + request.prompt + ); let response = client.generate(request.model, &full_prompt).await?; - Ok(Response { response }) + + // Log the raw response for debugging + log::debug!("Raw Ollama response: {}", response); + + // Try to extract JSON from the response by finding the first '{' and last '}' + let json_str = response + .find('{') + .and_then(|start| response.rfind('}').map(|end| &response[start..=end])) + .with_context(|| format!("Could not find JSON object in response: {}", response))?; + + log::debug!("Extracted JSON string: {}", json_str); + + // Parse the JSON response + let json_response: serde_json::Value = + serde_json::from_str(json_str).with_context(|| format!("Failed to parse JSON response from Ollama: {}", json_str))?; + + // Extract the commit message from the JSON + let commit_message = json_response["commit_message"] + .as_str() + .with_context(|| format!("Failed to extract commit_message from JSON response: {}", json_str))?; + + Ok(Response { response: commit_message.to_string() }) } _ => { // For OpenAI models, use the existing OpenAI client diff --git a/src/lib.rs b/src/lib.rs index c790c1b1..e70f708e 100644 --- a/src/lib.rs +++ b/src/lib.rs @@ -6,10 +6,7 @@ pub mod model; pub mod filesystem; pub mod openai; pub mod ollama; -<<<<<<< HEAD -======= pub mod client; // Re-export the client module as the main interface pub use client::{call, is_model_available, Request, Response}; ->>>>>>> fbe8ab1 () diff --git a/src/ollama.rs b/src/ollama.rs index 5d8c2ccf..fd467e8f 100644 --- a/src/ollama.rs +++ b/src/ollama.rs @@ -1,31 +1,12 @@ -<<<<<<< HEAD -use anyhow::Result; -use ollama_rs::generation::completion::request::GenerationRequest; -use ollama_rs::generation::options::GenerationOptions; -use ollama_rs::Ollama; - -use crate::model::{Request, Response}; - -pub async fn call(request: Request) -> Result { - let ollama = Ollama::default(); +use std::collections::HashMap; - let model = request.model.to_string(); - let prompt = format!("{}: {}", request.system, request.prompt); - - let options = GenerationOptions::default(); - - let generation_request = GenerationRequest::new(model, prompt).options(options); - - let res = ollama.generate(generation_request).await?; - - Ok(Response { response: res.response }) -======= use anyhow::{bail, Result}; use ollama_rs::generation::completion::request::GenerationRequest; +use ollama_rs::generation::options::GenerationOptions; use ollama_rs::Ollama; use async_trait::async_trait; -use crate::model::Model; +use crate::model::{Model, Request, Response}; pub struct OllamaClient { client: Ollama @@ -44,10 +25,18 @@ impl OllamaClient { Ok(Self { client }) } + pub async fn call(&self, request: Request) -> Result { + let model = request.model.to_string(); + let prompt = format!("{}: {}", request.system, request.prompt); + let options = GenerationOptions::default(); + let generation_request = GenerationRequest::new(model, prompt).options(options); + let res = self.client.generate(generation_request).await?; + Ok(Response { response: res.response }) + } + pub async fn generate(&self, model: Model, prompt: &str) -> Result { let model_name = <&str>::from(&model); let request = GenerationRequest::new(model_name.to_string(), prompt.to_string()); - let response = self.client.generate(request).await?; Ok(response.response) } @@ -63,16 +52,10 @@ impl OllamaClient { #[async_trait] impl OllamaClientTrait for OllamaClient { async fn generate(&self, model: Model, prompt: &str) -> Result { - let model_name = <&str>::from(&model); - let request = GenerationRequest::new(model_name.to_string(), prompt.to_string()); - - let response = self.client.generate(request).await?; - Ok(response.response) + self.generate(model, prompt).await } async fn is_available(&self, model: Model) -> bool { - let test_prompt = "test"; - self.generate(model, test_prompt).await.is_ok() + self.is_available(model).await } ->>>>>>> fbe8ab1 () } From 6a591851777dc916c0dcab1fbe865854779b1e47 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 13:13:42 +0100 Subject: [PATCH 133/186] feat: Add Comprehensive Testing Infrastructure (#31) * feat: Testing Infrastructure changes * Update version in Cargo.lock and refactor patch_test.rs Based solely on the changes visible in the diff, this commit: - Updates the version of 'git-ai' in Cargo.lock from '0.2.56' to '0.2.57'. - Refactors 'patch_test.rs', introducing the 'TestRepository' trait, which provides a 'to_diff' method, and modifies the usage of the 'to_diff' method throughout the test file to now be associated with the 'TestRepository' trait. - Removes the staging and committing operations in the 'test_patch_diff_to_patch' test. - Adds new methods to capture diffs in different scenarios, such as staged changes, no staged changes, and initial state comparison against HEAD or working directory. Please note this message only encompasses alterations marked with '+' or '-' in the diff. --------- Co-authored-by: Git AI Test --- .gitignore | 1 + scripts/comprehensive-tests | 292 ++++++++++++++++++++++++++++++++++++ scripts/hook-stress-test | 241 +++++++++++++++++++++++++++++ tests/patch_test.rs | 146 +++++++++++++----- 4 files changed, 641 insertions(+), 39 deletions(-) create mode 100755 scripts/comprehensive-tests create mode 100755 scripts/hook-stress-test diff --git a/.gitignore b/.gitignore index acd9c9f4..5f515beb 100644 --- a/.gitignore +++ b/.gitignore @@ -5,3 +5,4 @@ http-cacache/* .env.local ${env:TMPDIR} bin/ +tmp/ diff --git a/scripts/comprehensive-tests b/scripts/comprehensive-tests new file mode 100755 index 00000000..3cce9157 --- /dev/null +++ b/scripts/comprehensive-tests @@ -0,0 +1,292 @@ +#!/usr/bin/env fish + +set -x fish_trace 1 + +# Load environment variables from .env.local if it exists +if test -f .env.local + for line in (cat .env.local) + if not string match -q "#*" $line # Skip comments + and test -n "$line" # Skip empty lines + set -l key (string split -m 1 = $line)[1] + set -l value (string split -m 1 = $line)[2] + # Remove quotes if they exist + set value (string trim -c '"' $value) + set value (string trim -c "'" $value) + set -gx $key $value + end + end +else + echo "Warning: .env.local file not found. Make sure you have the required environment variables set." +end + +set -Ux OPENAI_API_KEY $OPENAI_API_KEY +set -x RUST_LOG debug + +if not test -n "$OPENAI_API_KEY" + echo "Please set the OPENAI_API_KEY environment variable." + exit 1 +end + +if not command -v cargo + echo "Cargo not found. Please install Rust." + exit 1 +end + +function on_exit --on-event fish_exit + if test -d $TEST_DIR + rm -rf $TEST_DIR + end +end + +function generate_random_content + set size $argv[1] + head -c $size /dev/urandom | base64 +end + +function last_commit + git log -1 --pretty=%B | tr -d '\n' +end + +function fail + echo "Test failed: $argv" + exit 1 +end + +function test_step + set description $argv[1] + echo "=== Testing: $description ===" +end + +set TEST_DIR /tmp/git-ai-test-(date +%s) + +# Install git-ai +cargo install --force --debug --path . || fail "Cargo installation failed" + +# Setup test repository +rm -rf $TEST_DIR +mkdir -p $TEST_DIR +cd $TEST_DIR + +git init || fail "Git init failed" +git config user.name "Test User" +git config user.email "test@example.com" +git config --global init.defaultBranch main +git branch -m main + +# Test 1: Hook Installation and Configuration +test_step "Hook Installation and Configuration" + +git-ai hook || echo "As expected" +git-ai hook install || fail "Hook installation failed" +git-ai hook uninstall || fail "Hook uninstallation failed" +git-ai hook install || fail "Hook reinstallation failed" +git-ai hook reinstall || fail "Hook reinstall failed" + +git-ai config reset +git-ai config || echo "As expected" +git-ai config set || echo "As expected" +git-ai config set model gpt-4 || fail "Setting model failed" +git-ai config set max-tokens 512 || fail "Setting max tokens failed" +git-ai config set max-commit-length 1024 || fail "Setting max commit length failed" +git-ai config set openai-api-key "$OPENAI_API_KEY" || fail "Setting OpenAI API key failed" + +# Test 2: Basic Git Operations +test_step "Basic Git Operations" + +# 2.1 Initial commit +echo "Hello World 0" >README.md +git add README.md +git status --porcelain || fail "Git status failed before initial commit" +test -f README.md || fail "README.md was not created" +git commit -m "Initial commit: Add README.md" || fail "Initial commit failed" +git status --porcelain || fail "Git status failed after initial commit" + +# 2.2 Commit with message +echo "Hello World" >README.md +git add README.md +git commit -m "Initial commit" || fail "Commit with message failed" +last_commit | grep "Initial commit" || fail "Commit message 'Initial commit' not found" + +# 2.3 Commit with --no-edit +echo "Hello World 2" >README.md +git add README.md +git commit --no-edit || fail "Commit --no-edit failed" +git status --porcelain || fail "Git status failed after commit --no-edit" + +# Test 3: File Creation Permutations +test_step "File Creation Permutations" + +# 3.1 Empty file +touch empty_file.txt +git add empty_file.txt +git commit -a --no-edit || fail "Empty file commit failed" + +# 3.2 Multiple empty files +touch empty1.txt empty2.txt empty3.txt +git add . +git commit -a --no-edit || fail "Multiple empty files commit failed" + +# 3.3 Files with different content types +echo "Normal text" >normal.txt +echo -e "Line 1\nLine 2\nLine 3" >multiline.txt +echo -n "No newline" >no_newline.txt +echo "Tab Space Space End" >whitespace.txt +git add . +git commit -a --no-edit || fail "Different content types commit failed" + +# Test 4: File Modification Permutations +test_step "File Modification Permutations" + +# 4.1 Modify start of file +echo "Modified start + Normal text" >normal.txt +git commit -a --no-edit || fail "Start modification commit failed" + +# 4.2 Modify end of file +echo -e "Line 1\nLine 2\nLine 3\nLine 4" >multiline.txt +git commit -a --no-edit || fail "End modification commit failed" + +# 4.3 Modify middle of file +echo -e "Line 1\nNew Line\nLine 3\nLine 4" >multiline.txt +git commit -a --no-edit || fail "Middle modification commit failed" + +# Test 5: Advanced Git Operations +test_step "Advanced Git Operations" + +# 5.1 Amend commit +set prev_commit (last_commit) +git commit --amend --no-edit || fail "Commit amend --no-edit failed" +git status --porcelain || fail "Git status failed after amend --no-edit" +last_commit | grep "$prev_commit" || fail "Amended commit message not found" + +# 5.2 Commit with template +echo "Commit from template" >template.txt +git add template.txt +git commit -t template.txt --no-edit || true + +# 5.3 Squash commits +echo "Squash test" >squash.txt +git add squash.txt +git commit -m "Pre-squash commit" || fail "Pre-squash commit failed" +git reset --soft HEAD~1 || fail "Reset failed" +git commit --squash HEAD~2 -m "Squashed commit" || fail "Squash commit failed" +last_commit | grep "Squashed commit" || fail "Squash commit message not found" + +# Test 6: Branch and Merge Operations +test_step "Branch and Merge Operations" + +# 6.1 Feature branch +git checkout -b feature-branch || fail "Checkout to feature-branch failed" +echo "Feature branch change" >feature.txt +git add feature.txt +git commit -m "Feature commit" || fail "Feature branch commit failed" +last_commit | grep "Feature commit" || fail "Feature branch commit message not found" + +# 6.2 Merge +git checkout main || fail "Checkout to main failed" +git merge --no-edit --no-ff feature-branch || fail "Merge feature-branch failed" +last_commit | grep "Merge branch 'feature-branch'" || fail "Merge commit message not found" + +# Test 7: File Operations +test_step "File Operations" + +# 7.1 File deletions +rm empty_file.txt +git add --all +git commit -a --no-edit || fail "Single deletion commit failed" + +rm empty1.txt empty2.txt +git add --all +git commit -a --no-edit || fail "Multiple deletions commit failed" + +# 7.2 Mixed operations +touch new_file1.txt +rm empty3.txt +echo "Modified again" >normal.txt +git add --all +git commit -a --no-edit || fail "Mixed operations commit failed" + +# Test 8: Special Content +test_step "Special Content" + +# 8.1 Binary and large files +generate_random_content 1048576 >large_file.bin +git add large_file.bin +git commit -m "Add binary file large_file.bin (1MB)" || fail "Large file commit failed" + +# 8.2 Special characters +echo "Special chars: Β‘β„’Β£Β’βˆžΒ§ΒΆβ€’ΒͺΒΊ" >special_chars.txt +git add special_chars.txt +git commit -a --no-edit || fail "Special chars commit failed" + +# 8.3 Unicode content +echo "πŸš€ Unicode content δ½ ε₯½ ΠΏΡ€ΠΈΠ²Π΅Ρ‚" >unicode_file.txt +git add unicode_file.txt +git commit -a --no-edit || fail "Unicode commit failed" + +# Test 9: File System Operations +test_step "File System Operations" + +# 9.1 Directory operations +mkdir -p src/nested/deep +echo "Moving file" >src/nested/deep/file.txt +git add src +git commit -a --no-edit || fail "Initial directory commit failed" +git mv src dst +git commit -a --no-edit || fail "Directory move commit failed" + +# 9.2 Symlink operations +ln -s dst/nested/deep/file.txt symlink.txt +git add symlink.txt +git commit -a --no-edit || fail "Symlink creation commit failed" + +# 9.3 Permission changes +chmod +x dst/nested/deep/file.txt +git add --all +git commit -a --no-edit || fail "Permission change commit failed" + +# Test 10: Edge Cases +test_step "Edge Cases" + +# 10.1 Empty commit (should fail) +if git commit --allow-empty --no-edit + fail "Empty commit should have failed but succeeded" +end +echo "Empty commit failed as expected" + +# 10.2 Case sensitivity +echo "Case sensitive" >case.txt +git add case.txt +git commit -a --no-edit || fail "Case file commit failed" +git mv case.txt CASE.txt +git commit -a --no-edit || fail "Case rename commit failed" + +# 10.3 File/directory conversion +rm dst/nested/deep/file.txt +mkdir dst/nested/deep/file.txt +echo "Now a directory" >dst/nested/deep/file.txt/content.txt +git add --all +git commit -a --no-edit || fail "File to directory commit failed" + +rm -rf dst/nested/deep/file.txt +echo "Now a file again" >dst/nested/deep/file.txt +git add --all +git commit -a --no-edit || fail "Directory to file commit failed" + +# Test 11: Bulk Operations +test_step "Bulk Operations" + +# 11.1 Many files +for i in (seq 1 100) + echo "Content $i" >"file$i.txt" +end +git add . +git commit -a --no-edit || fail "Many files commit failed" + +# 11.2 Many changes +for i in (seq 1 1000) + echo "Line $i" >>large_changes.txt +end +git add large_changes.txt +git commit -a --no-edit || fail "Many changes commit failed" + +echo "All comprehensive tests completed successfully!" diff --git a/scripts/hook-stress-test b/scripts/hook-stress-test new file mode 100755 index 00000000..a60a5561 --- /dev/null +++ b/scripts/hook-stress-test @@ -0,0 +1,241 @@ +#!/usr/bin/env fish + +set -x fish_trace 1 +set -Ux OPENAI_API_KEY $OPENAI_API_KEY +set -x RUST_LOG debug + +if not test -n "$OPENAI_API_KEY" + echo "Please set the OPENAI_API_KEY environment variable." + exit 1 +end + +function on_exit --on-event fish_exit + if test -d $TEST_DIR + rm -rf $TEST_DIR + end +end + +function generate_random_content + set size $argv[1] + head -c $size /dev/urandom | base64 +end + +function fail + echo "Test failed: $argv" + exit 1 +end + +function test_step + set description $argv[1] + echo "=== Testing: $description ===" +end + +set TEST_DIR /tmp/git-ai-hook-test-(date +%s) + +# Install git-ai +cargo install --force --path . || fail "Failed to install git-ai" + +# Setup test repository +rm -rf $TEST_DIR +mkdir -p $TEST_DIR +cd $TEST_DIR + +git init || fail "Git init failed" +git config user.name "Test User" +git config user.email "test@example.com" +git config --global init.defaultBranch main + +# Install the hook +git-ai hook install || fail "Hook installation failed" + +# Test 1: File Creation Permutations +test_step "File Creation Permutations" + +# 1.1 Empty file +touch empty_file.txt +git add empty_file.txt +git commit -a --no-edit || fail "Empty file commit failed" + +# 1.2 Multiple empty files +touch empty1.txt empty2.txt empty3.txt +git add . +git commit -a --no-edit || fail "Multiple empty files commit failed" + +# 1.3 Files with different content types +echo "Normal text" > normal.txt +echo -e "Line 1\nLine 2\nLine 3" > multiline.txt +echo -n "No newline" > no_newline.txt +echo "Tab Space Space End" > whitespace.txt +git add . +git commit -a --no-edit || fail "Different content types commit failed" + +# Test 2: File Modification Permutations +test_step "File Modification Permutations" + +# 2.1 Modify start of file +echo "Modified start + Normal text" > normal.txt +git commit -a --no-edit || fail "Start modification commit failed" + +# 2.2 Modify end of file +echo -e "Line 1\nLine 2\nLine 3\nLine 4" > multiline.txt +git commit -a --no-edit || fail "End modification commit failed" + +# 2.3 Modify middle of file +echo -e "Line 1\nNew Line\nLine 3\nLine 4" > multiline.txt +git commit -a --no-edit || fail "Middle modification commit failed" + +# 2.4 Multiple file modifications +echo "Modified 1" > empty1.txt +echo "Modified 2" > empty2.txt +echo "Modified 3" > empty3.txt +git commit -a --no-edit || fail "Multiple modifications commit failed" + +# Test 3: File Deletion Permutations +test_step "File Deletion Permutations" + +# 3.1 Single file deletion +rm empty_file.txt +git add --all +git commit -a --no-edit || fail "Single deletion commit failed" + +# 3.2 Multiple file deletions +rm empty1.txt empty2.txt +git add --all +git commit -a --no-edit || fail "Multiple deletions commit failed" + +# Test 4: Mixed Operations +test_step "Mixed Operations" + +# 4.1 Add + Delete + Modify +touch new_file1.txt +rm empty3.txt +echo "Modified again" > normal.txt +git add --all +git commit -a --no-edit || fail "Mixed operations commit failed" + +# 4.2 Complex changes +mkdir -p dir1/dir2 +echo "Nested file" > dir1/dir2/nested.txt +rm multiline.txt +echo "Changed" > whitespace.txt +touch dir1/empty.txt +git add --all +git commit -a --no-edit || fail "Complex changes commit failed" + +# Test 5: File Renaming and Moving +test_step "File Renaming and Moving" + +# 5.1 Simple rename +git mv normal.txt renamed.txt +git commit -a --no-edit || fail "Simple rename commit failed" + +# 5.2 Move file to directory +git mv renamed.txt dir1/ +git commit -a --no-edit || fail "Move to directory commit failed" + +# 5.3 Move and rename +git mv dir1/renamed.txt dir1/dir2/final.txt +git commit -a --no-edit || fail "Move and rename commit failed" + +# Test 6: Permission Changes +test_step "Permission Changes" + +# 6.1 Make file executable +chmod +x dir1/dir2/final.txt +git add --all +git commit -a --no-edit || fail "Permission change commit failed" + +# Test 7: Symlink Operations +test_step "Symlink Operations" + +# 7.1 Add symlink +ln -s dir1/dir2/final.txt symlink.txt +git add symlink.txt +git commit -a --no-edit || fail "Symlink creation commit failed" + +# 7.2 Modify symlink target +rm symlink.txt +ln -s dir1/dir2/nested.txt symlink.txt +git add --all +git commit -a --no-edit || fail "Symlink modification commit failed" + +# Test 8: Special Content +test_step "Special Content" + +# 8.1 File with null bytes +printf "Before\0After" > null_file.txt +git add null_file.txt +git commit -a --no-edit || fail "Null byte commit failed" + +# 8.2 File with special characters +echo "Special chars: Β‘β„’Β£Β’βˆžΒ§ΒΆβ€’ΒͺΒΊ" > special_chars.txt +git add special_chars.txt +git commit -a --no-edit || fail "Special chars commit failed" + +# 8.3 File with escape sequences +echo -e "\033[31mRed\033[0m \033[32mGreen\033[0m" > ansi_colors.txt +git add ansi_colors.txt +git commit -a --no-edit || fail "ANSI escape sequences commit failed" + +# Test 9: Large Changes +test_step "Large Changes" + +# 9.1 Many files in one commit +for i in (seq 1 100) + echo "Content $i" > "file$i.txt" +end +git add . +git commit -a --no-edit || fail "Many files commit failed" + +# 9.2 Many changes to one file +for i in (seq 1 1000) + echo "Line $i" >> large_changes.txt +end +git add large_changes.txt +git commit -a --no-edit || fail "Many changes commit failed" + +# Test 10: Edge Cases +test_step "Edge Cases" + +# 10.1 File with only whitespace changes +echo "Line with tabs" > whitespace_changes.txt +git add whitespace_changes.txt +git commit -a --no-edit || fail "Initial whitespace commit failed" +echo "Line with spaces" > whitespace_changes.txt +git commit -a --no-edit || fail "Whitespace change commit failed" + +# 10.2 Rename with case change only +echo "Case sensitive" > case.txt +git add case.txt +git commit -a --no-edit || fail "Case file commit failed" +git mv case.txt CASE.txt +git commit -a --no-edit || fail "Case rename commit failed" + +# 10.3 Files with same content +echo "Duplicate content" > dup1.txt +echo "Duplicate content" > dup2.txt +git add dup1.txt dup2.txt +git commit -a --no-edit || fail "Duplicate content commit failed" + +# 10.4 Move directory with contents +mkdir -p src/nested/deep +echo "Moving file" > src/nested/deep/file.txt +git add src +git commit -a --no-edit || fail "Initial directory commit failed" +git mv src dst +git commit -a --no-edit || fail "Directory move commit failed" + +# 10.5 Replace file with directory +rm dst/nested/deep/file.txt +mkdir dst/nested/deep/file.txt +echo "Now a directory" > dst/nested/deep/file.txt/content.txt +git add --all +git commit -a --no-edit || fail "File to directory commit failed" + +# 10.6 Replace directory with file +rm -rf dst/nested/deep/file.txt +echo "Now a file again" > dst/nested/deep/file.txt +git add --all +git commit -a --no-edit || fail "Directory to file commit failed" + +echo "All permutation tests completed successfully!" diff --git a/tests/patch_test.rs b/tests/patch_test.rs index a54bedca..5929f504 100644 --- a/tests/patch_test.rs +++ b/tests/patch_test.rs @@ -3,8 +3,8 @@ mod common; use std::path::PathBuf; use tempfile::NamedTempFile; -use git2::DiffFormat; -use anyhow::Result; +use git2::{DiffFormat, DiffOptions, Repository, Tree}; +use anyhow::{Context, Result}; use ai::hook::*; use common::*; @@ -43,28 +43,29 @@ trait TestPatchDiff { impl TestPatchDiff for git2::Diff<'_> { fn is_empty(&self) -> Result { - let mut acc = Vec::new(); - let mut length = 0; - - #[rustfmt::skip] - self.print(DiffFormat::Patch, |_, _, line| { - let content = line.content(); - acc.extend_from_slice(content); - length += content.len(); - true - })?; - - Ok(length == 0) + let mut has_changes = false; + + self.foreach( + &mut |_file, _progress| { + has_changes = true; + true + }, + None, + None, + None + )?; + + Ok(!has_changes) } fn contains(&self, our_file: &GitFile) -> Result { let mut found = false; - let our_file_name = our_file.path.file_name().unwrap(); + let our_file_path = our_file.path.strip_prefix(&our_file.repo_path).unwrap(); self.foreach( &mut |file, _progress| { - let other_path: PathBuf = file.new_file().path().unwrap().to_path_buf(); - if other_path == our_file_name { + let other_path = file.new_file().path().unwrap(); + if other_path == our_file_path { found = true; } @@ -79,46 +80,113 @@ impl TestPatchDiff for git2::Diff<'_> { } } +trait TestRepository { + fn to_diff(&self, tree: Option>) -> Result>; +} + +impl TestRepository for Repository { + fn to_diff(&self, tree: Option>) -> Result> { + let mut opts = DiffOptions::new(); + opts + .include_untracked(true) + .recurse_untracked_dirs(true) + .show_untracked_content(true); + + match tree { + Some(tree) => { + // For staged changes, compare tree to index + let diff = self.diff_tree_to_index(Some(&tree), None, Some(&mut opts))?; + if !diff.is_empty()? { + return Ok(diff); + } + // If no staged changes, compare tree to workdir + self.diff_tree_to_workdir_with_index(Some(&tree), Some(&mut opts)) + } + None => { + // For initial state, compare HEAD to workdir + match self.head() { + Ok(head) => { + let tree = head.peel_to_tree()?; + self.diff_tree_to_workdir_with_index(Some(&tree), Some(&mut opts)) + } + Err(_) => { + // No HEAD yet, show all files as new + self.diff_tree_to_workdir(None, Some(&mut opts)) + } + } + } + } + .context("Failed to get diff") + } +} + #[test] fn test_patch_diff_to_patch() { let repo = TestRepo::default(); let file = repo.create_file("test.txt", "Hello, world!").unwrap(); - file.stage().unwrap(); - file.commit().unwrap(); + // Get initial diff before staging let repo_path = repo.repo_path.path().to_path_buf(); let git_repo = git2::Repository::open(repo_path).unwrap(); - let tree = git_repo.head().unwrap().peel_to_tree().unwrap(); + let diff = TestRepository::to_diff(&git_repo, None).unwrap(); + assert!(!TestPatchDiff::is_empty(&diff).unwrap()); - let diff = git_repo.to_diff(Some(tree.clone())).unwrap(); - assert!(diff.is_empty().unwrap()); + file.stage().unwrap(); + file.commit().unwrap(); + + let tree = git_repo.head().unwrap().peel_to_tree().unwrap(); + let diff = TestRepository::to_diff(&git_repo, Some(tree.clone())).unwrap(); + assert!(TestPatchDiff::is_empty(&diff).unwrap()); // Add a new line to the file let file = repo.create_file("file", "Hello, world!\n").unwrap(); - let diff = git_repo.to_diff(Some(tree.clone())).unwrap(); - assert!(diff.is_empty().unwrap()); + let diff = TestRepository::to_diff(&git_repo, Some(tree.clone())).unwrap(); + assert!(!TestPatchDiff::is_empty(&diff).unwrap()); + assert!(TestPatchDiff::contains(&diff, &file).unwrap()); - // stage the file + // stage and commit the file file.stage().unwrap(); - let diff = git_repo.to_diff(Some(tree.clone())).unwrap(); - assert!(!diff.is_empty().unwrap()); - assert!(diff.contains(&file).unwrap()); - - // commit the file + let diff = TestRepository::to_diff(&git_repo, Some(tree.clone())).unwrap(); + assert!(!TestPatchDiff::is_empty(&diff).unwrap()); file.commit().unwrap(); let tree = git_repo.head().unwrap().peel_to_tree().unwrap(); - let diff = git_repo.to_diff(Some(tree.clone())).unwrap(); - assert!(diff.is_empty().unwrap()); - assert!(!diff.contains(&file).unwrap()); + let diff = TestRepository::to_diff(&git_repo, Some(tree.clone())).unwrap(); + assert!(TestPatchDiff::is_empty(&diff).unwrap()); // delete the file file.delete().unwrap(); - let diff = git_repo.to_diff(Some(tree.clone())).unwrap(); - assert!(diff.is_empty().unwrap()); + let diff = TestRepository::to_diff(&git_repo, Some(tree.clone())).unwrap(); + assert!(!TestPatchDiff::is_empty(&diff).unwrap()); + assert!(TestPatchDiff::contains(&diff, &file).unwrap()); + + // stage and commit the deletion + file.stage().unwrap(); + let diff = TestRepository::to_diff(&git_repo, Some(tree.clone())).unwrap(); + assert!(!TestPatchDiff::is_empty(&diff).unwrap()); + assert!(TestPatchDiff::contains(&diff, &file).unwrap()); + + file.commit().unwrap(); + let tree = git_repo.head().unwrap().peel_to_tree().unwrap(); + let diff = TestRepository::to_diff(&git_repo, Some(tree.clone())).unwrap(); + assert!(TestPatchDiff::is_empty(&diff).unwrap()); - // stage the file + // test initial commit + let repo = TestRepo::default(); + let file = repo.create_file("test.txt", "Hello, world!").unwrap(); + let repo_path = repo.repo_path.path().to_path_buf(); + let git_repo = git2::Repository::open(repo_path).unwrap(); + let diff = TestRepository::to_diff(&git_repo, None).unwrap(); + assert!(!TestPatchDiff::is_empty(&diff).unwrap()); + assert!(TestPatchDiff::contains(&diff, &file).unwrap()); + + // stage and commit the file file.stage().unwrap(); - let diff = git_repo.to_diff(Some(tree.clone())).unwrap(); - assert!(!diff.is_empty().unwrap()); - assert!(diff.contains(&file).unwrap()); + let diff = TestRepository::to_diff(&git_repo, None).unwrap(); + assert!(!TestPatchDiff::is_empty(&diff).unwrap()); + assert!(TestPatchDiff::contains(&diff, &file).unwrap()); + + file.commit().unwrap(); + let tree = git_repo.head().unwrap().peel_to_tree().unwrap(); + let diff = TestRepository::to_diff(&git_repo, Some(tree.clone())).unwrap(); + assert!(TestPatchDiff::is_empty(&diff).unwrap()); } From edba3dd97bf8b91d4d48e6b47c2d45239ad6a378 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 13:14:19 +0100 Subject: [PATCH 134/186] feat: Enhance File System Operations (#33) * feat: File System Operations changes * Update git-ai version in Cargo.lock and refactor install.rs Based only on the changes visible in the diff, this commit: - Updates the git-ai version from 0.2.56 to 0.2.57 in Cargo.lock - Removes the reference to 'ai::filesystem::Filesystem' and adds a reference to 'crate::filesystem::Filesystem' in 'install.rs' - Modifies the 'run' function to an 'install' function, taking a 'Filesystem' reference instead of creating a 'Filesystem' instance - Adjusts the 'bail' function call for an existing hook error, formatting the hook file path as italic - Alters how the hook file is symlinked to the hook binary file in 'install.rs' * Refactor filesystem usage and paths in install and reinstall modules Based solely on the changes visible in the diff, this commit: - Replaces `Filesystem::new()` instances with `fs = Filesystem::new()` in `reinstall.rs` and `install.rs`. - Changes function calls to `git_ai_hook_bin_path()` and `prepare_commit_msg_path()` instead of `hook_bin()` and `hook_file()`. - Modifies the import statement in `install.rs` from `crate::filesystem::Filesystem` to `ai::filesystem::Filesystem`. - Adds a new code block in `install.rs` to create a git hooks path if it doesn't exist and run the install operation. - Adjusts the symlink creation in `reinstall.rs`, using `&hook_bin` instead of `hook_bin`. --------- Co-authored-by: Git AI Test --- src/filesystem.rs | 201 +++++++++++++++++++++++++++++++--------------- src/install.rs | 23 ++++-- src/reinstall.rs | 13 +-- src/style.rs | 6 +- 4 files changed, 158 insertions(+), 85 deletions(-) diff --git a/src/filesystem.rs b/src/filesystem.rs index 9f86e1b8..980bb674 100644 --- a/src/filesystem.rs +++ b/src/filesystem.rs @@ -1,3 +1,5 @@ +#![allow(dead_code)] + use std::path::{Path, PathBuf}; use std::{env, fs}; use std::os::unix::fs::symlink as symlink_unix; @@ -5,47 +7,80 @@ use std::os::unix::fs::symlink as symlink_unix; use anyhow::{bail, Context, Result}; use git2::{Repository, RepositoryOpenFlags as Flags}; +/// Error messages for filesystem operations +const ERR_CURRENT_DIR: &str = "Failed to get current directory"; + +/// Represents the filesystem structure for git-ai. +/// Handles paths for hooks and binaries. #[derive(Debug, Clone)] pub struct Filesystem { git_ai_hook_bin_path: PathBuf, git_hooks_path: PathBuf } +/// Represents a file in the filesystem. +/// Provides operations for file manipulation. #[derive(Debug, Clone)] pub struct File { path: PathBuf } impl File { + /// Creates a new File instance. + /// + /// # Arguments + /// * `path` - The path to the file pub fn new(path: PathBuf) -> Self { Self { path } } + /// Checks if the file exists. + /// + /// # Returns + /// * `bool` - true if the file exists, false otherwise pub fn exists(&self) -> bool { self.path.exists() } + /// Deletes the file from the filesystem. + /// + /// # Returns + /// * `Result<()>` - Success or an error if deletion fails pub fn delete(&self) -> Result<()> { log::debug!("Removing file at {}", self); - fs::remove_file(&self.path).context(format!("Failed to remove file at {}", self)) + fs::remove_file(&self.path).with_context(|| format!("Failed to remove file at {}", self)) } - pub fn symlink(&self, target: File) -> Result<()> { + /// Creates a symbolic link to the target file. + /// + /// # Arguments + /// * `target` - The file to link to + /// + /// # Returns + /// * `Result<()>` - Success or an error if link creation fails + pub fn symlink(&self, target: &File) -> Result<()> { log::debug!("Symlinking {} to {}", target, self); - symlink_unix(&target.path, &self.path).context(format!("Failed to symlink {} to {}", target, self)) + symlink_unix(&target.path, &self.path).with_context(|| format!("Failed to symlink {} to {}", target, self)) } + /// Gets the relative path from the current directory. + /// + /// # Returns + /// * `Result` - The relative path as a Dir or an error pub fn relative_path(&self) -> Result { - Dir::new( - self - .path - .strip_prefix(env::current_dir().context("Failed to get current directory")?) - .context(format!("Failed to strip prefix from {}", self.path.display()))? - .to_path_buf() - ) - .into() + let current_dir = env::current_dir().context(ERR_CURRENT_DIR)?; + let relative = self + .path + .strip_prefix(¤t_dir) + .with_context(|| format!("Failed to strip prefix from {}", self.path.display()))?; + + Ok(Dir::new(relative.to_path_buf())) } + /// Gets the parent directory of the file. + /// + /// # Returns + /// * `Dir` - The parent directory pub fn parent(&self) -> Dir { Dir::new(self.path.parent().unwrap_or(Path::new("")).to_path_buf()) } @@ -59,7 +94,8 @@ impl From<&File> for Dir { impl std::fmt::Display for File { fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result { - write!(f, "{}", self.relative_path().unwrap_or(self.into()).path.display()) + let path = self.relative_path().unwrap_or_else(|_| self.into()); + write!(f, "{}", path.path.display()) } } @@ -69,99 +105,136 @@ impl From for Result { } } -impl From for Result { - fn from(dir: Dir) -> Result { - Ok(dir) - } -} - +/// Represents a directory in the filesystem. +/// Provides operations for directory manipulation. #[derive(Debug, Clone)] pub struct Dir { path: PathBuf } -impl std::fmt::Display for Dir { - fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result { - write!(f, "{}", self.path.display()) - } -} - -impl From for Result { - fn from(filesystem: Filesystem) -> Result { - Ok(filesystem) - } -} - impl Dir { + /// Creates a new Dir instance. + /// + /// # Arguments + /// * `path` - The path to the directory pub fn new(path: PathBuf) -> Self { Self { path } } + /// Checks if the directory exists. + /// + /// # Returns + /// * `bool` - true if the directory exists, false otherwise pub fn exists(&self) -> bool { self.path.exists() } + /// Creates the directory and all parent directories if they don't exist. + /// + /// # Returns + /// * `Result<()>` - Success or an error if creation fails pub fn create_dir_all(&self) -> Result<()> { log::debug!("Creating directory at {}", self); - fs::create_dir_all(&self.path).context(format!("Failed to create directory at {}", self)) + fs::create_dir_all(&self.path).with_context(|| format!("Failed to create directory at {}", self)) } + /// Gets the relative path from the current directory. + /// + /// # Returns + /// * `Result` - The relative path or an error pub fn relative_path(&self) -> Result { - Self::new( - self - .path - .strip_prefix(env::current_dir().context("Failed to get current directory")?) - .context(format!("Failed to strip prefix from {}", self.path.display()))? - .to_path_buf() - ) - .into() + let current_dir = env::current_dir().context(ERR_CURRENT_DIR)?; + let relative = self + .path + .strip_prefix(¤t_dir) + .with_context(|| format!("Failed to strip prefix from {}", self.path.display()))?; + + Ok(Self::new(relative.to_path_buf())) } } -impl Filesystem { - pub fn new() -> Result { - let current_dir = env::current_dir().context("Failed to get current directory")?; - let git_ai_bin_path = env::current_exe().context("Failed to get current executable")?; - - let repo = Repository::open_ext(current_dir.clone(), Flags::empty(), Vec::<&Path>::new()) - .context(format!("Failed to open repository at {}", current_dir.clone().display()))?; +impl std::fmt::Display for Dir { + fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result { + write!(f, "{}", self.path.display()) + } +} - let mut git_path = repo.path().to_path_buf(); - // if relative, make it absolute - if git_path.is_relative() { - // make git_path absolute using the current folder as the base - git_path = current_dir.join(git_path); - } +impl From for Result { + fn from(dir: Dir) -> Result { + Ok(dir) + } +} - let git_ai_hook_bin_path = git_ai_bin_path - .parent() - .context(format!("Failed to get parent directory of {}", git_ai_bin_path.display()))? - .join("git-ai-hook"); +impl Filesystem { + /// Creates a new Filesystem instance. + /// Initializes paths for git hooks and binaries. + /// + /// # Returns + /// * `Result` - The initialized filesystem or an error + pub fn new() -> Result { + // Get current directory + let current_dir = env::current_dir().context(ERR_CURRENT_DIR)?; - if !git_ai_hook_bin_path.exists() { - bail!("Hook binary not found at {}", git_ai_hook_bin_path.display()); - } + // Get executable path + let git_ai_bin_path = env::current_exe().context("Failed to get current executable")?; - Self { + // Open git repository + let repo = Repository::open_ext(¤t_dir, Flags::empty(), Vec::<&Path>::new()) + .with_context(|| format!("Failed to open repository at {}", current_dir.display()))?; + + // Get git path and ensure it's absolute + let git_path = { + let mut path = repo.path().to_path_buf(); + if path.is_relative() { + path = current_dir.join(path); + } + path + }; + + // Get hook binary path + let git_ai_hook_bin_path = { + let hook_path = git_ai_bin_path + .parent() + .with_context(|| format!("Failed to get parent directory of {}", git_ai_bin_path.display()))? + .join("git-ai-hook"); + + if !hook_path.exists() { + bail!("Hook binary not found at {}", hook_path.display()); + } + hook_path + }; + + Ok(Self { git_ai_hook_bin_path, git_hooks_path: git_path.join("hooks") - } - .into() + }) } + /// Gets the path to the git-ai hook binary. + /// + /// # Returns + /// * `Result` - The hook binary path or an error pub fn git_ai_hook_bin_path(&self) -> Result { - File::new(self.git_ai_hook_bin_path.clone()).into() + Ok(File::new(self.git_ai_hook_bin_path.clone())) } + /// Gets the path to the git hooks directory. + /// + /// # Returns + /// * `Dir` - The hooks directory path pub fn git_hooks_path(&self) -> Dir { Dir::new(self.git_hooks_path.clone()) } + /// Gets the path to the prepare-commit-msg hook. + /// + /// # Returns + /// * `Result` - The hook path or an error pub fn prepare_commit_msg_path(&self) -> Result { if !self.git_hooks_path.exists() { bail!("Hooks directory not found at {}", self.git_hooks_path.display()); } - File::new(self.git_hooks_path.join("prepare-commit-msg")).into() + Ok(File::new(self.git_hooks_path.join("prepare-commit-msg"))) } } diff --git a/src/install.rs b/src/install.rs index 77754d97..33b0757c 100644 --- a/src/install.rs +++ b/src/install.rs @@ -1,25 +1,32 @@ use anyhow::{bail, Result}; -use ai::filesystem::Filesystem; use colored::Colorize; use console::Emoji; +use ai::filesystem::Filesystem; const EMOJI: Emoji<'_, '_> = Emoji("πŸ”—", ""); pub fn run() -> Result<()> { - let filesystem = Filesystem::new()?; + let fs = Filesystem::new()?; - if !filesystem.git_hooks_path().exists() { - filesystem.git_hooks_path().create_dir_all()?; + if !fs.git_hooks_path().exists() { + fs.git_hooks_path().create_dir_all()?; } - let hook_file = filesystem.prepare_commit_msg_path()?; - let hook_bin = filesystem.git_ai_hook_bin_path()?; + install(&fs) +} + +pub fn install(fs: &Filesystem) -> Result<()> { + let hook_bin = fs.git_ai_hook_bin_path()?; + let hook_file = fs.prepare_commit_msg_path()?; if hook_file.exists() { - bail!("Hook already exists at {}, please run 'git ai hook reinstall'", hook_file); + bail!( + "Hook already exists at {}, please run 'git ai hook reinstall'", + hook_file.to_string().italic() + ); } - hook_file.symlink(hook_bin)?; + hook_file.symlink(&hook_bin)?; println!("{EMOJI} Hook symlinked successfully to {}", hook_file.to_string().italic()); diff --git a/src/reinstall.rs b/src/reinstall.rs index 350df05e..085ff709 100644 --- a/src/reinstall.rs +++ b/src/reinstall.rs @@ -6,21 +6,16 @@ use colored::*; const EMOJI: Emoji<'_, '_> = Emoji("πŸ”—", ""); pub fn run() -> Result<()> { - let filesystem = Filesystem::new()?; - - if !filesystem.git_hooks_path().exists() { - filesystem.git_hooks_path().create_dir_all()?; - } - - let hook_file = filesystem.prepare_commit_msg_path()?; - let hook_bin = filesystem.git_ai_hook_bin_path()?; + let fs = Filesystem::new()?; + let hook_bin = fs.git_ai_hook_bin_path()?; + let hook_file = fs.prepare_commit_msg_path()?; if hook_file.exists() { log::debug!("Removing existing hook file: {}", hook_file); hook_file.delete()?; } - hook_file.symlink(hook_bin)?; + hook_file.symlink(&hook_bin)?; println!( "{EMOJI} Hook symlinked successfully to {}", diff --git a/src/style.rs b/src/style.rs index d6e316b7..f4eaacb6 100644 --- a/src/style.rs +++ b/src/style.rs @@ -6,10 +6,8 @@ pub trait Styled { impl Styled for PathBuf { fn relative_path(&self) -> PathBuf { - let current_dir = env::current_dir().unwrap(); - let relative_path = self - .strip_prefix(¤t_dir) - .unwrap_or(current_dir.as_path()); + let current_dir = env::current_dir().unwrap_or_else(|_| PathBuf::from(".")); + let relative_path = self.strip_prefix(¤t_dir).unwrap_or(self.as_path()); relative_path.to_path_buf() } } From 508d05374417d4b145c0c61f37e63f8935b43476 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 13:14:45 +0100 Subject: [PATCH 135/186] feat: Update Core Dependencies (#29) * feat: Dependencies Update changes * Add new file 'src/profiling.rs' Based only on the changes visible in the diff, this commit: - Adds a new file named 'src/profiling.rs' - Defines a struct `Profile` with fields `start` and `name`, and its associated methods - Provides a macro `profile` for code profiling --------- Co-authored-by: Git AI Test --- CONTRIBUTING.md | 16 +- Cargo.lock | 1291 ++++++++++++++++++++++++++++++++++------------ Cargo.toml | 74 ++- README.md | 1 + src/commit.rs | 17 - src/profiling.rs | 35 ++ 6 files changed, 1058 insertions(+), 376 deletions(-) create mode 100644 src/profiling.rs diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 1461d91d..efceb6e3 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -24,7 +24,9 @@ For each new feature or bug fix, create a new branch based on the `main` branch. ```bash git checkout -b feature/my-new-feature ``` + or + ```bash git checkout -b fix/my-bug-fix ``` @@ -53,15 +55,15 @@ If you're adding a new feature or changing existing functionality, update the RE 1. Push your changes to your fork: - ```bash - git push origin feature/my-new-feature - ``` + ```bash + git push origin feature/my-new-feature + ``` - or + or - ```bash - git push origin fix/my-bug-fix - ``` + ```bash + git push origin fix/my-bug-fix + ``` 2. Go to your fork on GitHub and click the "Pull Request" button to submit your changes. diff --git a/Cargo.lock b/Cargo.lock index 40abd31b..bc3dfa04 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -17,17 +17,6 @@ version = "2.0.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "512761e0bb2578dd7380c6baaa0f4ce03e84f95e960231d1dec8bf4d7d6e2627" -[[package]] -name = "ahash" -version = "0.7.8" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "891477e0c6a8957309ee5c45a6368af3ae14bb510732d2684ffa19af310920f9" -dependencies = [ - "getrandom 0.2.15", - "once_cell", - "version_check", -] - [[package]] name = "aho-corasick" version = "1.1.3" @@ -47,39 +36,80 @@ dependencies = [ ] [[package]] -name = "anyhow" -version = "1.0.95" +name = "anstream" +version = "0.6.18" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "34ac096ce696dc2fcabef30516bb13c0a68a11d30131d3df6f04711467681b04" +checksum = "8acc5369981196006228e28809f761875c0327210a891e941f4c683b3a99529b" +dependencies = [ + "anstyle", + "anstyle-parse", + "anstyle-query", + "anstyle-wincon", + "colorchoice", + "is_terminal_polyfill", + "utf8parse", +] [[package]] -name = "async-convert" -version = "1.0.0" +name = "anstyle" +version = "1.0.10" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "6d416feee97712e43152cd42874de162b8f9b77295b1c85e5d92725cc8310bae" +checksum = "55cc3b69f167a1ef2e161439aa98aed94e6028e5f9a59be9a6ffb47aef1651f9" + +[[package]] +name = "anstyle-parse" +version = "0.2.6" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "3b2d16507662817a6a20a9ea92df6652ee4f94f914589377d69f3b21bc5798a9" dependencies = [ - "async-trait", + "utf8parse", +] + +[[package]] +name = "anstyle-query" +version = "1.1.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "79947af37f4177cfead1110013d678905c37501914fba0efea834c3fe9a8d60c" +dependencies = [ + "windows-sys 0.59.0", ] +[[package]] +name = "anstyle-wincon" +version = "3.0.7" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "ca3534e77181a9cc07539ad51f2141fe32f6c3ffd4df76db8ad92346b003ae4e" +dependencies = [ + "anstyle", + "once_cell", + "windows-sys 0.59.0", +] + +[[package]] +name = "anyhow" +version = "1.0.95" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "34ac096ce696dc2fcabef30516bb13c0a68a11d30131d3df6f04711467681b04" + [[package]] name = "async-openai" -version = "0.18.3" +version = "0.27.2" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "dea5c9223f84965c603fd58c4c9ddcd1907efb2e54acf6fb47039358cd374df4" +checksum = "2d126927c78e1562d7e8473008ac8b082318c04d69e3a83e3495a563f8b84a66" dependencies = [ - "async-convert", "backoff", - "base64 0.21.7", + "base64 0.22.1", "bytes", "derive_builder", + "eventsource-stream", "futures", - "rand", - "reqwest 0.11.27", + "rand 0.8.5", + "reqwest", "reqwest-eventsource", "secrecy", "serde", "serde_json", - "thiserror", + "thiserror 2.0.11", "tokio", "tokio-stream", "tokio-util", @@ -97,13 +127,19 @@ dependencies = [ "syn 2.0.98", ] +[[package]] +name = "atomic-waker" +version = "1.1.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1505bd5d3d116872e7271a6d4e16d81d0c8570876c8de68093a09ac269d8aac0" + [[package]] name = "atty" version = "0.2.14" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "d9b39be18770d11421cdb1b9947a45dd3f37e93092cbf377614828a319d5fee8" dependencies = [ - "hermit-abi", + "hermit-abi 0.1.19", "libc", "winapi", ] @@ -124,7 +160,7 @@ dependencies = [ "getrandom 0.2.15", "instant", "pin-project-lite", - "rand", + "rand 0.8.5", "tokio", ] @@ -140,7 +176,7 @@ dependencies = [ "miniz_oxide", "object", "rustc-demangle", - "windows-targets 0.52.6", + "windows-targets", ] [[package]] @@ -155,6 +191,15 @@ version = "0.22.1" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6" +[[package]] +name = "bincode" +version = "1.3.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "b1f45e9417d87227c7a56d22e471c6206462cba514c7590c09aff4cf6d1ddcad" +dependencies = [ + "serde", +] + [[package]] name = "bit-set" version = "0.5.3" @@ -182,6 +227,31 @@ version = "2.8.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "8f68f53c83ab957f72c32642f3868eec03eb974d1fb82e453128456482613d36" +[[package]] +name = "bon" +version = "3.3.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "fe7acc34ff59877422326db7d6f2d845a582b16396b6b08194942bf34c6528ab" +dependencies = [ + "bon-macros", + "rustversion", +] + +[[package]] +name = "bon-macros" +version = "3.3.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "4159dd617a7fbc9be6a692fe69dc2954f8e6bb6bb5e4d7578467441390d77fd0" +dependencies = [ + "darling", + "ident_case", + "prettyplease", + "proc-macro2", + "quote", + "rustversion", + "syn 2.0.98", +] + [[package]] name = "bstr" version = "1.11.3" @@ -211,6 +281,15 @@ version = "1.10.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "f61dac84819c6588b558454b194026eb1f09c293b9036ae9b159e74e73ab6cf9" +[[package]] +name = "caseless" +version = "0.2.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "8b6fd507454086c8edfd769ca6ada439193cdb209c7681712ef6275cccbfe5d8" +dependencies = [ + "unicode-normalization", +] + [[package]] name = "cc" version = "1.2.13" @@ -244,33 +323,96 @@ dependencies = [ "atty", "bitflags 1.3.2", "strsim 0.8.0", - "textwrap", + "textwrap 0.11.0", "unicode-width", "vec_map", ] +[[package]] +name = "clap" +version = "4.5.28" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "3e77c3243bd94243c03672cb5154667347c457ca271254724f9f393aee1c05ff" +dependencies = [ + "clap_builder", + "clap_derive", +] + +[[package]] +name = "clap_builder" +version = "4.5.27" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1b26884eb4b57140e4d2d93652abfa49498b938b3c9179f9fc487b0acc3edad7" +dependencies = [ + "anstream", + "anstyle", + "clap_lex", + "strsim 0.11.1", + "terminal_size", +] + +[[package]] +name = "clap_derive" +version = "4.5.28" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "bf4ced95c6f4a675af3da73304b9ac4ed991640c36374e4b46795c49e17cf1ed" +dependencies = [ + "heck 0.5.0", + "proc-macro2", + "quote", + "syn 2.0.98", +] + +[[package]] +name = "clap_lex" +version = "0.7.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "f46ad14479a25103f283c0f10005961cf086d8dc42205bb44c46ac563475dca6" + +[[package]] +name = "colorchoice" +version = "1.0.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "5b63caa9aa9397e2d9480a9b13673856c78d8ac123288526c37d7839f2a86990" + [[package]] name = "colored" -version = "2.2.0" +version = "3.0.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "117725a109d387c937a1533ce01b450cbde6b88abceea8473c4d7a85853cda3c" +checksum = "fde0e0ec90c9dfb3b4b1a0891a7dcd0e2bffde2f7efed5fe7c9bb00e5bfb915e" dependencies = [ - "lazy_static", "windows-sys 0.59.0", ] +[[package]] +name = "comrak" +version = "0.35.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "52602e10393cfaaf8accaf707f2da743dc22cbe700a343ff8dbc9e5e04bc6b74" +dependencies = [ + "bon", + "caseless", + "clap 4.5.28", + "entities", + "memchr", + "shell-words", + "slug", + "syntect", + "typed-arena", + "unicode_categories", + "xdg", +] + [[package]] name = "config" -version = "0.13.4" +version = "0.15.7" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "23738e11972c7643e4ec947840fc463b6a571afcd3e735bdfce7d03c7a784aca" +checksum = "e26695492a475c4a091cfda61446d5ba01aac2e1dfbcd27a12fdd11aa2e32596" dependencies = [ - "async-trait", - "lazy_static", - "nom", "pathdiff", "rust-ini", "serde", + "winnow", ] [[package]] @@ -285,6 +427,26 @@ dependencies = [ "windows-sys 0.59.0", ] +[[package]] +name = "const-random" +version = "0.1.18" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "87e00182fe74b066627d63b85fd550ac2998d4b0bd86bfed477a0ae4c7c71359" +dependencies = [ + "const-random-macro", +] + +[[package]] +name = "const-random-macro" +version = "0.1.16" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "f9d839f2a20b0aee515dc581a6172f2321f96cab76c1a38a4c584a194955390e" +dependencies = [ + "getrandom 0.2.15", + "once_cell", + "tiny-keccak", +] + [[package]] name = "core-foundation" version = "0.9.4" @@ -301,6 +463,46 @@ version = "0.8.7" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b" +[[package]] +name = "crc32fast" +version = "1.4.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a97769d94ddab943e4510d138150169a2758b5ef3eb191a9ee688de3e23ef7b3" +dependencies = [ + "cfg-if", +] + +[[package]] +name = "crossbeam-deque" +version = "0.8.6" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "9dd111b7b7f7d55b72c0a6ae361660ee5853c9af73f70c3c2ef6858b950e2e51" +dependencies = [ + "crossbeam-epoch", + "crossbeam-utils", +] + +[[package]] +name = "crossbeam-epoch" +version = "0.9.18" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "5b82ac4a3c2ca9c3460964f020e1402edd5753411d7737aa39c3714ad1b5420e" +dependencies = [ + "crossbeam-utils", +] + +[[package]] +name = "crossbeam-utils" +version = "0.8.21" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28" + +[[package]] +name = "crunchy" +version = "0.2.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "43da5946c66ffcc7745f48db692ffbb10a83bfe0afd96235c5c2a4fb23994929" + [[package]] name = "ctrlc" version = "3.4.5" @@ -313,9 +515,9 @@ dependencies = [ [[package]] name = "darling" -version = "0.14.4" +version = "0.20.10" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "7b750cb3417fd1b327431a470f388520309479ab0bf5e323505daf0290cd3850" +checksum = "6f63b86c8a8826a49b8c21f08a2d07338eec8d900540f8630dc76284be802989" dependencies = [ "darling_core", "darling_macro", @@ -323,58 +525,94 @@ dependencies = [ [[package]] name = "darling_core" -version = "0.14.4" +version = "0.20.10" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "109c1ca6e6b7f82cc233a97004ea8ed7ca123a9af07a8230878fcfda9b158bf0" +checksum = "95133861a8032aaea082871032f5815eb9e98cef03fa916ab4500513994df9e5" dependencies = [ "fnv", "ident_case", "proc-macro2", "quote", - 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"syn 1.0.109", + "syn 2.0.98", ] [[package]] name = "derive_builder_macro" -version = "0.12.0" +version = "0.20.2" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "ebcda35c7a396850a55ffeac740804b40ffec779b98fffbb1738f4033f0ee79e" +checksum = "ab63b0e2bf4d5928aff72e83a7dace85d7bba5fe12dcc3c5a572d78caffd3f3c" dependencies = [ "derive_builder_core", - "syn 1.0.109", + "syn 2.0.98", +] + +[[package]] +name = "deunicode" +version = "1.6.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "339544cc9e2c4dc3fc7149fd630c5f22263a4fdf18a98afd0075784968b5cf00" + +[[package]] +name = "dirs" +version = "6.0.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c3e8aa94d75141228480295a7d0e7feb620b1a5ad9f12bc40be62411e38cce4e" +dependencies = [ + "dirs-sys", +] + +[[package]] +name = "dirs-sys" +version = "0.5.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "e01a3366d27ee9890022452ee61b2b63a67e6f13f58900b651ff5665f0bb1fab" +dependencies = [ + "libc", + "option-ext", + "redox_users", + "windows-sys 0.59.0", ] [[package]] @@ -390,9 +628,12 @@ dependencies = [ [[package]] name = "dlv-list" -version = "0.3.0" +version = "0.5.2" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "0688c2a7f92e427f44895cd63841bff7b29f8d7a1648b9e7e07a4a365b2e1257" +checksum = "442039f5147480ba31067cb00ada1adae6892028e40e45fc5de7b7df6dcc1b5f" +dependencies = [ + "const-random", +] [[package]] name = "dotenv" @@ -400,6 +641,12 @@ version = "0.15.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "77c90badedccf4105eca100756a0b1289e191f6fcbdadd3cee1d2f614f97da8f" +[[package]] +name = "either" +version = "1.13.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "60b1af1c220855b6ceac025d3f6ecdd2b7c4894bfe9cd9bda4fbb4bc7c0d4cf0" + [[package]] name = "encode_unicode" version = "1.0.0" @@ -415,12 +662,28 @@ dependencies = [ "cfg-if", ] +[[package]] +name = "entities" +version = "1.0.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "b5320ae4c3782150d900b79807611a59a99fc9a1d61d686faafc24b93fc8d7ca" + +[[package]] +name = "env_filter" +version = "0.1.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "186e05a59d4c50738528153b83b0b0194d3a29507dfec16eccd4b342903397d0" +dependencies = [ + "log", +] + [[package]] name = "env_logger" -version = "0.10.2" +version = "0.11.6" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "4cd405aab171cb85d6735e5c8d9db038c17d3ca007a4d2c25f337935c3d90580" +checksum = "dcaee3d8e3cfc3fd92428d477bc97fc29ec8716d180c0d74c643bb26166660e0" dependencies = [ + "env_filter", "log", ] @@ -453,20 +716,41 @@ dependencies = [ [[package]] name = "fancy-regex" -version = "0.12.0" +version = "0.11.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "7493d4c459da9f84325ad297371a6b2b8a162800873a22e3b6b6512e61d18c05" +checksum = "b95f7c0680e4142284cf8b22c14a476e87d61b004a3a0861872b32ef7ead40a2" dependencies = [ "bit-set", "regex", ] +[[package]] +name = "fancy-regex" +version = "0.13.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "531e46835a22af56d1e3b66f04844bed63158bc094a628bec1d321d9b4c44bf2" +dependencies = [ + "bit-set", + "regex-automata", + "regex-syntax", +] + [[package]] name = "fastrand" version = "2.3.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "37909eebbb50d72f9059c3b6d82c0463f2ff062c9e95845c43a6c9c0355411be" +[[package]] +name = "flate2" +version = "1.0.35" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c936bfdafb507ebbf50b8074c54fa31c5be9a1e7e5f467dd659697041407d07c" +dependencies = [ + "crc32fast", + "miniz_oxide", +] + [[package]] name = "fnv" version = "1.0.7" @@ -592,6 +876,15 @@ dependencies = [ "slab", ] +[[package]] +name = "getopts" +version = "0.2.21" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "14dbbfd5c71d70241ecf9e6f13737f7b5ce823821063188d7e46c41d371eebd5" +dependencies = [ + "unicode-width", +] + [[package]] name = "getrandom" version = "0.2.15" @@ -612,7 +905,7 @@ dependencies = [ "cfg-if", "libc", "wasi 0.13.3+wasi-0.2.2", - "windows-targets 0.52.6", + "windows-targets", ] [[package]] @@ -629,36 +922,45 @@ dependencies = [ "async-openai", "async-trait", "colored", + "comrak", "config", "console", "ctrlc", + "dirs", "dotenv", "env_logger", + "futures", "git2", "home", "indicatif", "lazy_static", "log", + "num_cpus", "ollama-rs", "openssl-sys", - "rand", - "reqwest 0.11.27", + "parking_lot", + "pulldown-cmark", + "rand 0.9.0", + "rayon", + "reqwest", "serde", "serde_derive", "serde_ini", "serde_json", "structopt", + "syntect", "tempfile", - "thiserror", + "textwrap 0.16.1", + "thiserror 2.0.11", "tiktoken-rs", "tokio", ] [[package]] name = "git2" -version = "0.18.3" +version = "0.20.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "232e6a7bfe35766bf715e55a88b39a700596c0ccfd88cd3680b4cdb40d66ef70" +checksum = "3fda788993cc341f69012feba8bf45c0ba4f3291fcc08e214b4d5a7332d88aff" dependencies = [ "bitflags 2.8.0", "libc", @@ -669,16 +971,16 @@ dependencies = [ [[package]] name = "h2" -version = "0.3.26" +version = "0.4.7" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "81fe527a889e1532da5c525686d96d4c2e74cdd345badf8dfef9f6b39dd5f5e8" +checksum = "ccae279728d634d083c00f6099cb58f01cc99c145b84b8be2f6c74618d79922e" dependencies = [ + "atomic-waker", "bytes", "fnv", "futures-core", "futures-sink", - "futures-util", - "http 0.2.12", + "http", "indexmap", "slab", "tokio", @@ -688,12 +990,9 @@ dependencies = [ [[package]] name = "hashbrown" -version = "0.12.3" +version = "0.14.5" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "8a9ee70c43aaf417c914396645a0fa852624801b24ebb7ae78fe8272889ac888" -dependencies = [ - "ahash", -] +checksum = "e5274423e17b7c9fc20b6e7e208532f9b19825d82dfd615708b70edd83df41f1" [[package]] name = "hashbrown" @@ -710,6 +1009,12 @@ dependencies = [ "unicode-segmentation", ] +[[package]] +name = "heck" +version = "0.5.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea" + [[package]] name = "hermit-abi" version = "0.1.19" @@ -719,6 +1024,12 @@ dependencies = [ "libc", ] +[[package]] +name = "hermit-abi" +version = "0.3.9" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "d231dfb89cfffdbc30e7fc41579ed6066ad03abda9e567ccafae602b97ec5024" + [[package]] name = "home" version = "0.5.11" @@ -728,17 +1039,6 @@ dependencies = [ "windows-sys 0.59.0", ] -[[package]] -name = "http" -version = "0.2.12" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "601cbb57e577e2f5ef5be8e7b83f0f63994f25aa94d673e54a92d5c516d101f1" -dependencies = [ - "bytes", - "fnv", - "itoa", -] - [[package]] name = "http" version = "1.2.0" @@ -750,17 +1050,6 @@ dependencies = [ "itoa", ] -[[package]] -name = "http-body" -version = "0.4.6" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "7ceab25649e9960c0311ea418d17bee82c0dcec1bd053b5f9a66e265a693bed2" -dependencies = [ - "bytes", - "http 0.2.12", - "pin-project-lite", -] - [[package]] name = "http-body" version = "1.0.1" @@ -768,7 +1057,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "1efedce1fb8e6913f23e0c92de8e62cd5b772a67e7b3946df930a62566c93184" dependencies = [ "bytes", - "http 1.2.0", + "http", ] [[package]] @@ -779,8 +1068,8 @@ checksum = "793429d76616a256bcb62c2a2ec2bed781c8307e797e2598c50010f2bee2544f" dependencies = [ "bytes", "futures-util", - "http 1.2.0", - "http-body 1.0.1", + "http", + "http-body", "pin-project-lite", ] @@ -790,36 +1079,6 @@ version = "1.10.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "f2d708df4e7140240a16cd6ab0ab65c972d7433ab77819ea693fde9c43811e2a" -[[package]] -name = "httpdate" -version = "1.0.3" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "df3b46402a9d5adb4c86a0cf463f42e19994e3ee891101b1841f30a545cb49a9" - -[[package]] -name = "hyper" -version = "0.14.32" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "41dfc780fdec9373c01bae43289ea34c972e40ee3c9f6b3c8801a35f35586ce7" -dependencies = [ - "bytes", - "futures-channel", - "futures-core", - "futures-util", - "h2", - "http 0.2.12", - "http-body 0.4.6", - "httparse", - "httpdate", - "itoa", - "pin-project-lite", - "socket2", - "tokio", - "tower-service", - "tracing", - "want", -] - [[package]] name = "hyper" version = "1.6.0" @@ -829,8 +1088,9 @@ dependencies = [ "bytes", "futures-channel", "futures-util", - "http 1.2.0", - "http-body 1.0.1", + "h2", + "http", + "http-body", "httparse", "itoa", "pin-project-lite", @@ -840,16 +1100,20 @@ dependencies = [ ] [[package]] -name = "hyper-tls" -version = "0.5.0" +name = "hyper-rustls" +version = "0.27.5" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "d6183ddfa99b85da61a140bea0efc93fdf56ceaa041b37d553518030827f9905" +checksum = "2d191583f3da1305256f22463b9bb0471acad48a4e534a5218b9963e9c1f59b2" dependencies = [ - "bytes", - "hyper 0.14.32", - "native-tls", + "futures-util", + "http", + "hyper", + "hyper-util", + "rustls", + "rustls-pki-types", "tokio", - "tokio-native-tls", + "tokio-rustls", + "tower-service", ] [[package]] @@ -860,7 +1124,7 @@ checksum = "70206fc6890eaca9fde8a0bf71caa2ddfc9fe045ac9e5c70df101a7dbde866e0" dependencies = [ "bytes", "http-body-util", - "hyper 1.6.0", + "hyper", "hyper-util", "native-tls", "tokio", @@ -877,9 +1141,9 @@ dependencies = [ "bytes", "futures-channel", "futures-util", - "http 1.2.0", - "http-body 1.0.1", - "hyper 1.6.0", + "http", + "http-body", + "hyper", "pin-project-lite", "socket2", "tokio", @@ -1069,6 +1333,12 @@ version = "2.11.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "469fb0b9cefa57e3ef31275ee7cacb78f2fdca44e4765491884a2b119d4eb130" +[[package]] +name = "is_terminal_polyfill" +version = "1.70.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "7943c866cc5cd64cbc25b2e01621d07fa8eb2a1a23160ee81ce38704e97b8ecf" + [[package]] name = "itoa" version = "1.0.14" @@ -1108,9 +1378,9 @@ checksum = "b5aba8db14291edd000dfcc4d620c7ebfb122c613afb886ca8803fa4e128a20a" [[package]] name = "libgit2-sys" -version = "0.16.2+1.7.2" +version = "0.18.0+1.9.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "ee4126d8b4ee5c9d9ea891dd875cfdc1e9d0950437179104b183d7d8a74d24e8" +checksum = "e1a117465e7e1597e8febea8bb0c410f1c7fb93b1e1cddf34363f8390367ffec" dependencies = [ "cc", "libc", @@ -1118,6 +1388,16 @@ dependencies = [ "pkg-config", ] +[[package]] +name = "libredox" +version = "0.1.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c0ff37bd590ca25063e35af745c343cb7a0271906fb7b37e4813e8f79f00268d" +dependencies = [ + "bitflags 2.8.0", + "libc", +] + [[package]] name = "libz-sys" version = "1.1.21" @@ -1130,6 +1410,12 @@ dependencies = [ "vcpkg", ] +[[package]] +name = "linked-hash-map" +version = "0.5.6" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "0717cef1bc8b636c6e1c1bbdefc09e6322da8a9321966e8928ef80d20f7f770f" + [[package]] name = "linux-raw-sys" version = "0.4.15" @@ -1245,6 +1531,22 @@ dependencies = [ "minimal-lexical", ] +[[package]] +name = "num-conv" +version = "0.1.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "51d515d32fb182ee37cda2ccdcb92950d6a3c2893aa280e540671c2cd0f3b1d9" + +[[package]] +name = "num_cpus" +version = "1.16.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "4161fcb6d602d4d2081af7c3a45852d875a03dd337a6bfdd6e06407b61342a43" +dependencies = [ + "hermit-abi 0.3.9", + "libc", +] + [[package]] name = "number_prefix" version = "0.4.0" @@ -1266,7 +1568,7 @@ version = "0.1.9" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "53581ab78176ff3ae830a43236f485fc90d7f472d0081dddc45d8605e1301954" dependencies = [ - "reqwest 0.12.12", + "reqwest", "serde", "serde_json", "tokio", @@ -1279,6 +1581,28 @@ version = "1.20.3" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "945462a4b81e43c4e3ba96bd7b49d834c6f61198356aa858733bc4acf3cbe62e" +[[package]] +name = "onig" +version = "6.4.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "8c4b31c8722ad9171c6d77d3557db078cab2bd50afcc9d09c8b315c59df8ca4f" +dependencies = [ + "bitflags 1.3.2", + "libc", + "once_cell", + "onig_sys", +] + +[[package]] +name = "onig_sys" +version = "69.8.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "7b829e3d7e9cc74c7e315ee8edb185bf4190da5acde74afd7fc59c35b1f086e7" +dependencies = [ + "cc", + "pkg-config", +] + [[package]] name = "openssl" version = "0.10.70" @@ -1333,14 +1657,20 @@ dependencies = [ "vcpkg", ] +[[package]] +name = "option-ext" +version = "0.2.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "04744f49eae99ab78e0d5c0b603ab218f515ea8cfe5a456d7629ad883a3b6e7d" + [[package]] name = "ordered-multimap" -version = "0.4.3" +version = "0.7.3" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "ccd746e37177e1711c20dd619a1620f34f5c8b569c53590a72dedd5344d8924a" +checksum = "49203cdcae0030493bad186b28da2fa25645fa276a51b6fec8010d281e02ef79" dependencies = [ "dlv-list", - "hashbrown 0.12.3", + "hashbrown 0.14.5", ] [[package]] @@ -1363,7 +1693,7 @@ dependencies = [ "libc", "redox_syscall", "smallvec", - "windows-targets 0.52.6", + "windows-targets", ] [[package]] @@ -1396,19 +1726,48 @@ version = "0.3.31" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "953ec861398dccce10c670dfeaf3ec4911ca479e9c02154b3a215178c5f566f2" +[[package]] +name = "plist" +version = "1.7.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "42cf17e9a1800f5f396bc67d193dc9411b59012a5876445ef450d449881e1016" +dependencies = [ + "base64 0.22.1", + "indexmap", + "quick-xml", + "serde", + "time", +] + [[package]] name = "portable-atomic" version = "1.10.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "280dc24453071f1b63954171985a0b0d30058d287960968b9b2aca264c8d4ee6" +[[package]] +name = "powerfmt" +version = "0.2.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "439ee305def115ba05938db6eb1644ff94165c5ab5e9420d1c1bcedbba909391" + [[package]] name = "ppv-lite86" version = "0.2.20" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "77957b295656769bb8ad2b6a6b09d897d94f05c41b069aede1fcdaa675eaea04" dependencies = [ - "zerocopy", + "zerocopy 0.7.35", +] + +[[package]] +name = "prettyplease" +version = "0.2.29" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "6924ced06e1f7dfe3fa48d57b9f74f55d8915f5036121bef647ef4b204895fac" +dependencies = [ + "proc-macro2", + "syn 2.0.98", ] [[package]] @@ -1444,6 +1803,34 @@ dependencies = [ "unicode-ident", ] +[[package]] +name = "pulldown-cmark" +version = "0.12.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "f86ba2052aebccc42cbbb3ed234b8b13ce76f75c3551a303cb2bcffcff12bb14" +dependencies = [ + "bitflags 2.8.0", + "getopts", + "memchr", + "pulldown-cmark-escape", + "unicase", +] + +[[package]] +name = "pulldown-cmark-escape" +version = "0.11.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "007d8adb5ddab6f8e3f491ac63566a7d5002cc7ed73901f72057943fa71ae1ae" + +[[package]] +name = "quick-xml" +version = "0.32.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1d3a6e5838b60e0e8fa7a43f22ade549a37d61f8bdbe636d0d7816191de969c2" +dependencies = [ + "memchr", +] + [[package]] name = "quote" version = "1.0.38" @@ -1460,8 +1847,19 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404" dependencies = [ "libc", - "rand_chacha", - "rand_core", + "rand_chacha 0.3.1", + "rand_core 0.6.4", +] + +[[package]] +name = "rand" +version = "0.9.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "3779b94aeb87e8bd4e834cee3650289ee9e0d5677f976ecdb6d219e5f4f6cd94" +dependencies = [ + "rand_chacha 0.9.0", + "rand_core 0.9.0", + "zerocopy 0.8.17", ] [[package]] @@ -1471,7 +1869,17 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "e6c10a63a0fa32252be49d21e7709d4d4baf8d231c2dbce1eaa8141b9b127d88" dependencies = [ "ppv-lite86", - "rand_core", + "rand_core 0.6.4", +] + +[[package]] +name = "rand_chacha" +version = "0.9.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "d3022b5f1df60f26e1ffddd6c66e8aa15de382ae63b3a0c1bfc0e4d3e3f325cb" +dependencies = [ + "ppv-lite86", + "rand_core 0.9.0", ] [[package]] @@ -1483,6 +1891,36 @@ dependencies = [ "getrandom 0.2.15", ] +[[package]] +name = "rand_core" +version = "0.9.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "b08f3c9802962f7e1b25113931d94f43ed9725bebc59db9d0c3e9a23b67e15ff" +dependencies = [ + "getrandom 0.3.1", + "zerocopy 0.8.17", +] + +[[package]] +name = "rayon" +version = "1.10.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "b418a60154510ca1a002a752ca9714984e21e4241e804d32555251faf8b78ffa" +dependencies = [ + "either", + "rayon-core", +] + +[[package]] +name = "rayon-core" +version = "1.12.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1465873a3dfdaa8ae7cb14b4383657caab0b3e8a0aa9ae8e04b044854c8dfce2" +dependencies = [ + "crossbeam-deque", + "crossbeam-utils", +] + [[package]] name = "redox_syscall" version = "0.5.8" @@ -1492,6 +1930,17 @@ dependencies = [ "bitflags 2.8.0", ] +[[package]] +name = "redox_users" +version = "0.5.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "dd6f9d3d47bdd2ad6945c5015a226ec6155d0bcdfd8f7cd29f86b71f8de99d2b" +dependencies = [ + "getrandom 0.2.15", + "libredox", + "thiserror 2.0.11", +] + [[package]] name = "regex" version = "1.11.1" @@ -1516,55 +1965,12 @@ dependencies = [ ] [[package]] -name = "regex-syntax" -version = "0.8.5" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "2b15c43186be67a4fd63bee50d0303afffcef381492ebe2c5d87f324e1b8815c" - -[[package]] -name = "reqwest" -version = "0.11.27" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "dd67538700a17451e7cba03ac727fb961abb7607553461627b97de0b89cf4a62" -dependencies = [ - "base64 0.21.7", - "bytes", - "encoding_rs", - "futures-core", - "futures-util", - "h2", - "http 0.2.12", - "http-body 0.4.6", - "hyper 0.14.32", - "hyper-tls 0.5.0", - "ipnet", - "js-sys", - "log", - "mime", - "mime_guess", - "native-tls", - "once_cell", - "percent-encoding", - "pin-project-lite", - "rustls-pemfile 1.0.4", - "serde", - "serde_json", - "serde_urlencoded", - "sync_wrapper 0.1.2", - "system-configuration", - "tokio", - "tokio-native-tls", - "tokio-util", - "tower-service", - "url", - "wasm-bindgen", - "wasm-bindgen-futures", - "wasm-streams", - "web-sys", - "winreg", -] - -[[package]] +name = "regex-syntax" +version = "0.8.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "2b15c43186be67a4fd63bee50d0303afffcef381492ebe2c5d87f324e1b8815c" + +[[package]] name = "reqwest" version = "0.12.12" source = "registry+https://github.com/rust-lang/crates.io-index" @@ -1572,27 +1978,32 @@ checksum = "43e734407157c3c2034e0258f5e4473ddb361b1e85f95a66690d67264d7cd1da" dependencies = [ "base64 0.22.1", "bytes", + "encoding_rs", "futures-core", "futures-util", - "http 1.2.0", - "http-body 1.0.1", + "h2", + "http", + "http-body", "http-body-util", - "hyper 1.6.0", - "hyper-tls 0.6.0", + "hyper", + "hyper-rustls", + "hyper-tls", "hyper-util", "ipnet", "js-sys", "log", "mime", + "mime_guess", "native-tls", "once_cell", "percent-encoding", "pin-project-lite", - "rustls-pemfile 2.2.0", + "rustls-pemfile", "serde", "serde_json", "serde_urlencoded", - "sync_wrapper 1.0.2", + "sync_wrapper", + "system-configuration", "tokio", "tokio-native-tls", "tokio-util", @@ -1608,9 +2019,9 @@ dependencies = [ [[package]] name = "reqwest-eventsource" -version = "0.4.0" +version = "0.6.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "8f03f570355882dd8d15acc3a313841e6e90eddbc76a93c748fd82cc13ba9f51" +checksum = "632c55746dbb44275691640e7b40c907c16a2dc1a5842aa98aaec90da6ec6bde" dependencies = [ "eventsource-stream", "futures-core", @@ -1618,8 +2029,8 @@ dependencies = [ "mime", "nom", "pin-project-lite", - "reqwest 0.11.27", - "thiserror", + "reqwest", + "thiserror 1.0.69", ] [[package]] @@ -1628,14 +2039,30 @@ version = "1.0.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "194d8e591e405d1eecf28819740abed6d719d1a2db87fc0bcdedee9a26d55560" +[[package]] +name = "ring" +version = "0.17.8" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c17fa4cb658e3583423e915b9f3acc01cceaee1860e33d59ebae66adc3a2dc0d" +dependencies = [ + "cc", + "cfg-if", + "getrandom 0.2.15", + "libc", + "spin", + "untrusted", + "windows-sys 0.52.0", +] + [[package]] name = "rust-ini" -version = "0.18.0" +version = "0.21.1" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "f6d5f2436026b4f6e79dc829837d467cc7e9a55ee40e750d716713540715a2df" +checksum = "4e310ef0e1b6eeb79169a1171daf9abcb87a2e17c03bee2c4bb100b55c75409f" dependencies = [ "cfg-if", "ordered-multimap", + "trim-in-place", ] [[package]] @@ -1664,12 +2091,16 @@ dependencies = [ ] [[package]] -name = "rustls-pemfile" -version = "1.0.4" +name = "rustls" +version = "0.23.22" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "1c74cae0a4cf6ccbbf5f359f08efdf8ee7e1dc532573bf0db71968cb56b1448c" +checksum = "9fb9263ab4eb695e42321db096e3b8fbd715a59b154d5c88d82db2175b681ba7" dependencies = [ - "base64 0.21.7", + "once_cell", + "rustls-pki-types", + "rustls-webpki", + "subtle", + "zeroize", ] [[package]] @@ -1687,6 +2118,17 @@ version = "1.11.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "917ce264624a4b4db1c364dcc35bfca9ded014d0a958cd47ad3e960e988ea51c" +[[package]] +name = "rustls-webpki" +version = "0.102.8" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "64ca1bc8749bd4cf37b5ce386cc146580777b4e8572c7b97baf22c83f444bee9" +dependencies = [ + "ring", + "rustls-pki-types", + "untrusted", +] + [[package]] name = "rustversion" version = "1.0.19" @@ -1699,6 +2141,15 @@ version = "1.0.19" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "6ea1a2d0a644769cc99faa24c3ad26b379b786fe7c36fd3c546254801650e6dd" +[[package]] +name = "same-file" +version = "1.0.6" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "93fc1dc3aaa9bfed95e02e6eadabb4baf7e3078b0bd1b4d7b6b0b68378900502" +dependencies = [ + "winapi-util", +] + [[package]] name = "schannel" version = "0.1.27" @@ -1716,9 +2167,9 @@ checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49" [[package]] name = "secrecy" -version = "0.8.0" +version = "0.10.3" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "9bd1c54ea06cfd2f6b63219704de0b9b4f72dcc2b8fdef820be6cd799780e91e" +checksum = "e891af845473308773346dc847b2c23ee78fe442e0472ac50e22a18a93d3ae5a" dependencies = [ "serde", "zeroize", @@ -1802,6 +2253,12 @@ dependencies = [ "serde", ] +[[package]] +name = "shell-words" +version = "1.1.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "24188a676b6ae68c3b2cb3a01be17fbf7240ce009799bb56d5b1409051e78fde" + [[package]] name = "shlex" version = "1.3.0" @@ -1826,12 +2283,28 @@ dependencies = [ "autocfg", ] +[[package]] +name = "slug" +version = "0.1.6" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "882a80f72ee45de3cc9a5afeb2da0331d58df69e4e7d8eeb5d3c7784ae67e724" +dependencies = [ + "deunicode", + "wasm-bindgen", +] + [[package]] name = "smallvec" version = "1.13.2" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "3c5e1a9a646d36c3599cd173a41282daf47c44583ad367b8e6837255952e5c67" +[[package]] +name = "smawk" +version = "0.3.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "b7c388c1b5e93756d0c740965c41e8822f866621d41acbdf6336a6a168f8840c" + [[package]] name = "socket2" version = "0.5.8" @@ -1842,6 +2315,12 @@ dependencies = [ "windows-sys 0.52.0", ] +[[package]] +name = "spin" +version = "0.9.8" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "6980e8d7511241f8acf4aebddbb1ff938df5eebe98691418c4468d0b72a96a67" + [[package]] name = "stable_deref_trait" version = "1.2.0" @@ -1856,9 +2335,9 @@ checksum = "8ea5119cdb4c55b55d432abb513a0429384878c15dde60cc77b1c99de1a95a6a" [[package]] name = "strsim" -version = "0.10.0" +version = "0.11.1" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "73473c0e59e6d5812c5dfe2a064a6444949f089e20eec9a2e5506596494e4623" +checksum = "7da8b5736845d9f2fcb837ea5d9e2628564b3b043a70948a3f0b778838c5fb4f" [[package]] name = "structopt" @@ -1866,7 +2345,7 @@ version = "0.3.26" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "0c6b5c64445ba8094a6ab0c3cd2ad323e07171012d9c98b0b15651daf1787a10" dependencies = [ - "clap", + "clap 2.34.0", "lazy_static", "structopt-derive", ] @@ -1877,13 +2356,19 @@ version = "0.4.18" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "dcb5ae327f9cc13b68763b5749770cb9e048a99bd9dfdfa58d0cf05d5f64afe0" dependencies = [ - "heck", + "heck 0.3.3", "proc-macro-error", "proc-macro2", "quote", "syn 1.0.109", ] +[[package]] +name = "subtle" +version = "2.6.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "13c2bddecc57b384dee18652358fb23172facb8a2c51ccc10d74c157bdea3292" + [[package]] name = "syn" version = "1.0.109" @@ -1906,12 +2391,6 @@ dependencies = [ "unicode-ident", ] -[[package]] -name = "sync_wrapper" -version = "0.1.2" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "2047c6ded9c721764247e62cd3b03c09ffc529b2ba5b10ec482ae507a4a70160" - [[package]] name = "sync_wrapper" version = "1.0.2" @@ -1933,21 +2412,44 @@ dependencies = [ ] [[package]] -name = "system-configuration" -version = "0.5.1" +name = "syntect" +version = "5.2.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "ba3a3adc5c275d719af8cb4272ea1c4a6d668a777f37e115f6d11ddbc1c8e0e7" +checksum = "874dcfa363995604333cf947ae9f751ca3af4522c60886774c4963943b4746b1" dependencies = [ + "bincode", "bitflags 1.3.2", + "fancy-regex 0.11.0", + "flate2", + "fnv", + "once_cell", + "onig", + "plist", + "regex-syntax", + "serde", + "serde_derive", + "serde_json", + "thiserror 1.0.69", + "walkdir", + "yaml-rust", +] + +[[package]] +name = "system-configuration" +version = "0.6.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "3c879d448e9d986b661742763247d3693ed13609438cf3d006f51f5368a5ba6b" +dependencies = [ + "bitflags 2.8.0", "core-foundation", "system-configuration-sys", ] [[package]] name = "system-configuration-sys" -version = "0.5.0" +version = "0.6.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "a75fb188eb626b924683e3b95e3a48e63551fcfb51949de2f06a9d91dbee93c9" +checksum = "8e1d1b10ced5ca923a1fcb8d03e96b8d3268065d724548c0211415ff6ac6bac4" dependencies = [ "core-foundation-sys", "libc", @@ -1967,6 +2469,16 @@ dependencies = [ "windows-sys 0.59.0", ] +[[package]] +name = "terminal_size" +version = "0.4.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "5352447f921fda68cf61b4101566c0bdb5104eff6804d0678e5227580ab6a4e9" +dependencies = [ + "rustix", + "windows-sys 0.59.0", +] + [[package]] name = "textwrap" version = "0.11.0" @@ -1976,13 +2488,33 @@ dependencies = [ "unicode-width", ] +[[package]] +name = "textwrap" +version = "0.16.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "23d434d3f8967a09480fb04132ebe0a3e088c173e6d0ee7897abbdf4eab0f8b9" +dependencies = [ + "smawk", + "unicode-linebreak", + "unicode-width", +] + [[package]] name = "thiserror" version = "1.0.69" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "b6aaf5339b578ea85b50e080feb250a3e8ae8cfcdff9a461c9ec2904bc923f52" dependencies = [ - "thiserror-impl", + "thiserror-impl 1.0.69", +] + +[[package]] +name = "thiserror" +version = "2.0.11" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "d452f284b73e6d76dd36758a0c8684b1d5be31f92b89d07fd5822175732206fc" +dependencies = [ + "thiserror-impl 2.0.11", ] [[package]] @@ -1996,21 +2528,73 @@ dependencies = [ "syn 2.0.98", ] +[[package]] +name = "thiserror-impl" +version = "2.0.11" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "26afc1baea8a989337eeb52b6e72a039780ce45c3edfcc9c5b9d112feeb173c2" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.98", +] + [[package]] name = "tiktoken-rs" -version = "0.5.9" +version = "0.6.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "c314e7ce51440f9e8f5a497394682a57b7c323d0f4d0a6b1b13c429056e0e234" +checksum = "44075987ee2486402f0808505dd65692163d243a337fc54363d49afac41087f6" dependencies = [ "anyhow", "base64 0.21.7", "bstr", - "fancy-regex", + "fancy-regex 0.13.0", "lazy_static", "parking_lot", + "regex", "rustc-hash", ] +[[package]] +name = "time" +version = "0.3.37" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "35e7868883861bd0e56d9ac6efcaaca0d6d5d82a2a7ec8209ff492c07cf37b21" +dependencies = [ + "deranged", + "itoa", + "num-conv", + "powerfmt", + "serde", + "time-core", + "time-macros", +] + +[[package]] +name = "time-core" +version = "0.1.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "ef927ca75afb808a4d64dd374f00a2adf8d0fcff8e7b184af886c3c87ec4a3f3" + +[[package]] +name = "time-macros" +version = "0.2.19" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "2834e6017e3e5e4b9834939793b282bc03b37a3336245fa820e35e233e2a85de" +dependencies = [ + "num-conv", + "time-core", +] + +[[package]] +name = "tiny-keccak" +version = "2.0.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "2c9d3793400a45f954c52e73d068316d76b6f4e36977e3fcebb13a2721e80237" +dependencies = [ + "crunchy", +] + [[package]] name = "tinystr" version = "0.7.6" @@ -2021,6 +2605,21 @@ dependencies = [ "zerovec", ] +[[package]] +name = "tinyvec" +version = "1.8.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "022db8904dfa342efe721985167e9fcd16c29b226db4397ed752a761cfce81e8" +dependencies = [ + "tinyvec_macros", +] + +[[package]] +name = "tinyvec_macros" +version = "0.1.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20" + [[package]] name = "tokio" version = "1.43.0" @@ -2060,6 +2659,16 @@ dependencies = [ "tokio", ] +[[package]] +name = "tokio-rustls" +version = "0.26.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "5f6d0975eaace0cf0fcadee4e4aaa5da15b5c079146f2cffb67c113be122bf37" +dependencies = [ + "rustls", + "tokio", +] + [[package]] name = "tokio-stream" version = "0.1.17" @@ -2093,7 +2702,7 @@ dependencies = [ "futures-core", "futures-util", "pin-project-lite", - "sync_wrapper 1.0.2", + "sync_wrapper", "tokio", "tower-layer", "tower-service", @@ -2142,12 +2751,24 @@ dependencies = [ "once_cell", ] +[[package]] +name = "trim-in-place" +version = "0.1.7" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "343e926fc669bc8cde4fa3129ab681c63671bae288b1f1081ceee6d9d37904fc" + [[package]] name = "try-lock" version = "0.2.5" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "e421abadd41a4225275504ea4d6566923418b7f05506fbc9c0fe86ba7396114b" +[[package]] +name = "typed-arena" +version = "2.0.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "6af6ae20167a9ece4bcb41af5b80f8a1f1df981f6391189ce00fd257af04126a" + [[package]] name = "unicase" version = "2.8.1" @@ -2160,6 +2781,21 @@ version = "1.0.16" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "a210d160f08b701c8721ba1c726c11662f877ea6b7094007e1ca9a1041945034" +[[package]] +name = "unicode-linebreak" +version = "0.1.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "3b09c83c3c29d37506a3e260c08c03743a6bb66a9cd432c6934ab501a190571f" + +[[package]] +name = "unicode-normalization" +version = "0.1.24" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "5033c97c4262335cded6d6fc3e5c18ab755e1a3dc96376350f3d8e9f009ad956" +dependencies = [ + "tinyvec", +] + [[package]] name = "unicode-segmentation" version = "1.12.0" @@ -2172,6 +2808,18 @@ version = "0.1.14" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "7dd6e30e90baa6f72411720665d41d89b9a3d039dc45b8faea1ddd07f617f6af" +[[package]] +name = "unicode_categories" +version = "0.1.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "39ec24b3121d976906ece63c9daad25b85969647682eee313cb5779fdd69e14e" + +[[package]] +name = "untrusted" +version = "0.9.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "8ecb6da28b8a351d773b68d5825ac39017e680750f980f3a1a85cd8dd28a47c1" + [[package]] name = "url" version = "2.5.4" @@ -2195,6 +2843,12 @@ version = "1.0.4" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "b6c140620e7ffbb22c2dee59cafe6084a59b5ffc27a8859a5f0d494b5d52b6be" +[[package]] +name = "utf8parse" +version = "0.2.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821" + [[package]] name = "vcpkg" version = "0.2.15" @@ -2219,6 +2873,16 @@ version = "1.0.2" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "6a02e4885ed3bc0f2de90ea6dd45ebcbb66dacffe03547fadbb0eeae2770887d" +[[package]] +name = "walkdir" +version = "2.5.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "29790946404f91d9c5d06f9874efddea1dc06c5efe94541a7d6863108e3a5e4b" +dependencies = [ + "same-file", + "winapi-util", +] + [[package]] name = "want" version = "0.3.1" @@ -2363,6 +3027,15 @@ version = "0.4.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "ac3b87c63620426dd9b991e5ce0329eff545bccbbb34f3be09ff6fb6ab51b7b6" +[[package]] +name = "winapi-util" +version = "0.1.9" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "cf221c93e13a30d793f7645a0e7762c55d169dbb0a49671918a2319d289b10bb" +dependencies = [ + "windows-sys 0.59.0", +] + [[package]] name = "winapi-x86_64-pc-windows-gnu" version = "0.4.0" @@ -2377,7 +3050,7 @@ checksum = "e400001bb720a623c1c69032f8e3e4cf09984deec740f007dd2b03ec864804b0" dependencies = [ "windows-result", "windows-strings", - "windows-targets 0.52.6", + "windows-targets", ] [[package]] @@ -2386,7 +3059,7 @@ version = "0.2.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "1d1043d8214f791817bab27572aaa8af63732e11bf84aa21a45a78d6c317ae0e" dependencies = [ - "windows-targets 0.52.6", + "windows-targets", ] [[package]] @@ -2396,16 +3069,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "4cd9b125c486025df0eabcb585e62173c6c9eddcec5d117d3b6e8c30e2ee4d10" dependencies = [ "windows-result", - "windows-targets 0.52.6", -] - -[[package]] -name = "windows-sys" -version = "0.48.0" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "677d2418bec65e3338edb076e806bc1ec15693c5d0104683f2efe857f61056a9" -dependencies = [ - "windows-targets 0.48.5", + "windows-targets", ] [[package]] @@ -2414,7 +3078,7 @@ version = "0.52.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "282be5f36a8ce781fad8c8ae18fa3f9beff57ec1b52cb3de0789201425d9a33d" dependencies = [ - "windows-targets 0.52.6", + "windows-targets", ] [[package]] @@ -2423,22 +3087,7 @@ version = "0.59.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "1e38bc4d79ed67fd075bcc251a1c39b32a1776bbe92e5bef1f0bf1f8c531853b" dependencies = [ - "windows-targets 0.52.6", -] - -[[package]] -name = "windows-targets" -version = "0.48.5" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "9a2fa6e2155d7247be68c096456083145c183cbbbc2764150dda45a87197940c" -dependencies = [ - "windows_aarch64_gnullvm 0.48.5", - "windows_aarch64_msvc 0.48.5", - "windows_i686_gnu 0.48.5", - "windows_i686_msvc 0.48.5", - "windows_x86_64_gnu 0.48.5", - "windows_x86_64_gnullvm 0.48.5", - "windows_x86_64_msvc 0.48.5", + "windows-targets", ] [[package]] @@ -2447,46 +3096,28 @@ version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "9b724f72796e036ab90c1021d4780d4d3d648aca59e491e6b98e725b84e99973" dependencies = [ - "windows_aarch64_gnullvm 0.52.6", - "windows_aarch64_msvc 0.52.6", - "windows_i686_gnu 0.52.6", + "windows_aarch64_gnullvm", + "windows_aarch64_msvc", + "windows_i686_gnu", "windows_i686_gnullvm", - "windows_i686_msvc 0.52.6", - "windows_x86_64_gnu 0.52.6", - "windows_x86_64_gnullvm 0.52.6", - "windows_x86_64_msvc 0.52.6", + "windows_i686_msvc", + "windows_x86_64_gnu", + "windows_x86_64_gnullvm", + "windows_x86_64_msvc", ] -[[package]] -name = "windows_aarch64_gnullvm" -version = "0.48.5" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8" - [[package]] name = "windows_aarch64_gnullvm" version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "32a4622180e7a0ec044bb555404c800bc9fd9ec262ec147edd5989ccd0c02cd3" -[[package]] -name = "windows_aarch64_msvc" -version = "0.48.5" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc" - [[package]] name = "windows_aarch64_msvc" version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469" -[[package]] -name = "windows_i686_gnu" -version = "0.48.5" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e" - [[package]] name = "windows_i686_gnu" version = "0.52.6" @@ -2499,48 +3130,24 @@ version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "0eee52d38c090b3caa76c563b86c3a4bd71ef1a819287c19d586d7334ae8ed66" -[[package]] -name = "windows_i686_msvc" -version = "0.48.5" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406" - [[package]] name = "windows_i686_msvc" version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "240948bc05c5e7c6dabba28bf89d89ffce3e303022809e73deaefe4f6ec56c66" -[[package]] -name = "windows_x86_64_gnu" -version = "0.48.5" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e" - [[package]] name = "windows_x86_64_gnu" version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "147a5c80aabfbf0c7d901cb5895d1de30ef2907eb21fbbab29ca94c5b08b1a78" -[[package]] -name = "windows_x86_64_gnullvm" -version = "0.48.5" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc" - [[package]] name = "windows_x86_64_gnullvm" version = "0.52.6" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "24d5b23dc417412679681396f2b49f3de8c1473deb516bd34410872eff51ed0d" -[[package]] -name = "windows_x86_64_msvc" -version = "0.48.5" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538" - [[package]] name = "windows_x86_64_msvc" version = "0.52.6" @@ -2548,13 +3155,12 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec" [[package]] -name = "winreg" -version = "0.50.0" +name = "winnow" +version = "0.7.1" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "524e57b2c537c0f9b1e69f1965311ec12182b4122e45035b1508cd24d2adadb1" +checksum = "86e376c75f4f43f44db463cf729e0d3acbf954d13e22c51e26e4c264b4ab545f" dependencies = [ - "cfg-if", - "windows-sys 0.48.0", + "memchr", ] [[package]] @@ -2578,6 +3184,21 @@ version = "0.5.5" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "1e9df38ee2d2c3c5948ea468a8406ff0db0b29ae1ffde1bcf20ef305bcc95c51" +[[package]] +name = "xdg" +version = "2.5.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "213b7324336b53d2414b2db8537e56544d981803139155afa84f76eeebb7a546" + +[[package]] +name = "yaml-rust" +version = "0.4.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "56c1936c4cc7a1c9ab21a1ebb602eb942ba868cbd44a99cb7cdc5892335e1c85" +dependencies = [ + "linked-hash-map", +] + [[package]] name = "yoke" version = "0.7.5" @@ -2609,7 +3230,16 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "1b9b4fd18abc82b8136838da5d50bae7bdea537c574d8dc1a34ed098d6c166f0" dependencies = [ "byteorder", - "zerocopy-derive", + "zerocopy-derive 0.7.35", +] + +[[package]] +name = "zerocopy" +version = "0.8.17" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "aa91407dacce3a68c56de03abe2760159582b846c6a4acd2f456618087f12713" +dependencies = [ + "zerocopy-derive 0.8.17", ] [[package]] @@ -2623,6 +3253,17 @@ dependencies = [ "syn 2.0.98", ] +[[package]] +name = "zerocopy-derive" +version = "0.8.17" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "06718a168365cad3d5ff0bb133aad346959a2074bd4a85c121255a11304a8626" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.98", +] + [[package]] name = "zerofrom" version = "0.1.5" diff --git a/Cargo.toml b/Cargo.toml index 373221d7..5e2d8f61 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -25,37 +25,57 @@ name = "git-ai-hook" path = "src/bin/hook.rs" [dependencies] -anyhow = { version = "1.0.86", default-features = false } -async-openai = { version = "0.18.3", default-features = false } -colored = "2.1.0" -config = { version = "0.13.4", default-features = false, features = ["ini"] } -console = { version = "0.15.8", default-features = false } -ctrlc = "3.4.4" +# Core functionality +anyhow = { version = "1.0.95", default-features = false } +thiserror = "2.0.11" +tokio = { version = "1.43", features = ["full"] } +futures = "0.3" +parking_lot = "0.12.3" +async-trait = "0.1" + +# CLI and UI +structopt = "0.3.26" +colored = "3.0.0" +console = { version = "0.15.10", default-features = false } +indicatif = { version = "0.17.11", default-features = false } +log = "0.4.25" +env_logger = { version = "0.11.6", default-features = false } + +# Git integration +git2 = { version = "0.20.0", default-features = false } + +# Configuration +config = { version = "0.15.7", default-features = false, features = ["ini"] } dotenv = "0.15.0" -env_logger = { version = "0.10.2", default-features = false } -git2 = { version = "0.18.3", default-features = false } -home = "0.5.9" -indicatif = { version = "0.17.8", default-features = false } -lazy_static = "1.4.0" -log = "0.4.21" -ollama-rs = { version = "0.1", features = ["stream"] } -reqwest = { version = "0.11.27", default-features = true } -serde = { version = "1", default-features = false } -serde_derive = "1.0.203" +serde = { version = "1.0", features = ["derive"] } +serde_derive = "1.0.217" serde_ini = "0.2.0" -serde_json = "1.0.117" -structopt = "0.3.26" -thiserror = "1.0.61" -tokio = { version = "1.38.0", features = ["rt-multi-thread"] } -tiktoken-rs = { version = "0.5.9" } -openssl-sys = { version = "0.9.102", features = ["vendored"] } -async-trait = "0.1" +serde_json = "1.0" + +# OpenAI and Ollama integration +async-openai = { version = "0.27.2", default-features = false } +ollama-rs = { version = "0.1", features = ["stream"] } +tiktoken-rs = "0.6.0" +reqwest = { version = "0.12.12", default-features = true } + +# System utilities +openssl-sys = { version = "0.9.105", features = ["vendored"] } +rayon = "1.10.0" +num_cpus = "1.16.0" +rand = "0.9" +ctrlc = "3.4.5" +lazy_static = "1.5.0" +home = "0.5.11" +dirs = "6.0" + +# Syntax highlighting and markdown rendering +syntect = { version = "5.2", default-features = false, features = ["default-fancy"] } +pulldown-cmark = "0.12" +comrak = "0.35" +textwrap = "0.16" [dev-dependencies] -tempfile = "3.10.1" -anyhow = { version = "1.0.86", default-features = false } -git2 = { version = "0.18.3", default-features = false } -rand = { version = "0.8.5", default-features = false } +tempfile = "3.16.0" [profile.release] codegen-units = 1 diff --git a/README.md b/README.md index 43b36f33..ee5cc507 100644 --- a/README.md +++ b/README.md @@ -65,6 +65,7 @@ cargo install --path . ### Advanced Configuration Customize Git AI's behavior with these commands: + - `git-ai config set max-commit-length ` (default: 72): Set the maximum length of commit messages. - `git-ai config set max-tokens ` (default: 512): Set the maximum number of tokens for the assistant. - `git-ai config set model ` (default: "gpt-3.5-turbo"): Set the OpenAI model to use. diff --git a/src/commit.rs b/src/commit.rs index e4e77ab3..81b2e643 100644 --- a/src/commit.rs +++ b/src/commit.rs @@ -1,12 +1,7 @@ use anyhow::{bail, Result}; -<<<<<<< HEAD -use crate::{config, openai, ollama}; -use crate::model::{Model, Request, Response}; -======= use crate::{client, config}; use crate::model::Model; ->>>>>>> fbe8ab1 () fn instruction() -> String { format!("You are an AI assistant that generates concise and meaningful git commit messages based on provided diffs. Please adhere to the following guidelines: @@ -32,29 +27,17 @@ pub fn token_used(model: &Model) -> Result { model.count_tokens(&instruction()) } -<<<<<<< HEAD -pub async fn generate(diff: String, max_tokens: usize, model: Model) -> Result { -======= pub async fn generate(diff: String, max_tokens: usize, model: Model) -> Result { ->>>>>>> fbe8ab1 () if max_tokens == 0 { bail!("Max can't be zero (2)") } -<<<<<<< HEAD - let request = Request { -======= let request = client::Request { ->>>>>>> fbe8ab1 () system: instruction(), prompt: diff, max_tokens: max_tokens.try_into().unwrap_or(u16::MAX), model }; -<<<<<<< HEAD - ollama::call(request).await -======= client::call(request).await ->>>>>>> fbe8ab1 () } diff --git a/src/profiling.rs b/src/profiling.rs new file mode 100644 index 00000000..38c590a7 --- /dev/null +++ b/src/profiling.rs @@ -0,0 +1,35 @@ +use std::time::{Duration, Instant}; + +use colored::Colorize; + +pub struct Profile { + start: Instant, + name: String +} + +impl Profile { + pub fn new(name: impl Into) -> Self { + Self { start: Instant::now(), name: name.into() } + } + + pub fn elapsed(&self) -> Duration { + self.start.elapsed() + } +} + +impl Drop for Profile { + fn drop(&mut self) { + if log::log_enabled!(log::Level::Debug) { + let duration = self.elapsed(); + eprintln!("{}: {:.2?}", self.name.blue(), duration); + } + } +} + +#[macro_export] +macro_rules! profile { + ($name:expr) => { + // Currently a no-op, but can be expanded for actual profiling + let _profile_span = $name; + }; +} From 044baf081a5de0e7901218e32f3971be04e56749 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 13:34:50 +0100 Subject: [PATCH 136/186] feat: Update Configuration and Core Components (#35) * feat: Configuration and Core Updates changes * Update git-ai version from 0.2.56 to 0.2.57 in Cargo.lock. * fix: Add dirs dependency and fix symlink call --------- Co-authored-by: Git AI Test --- Cargo.toml | 8 ++- src/commit.rs | 89 +++++++++++++++++++++----------- src/config.rs | 116 ++++++++++++++++++++++-------------------- src/lib.rs | 4 +- src/main.rs | 138 ++++++++++++++++++++++++++++++++++++++++++++++---- 5 files changed, 253 insertions(+), 102 deletions(-) diff --git a/Cargo.toml b/Cargo.toml index 5e2d8f61..1261ee73 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -52,12 +52,10 @@ serde_derive = "1.0.217" serde_ini = "0.2.0" serde_json = "1.0" -# OpenAI and Ollama integration async-openai = { version = "0.27.2", default-features = false } ollama-rs = { version = "0.1", features = ["stream"] } tiktoken-rs = "0.6.0" reqwest = { version = "0.12.12", default-features = true } - # System utilities openssl-sys = { version = "0.9.105", features = ["vendored"] } rayon = "1.10.0" @@ -67,13 +65,13 @@ ctrlc = "3.4.5" lazy_static = "1.5.0" home = "0.5.11" dirs = "6.0" - # Syntax highlighting and markdown rendering -syntect = { version = "5.2", default-features = false, features = ["default-fancy"] } +syntect = { version = "5.2", default-features = false, features = [ + "default-fancy", +] } pulldown-cmark = "0.12" comrak = "0.35" textwrap = "0.16" - [dev-dependencies] tempfile = "3.16.0" diff --git a/src/commit.rs b/src/commit.rs index 81b2e643..2e89412e 100644 --- a/src/commit.rs +++ b/src/commit.rs @@ -1,43 +1,74 @@ use anyhow::{bail, Result}; -use crate::{client, config}; +use crate::{config, openai, profile}; use crate::model::Model; -fn instruction() -> String { - format!("You are an AI assistant that generates concise and meaningful git commit messages based on provided diffs. Please adhere to the following guidelines: +/// The instruction template included at compile time +const INSTRUCTION_TEMPLATE: &str = include_str!("../resources/prompt.md"); - - Structure: Begin with a clear, present-tense summary. - - Content: Emphasize the changes and their rationale, excluding irrelevant details. - - Consistency: Maintain uniformity in tense, punctuation, and capitalization. - - Accuracy: Ensure the message accurately reflects the changes and their purpose. - - Present tense, imperative mood. (e.g., 'Add x to y' instead of 'Added x to y') - - One commit message in return, i.e; 'Add debug logging to hook.rs and commit.rs' - - Max {} chars in the output - - ## Output: - - Your output should be a commit message generated from the input diff and nothing else. - - ## Input: - - INPUT:", config::APP.max_commit_length.unwrap_or(72)) +/// Returns the instruction template for the AI model. +/// This template guides the model in generating appropriate commit messages. +fn get_instruction_template() -> String { + profile!("Generate instruction template"); + INSTRUCTION_TEMPLATE.replace("{{max_commit_length}}", &config::APP.max_commit_length.unwrap_or(72).to_string()) } -pub fn token_used(model: &Model) -> Result { - model.count_tokens(&instruction()) +/// Calculates the number of tokens used by the instruction template. +/// +/// # Arguments +/// * `model` - The AI model to use for token counting +/// +/// # Returns +/// * `Result` - The number of tokens used or an error +pub fn get_instruction_token_count(model: &Model) -> Result { + profile!("Calculate instruction tokens"); + model.count_tokens(&get_instruction_template()) } -pub async fn generate(diff: String, max_tokens: usize, model: Model) -> Result { - if max_tokens == 0 { - bail!("Max can't be zero (2)") - } - - let request = client::Request { - system: instruction(), +/// Creates an OpenAI request for commit message generation. +/// +/// # Arguments +/// * `diff` - The git diff to generate a commit message for +/// * `max_tokens` - Maximum number of tokens allowed for the response +/// * `model` - The AI model to use for generation +/// +/// # Returns +/// * `openai::Request` - The prepared request +fn create_commit_request(diff: String, max_tokens: usize, model: Model) -> openai::Request { + profile!("Prepare OpenAI request"); + openai::Request { + system: get_instruction_template(), prompt: diff, max_tokens: max_tokens.try_into().unwrap_or(u16::MAX), model - }; + } +} + +/// Generates a commit message using the AI model. +/// +/// # Arguments +/// * `diff` - The git diff to generate a commit message for +/// * `max_tokens` - Maximum number of tokens allowed for the response +/// * `model` - The AI model to use for generation +/// +/// # Returns +/// * `Result` - The generated commit message or an error +/// +/// # Errors +/// Returns an error if: +/// - max_tokens is 0 +/// - OpenAI API call fails +pub async fn generate(patch: String, remaining_tokens: usize, model: Model) -> Result { + profile!("Generate commit message"); + + if remaining_tokens == 0 { + bail!("Maximum token count must be greater than zero") + } - client::call(request).await + let request = create_commit_request(patch, remaining_tokens, model); + openai::call(request).await +} + +pub fn token_used(model: &Model) -> Result { + get_instruction_token_count(model) } diff --git a/src/config.rs b/src/config.rs index 80689ce8..7bcc2307 100644 --- a/src/config.rs +++ b/src/config.rs @@ -8,6 +8,13 @@ use anyhow::{Context, Result}; use lazy_static::lazy_static; use console::Emoji; +// Constants +const DEFAULT_TIMEOUT: i64 = 30; +const DEFAULT_MAX_COMMIT_LENGTH: i64 = 72; +const DEFAULT_MAX_TOKENS: i64 = 2024; +const DEFAULT_MODEL: &str = "gpt-4o-mini"; +const DEFAULT_API_KEY: &str = ""; + #[derive(Debug, Default, Deserialize, PartialEq, Eq, Serialize)] pub struct App { pub openai_api_key: Option, @@ -17,40 +24,51 @@ pub struct App { pub timeout: Option } -impl App { - #[allow(dead_code)] - pub fn duration(&self) -> std::time::Duration { - std::time::Duration::from_secs(self.timeout.unwrap_or(30) as u64) - } +#[derive(Debug)] +pub struct ConfigPaths { + pub dir: PathBuf, + pub file: PathBuf } lazy_static! { - pub static ref CONFIG_DIR: PathBuf = home::home_dir().unwrap().join(".config/git-ai"); - #[derive(Debug)] - pub static ref APP: App = App::new().expect("Failed to load config"); - pub static ref CONFIG_PATH: PathBuf = CONFIG_DIR.join("config.ini"); + static ref PATHS: ConfigPaths = ConfigPaths::new(); + pub static ref APP: App = App::new().expect("Failed to load config"); +} + +impl ConfigPaths { + fn new() -> Self { + let dir = home::home_dir() + .expect("Failed to determine home directory") + .join(".config/git-ai"); + let file = dir.join("config.ini"); + Self { dir, file } + } + + fn ensure_exists(&self) -> Result<()> { + if !self.dir.exists() { + std::fs::create_dir_all(&self.dir).with_context(|| format!("Failed to create config directory at {:?}", self.dir))?; + } + if !self.file.exists() { + File::create(&self.file).with_context(|| format!("Failed to create config file at {:?}", self.file))?; + } + Ok(()) + } } impl App { pub fn new() -> Result { dotenv::dotenv().ok(); - - if !CONFIG_DIR.exists() { - std::fs::create_dir_all(CONFIG_DIR.to_str().unwrap()).context("Failed to create config directory")?; - File::create(CONFIG_PATH.to_str().unwrap()).context("Failed to create config file")?; - } else if !CONFIG_PATH.exists() { - File::create(CONFIG_PATH.to_str().unwrap()).context("Failed to create config file")?; - } + PATHS.ensure_exists()?; let config = Config::builder() .add_source(config::Environment::with_prefix("APP").try_parsing(true)) - .add_source(config::File::new(CONFIG_PATH.to_str().unwrap(), FileFormat::Ini)) + .add_source(config::File::new(PATHS.file.to_string_lossy().as_ref(), FileFormat::Ini)) .set_default("language", "en")? - .set_default("timeout", 30)? - .set_default("max_commit_length", 72)? - .set_default("max_tokens", 2024)? - .set_default("model", "gpt-4o")? - .set_default("openai_api_key", "")? + .set_default("timeout", DEFAULT_TIMEOUT)? + .set_default("max_commit_length", DEFAULT_MAX_COMMIT_LENGTH)? + .set_default("max_tokens", DEFAULT_MAX_TOKENS)? + .set_default("model", DEFAULT_MODEL)? + .set_default("openai_api_key", DEFAULT_API_KEY)? .build()?; config @@ -60,48 +78,34 @@ impl App { pub fn save(&self) -> Result<()> { let contents = serde_ini::to_string(&self).context(format!("Failed to serialize config: {:?}", self))?; - let mut file = File::create(CONFIG_PATH.to_str().unwrap()).context("Failed to create config file")?; + let mut file = File::create(&PATHS.file).with_context(|| format!("Failed to create config file at {:?}", PATHS.file))?; file .write_all(contents.as_bytes()) .context("Failed to write config file") } -} - -pub fn run_model(value: String) -> Result<()> { - let mut app = App::new()?; - app.model = value.into(); - println!("{} Configuration option model updated!", Emoji("✨", ":-)")); - app.save() -} -pub fn run_max_tokens(max_tokens: usize) -> Result<()> { - let mut app = App::new()?; - app.max_tokens = max_tokens.into(); - println!("{} Configuration option max-tokens updated!", Emoji("✨", ":-)")); - app.save() -} + pub fn update_model(&mut self, value: String) -> Result<()> { + self.model = Some(value); + self.save_with_message("model") + } -pub fn run_max_commit_length(max_commit_length: usize) -> Result<()> { - let mut app = App::new()?; - app.max_commit_length = max_commit_length.into(); - println!("{} Configuration option max-commit-length updated!", Emoji("✨", ":-)")); - app.save() -} + pub fn update_max_tokens(&mut self, value: usize) -> Result<()> { + self.max_tokens = Some(value); + self.save_with_message("max-tokens") + } -pub fn run_openai_api_key(value: String) -> Result<()> { - let mut app = App::new()?; - app.openai_api_key = Some(value); - println!("{} Configuration option openai-api-key updated!", Emoji("✨", ":-)")); - app.save() -} + pub fn update_max_commit_length(&mut self, value: usize) -> Result<()> { + self.max_commit_length = Some(value); + self.save_with_message("max-commit-length") + } -pub fn run_reset() -> Result<()> { - if !CONFIG_PATH.exists() { - eprintln!("{} Configuration file does not exist!", Emoji("🀷", ":-)")); - return Ok(()); + pub fn update_openai_api_key(&mut self, value: String) -> Result<()> { + self.openai_api_key = Some(value); + self.save_with_message("openai-api-key") } - std::fs::remove_file(CONFIG_PATH.to_str().unwrap()).context("Failed to remove config file")?; - println!("{} Configuration reset!", Emoji("✨", ":-)")); - Ok(()) + fn save_with_message(&self, option: &str) -> Result<()> { + println!("{} Configuration option {} updated!", Emoji("✨", ":-)"), option); + self.save() + } } diff --git a/src/lib.rs b/src/lib.rs index e70f708e..3dba0f8e 100644 --- a/src/lib.rs +++ b/src/lib.rs @@ -7,6 +7,8 @@ pub mod filesystem; pub mod openai; pub mod ollama; pub mod client; +pub mod profiling; -// Re-export the client module as the main interface +// Re-exports pub use client::{call, is_model_available, Request, Response}; +pub use profiling::Profile; diff --git a/src/main.rs b/src/main.rs index 6cb3ff94..b0f978e6 100644 --- a/src/main.rs +++ b/src/main.rs @@ -1,12 +1,13 @@ -mod uninstall; -mod install; -mod reinstall; mod config; +mod filesystem; use structopt::StructOpt; use anyhow::Result; use dotenv::dotenv; +use crate::config::App; +use crate::filesystem::Filesystem; + #[derive(StructOpt)] #[structopt(name = "git-ai", about = "A git extension that uses OpenAI to generate commit messages")] enum Cli { @@ -65,6 +66,121 @@ struct Model { value: String } +#[derive(Debug, StructOpt)] +#[structopt(name = "git-ai")] +pub struct Args { + #[structopt(subcommand)] + #[allow(dead_code)] + cmd: Command +} + +#[derive(Debug, StructOpt)] +pub enum Command { + #[structopt(name = "optimize")] + Optimize { + #[structopt(long, default_value = "resources/prompt.md")] + prompt_file: String, + + #[structopt(long, default_value = "stats.json")] + stats_file: String, + + #[structopt(long, default_value = "tmp")] + temp_dir: String, + + #[structopt(long, default_value = "100")] + iterations: u32, + + #[structopt(long, default_value = "0.8")] + threshold: f32, + + #[structopt(long, default_value = "ai")] + scoring_mode: String, + + #[structopt(long)] + verbose: bool + } +} + +// Hook installation functions +fn run_install() -> Result<()> { + let fs = Filesystem::new()?; + let hook_bin = fs.git_ai_hook_bin_path()?; + let hook_file = fs.prepare_commit_msg_path()?; + + if hook_file.exists() { + hook_file.delete()?; + } + + hook_file.symlink(&hook_bin)?; + println!("πŸ”— Hook symlinked successfully to \x1B[3m{}\x1B[0m", hook_file); + + Ok(()) +} + +fn run_uninstall() -> Result<()> { + let fs = Filesystem::new()?; + let hook_file = fs.prepare_commit_msg_path()?; + + if hook_file.exists() { + hook_file.delete()?; + println!("πŸ—‘οΈ Hook uninstalled successfully from \x1B[3m{}\x1B[0m", hook_file); + } else { + println!("⚠️ No hook found at \x1B[3m{}\x1B[0m", hook_file); + } + + Ok(()) +} + +fn run_reinstall() -> Result<()> { + run_uninstall()?; + run_install()?; + Ok(()) +} + +// Config management functions +fn run_config_reset() -> Result<()> { + let config_dir = dirs::config_dir() + .ok_or_else(|| anyhow::anyhow!("Could not find config directory"))? + .join("git-ai"); + + if config_dir.exists() { + std::fs::remove_dir_all(&config_dir)?; + println!("πŸ—‘οΈ Configuration reset successfully"); + } else { + println!("⚠️ No configuration found to reset"); + } + + Ok(()) +} + +fn run_config_model(value: String) -> Result<()> { + let mut app = App::new()?; + app.update_model(value.clone())?; + println!("βœ… Model set to: {}", value); + Ok(()) +} + +fn run_config_max_tokens(max_tokens: usize) -> Result<()> { + let mut app = App::new()?; + app.update_max_tokens(max_tokens)?; + println!("βœ… Max tokens set to: {}", max_tokens); + Ok(()) +} + +fn run_config_max_commit_length(max_commit_length: usize) -> Result<()> { + let mut app = App::new()?; + app.update_max_commit_length(max_commit_length)?; + println!("βœ… Max commit length set to: {}", max_commit_length); + Ok(()) +} + +fn run_config_openai_api_key(value: String) -> Result<()> { + let mut app = App::new()?; + app.update_openai_api_key(value)?; + println!("βœ… OpenAI API key updated"); + Ok(()) +} + #[tokio::main(flavor = "multi_thread")] async fn main() -> Result<()> { dotenv().ok(); @@ -75,34 +191,34 @@ async fn main() -> Result<()> { Cli::Hook(sub) => match sub { HookSubcommand::Install => { - install::run()?; + run_install()?; } HookSubcommand::Uninstall => { - uninstall::run()?; + run_uninstall()?; } HookSubcommand::Reinstall => { - reinstall::run()?; + run_reinstall()?; } }, Cli::Config(config) => match config { ConfigSubcommand::Reset => { - config::run_reset()?; + run_config_reset()?; } ConfigSubcommand::Set(set) => match set { SetSubcommand::Model(model) => { - config::run_model(model.value)?; + run_config_model(model.value)?; } SetSubcommand::MaxTokens { max_tokens } => { - config::run_max_tokens(max_tokens)?; + run_config_max_tokens(max_tokens)?; } SetSubcommand::MaxCommitLength { max_commit_length } => { - config::run_max_commit_length(max_commit_length)?; + run_config_max_commit_length(max_commit_length)?; } SetSubcommand::OpenaiApiKey { value } => { - config::run_openai_api_key(value)?; + run_config_openai_api_key(value)?; } }, }, From be19fde8b8f0f3e625e26fb12855bae8776baf60 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 15:21:17 +0100 Subject: [PATCH 137/186] Improve OpenAI Integration (#34) * feat: OpenAI Integration changes * Add `profile` module and tracing dependency Based only on the changes visible in the diff, this commit: - Adds a new `profile` module in `src/lib.rs`. - Inserts a new macro in the `profile` module in `src/profile.rs`. - Adds a new dependency, `tracing`, in `Cargo.toml`. - Updates the version from `0.2.56` to `0.2.57` in `Cargo.lock`. - Includes the new `tracing` dependency to the dependencies list in `Cargo.lock`. * Add Ollama client implementation for model interactions - Introduce `OllamaClient` for handling requests to the Ollama API. - Implement `OllamaClientTrait` with methods for generating responses and checking model availability. - Create new `client.rs` module for request/response handling and to integrate with both Ollama and OpenAI models. - Modify `Cargo.toml` to include the `parking_lot` dependency for better synchronization. - Set up a structured way to format prompts and parse JSON responses from the Ollama API, ensuring robust error handling and logging. * Remove OllamaClient implementation and references from the codebase. Delete the `ollama.rs` file, which contained the `OllamaClient` struct and its associated trait. Additionally, update `client.rs` to remove all dependencies and usages related to `OllamaClient`. Ensure the logic still supports OpenAI models, maintaining compatibility. This cleanup optimizes the code by eliminating unnecessary components and streamlining model availability checks. * Refactor `truncate_to_fit` function for improved token handling Enhance the `truncate_to_fit` function by adjusting the line retention strategies based on the attempt count. Implement logic to minimize output size progressively with retries, ensuring that the final result adheres to the specified maximum token limit. Return a minimal version of content if all truncation attempts fail, or a truncation message if content is too large. * Fix redundant line in truncate_to_fit function by removing duplicate halving of current_size * Add .cursorignore file to exclude target, tmp, .DS_Store, and .git from cursor operations. * ``` Rename function `get_instruction_token_count` to `create_commit_request` in `commit.rs` Remove the `prompt`, `file_context`, `author`, and `date` parameters from `generate_commit_message` in `openai.rs` ``` * Update prompt file by adding 30 new lines of content - Based only on the changes visible in the diff, this commit adds a significant amount of new content to the prompt.md file. * Remove 'assert_matches' feature flag from hook module Based only on the changes visible in the diff, this commit removes the '#![feature(assert_matches)]' line from the prompt.md file. * Remove lines 43-42 from prompt.md --- Add two lines at the end of prompt.md for additional context --- Add two lines at the end of rust.yml for unspecified purpose * Remove unused 'mod common;' declaration from patch test file * "Update Cargo.toml, commit.rs, Cargo.lock, and prompt.md files to incorporate 'mustache' dependency and enhance commit request creation" * "Refactor commit.rs to use mustache for template rendering and error handling" * Remove commit message scoring and prompt optimization functions in openai.rs * Update the 'get_instruction_template' and 'create_commit_request' functions in commit.rs and modify prompt.md * Remove prompt instruction lines from resources/prompt.md file --------- Co-authored-by: Git AI Test --- .cursorignore | 4 ++ Cargo.lock | 42 ++++++++++-- Cargo.toml | 10 ++- resources/prompt.md | 44 ++++++++---- src/commit.rs | 35 +++++++--- src/model.rs | 164 ++++++++++++++++++++++++++++---------------- src/openai.rs | 160 +++++++++++++++++++++++++++++++++++++----- src/profile.rs | 1 + tests/patch_test.rs | 4 +- 9 files changed, 349 insertions(+), 115 deletions(-) create mode 100644 .cursorignore create mode 100644 src/profile.rs diff --git a/.cursorignore b/.cursorignore new file mode 100644 index 00000000..65a88f39 --- /dev/null +++ b/.cursorignore @@ -0,0 +1,4 @@ +target/ +tmp/ +.DS_Store +.git diff --git a/Cargo.lock b/Cargo.lock index bc3dfa04..9e88b871 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -674,7 +674,7 @@ version = "0.1.3" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "186e05a59d4c50738528153b83b0b0194d3a29507dfec16eccd4b342903397d0" dependencies = [ - "log", + "log 0.4.25", ] [[package]] @@ -684,7 +684,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "dcaee3d8e3cfc3fd92428d477bc97fc29ec8716d180c0d74c643bb26166660e0" dependencies = [ "env_filter", - "log", + "log 0.4.25", ] [[package]] @@ -934,7 +934,9 @@ dependencies = [ "home", "indicatif", "lazy_static", - "log", + "log 0.4.25", + "maplit", + "mustache", "num_cpus", "ollama-rs", "openssl-sys", @@ -954,6 +956,7 @@ dependencies = [ "thiserror 2.0.11", "tiktoken-rs", "tokio", + "tracing", ] [[package]] @@ -965,7 +968,7 @@ dependencies = [ "bitflags 2.8.0", "libc", "libgit2-sys", - "log", + "log 0.4.25", "url", ] @@ -1438,12 +1441,27 @@ dependencies = [ "scopeguard", ] +[[package]] +name = "log" +version = "0.3.9" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "e19e8d5c34a3e0e2223db8e060f9e8264aeeb5c5fc64a4ee9965c062211c024b" +dependencies = [ + "log 0.4.25", +] + [[package]] name = "log" version = "0.4.25" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "04cbf5b083de1c7e0222a7a51dbfdba1cbe1c6ab0b15e29fff3f6c077fd9cd9f" +[[package]] +name = "maplit" +version = "1.0.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "3e2e65a1a2e43cfcb47a895c4c8b10d1f4a61097f9f254f183aee60cad9c651d" + [[package]] name = "memchr" version = "2.7.4" @@ -1492,6 +1510,16 @@ dependencies = [ "windows-sys 0.52.0", ] +[[package]] +name = "mustache" +version = "0.9.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "51956ef1c5d20a1384524d91e616fb44dfc7d8f249bf696d49c97dd3289ecab5" +dependencies = [ + "log 0.3.9", + "serde", +] + [[package]] name = "native-tls" version = "0.2.13" @@ -1499,7 +1527,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "0dab59f8e050d5df8e4dd87d9206fb6f65a483e20ac9fda365ade4fab353196c" dependencies = [ "libc", - "log", + "log 0.4.25", "openssl", "openssl-probe", "openssl-sys", @@ -1991,7 +2019,7 @@ dependencies = [ "hyper-util", "ipnet", "js-sys", - "log", + "log 0.4.25", "mime", "mime_guess", "native-tls", @@ -2926,7 +2954,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "2f0a0651a5c2bc21487bde11ee802ccaf4c51935d0d3d42a6101f98161700bc6" dependencies = [ "bumpalo", - "log", + "log 0.4.25", "proc-macro2", "quote", "syn 2.0.98", diff --git a/Cargo.toml b/Cargo.toml index 1261ee73..1bc3c1ab 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -32,6 +32,7 @@ tokio = { version = "1.43", features = ["full"] } futures = "0.3" parking_lot = "0.12.3" async-trait = "0.1" +tracing = "0.1" # CLI and UI structopt = "0.3.26" @@ -56,6 +57,7 @@ async-openai = { version = "0.27.2", default-features = false } ollama-rs = { version = "0.1", features = ["stream"] } tiktoken-rs = "0.6.0" reqwest = { version = "0.12.12", default-features = true } + # System utilities openssl-sys = { version = "0.9.105", features = ["vendored"] } rayon = "1.10.0" @@ -65,13 +67,15 @@ ctrlc = "3.4.5" lazy_static = "1.5.0" home = "0.5.11" dirs = "6.0" + # Syntax highlighting and markdown rendering -syntect = { version = "5.2", default-features = false, features = [ - "default-fancy", -] } +syntect = { version = "5.2", default-features = false, features = ["default-fancy"] } pulldown-cmark = "0.12" comrak = "0.35" textwrap = "0.16" +mustache = "0.9.0" +maplit = "1.0.2" + [dev-dependencies] tempfile = "3.16.0" diff --git a/resources/prompt.md b/resources/prompt.md index 523b51d5..14b96857 100644 --- a/resources/prompt.md +++ b/resources/prompt.md @@ -1,18 +1,36 @@ -You are an AI assistant that generates concise and meaningful git commit messages based on provided diffs. Please adhere to the following guidelines: +You are an AI assistant specialized in generating precise and concise git commit messages based on provided diffs. Your task is to analyze the given diff and create a commit message that accurately reflects the changes made. -- Structure: Begin with a clear, present-tense summary. -- Content: While you should use the surrounding context to understand the changes, your commit message should ONLY describe the lines marked with + or -. -- Understanding: Use the context (unmarked lines) to understand the purpose and impact of the changes, but do not mention unchanged code in the commit message. -- Changes: Only describe what was actually changed (added, removed, or modified). -- Consistency: Maintain uniformity in tense, punctuation, and capitalization. -- Accuracy: Ensure the message accurately reflects the changes and their purpose. -- Present tense, imperative mood. (e.g., "Add x to y" instead of "Added x to y") -- Max {{max_commit_length}} chars in the output +The character limit for the commit message is: -## Output: + +{{max_length}} + -Your output should be a commit message generated from the input diff and nothing else. While you should use the surrounding context to understand the changes, your message should only describe what was actually modified (+ or - lines). +Please follow these guidelines when generating the commit message: -## Input: +1. Analyze the diff carefully, focusing on lines marked with + or -. +2. Identify the files changed and the nature of the changes (added, modified, or deleted). +3. Determine the most significant change if multiple changes are present. +4. Create a clear, present-tense summary of the change in the imperative mood. +5. Ensure the commit message is within the specified character limit. +6. For binary files or unreadable diffs: + - Use the format "Add/Update/Delete binary file " + - Include file size in parentheses if available + - For multiple binary files, list them separated by commas -INPUT: +Before generating the final commit message, please analyze the diff and but keep your thought process to your self: + +1. Count and list all files changed in the diff, noting whether they were added, modified, or deleted. Prepend each file with a number. +2. For each changed file, summarize the key changes in bullet points and quote specific relevant lines from the diff. +3. Identify any binary files or unreadable diffs separately. +4. Determine the most significant change if multiple changes are present. +5. Consider the impact of each change and its relevance to the overall commit message. +6. Brainstorm keywords that could be used in the commit message. +7. Propose three potential single-line summaries based on the breakdown. +8. Count the characters in each proposed summary, ensuring they meet the specified character limit. +9. Select the best summary that accurately reflects the most significant change and meets the character limit. +10. Prefixes such as `refactor:`, `fix` should be removed + +After your analysis, provide only the final commit message as output. Ensure it is clear, concise, and accurately reflects the content of the diff while adhering to the character limit. Do not include any additional text or explanations in your final output. + + diff --git a/src/commit.rs b/src/commit.rs index 2e89412e..ca3a22ec 100644 --- a/src/commit.rs +++ b/src/commit.rs @@ -1,4 +1,5 @@ use anyhow::{bail, Result}; +use maplit::hashmap; use crate::{config, openai, profile}; use crate::model::Model; @@ -8,9 +9,16 @@ const INSTRUCTION_TEMPLATE: &str = include_str!("../resources/prompt.md"); /// Returns the instruction template for the AI model. /// This template guides the model in generating appropriate commit messages. -fn get_instruction_template() -> String { +fn get_instruction_template() -> Result { profile!("Generate instruction template"); - INSTRUCTION_TEMPLATE.replace("{{max_commit_length}}", &config::APP.max_commit_length.unwrap_or(72).to_string()) + let max_length = config::APP.max_commit_length.unwrap_or(72).to_string(); + let template = mustache::compile_str(INSTRUCTION_TEMPLATE) + .map_err(|e| anyhow::anyhow!("Template compilation error: {}", e))? + .render_to_string(&hashmap! { + "max_length" => max_length + }) + .map_err(|e| anyhow::anyhow!("Template rendering error: {}", e))?; + Ok(template) } /// Calculates the number of tokens used by the instruction template. @@ -22,7 +30,8 @@ fn get_instruction_template() -> String { /// * `Result` - The number of tokens used or an error pub fn get_instruction_token_count(model: &Model) -> Result { profile!("Calculate instruction tokens"); - model.count_tokens(&get_instruction_template()) + let template = get_instruction_template()?; + model.count_tokens(&template) } /// Creates an OpenAI request for commit message generation. @@ -33,15 +42,23 @@ pub fn get_instruction_token_count(model: &Model) -> Result { /// * `model` - The AI model to use for generation /// /// # Returns -/// * `openai::Request` - The prepared request -fn create_commit_request(diff: String, max_tokens: usize, model: Model) -> openai::Request { +/// * `Result` - The prepared request +pub fn create_commit_request(diff: String, max_tokens: usize, model: Model) -> Result { profile!("Prepare OpenAI request"); - openai::Request { - system: get_instruction_template(), + let max_length = config::APP.max_commit_length.unwrap_or(72).to_string(); + let instruction_template = mustache::compile_str(INSTRUCTION_TEMPLATE) + .map_err(|e| anyhow::anyhow!("Template compilation error: {}", e))? + .render_to_string(&hashmap! { + "max_length" => max_length + }) + .map_err(|e| anyhow::anyhow!("Template rendering error: {}", e))?; + + Ok(openai::Request { + system: instruction_template, prompt: diff, max_tokens: max_tokens.try_into().unwrap_or(u16::MAX), model - } + }) } /// Generates a commit message using the AI model. @@ -65,7 +82,7 @@ pub async fn generate(patch: String, remaining_tokens: usize, model: Model) -> R bail!("Maximum token count must be greater than zero") } - let request = create_commit_request(patch, remaining_tokens, model); + let request = create_commit_request(patch, remaining_tokens, model)?; openai::call(request).await } diff --git a/src/model.rs b/src/model.rs index 94550fec..9aae2d1d 100644 --- a/src/model.rs +++ b/src/model.rs @@ -7,45 +7,52 @@ use serde::{Deserialize, Serialize}; use tiktoken_rs::get_completion_max_tokens; use tiktoken_rs::model::get_context_size; -const GPT4: &str = "gpt-4"; -const GPT4O: &str = "gpt-4o"; -const GPT4_TURBO: &str = "gpt-4-turbo-preview"; -const LLAMA3: &str = "llama3"; -const GPT4OMINI: &str = "gpt-4o-mini"; -const LLAMA2: &str = "llama2:latest"; -const CODELLAMA: &str = "codellama:latest"; -const MISTRAL: &str = "mistral:latest"; -const DEEPSEEK_R1_7B: &str = "deepseek-r1:7b"; - -#[derive(Debug, Clone, PartialEq)] -pub struct Response { - pub response: String -} - -#[derive(Debug, Clone, PartialEq)] -pub struct Request { - pub prompt: String, - pub system: String, - pub max_tokens: usize, - pub model: Model -} - +use crate::profile; + +// Model identifiers - using screaming case for constants +const MODEL_GPT4: &str = "gpt-4"; +const MODEL_GPT4_OPTIMIZED: &str = "gpt-4o"; +const MODEL_GPT4_MINI: &str = "gpt-4o-mini"; +const MODEL_GPT4_TURBO: &str = "gpt-4-turbo-preview"; +const MODEL_LLAMA2: &str = "llama2:latest"; +const MODEL_CODELLAMA: &str = "codellama:latest"; +const MODEL_MISTRAL: &str = "mistral:latest"; +const MODEL_DEEPSEEK: &str = "deepseek-r1:7b"; + +/// Represents the available AI models for commit message generation. +/// Each model has different capabilities and token limits. #[derive(Debug, PartialEq, Eq, Hash, Copy, Clone, Serialize, Deserialize, Default)] pub enum Model { + /// Standard GPT-4 model GPT4, + /// Optimized GPT-4 model for better performance GPT4o, + /// GPT-4 Turbo model GPT4Turbo, - Llama3, + /// Default model - Mini version of optimized GPT-4 for faster processing #[default] GPT4oMini, + /// Llama 2 model Llama2, + /// CodeLlama model optimized for code CodeLlama, + /// Mistral model Mistral, + /// DeepSeek model DeepSeekR1_7B } impl Model { + /// Counts the number of tokens in the given text for the current model. + /// This is used to ensure we stay within the model's token limits. + /// + /// # Arguments + /// * `text` - The text to count tokens for + /// + /// # Returns + /// * `Result` - The number of tokens or an error pub fn count_tokens(&self, text: &str) -> Result { + profile!("Count tokens"); match self { Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B => { // For Ollama models, we'll estimate tokens based on word count @@ -54,39 +61,75 @@ impl Model { Ok((word_count as f64 * 1.3).ceil() as usize) } _ => { - let max_tokens = get_completion_max_tokens(self.into(), text)?; - Ok(self.context_size().saturating_sub(max_tokens)) + let model_str: &str = self.into(); + Ok( + self + .context_size() + .saturating_sub(get_completion_max_tokens(model_str, text)?) + ) } } } + /// Gets the maximum context size for the current model. + /// + /// # Returns + /// * `usize` - The maximum number of tokens the model can process pub fn context_size(&self) -> usize { + profile!("Get context size"); match self { Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B => 4096_usize, - _ => get_context_size(self.into()) + _ => { + let model_str: &str = self.into(); + get_context_size(model_str) + } } } - pub(crate) fn truncate(&self, diff: &str, max_tokens: usize) -> Result { - self.walk_truncate(diff, max_tokens, usize::MAX) + /// Truncates the given text to fit within the specified token limit. + /// + /// # Arguments + /// * `text` - The text to truncate + /// * `max_tokens` - The maximum number of tokens allowed + /// + /// # Returns + /// * `Result` - The truncated text or an error + pub(crate) fn truncate(&self, text: &str, max_tokens: usize) -> Result { + profile!("Truncate text"); + self.walk_truncate(text, max_tokens, usize::MAX) } - pub(crate) fn walk_truncate(&self, diff: &str, max_tokens: usize, within: usize) -> Result { - log::debug!("max_tokens: {}", max_tokens); - log::debug!("diff: {}", diff); - log::debug!("within: {}", within); - - let str = diff - .split_whitespace() - .take(max_tokens) - .collect::>() - .join(" "); - let offset = self.count_tokens(&str)?.saturating_sub(max_tokens); + /// Recursively truncates text to fit within token limits while maintaining coherence. + /// Uses a binary search-like approach to find the optimal truncation point. + /// + /// # Arguments + /// * `text` - The text to truncate + /// * `max_tokens` - The maximum number of tokens allowed + /// * `within` - The maximum allowed deviation from target token count + /// + /// # Returns + /// * `Result` - The truncated text or an error + pub(crate) fn walk_truncate(&self, text: &str, max_tokens: usize, within: usize) -> Result { + profile!("Walk truncate iteration"); + log::debug!("max_tokens: {}, within: {}", max_tokens, within); + + let truncated = { + profile!("Split and join text"); + text + .split_whitespace() + .take(max_tokens) + .collect::>() + .join(" ") + }; + + let token_count = self.count_tokens(&truncated)?; + let offset = token_count.saturating_sub(max_tokens); if offset > within || offset == 0 { - Ok(str) // TODO: check if this is correct + Ok(truncated) } else { - self.walk_truncate(diff, max_tokens + offset, within) + // Recursively adjust token count to get closer to target + self.walk_truncate(text, max_tokens + offset, within) } } } @@ -94,15 +137,14 @@ impl Model { impl From<&Model> for &str { fn from(model: &Model) -> Self { match model { - Model::GPT4o => GPT4O, - Model::GPT4 => GPT4, - Model::GPT4Turbo => GPT4_TURBO, - Model::Llama3 => LLAMA3, - Model::GPT4oMini => GPT4OMINI, - Model::Llama2 => LLAMA2, - Model::CodeLlama => CODELLAMA, - Model::Mistral => MISTRAL, - Model::DeepSeekR1_7B => DEEPSEEK_R1_7B + Model::GPT4o => MODEL_GPT4_OPTIMIZED, + Model::GPT4 => MODEL_GPT4, + Model::GPT4Turbo => MODEL_GPT4_TURBO, + Model::GPT4oMini => MODEL_GPT4_MINI, + Model::Llama2 => MODEL_LLAMA2, + Model::CodeLlama => MODEL_CODELLAMA, + Model::Mistral => MODEL_MISTRAL, + Model::DeepSeekR1_7B => MODEL_DEEPSEEK } } } @@ -112,16 +154,15 @@ impl FromStr for Model { fn from_str(s: &str) -> Result { match s.trim().to_lowercase().as_str() { - GPT4O => Ok(Model::GPT4o), - GPT4 => Ok(Model::GPT4), - GPT4_TURBO => Ok(Model::GPT4Turbo), - LLAMA3 => Ok(Model::Llama3), - GPT4OMINI => Ok(Model::GPT4oMini), - LLAMA2 => Ok(Model::Llama2), - CODELLAMA => Ok(Model::CodeLlama), - MISTRAL => Ok(Model::Mistral), - DEEPSEEK_R1_7B => Ok(Model::DeepSeekR1_7B), - model => bail!("Invalid model: {}", model) + MODEL_GPT4_OPTIMIZED => Ok(Model::GPT4o), + MODEL_GPT4 => Ok(Model::GPT4), + MODEL_GPT4_TURBO => Ok(Model::GPT4Turbo), + MODEL_GPT4_MINI => Ok(Model::GPT4oMini), + MODEL_LLAMA2 => Ok(Model::Llama2), + MODEL_CODELLAMA => Ok(Model::CodeLlama), + MODEL_MISTRAL => Ok(Model::Mistral), + MODEL_DEEPSEEK => Ok(Model::DeepSeekR1_7B), + model => bail!("Invalid model name: {}", model) } } } @@ -132,6 +173,7 @@ impl Display for Model { } } +// Implement conversion from string types to Model with fallback to default impl From<&str> for Model { fn from(s: &str) -> Self { s.parse().unwrap_or_default() diff --git a/src/openai.rs b/src/openai.rs index 2c2c7666..8f69d086 100644 --- a/src/openai.rs +++ b/src/openai.rs @@ -1,14 +1,24 @@ use async_openai::types::{ChatCompletionRequestSystemMessageArgs, ChatCompletionRequestUserMessageArgs, CreateChatCompletionRequestArgs}; use async_openai::config::OpenAIConfig; use async_openai::Client; -use anyhow::{Context, Result}; +use async_openai::error::OpenAIError; +use anyhow::{anyhow, Context, Result}; +use colored::*; +<<<<<<< HEAD use crate::config; use crate::model::Response; use crate::model::Request; <<<<<<< HEAD ======= +======= +use crate::{commit, config, profile}; +use crate::model::Model; + +const MAX_ATTEMPTS: usize = 3; + +>>>>>>> a2a9ad2 (Improve OpenAI Integration (#34)) #[derive(Debug, Clone, PartialEq)] pub struct Response { pub response: String @@ -23,42 +33,154 @@ pub struct Request { } >>>>>>> 44782ec (Improve AI prompt (#26)) +/// Generates an improved commit message using the provided prompt and diff +pub async fn generate_commit_message(diff: &str) -> Result { + profile!("Generate commit message"); + let response = commit::generate(diff.into(), 256, Model::GPT4oMini).await?; + Ok(response.response.trim().to_string()) +} + +fn truncate_to_fit(text: &str, max_tokens: usize, model: &Model) -> Result { + let token_count = model.count_tokens(text)?; + if token_count <= max_tokens { + return Ok(text.to_string()); + } + + let lines: Vec<&str> = text.lines().collect(); + if lines.is_empty() { + return Ok(String::new()); + } + + // Try increasingly aggressive truncation until we fit + for attempt in 0..MAX_ATTEMPTS { + let keep_lines = match attempt { + 0 => lines.len() * 3 / 4, // First try: Keep 75% + 1 => lines.len() / 2, // Second try: Keep 50% + _ => lines.len() / 4 // Final try: Keep 25% + }; + + if keep_lines == 0 { + break; + } + + let mut truncated = Vec::new(); + truncated.extend(lines.iter().take(keep_lines)); + truncated.push("... (truncated for length) ..."); + + let result = truncated.join("\n"); + let new_token_count = model.count_tokens(&result)?; + + if new_token_count <= max_tokens { + return Ok(result); + } + } + + // If standard truncation failed, do minimal version with iterative reduction + let mut minimal = Vec::new(); + let mut current_size = lines.len() / 50; // Start with 2% of lines + + while current_size > 0 { + minimal.clear(); + minimal.extend(lines.iter().take(current_size)); + minimal.push("... (severely truncated for length) ..."); + + let result = minimal.join("\n"); + let new_token_count = model.count_tokens(&result)?; + + if new_token_count <= max_tokens { + return Ok(result); + } + + current_size /= 2; // Halve the size each time + } + + // If everything fails, return just the truncation message + Ok("... (content too large, completely truncated) ...".to_string()) +} + pub async fn call(request: Request) -> Result { - let api_key = config::APP - .openai_api_key - .clone() - .context("Failed to get OpenAI API key, please run `git-ai config set openai-api")?; + profile!("OpenAI API call"); + let api_key = config::APP.openai_api_key.clone().context(format!( + "{} OpenAI API key not found.\n Run: {}", + "ERROR:".bold().bright_red(), + "git-ai config set openai-api-key ".yellow() + ))?; let config = OpenAIConfig::new().with_api_key(api_key); let client = Client::with_config(config); + // Calculate available tokens using model's context size + let system_tokens = request.model.count_tokens(&request.system)?; + let model_context_size = request.model.context_size(); + let available_tokens = model_context_size.saturating_sub(system_tokens + request.max_tokens as usize); + + // Truncate prompt if needed + let truncated_prompt = truncate_to_fit(&request.prompt, available_tokens, &request.model)?; + let request = CreateChatCompletionRequestArgs::default() - .model(request.model.to_string()) .max_tokens(request.max_tokens) + .model(request.model.to_string()) .messages([ ChatCompletionRequestSystemMessageArgs::default() .content(request.system) .build()? .into(), ChatCompletionRequestUserMessageArgs::default() - .content(request.prompt) + .content(truncated_prompt) .build()? .into() ]) .build()?; - let chat = client.chat().create(request).await?; - - let choise = chat - .choices - .first() - .context(format!("Failed to get response: {:?}", chat))?; + { + profile!("OpenAI request/response"); + let response = match client.chat().create(request).await { + Ok(response) => response, + Err(err) => { + let error_msg = match err { + OpenAIError::ApiError(e) => + format!( + "{} {}\n {}\n\nDetails:\n {}\n\nSuggested Actions:\n 1. {}\n 2. {}\n 3. {}", + "ERROR:".bold().bright_red(), + "OpenAI API error:".bright_white(), + e.message.dimmed(), + "Failed to create chat completion.".dimmed(), + "Ensure your OpenAI API key is valid".yellow(), + "Check your account credits".yellow(), + "Verify OpenAI service availability".yellow() + ), + OpenAIError::Reqwest(e) => + format!( + "{} {}\n {}\n\nDetails:\n {}\n\nSuggested Actions:\n 1. {}\n 2. {}", + "ERROR:".bold().bright_red(), + "Network error:".bright_white(), + e.to_string().dimmed(), + "Failed to connect to OpenAI service.".dimmed(), + "Check your internet connection".yellow(), + "Verify OpenAI service is not experiencing downtime".yellow() + ), + _ => + format!( + "{} {}\n {}\n\nDetails:\n {}", + "ERROR:".bold().bright_red(), + "Unexpected error:".bright_white(), + err.to_string().dimmed(), + "An unexpected error occurred while communicating with OpenAI.".dimmed() + ), + }; + return Err(anyhow!(error_msg)); + } + }; - let response = choise - .message - .content - .clone() - .context("Failed to get response text")?; + let content = response + .choices + .first() + .context("No choices returned")? + .message + .content + .clone() + .context("No content returned")?; - Ok(Response { response }) + Ok(Response { response: content }) + } } diff --git a/src/profile.rs b/src/profile.rs new file mode 100644 index 00000000..9e354985 --- /dev/null +++ b/src/profile.rs @@ -0,0 +1 @@ +#[macro_export] macro_rules! profile { ($name:expr) => { #[cfg(debug_assertions)] let _span = tracing::debug_span!($name).entered(); }; } diff --git a/tests/patch_test.rs b/tests/patch_test.rs index 5929f504..f055c114 100644 --- a/tests/patch_test.rs +++ b/tests/patch_test.rs @@ -1,9 +1,7 @@ mod common; -use std::path::PathBuf; - use tempfile::NamedTempFile; -use git2::{DiffFormat, DiffOptions, Repository, Tree}; +use git2::{DiffOptions, Repository, Tree}; use anyhow::{Context, Result}; use ai::hook::*; use common::*; From a6edfe31c80431a3fba7f23ae30db78d5ca03b72 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 15:41:26 +0100 Subject: [PATCH 138/186] Update hook.rs to not ignore whitespace changes in PatchRepository implementation (#36) Co-authored-by: Git AI Test --- src/hook.rs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/hook.rs b/src/hook.rs index 69b99efd..b1399330 100644 --- a/src/hook.rs +++ b/src/hook.rs @@ -171,7 +171,7 @@ impl PatchRepository for Repository { let mut opts = DiffOptions::new(); opts - .ignore_whitespace_change(true) + .ignore_whitespace_change(false) .recurse_untracked_dirs(false) .recurse_ignored_dirs(false) .ignore_whitespace_eol(true) From 6c6677b47d7f09770e3cc022e66ada10464d20c8 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 16:28:56 +0100 Subject: [PATCH 139/186] feat: Optimize Hook System Performance (#32) * feat: Hook System Performance changes * Add profiling module and update supporting libraries - Add a new module `profiling` in `lib.rs` and update the profiling code - Add new dependencies in `Cargo.toml`: `rayon`, `parking_lot`, and `num_cpus` - Modify `patch_test.rs` tests to use `TestPatchDiff::is_empty` instead of `diff.is_empty` - Update minor version in `Cargo.lock` from `0.2.56` to `0.2.57` - Include new dependencies in `Cargo.lock`: `crossbeam-deque`, `crossbeam-epoch`, `crossbeam-utils`, `either`, `rayon`, and `rayon-core` * Build inline * No changes detected to generate a commit message. * Change ignore_whitespace_change setting from true to false * Remove import of PathBuf from patch_test.rs * Remove redundant import statements in patch_test.rs * Refine token allocation logic in process_chunk function and add corresponding test case * Add concurrent safety test for process_chunk function in hook.rs * Update diff comparison in hook.rs to only retrieve index diff for staged changes * Update hook.rs to handle case with no HEAD and add corresponding tests * Refactor method to handle unsuccessful reference resolution in Args implementation for hook.rs --------- Co-authored-by: Git AI Test --- Cargo.toml | 7 +- src/bin/hook.rs | 134 +++++----- src/hook.rs | 625 ++++++++++++++++++++++++++++++++++---------- src/ollama.rs | 7 +- src/openai.rs | 11 - tests/patch_test.rs | 54 ++-- 6 files changed, 588 insertions(+), 250 deletions(-) diff --git a/Cargo.toml b/Cargo.toml index 1bc3c1ab..88d20bad 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -35,7 +35,7 @@ async-trait = "0.1" tracing = "0.1" # CLI and UI -structopt = "0.3.26" + colored = "3.0.0" console = { version = "0.15.10", default-features = false } indicatif = { version = "0.17.11", default-features = false } @@ -69,10 +69,13 @@ home = "0.5.11" dirs = "6.0" # Syntax highlighting and markdown rendering -syntect = { version = "5.2", default-features = false, features = ["default-fancy"] } +syntect = { version = "5.2", default-features = false, features = [ + "default-fancy", +] } pulldown-cmark = "0.12" comrak = "0.35" textwrap = "0.16" +structopt = "0.3.26" mustache = "0.9.0" maplit = "1.0.2" diff --git a/src/bin/hook.rs b/src/bin/hook.rs index c2c9f80d..3aa83161 100644 --- a/src/bin/hook.rs +++ b/src/bin/hook.rs @@ -1,3 +1,5 @@ +#![allow(dead_code)] + // .git/hooks/prepare-commit-msg // // git commit --amend --no-edit @@ -40,16 +42,16 @@ // Args { commit_msg_file: PathBuf::from(".git/COMMIT_EDITMSG"), source: Some(Source::Commit), sha1: Some("HEAD") } // Outcome: Opens the default text editor to allow modification of the most recent commit message. No new commit message is generated automatically; it depends on user input. -use std::process::exit; use std::str::FromStr; use std::time::Duration; use std::path::PathBuf; +use std::process; use structopt::StructOpt; -use indicatif::{ProgressBar, ProgressStyle}; +use indicatif::ProgressBar; use anyhow::{bail, Context, Result}; use git2::{Oid, Repository}; -use ai::{commit, config}; +use ai::commit; use ai::hook::*; use ai::model::Model; @@ -78,99 +80,87 @@ impl FromStr for Source { } #[derive(StructOpt, Debug)] -#[structopt(name = "commit-msg-hook")] -struct Args { - #[structopt(parse(from_os_str))] - commit_msg_file: PathBuf, - source: Option, - sha1: Option +#[structopt(name = "git-ai-hook")] +pub struct Args { + /// Path to the commit message file + pub commit_msg_file: PathBuf, + + /// Type of commit message to generate + #[structopt(short = "t", long = "type")] + pub commit_type: Option, + + /// SHA1 of the commit to generate message for + #[structopt(short = "s", long = "sha1")] + pub sha1: Option } impl Args { + pub async fn handle(&self) -> Result<()> { + let repo = Repository::open_from_env().context("Failed to open repository")?; + let pb = ProgressBar::new_spinner(); + pb.enable_steady_tick(Duration::from_millis(100)); + + let model = Model::default(); + let remaining_tokens = commit::token_used(&model)?; + + self + .handle_commit(&repo, &pb, model, remaining_tokens) + .await?; + pb.finish_and_clear(); + Ok(()) + } + async fn handle_commit(&self, repo: &Repository, pb: &ProgressBar, model: Model, remaining_tokens: usize) -> Result<()> { let tree = match self.sha1.as_deref() { Some("HEAD") | None => repo.head().ok().and_then(|head| head.peel_to_tree().ok()), - Some(sha1) => - repo - .find_object(Oid::from_str(sha1)?, None) - .ok() - .and_then(|obj| obj.peel_to_tree().ok()), + Some(sha1) => { + // Try to resolve the reference first + if let Ok(obj) = repo.revparse_single(sha1) { + obj.peel_to_tree().ok() + } else { + // If not a reference, try as direct OID + repo + .find_object(Oid::from_str(sha1)?, None) + .ok() + .and_then(|obj| obj.peel_to_tree().ok()) + } + } }; - log::debug!("Tree: {:?}", tree); - log::debug!("Remaining tokens: {}", remaining_tokens); - if remaining_tokens == 0 { - bail!("Max tokens can't be zero (1)"); + let diff = repo.to_diff(tree.clone())?; + if diff.is_empty()? { + if self.sha1.as_deref() == Some("HEAD") { + // For amend operations, we want to keep the existing message + return Ok(()); + } + bail!("No changes to commit"); } let patch = repo - .to_patch(tree, remaining_tokens, model) - .context("Failed to get patch")?; + .to_commit_diff(tree)? + .to_patch(remaining_tokens, model) + .context("Failed to generate patch")?; if patch.is_empty() { bail!("No changes to commit"); } - let response = commit::generate(patch.to_string(), remaining_tokens, model).await?; - std::fs::write(&self.commit_msg_file, response.response.trim())?; - pb.finish_and_clear(); + pb.set_message("Generating commit message..."); + let response = commit::generate(patch, remaining_tokens, model).await?; + pb.set_message("Writing commit message..."); + self.commit_msg_file.write(&response.response)?; Ok(()) } - - async fn execute(&self) -> Result<()> { - use Source::*; - - match self.source { - Some(Message | Template | Merge | Squash) => Ok(()), - Some(Commit) | None => { - let repo = Repository::open_from_env().context("Failed to open repository")?; - let model = config::APP - .model - .clone() - .unwrap_or("gpt-4o".to_string()) - .into(); - let used_tokens = commit::token_used(&model)?; - let max_tokens = config::APP.max_tokens.unwrap_or(model.context_size()); - let remaining_tokens = max_tokens.saturating_sub(used_tokens); - - let pb = ProgressBar::new_spinner(); - let style = ProgressStyle::default_spinner() - .tick_strings(&["-", "\\", "|", "/"]) - .template("{spinner:.blue} {msg}") - .context("Failed to create progress bar style")?; - - pb.set_style(style); - pb.set_message("Generating commit message..."); - pb.enable_steady_tick(Duration::from_millis(150)); - - if !self.commit_msg_file.is_empty().unwrap_or_default() { - log::debug!("A commit message has already been provided"); - return Ok(()); - } - - self - .handle_commit(&repo, &pb, model, remaining_tokens) - .await - } - } - } } #[tokio::main] -async fn main() -> Result<()> { +async fn main() { env_logger::init(); - - let time = std::time::Instant::now(); let args = Args::from_args(); - log::debug!("Arguments: {:?}", args); - if let Err(err) = args.execute().await { - eprintln!("{} ({:?})", err, time.elapsed()); - exit(1); - } else { - log::debug!("Completed in {:?}", time.elapsed()); + if let Err(e) = args.handle().await { + eprintln!("Error: {}", e); + process::exit(1); } - - Ok(()) } diff --git a/src/hook.rs b/src/hook.rs index b1399330..22ab9b63 100644 --- a/src/hook.rs +++ b/src/hook.rs @@ -1,41 +1,108 @@ +#![allow(dead_code)] use std::collections::HashMap; -use std::io::{Read, Write}; use std::path::PathBuf; -use std::fs::File; +use std::sync::Arc; +use std::sync::atomic::{AtomicUsize, Ordering}; use structopt::StructOpt; use git2::{Diff, DiffFormat, DiffOptions, Repository, Tree}; -use anyhow::{bail, Context, Result}; +use anyhow::{Context, Result}; use thiserror::Error; +use rayon::prelude::*; +use parking_lot::Mutex; +use num_cpus; use crate::model::Model; +use crate::profile; -/// Trait for handling file path operations with proper error handling +// Constants +const MAX_POOL_SIZE: usize = 100; +const DEFAULT_STRING_CAPACITY: usize = 4096; +const PARALLEL_CHUNK_SIZE: usize = 10; + +// Types +type DiffData = Vec<(PathBuf, String, usize)>; + +// Error definitions +#[derive(Error, Debug)] +pub enum HookError { + #[error("Failed to open repository")] + OpenRepository, + + #[error("Failed to get patch")] + GetPatch, + + #[error("Empty diff output")] + EmptyDiffOutput, + + #[error("Failed to write commit message")] + WriteCommitMessage, + + #[error(transparent)] + Anyhow(#[from] anyhow::Error) +} + +// CLI Arguments +#[derive(StructOpt, Debug)] +#[structopt(name = "commit-msg-hook", about = "A tool for generating commit messages.")] +pub struct Args { + pub commit_msg_file: PathBuf, + + #[structopt(short = "t", long = "type")] + pub commit_type: Option, + + #[structopt(short = "s", long = "sha1")] + pub sha1: Option +} + +// Memory management +#[derive(Debug)] +struct StringPool { + strings: Vec, + capacity: usize +} + +impl StringPool { + fn new(capacity: usize) -> Self { + Self { strings: Vec::with_capacity(capacity), capacity } + } + + fn get(&mut self) -> String { + self + .strings + .pop() + .unwrap_or_else(|| String::with_capacity(self.capacity)) + } + + fn put(&mut self, mut string: String) { + string.clear(); + if self.strings.len() < MAX_POOL_SIZE { + self.strings.push(string); + } + } +} + +// File operations traits pub trait FilePath { fn is_empty(&self) -> Result { self.read().map(|s| s.is_empty()) } - fn write(&self, msg: String) -> Result<()>; fn read(&self) -> Result; + fn write(&self, content: &str) -> Result<()>; } impl FilePath for PathBuf { - fn write(&self, msg: String) -> Result<()> { - let mut file = File::create(self)?; - file.write_all(msg.as_bytes())?; - Ok(()) + fn read(&self) -> Result { + std::fs::read_to_string(self).context("Failed to read file") } - fn read(&self) -> Result { - let mut file = File::open(self)?; - let mut contents = String::new(); - file.read_to_string(&mut contents)?; - Ok(contents) + fn write(&self, content: &str) -> Result<()> { + std::fs::write(self, content).context("Failed to write file") } } -/// Trait for extracting paths from git diff deltas +// Git operations traits trait DiffDeltaPath { fn path(&self) -> PathBuf; } @@ -46,130 +113,266 @@ impl DiffDeltaPath for git2::DiffDelta<'_> { .new_file() .path() .or_else(|| self.old_file().path()) - .map(PathBuf::from) + .map(|p| p.to_path_buf()) .unwrap_or_default() } } -/// Trait for converting byte sequences to UTF-8 strings +// String conversion traits pub trait Utf8String { fn to_utf8(&self) -> String; } -impl Utf8String for Vec { - fn to_utf8(&self) -> String { - String::from_utf8(self.to_vec()).unwrap_or_default() - } -} - impl Utf8String for [u8] { fn to_utf8(&self) -> String { - String::from_utf8(self.to_vec()).unwrap_or_default() + String::from_utf8_lossy(self) + .chars() + .filter(|c| !c.is_control() || *c == '\n' || *c == '\t') + .collect() } } -/// Trait for converting git diffs to patch format with token limits +// Patch generation traits pub trait PatchDiff { fn to_patch(&self, max_token_count: usize, model: Model) -> Result; + fn collect_diff_data(&self) -> Result>; + fn is_empty(&self) -> Result; } impl PatchDiff for Diff<'_> { fn to_patch(&self, max_tokens: usize, model: Model) -> Result { - let mut files: HashMap = HashMap::new(); + profile!("Generating patch diff"); - self - .print(DiffFormat::Patch, |diff, _hunk, line| { - let content = line.content(); - let string = content.to_utf8(); - - // Include both changes and context, but prefix context lines with "context: " - // This helps the model understand the context while still identifying actual changes - let line_content = match line.origin() { - '+' | '-' => string, - _ => format!("context: {}", string) - }; + // Step 1: Collect diff data (non-parallel) + let files = self.collect_diff_data()?; + + // Step 2: Prepare files for processing + let mut files_with_tokens: DiffData = files + .into_iter() + .map(|(path, content)| { + let token_count = model.count_tokens(&content).unwrap_or_default(); + (path, content, token_count) + }) + .collect(); + + files_with_tokens.sort_by_key(|(_, _, count)| *count); + + // Step 3: Process files in parallel + let thread_pool = rayon::ThreadPoolBuilder::new() + .num_threads(num_cpus::get()) + .build() + .context("Failed to create thread pool")?; + + let total_files = files_with_tokens.len(); + let remaining_tokens = Arc::new(AtomicUsize::new(max_tokens)); + let result_chunks = Arc::new(Mutex::new(Vec::with_capacity(total_files))); + let processed_files = Arc::new(AtomicUsize::new(0)); + + let chunks: Vec<_> = files_with_tokens + .chunks(PARALLEL_CHUNK_SIZE) + .map(|chunk| chunk.to_vec()) + .collect(); + + let model = Arc::new(model); + + thread_pool.install(|| { + chunks + .par_iter() + .try_for_each(|chunk| process_chunk(chunk, &model, total_files, &processed_files, &remaining_tokens, &result_chunks)) + })?; + + // Step 4: Combine results + let results = result_chunks.lock(); + let mut final_result = String::with_capacity( + results + .iter() + .map(|(_, content): &(PathBuf, String)| content.len()) + .sum() + ); + + for (_, content) in results.iter() { + if !final_result.is_empty() { + final_result.push('\n'); + } + final_result.push_str(content); + } + + Ok(final_result) + } - match files.get(&diff.path()) { - Some(file_acc) => { - files.insert(diff.path(), file_acc.to_owned() + &line_content); - } - None => { - files.insert(diff.path(), line_content); - } + fn collect_diff_data(&self) -> Result> { + profile!("Processing diff changes"); + + let string_pool = Arc::new(Mutex::new(StringPool::new(DEFAULT_STRING_CAPACITY))); + let files = Arc::new(Mutex::new(HashMap::new())); + + self.print(DiffFormat::Patch, |diff, _hunk, line| { + let content = line.content().to_utf8(); + let mut line_content = string_pool.lock().get(); + + match line.origin() { + '+' | '-' => line_content.push_str(&content), + _ => { + line_content.push_str("context: "); + line_content.push_str(&content); } + }; + + let mut files = files.lock(); + let entry = files + .entry(diff.path()) + .or_insert_with(|| String::with_capacity(DEFAULT_STRING_CAPACITY)); + entry.push_str(&line_content); + string_pool.lock().put(line_content); + true + })?; + + Ok( + Arc::try_unwrap(files) + .expect("Arc still has multiple owners") + .into_inner() + ) + } + + fn is_empty(&self) -> Result { + let mut has_changes = false; + self.foreach( + &mut |_file, _progress| { + has_changes = true; true - }) - .context("Failed to print diff")?; + }, + None, + None, + None + )?; - let mut diffs: Vec<_> = files.values().collect(); + Ok(!has_changes) + } +} - diffs.sort_by_key(|diff| { - model - .count_tokens(diff) - .context("Failed to count tokens") - .unwrap_or(0) - }); +fn process_chunk( + chunk: &[(PathBuf, String, usize)], model: &Arc, total_files: usize, processed_files: &AtomicUsize, + remaining_tokens: &AtomicUsize, result_chunks: &Arc>> +) -> Result<()> { + let mut chunk_results = Vec::with_capacity(chunk.len()); + + for (path, content, token_count) in chunk { + let current_file_num = processed_files.fetch_add(1, Ordering::SeqCst); + let files_remaining = total_files.saturating_sub(current_file_num); + + // Calculate max_tokens_per_file based on actual remaining files + let total_remaining = remaining_tokens.load(Ordering::SeqCst); + let max_tokens_per_file = if files_remaining > 0 { + total_remaining.saturating_div(files_remaining) + } else { + total_remaining + }; + + if max_tokens_per_file == 0 { + // No tokens left to allocate, skip remaining files + break; + } - diffs - .iter() - .enumerate() - .try_fold( - (max_tokens, String::new(), files.len()), - |(remaining_tokens, mut final_diff, total_files), (index, diff)| { - let files_remaining = total_files.saturating_sub(index); - let max_tokens_per_file = remaining_tokens.saturating_div(files_remaining); - - log::debug!("max_tokens_per_file: {}", max_tokens_per_file); - log::debug!("remaining_tokens: {}", remaining_tokens); - log::debug!("total_files: {}", total_files); - log::debug!("index: {}", index); - - if max_tokens_per_file == 0 { - bail!("No tokens left to generate commit message. Try increasing the max-tokens configuration option using `git ai config set max-tokens `"); - } - - let file_token_count = model.count_tokens(diff).context("Failed to count diff tokens")?; - let token_limits = [file_token_count, max_tokens_per_file]; - let file_allocated_tokens = token_limits.iter().min().unwrap(); - - // Truncate the diff if it exceeds the token limit - let truncated_diff = if file_token_count > *file_allocated_tokens { - model.truncate(diff, *file_allocated_tokens) - } else { - Ok(diff.to_string()) - }; - - log::debug!("file_token_count: {}", file_token_count); - log::debug!("file_allocated_tokens: {}", file_allocated_tokens); - log::debug!("diff: {}", diff); - log::debug!("truncated_diff: {:?}", truncated_diff); - log::debug!("remaining_tokens: {}", remaining_tokens); - log::debug!("final_diff: {}", final_diff); - - final_diff += &("\n".to_owned() + &truncated_diff.context("Failed to truncate diff")?); - - Ok((remaining_tokens.saturating_sub(*file_allocated_tokens), final_diff, total_files)) - } - ) - .map(|(_, final_diff, _)| final_diff) + let token_count = *token_count; + let allocated_tokens = token_count.min(max_tokens_per_file); + + // Attempt to atomically update remaining tokens + match remaining_tokens.fetch_update(Ordering::SeqCst, Ordering::SeqCst, |current| { + if current >= allocated_tokens { + Some(current - allocated_tokens) + } else { + None + } + }) { + Ok(_) => { + let processed_content = if token_count > allocated_tokens { + model.truncate(content, allocated_tokens)? + } else { + content.clone() + }; + chunk_results.push((path.clone(), processed_content)); + } + Err(_) => { + // Failed to allocate tokens, skip remaining files + break; + } + } + } + + if !chunk_results.is_empty() { + result_chunks.lock().extend(chunk_results); } + Ok(()) } pub trait PatchRepository { - fn to_patch(&self, tree: Option>, max_token_count: usize, model: Model) -> Result; fn to_diff(&self, tree: Option>) -> Result>; + fn to_commit_diff(&self, tree: Option>) -> Result>; + fn configure_diff_options(&self, opts: &mut DiffOptions); + fn configure_commit_diff_options(&self, opts: &mut DiffOptions); } impl PatchRepository for Repository { - fn to_patch(&self, tree: Option, max_token_count: usize, model: Model) -> Result { - self.to_diff(tree)?.to_patch(max_token_count, model) - } - fn to_diff(&self, tree: Option>) -> Result> { - log::debug!("Generating diff with tree: {:?}", tree.as_ref().map(|t| t.id())); + profile!("Git diff generation"); + let mut opts = DiffOptions::new(); + self.configure_diff_options(&mut opts); + + match tree { + Some(tree) => { + // Get the diff between tree and working directory, including staged changes + self.diff_tree_to_workdir_with_index(Some(&tree), Some(&mut opts)) + } + None => { + // If there's no HEAD yet, compare against an empty tree + let empty_tree = self.find_tree(self.treebuilder(None)?.write()?)?; + // Get the diff between empty tree and working directory, including staged changes + self.diff_tree_to_workdir_with_index(Some(&empty_tree), Some(&mut opts)) + } + } + .context("Failed to get diff") + } + fn to_commit_diff(&self, tree: Option>) -> Result> { + profile!("Git commit diff generation"); let mut opts = DiffOptions::new(); + self.configure_commit_diff_options(&mut opts); + + match tree { + Some(tree) => { + // Get the diff between tree and index (staged changes only) + self.diff_tree_to_index(Some(&tree), None, Some(&mut opts)) + } + None => { + // If there's no HEAD yet, compare against an empty tree + let empty_tree = self.find_tree(self.treebuilder(None)?.write()?)?; + // Get the diff between empty tree and index (staged changes only) + self.diff_tree_to_index(Some(&empty_tree), None, Some(&mut opts)) + } + } + .context("Failed to get diff") + } + + fn configure_diff_options(&self, opts: &mut DiffOptions) { + opts + .ignore_whitespace_change(false) + .recurse_untracked_dirs(true) + .recurse_ignored_dirs(false) + .ignore_whitespace_eol(true) + .ignore_blank_lines(true) + .include_untracked(true) + .ignore_whitespace(true) + .indent_heuristic(false) + .ignore_submodules(true) + .include_ignored(false) + .interhunk_lines(0) + .context_lines(0) + .patience(true) + .minimal(true); + } + + fn configure_commit_diff_options(&self, opts: &mut DiffOptions) { opts .ignore_whitespace_change(false) .recurse_untracked_dirs(false) @@ -184,50 +387,202 @@ impl PatchRepository for Repository { .interhunk_lines(0) .context_lines(0) .patience(true) - .minimal(false); + .minimal(true); + } +} - log::debug!("Configured diff options"); +#[cfg(test)] +mod tests { + use tempfile::TempDir; - match self.diff_tree_to_index(tree.as_ref(), None, Some(&mut opts)) { - Ok(diff) => { - log::debug!("Successfully generated diff"); - Ok(diff) - } - Err(e) => { - log::error!("Failed to generate diff: {}", e); - Err(e).context("Failed to get diff") - } + use super::*; + + #[test] + fn test_string_pool_new() { + let pool = StringPool::new(100); + assert_eq!(pool.strings.len(), 0); + assert_eq!(pool.capacity, 100); + } + + #[test] + fn test_string_pool_get() { + let mut pool = StringPool::new(10); + let s1 = pool.get(); + assert_eq!(s1.capacity(), 10); + assert_eq!(s1.len(), 0); + } + + #[test] + fn test_string_pool_put_and_get() { + let mut pool = StringPool::new(10); + let mut s1 = String::with_capacity(10); + s1.push_str("test"); + pool.put(s1); + + assert_eq!(pool.strings.len(), 1); + + let s2 = pool.get(); + assert_eq!(s2.capacity(), 10); + assert_eq!(s2.len(), 0); + assert_eq!(pool.strings.len(), 0); + } + + #[test] + fn test_string_pool_limit() { + let mut pool = StringPool::new(10); + + for _ in 0..150 { + pool.put(String::with_capacity(10)); } + + assert_eq!(pool.strings.len(), MAX_POOL_SIZE); } -} -#[derive(StructOpt, Debug)] -#[structopt(name = "commit-msg-hook", about = "A tool for generating commit messages.")] -pub struct Args { - pub commit_msg_file: PathBuf, + #[test] + fn test_process_chunk_token_allocation() { + let model = Arc::new(Model::default()); + let total_files = 3; + let processed_files = Arc::new(AtomicUsize::new(0)); + let remaining_tokens = Arc::new(AtomicUsize::new(60)); // Reduced to force allocation limits + let result_chunks = Arc::new(Mutex::new(Vec::new())); + + let chunk = vec![ + (PathBuf::from("file1.txt"), "content1".to_string(), 50), + (PathBuf::from("file2.txt"), "content2".to_string(), 40), + (PathBuf::from("file3.txt"), "content3".to_string(), 30), + ]; + + process_chunk(&chunk, &model, total_files, &processed_files, &remaining_tokens, &result_chunks).unwrap(); + + let results = result_chunks.lock(); + // With 60 total tokens and 3 files: + // First file gets 20 tokens (60/3) + // Second file gets 30 tokens (40/2) + // Third file gets 10 tokens (10/1) + assert_eq!(results.len(), 3); + assert_eq!(remaining_tokens.load(Ordering::SeqCst), 0); + assert_eq!(processed_files.load(Ordering::SeqCst), 3); + } - #[structopt(short = "t", long = "type")] - pub commit_type: Option, + #[test] + fn test_process_chunk_concurrent_safety() { + use std::thread; + + let model = Arc::new(Model::default()); + let total_files = 6; + let processed_files = Arc::new(AtomicUsize::new(0)); + let remaining_tokens = Arc::new(AtomicUsize::new(100)); + let result_chunks = Arc::new(Mutex::new(Vec::new())); + + let chunk1 = vec![ + (PathBuf::from("file1.txt"), "content1".to_string(), 20), + (PathBuf::from("file2.txt"), "content2".to_string(), 20), + (PathBuf::from("file3.txt"), "content3".to_string(), 20), + ]; + + let chunk2 = vec![ + (PathBuf::from("file4.txt"), "content4".to_string(), 20), + (PathBuf::from("file5.txt"), "content5".to_string(), 20), + (PathBuf::from("file6.txt"), "content6".to_string(), 20), + ]; + + // Clone values for thread 2 + let model2 = model.clone(); + let processed_files2 = processed_files.clone(); + let remaining_tokens2 = remaining_tokens.clone(); + let result_chunks2 = result_chunks.clone(); + + // Clone values for main thread access after threads complete + let processed_files_main = processed_files.clone(); + let remaining_tokens_main = remaining_tokens.clone(); + let result_chunks_main = result_chunks.clone(); + + let t1 = thread::spawn(move || { + process_chunk(&chunk1, &model, total_files, &processed_files, &remaining_tokens, &result_chunks).unwrap(); + }); - #[structopt(short = "s", long = "sha1")] - pub sha1: Option -} + let t2 = thread::spawn(move || { + process_chunk(&chunk2, &model2, total_files, &processed_files2, &remaining_tokens2, &result_chunks2).unwrap(); + }); -#[derive(Error, Debug)] -pub enum HookError { - #[error("Failed to open repository")] - OpenRepository, + t1.join().unwrap(); + t2.join().unwrap(); - #[error("Failed to get patch")] - GetPatch, + let results = result_chunks_main.lock(); + assert_eq!(results.len(), 6); + assert_eq!(remaining_tokens_main.load(Ordering::SeqCst), 0); + assert_eq!(processed_files_main.load(Ordering::SeqCst), 6); + } - #[error("Empty diff output")] - EmptyDiffOutput, + #[test] + fn test_to_commit_diff_with_head() -> Result<()> { + let temp_dir = TempDir::new()?; + let repo = Repository::init(temp_dir.path())?; + let mut index = repo.index()?; + + // Create a file and stage it + let file_path = temp_dir.path().join("test.txt"); + std::fs::write(&file_path, "initial content")?; + index.add_path(file_path.strip_prefix(temp_dir.path())?)?; + index.write()?; + + // Create initial commit + let tree_id = index.write_tree()?; + let tree = repo.find_tree(tree_id)?; + let signature = git2::Signature::now("test", "test@example.com")?; + repo.commit(Some("HEAD"), &signature, &signature, "Initial commit", &tree, &[])?; + + // Modify and stage the file + std::fs::write(&file_path, "modified content")?; + index.add_path(file_path.strip_prefix(temp_dir.path())?)?; + index.write()?; + + // Get HEAD tree + let head = repo.head()?.peel_to_tree()?; + + // Get diff + let diff = repo.to_commit_diff(Some(head))?; + + // Verify diff shows only staged changes + let mut diff_found = false; + diff.print(DiffFormat::Patch, |_delta, _hunk, line| { + let content = line.content().to_utf8(); + if line.origin() == '+' && content.contains("modified content") { + diff_found = true; + } + true + })?; - #[error("Failed to write commit message")] - WriteCommitMessage, + assert!(diff_found, "Expected to find staged changes in diff"); + Ok(()) + } - // anyhow - #[error(transparent)] - Anyhow(#[from] anyhow::Error) + #[test] + fn test_to_commit_diff_without_head() -> Result<()> { + let temp_dir = TempDir::new()?; + let repo = Repository::init(temp_dir.path())?; + let mut index = repo.index()?; + + // Create and stage a new file + let file_path = temp_dir.path().join("test.txt"); + std::fs::write(&file_path, "test content")?; + index.add_path(file_path.strip_prefix(temp_dir.path())?)?; + index.write()?; + + // Get diff (no HEAD exists yet) + let diff = repo.to_commit_diff(None)?; + + // Verify diff shows staged changes + let mut diff_found = false; + diff.print(DiffFormat::Patch, |_delta, _hunk, line| { + let content = line.content().to_utf8(); + if line.origin() == '+' && content.contains("test content") { + diff_found = true; + } + true + })?; + + assert!(diff_found, "Expected to find staged changes in diff"); + Ok(()) + } } diff --git a/src/ollama.rs b/src/ollama.rs index fd467e8f..5b0c9ca8 100644 --- a/src/ollama.rs +++ b/src/ollama.rs @@ -1,12 +1,11 @@ -use std::collections::HashMap; - -use anyhow::{bail, Result}; +use anyhow::Result; use ollama_rs::generation::completion::request::GenerationRequest; use ollama_rs::generation::options::GenerationOptions; use ollama_rs::Ollama; use async_trait::async_trait; -use crate::model::{Model, Request, Response}; +use crate::model::Model; +use crate::{Request, Response}; pub struct OllamaClient { client: Ollama diff --git a/src/openai.rs b/src/openai.rs index 8f69d086..69d21d50 100644 --- a/src/openai.rs +++ b/src/openai.rs @@ -5,20 +5,11 @@ use async_openai::error::OpenAIError; use anyhow::{anyhow, Context, Result}; use colored::*; -<<<<<<< HEAD -use crate::config; -use crate::model::Response; -use crate::model::Request; - -<<<<<<< HEAD -======= -======= use crate::{commit, config, profile}; use crate::model::Model; const MAX_ATTEMPTS: usize = 3; ->>>>>>> a2a9ad2 (Improve OpenAI Integration (#34)) #[derive(Debug, Clone, PartialEq)] pub struct Response { pub response: String @@ -31,8 +22,6 @@ pub struct Request { pub max_tokens: u16, pub model: Model } ->>>>>>> 44782ec (Improve AI prompt (#26)) - /// Generates an improved commit message using the provided prompt and diff pub async fn generate_commit_message(diff: &str) -> Result { profile!("Generate commit message"); diff --git a/tests/patch_test.rs b/tests/patch_test.rs index f055c114..3e08484c 100644 --- a/tests/patch_test.rs +++ b/tests/patch_test.rs @@ -1,8 +1,8 @@ mod common; use tempfile::NamedTempFile; -use git2::{DiffOptions, Repository, Tree}; use anyhow::{Context, Result}; +use git2::{DiffOptions, Repository, Tree}; use ai::hook::*; use common::*; @@ -34,13 +34,13 @@ fn test_utf8_string_to_utf8() { assert_eq!(utf8_string, "Hello"); } -trait TestPatchDiff { - fn is_empty(&self) -> Result; - fn contains(&self, file: &GitFile) -> Result; +pub trait TestPatchDiff { + fn test_is_empty(&self) -> Result; + fn test_contains(&self, file: &GitFile) -> Result; } impl TestPatchDiff for git2::Diff<'_> { - fn is_empty(&self) -> Result { + fn test_is_empty(&self) -> Result { let mut has_changes = false; self.foreach( @@ -56,7 +56,7 @@ impl TestPatchDiff for git2::Diff<'_> { Ok(!has_changes) } - fn contains(&self, our_file: &GitFile) -> Result { + fn test_contains(&self, our_file: &GitFile) -> Result { let mut found = false; let our_file_path = our_file.path.strip_prefix(&our_file.repo_path).unwrap(); @@ -79,11 +79,11 @@ impl TestPatchDiff for git2::Diff<'_> { } trait TestRepository { - fn to_diff(&self, tree: Option>) -> Result>; + fn to_diff(&self, tree: Option>) -> anyhow::Result>; } impl TestRepository for Repository { - fn to_diff(&self, tree: Option>) -> Result> { + fn to_diff(&self, tree: Option>) -> anyhow::Result> { let mut opts = DiffOptions::new(); opts .include_untracked(true) @@ -94,7 +94,7 @@ impl TestRepository for Repository { Some(tree) => { // For staged changes, compare tree to index let diff = self.diff_tree_to_index(Some(&tree), None, Some(&mut opts))?; - if !diff.is_empty()? { + if !diff.test_is_empty()? { return Ok(diff); } // If no staged changes, compare tree to workdir @@ -119,7 +119,7 @@ impl TestRepository for Repository { } #[test] -fn test_patch_diff_to_patch() { +fn test_empty_diff() { let repo = TestRepo::default(); let file = repo.create_file("test.txt", "Hello, world!").unwrap(); @@ -127,46 +127,48 @@ fn test_patch_diff_to_patch() { let repo_path = repo.repo_path.path().to_path_buf(); let git_repo = git2::Repository::open(repo_path).unwrap(); let diff = TestRepository::to_diff(&git_repo, None).unwrap(); - assert!(!TestPatchDiff::is_empty(&diff).unwrap()); + assert!(!TestPatchDiff::test_is_empty(&diff).unwrap()); file.stage().unwrap(); file.commit().unwrap(); let tree = git_repo.head().unwrap().peel_to_tree().unwrap(); let diff = TestRepository::to_diff(&git_repo, Some(tree.clone())).unwrap(); - assert!(TestPatchDiff::is_empty(&diff).unwrap()); + assert!(TestPatchDiff::test_is_empty(&diff).unwrap()); // Add a new line to the file let file = repo.create_file("file", "Hello, world!\n").unwrap(); let diff = TestRepository::to_diff(&git_repo, Some(tree.clone())).unwrap(); - assert!(!TestPatchDiff::is_empty(&diff).unwrap()); - assert!(TestPatchDiff::contains(&diff, &file).unwrap()); + assert!(!TestPatchDiff::test_is_empty(&diff).unwrap()); + assert!(TestPatchDiff::test_contains(&diff, &file).unwrap()); // stage and commit the file file.stage().unwrap(); let diff = TestRepository::to_diff(&git_repo, Some(tree.clone())).unwrap(); - assert!(!TestPatchDiff::is_empty(&diff).unwrap()); + assert!(!TestPatchDiff::test_is_empty(&diff).unwrap()); + assert!(TestPatchDiff::test_contains(&diff, &file).unwrap()); + file.commit().unwrap(); let tree = git_repo.head().unwrap().peel_to_tree().unwrap(); let diff = TestRepository::to_diff(&git_repo, Some(tree.clone())).unwrap(); - assert!(TestPatchDiff::is_empty(&diff).unwrap()); + assert!(TestPatchDiff::test_is_empty(&diff).unwrap()); // delete the file file.delete().unwrap(); let diff = TestRepository::to_diff(&git_repo, Some(tree.clone())).unwrap(); - assert!(!TestPatchDiff::is_empty(&diff).unwrap()); - assert!(TestPatchDiff::contains(&diff, &file).unwrap()); + assert!(!TestPatchDiff::test_is_empty(&diff).unwrap()); + assert!(TestPatchDiff::test_contains(&diff, &file).unwrap()); // stage and commit the deletion file.stage().unwrap(); let diff = TestRepository::to_diff(&git_repo, Some(tree.clone())).unwrap(); - assert!(!TestPatchDiff::is_empty(&diff).unwrap()); - assert!(TestPatchDiff::contains(&diff, &file).unwrap()); + assert!(!TestPatchDiff::test_is_empty(&diff).unwrap()); + assert!(TestPatchDiff::test_contains(&diff, &file).unwrap()); file.commit().unwrap(); let tree = git_repo.head().unwrap().peel_to_tree().unwrap(); let diff = TestRepository::to_diff(&git_repo, Some(tree.clone())).unwrap(); - assert!(TestPatchDiff::is_empty(&diff).unwrap()); + assert!(TestPatchDiff::test_is_empty(&diff).unwrap()); // test initial commit let repo = TestRepo::default(); @@ -174,17 +176,17 @@ fn test_patch_diff_to_patch() { let repo_path = repo.repo_path.path().to_path_buf(); let git_repo = git2::Repository::open(repo_path).unwrap(); let diff = TestRepository::to_diff(&git_repo, None).unwrap(); - assert!(!TestPatchDiff::is_empty(&diff).unwrap()); - assert!(TestPatchDiff::contains(&diff, &file).unwrap()); + assert!(!TestPatchDiff::test_is_empty(&diff).unwrap()); + assert!(TestPatchDiff::test_contains(&diff, &file).unwrap()); // stage and commit the file file.stage().unwrap(); let diff = TestRepository::to_diff(&git_repo, None).unwrap(); - assert!(!TestPatchDiff::is_empty(&diff).unwrap()); - assert!(TestPatchDiff::contains(&diff, &file).unwrap()); + assert!(!TestPatchDiff::test_is_empty(&diff).unwrap()); + assert!(TestPatchDiff::test_contains(&diff, &file).unwrap()); file.commit().unwrap(); let tree = git_repo.head().unwrap().peel_to_tree().unwrap(); let diff = TestRepository::to_diff(&git_repo, Some(tree.clone())).unwrap(); - assert!(TestPatchDiff::is_empty(&diff).unwrap()); + assert!(TestPatchDiff::test_is_empty(&diff).unwrap()); } From cce64c5482bb918188ffe01a7b00c344a68ebefa Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 16:43:40 +0100 Subject: [PATCH 140/186] Update git-ai version from 0.2.57 to 0.2.60 in Cargo.lock and Cargo.toml files (#38) Co-authored-by: Git AI Test --- Cargo.lock | 2 +- Cargo.toml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Cargo.lock b/Cargo.lock index 9e88b871..2fb6cffb 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -916,7 +916,7 @@ checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" [[package]] name = "git-ai" -version = "0.2.57" +version = "0.2.60" dependencies = [ "anyhow", "async-openai", diff --git a/Cargo.toml b/Cargo.toml index 88d20bad..6607e0a5 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "git-ai" -version = "0.2.57" +version = "0.2.60" edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" From 361053c1821d32230eeeb6e5787273f1f8626be8 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 16:46:48 +0100 Subject: [PATCH 141/186] Speed up hook diff processing (#27) * test * Add profiling feature with macro for measuring execution time * Refactor diff processing, optimize token handling and storage * Update test signatures and add profiling tests * Refactor GitFile signatures and commit messages Optimize PatchDiff with parallel processing Add rayon dependency to Cargo.toml Remove redundant patch tests Update Cargo.lock with new dependencies Remove profiling tests * Update Cargo.lock dependencies and checksums * Update dependencies in Cargo.toml and Cargo.lock * Add StringPool for efficient memory use in PatchDiff * Update dependencies in Cargo.toml and Cargo.lock * Add `num_cpus` crate and parallelize file processing * Refactor file processing to use parallel chunks and atomic tokens * Remove redundant import of `bail` from anyhow * Sort files by token count in `PatchDiff` implementation. * Delete test.txt file * Improve error handling and path management in config and style modules * Add tests for StringPool functionality in hook.rs * Update default model and add profiling to model and commit functions * Add profiling to filesystem module functions * Implement token counting and generation for commit messages * Add documentation for Filesystem, File, and Dir structs in filesystem.rs * Refactor commit message generation methods and file handling logic * Implement configuration file management and update functions in App * Implement parallel processing of diff data in PatchDiff trait * ``` feat: Add Finetune functionality and related files - Introduce finetune.rs to manage fine-tuning workflows with OpenAI. - Create finetune.md for documenting the finetuning process. - Update Cargo.toml and Cargo.lock with necessary dependencies for finetuning. - Add stats.json to track various parameters in the finetuning process. ``` * ``` Add instruction template constant to commit.rs - Introduce `INSTRUCTION_TEMPLATE` constant for prompt file content. ``` * Remove unused import of `std::fs` from `commit.rs` file. * Remove unused import and adjust available tokens calculation - Remove the import of `Model` and update the `available_tokens` calculations in the `call` function. * Update max commit length in prompt guidelines - Change maximum commit length from 72 to {{max_commit_length}} characters. * ``` Modify imports and refactor filesystem profiling Based only on the changes visible in the diff, this commit: - Removes unnecessary profiling statements and imports in `filesystem.rs`. - Adds an import for `App` from `config` in `main.rs`. ``` * Add directory creation for hooks if it does not exist - Implement logic to check for the existence of the hooks directory and create it if it's missing. * Add dead code allowance in filesystem.rs Based only on the changes visible in the diff, this commit adds a line to allow dead code in the `filesystem.rs` file. * Revert "```" This reverts commit 7b9aa2fc415051e2ce211559b333f58aa2a14150. * ``` Update Command enum definition Based only on the changes visible in the diff, this commit modifies the existing Command enum without altering its structure or commands. ``` * Delete stats.json file Based only on the changes visible in the diff, this commit removes the stats.json file. * ``` Remove install, reinstall, and uninstall modules Based only on the changes visible in the diff, this commit deletes the files src/install.rs, src/reinstall.rs, and src/uninstall.rs. ``` * Build inline * Update default model name in Args implementation Based only on the changes visible in the diff, this commit modifies the default model name in the Args implementation from "gpt-4o" to "gpt-4o-mini". * ``` Create hook stress test script Based only on the changes visible in the diff, this commit adds a new script for testing various operations in a Git hook context. ``` * ``` Add comprehensive tests script Based only on the changes visible in the diff, this commit adds a new Fish script `comprehensive-tests` that includes a series of tests for various Git operations. ``` * Change file permission of comprehensive-tests. - Update file mode from 644 to 755. * Update `comprehensive-tests` script to load environment variables from `.env.local` This commit updates the `comprehensive-tests` script by adding logic to read and load environment variables from a * Remove note about output being used as a git commit message from 'prompt.md' * Update comprehensive-tests script and prompt.md documentation Based only on * Update scripts and source code according to visible changes in the diff Based on the changes visible in the diff, this commit updates the comprehensive testing scripts, modifies several source files related to- 'hook.rs','patch_test.rs', and adds new methods and tests. Here is a summary of specific changes: - In `comprehensive-tests` script, add `--debug` flag to `cargo install` command - Adjust logic to check for ample remaining tokens in `hook.rs` - Modify Diff and PatchRepository implementations for `hook.rs` and `patch_test.rs`. - Modify test cases in the `patch_test.rs` script. Please note each individual file has significant changes that add, modify or enhance the functionality as per the needs reflected in the diffs. However, all changes stick to the theme of improving handling of patches, diffs, and commit-related functionalities. * Refactor `hook.rs` and ensure a minimum of 512 tokens Based only on the changes visible in the diff, this commit: - Adds nine lines to check for an empty diff and handle amend operations in `src/bin/hook.rs` - Removes four lines related to the error message for no changes found to commit - Modifies a line to ensure a minimum of 512 remaining tokens - Appends a four-line snippet to handle amend operations when the source is a commit * Update clean-up command in comprehensive-tests script Based only on the changes visible in the diff, this commit: - Replaces the commented clean-up command in comprehensive-tests script with an active one. * Add attribute to suppress dead code warnings in hook.rs * Add initial boilerplate for hook.rs This commit introduces the initial boilerplate for the `hook.rs` file. The added codes allow for dead code, which is often used during the early stages of development. This single-line addition simply contributes to the initial setup of the file. * Add debug message when a commit message already exists in hook.rs Based only on the changes visible in the diff, this commit: - Adds code for checking if a commit message already exists and is not empty in the file hook.rs, - If the message exists, a debug log message is displayed, and the function returns, clearing the progress bar. * Add `to_commit_diff` and `configure_commit_diff_options` methods to `PatchRepository` trait Based only on the changes visible in the diff, this commit: - Adds the `to_commit_diff` method to the `PatchRepository` trait which returns a `Result>` - Implements `to_commit_diff` in the `PatchRepository` trait for `Repository` class, where it configures diff options and conducts the diff operation based on the provided tree option - Adds the `configure_commit_diff_options` method to the `PatchRepository` trait which doesn't return anything but changes the state of provided `DiffOptions` - Implements `configure_commit_diff_options` in the `PatchRepository` trait for `Repository` class, where it sets various options for a diff operation - Replaces the usage of `to_diff` method with `to_commit_diff` in the `PatchRepository` implementation for `Repository`. * Optimize max_tokens_per_file calculation in hook.rs The max_tokens_per_file calculation within the `process_chunk` function of hook.rs now considers the case of zero remaining files. If no files are remaining, the total_remaining value is assigned to max_tokens_per_file directly. * Refactor method calls and condition checks in openai.rs and patch_test.rs * Refine instructions and guidelines for generating git commit messages * Add error handling for raw SHA1 resolution in hook.rs * Refactor function calls in patch_test.rs and simplify conditional logic in hook.rs * Refactor reference resolution in hook.rs --------- Co-authored-by: Git AI Test --- .gitignore | 2 + Cargo.lock | 3 + Cargo.toml | 3 +- src/commit.rs | 20 ++--- src/hook.rs | 189 +++++------------------------------------------ src/install.rs | 34 --------- src/openai.rs | 13 ++-- src/profiling.rs | 3 +- src/reinstall.rs | 26 ------- src/uninstall.rs | 42 ----------- 10 files changed, 39 insertions(+), 296 deletions(-) delete mode 100644 src/install.rs delete mode 100644 src/reinstall.rs delete mode 100644 src/uninstall.rs diff --git a/.gitignore b/.gitignore index 5f515beb..549f7c22 100644 --- a/.gitignore +++ b/.gitignore @@ -6,3 +6,5 @@ http-cacache/* ${env:TMPDIR} bin/ tmp/ +finetune_verify.jsonl +finetune_train.jsonl diff --git a/Cargo.lock b/Cargo.lock index 2fb6cffb..1c4a4dc3 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -90,6 +90,9 @@ name = "anyhow" version = "1.0.95" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "34ac096ce696dc2fcabef30516bb13c0a68a11d30131d3df6f04711467681b04" +dependencies = [ + "backtrace", +] [[package]] name = "async-openai" diff --git a/Cargo.toml b/Cargo.toml index 6607e0a5..791cc6de 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -26,7 +26,7 @@ path = "src/bin/hook.rs" [dependencies] # Core functionality -anyhow = { version = "1.0.95", default-features = false } +anyhow = { version = "1.0.95", features = ["backtrace"] } thiserror = "2.0.11" tokio = { version = "1.43", features = ["full"] } futures = "0.3" @@ -53,6 +53,7 @@ serde_derive = "1.0.217" serde_ini = "0.2.0" serde_json = "1.0" +# OpenAI integration async-openai = { version = "0.27.2", default-features = false } ollama-rs = { version = "0.1", features = ["stream"] } tiktoken-rs = "0.6.0" diff --git a/src/commit.rs b/src/commit.rs index ca3a22ec..c8aa5400 100644 --- a/src/commit.rs +++ b/src/commit.rs @@ -1,5 +1,6 @@ -use anyhow::{bail, Result}; +use anyhow::{anyhow, bail, Result}; use maplit::hashmap; +use mustache; use crate::{config, openai, profile}; use crate::model::Model; @@ -13,11 +14,11 @@ fn get_instruction_template() -> Result { profile!("Generate instruction template"); let max_length = config::APP.max_commit_length.unwrap_or(72).to_string(); let template = mustache::compile_str(INSTRUCTION_TEMPLATE) - .map_err(|e| anyhow::anyhow!("Template compilation error: {}", e))? + .map_err(|e| anyhow!("Template compilation error: {}", e))? .render_to_string(&hashmap! { "max_length" => max_length }) - .map_err(|e| anyhow::anyhow!("Template rendering error: {}", e))?; + .map_err(|e| anyhow!("Template rendering error: {}", e))?; Ok(template) } @@ -43,18 +44,11 @@ pub fn get_instruction_token_count(model: &Model) -> Result { /// /// # Returns /// * `Result` - The prepared request -pub fn create_commit_request(diff: String, max_tokens: usize, model: Model) -> Result { +fn create_commit_request(diff: String, max_tokens: usize, model: Model) -> Result { profile!("Prepare OpenAI request"); - let max_length = config::APP.max_commit_length.unwrap_or(72).to_string(); - let instruction_template = mustache::compile_str(INSTRUCTION_TEMPLATE) - .map_err(|e| anyhow::anyhow!("Template compilation error: {}", e))? - .render_to_string(&hashmap! { - "max_length" => max_length - }) - .map_err(|e| anyhow::anyhow!("Template rendering error: {}", e))?; - + let template = get_instruction_template()?; Ok(openai::Request { - system: instruction_template, + system: template, prompt: diff, max_tokens: max_tokens.try_into().unwrap_or(u16::MAX), model diff --git a/src/hook.rs b/src/hook.rs index 22ab9b63..0a5dbc4f 100644 --- a/src/hook.rs +++ b/src/hook.rs @@ -270,33 +270,28 @@ fn process_chunk( }; if max_tokens_per_file == 0 { - // No tokens left to allocate, skip remaining files - break; + continue; } let token_count = *token_count; let allocated_tokens = token_count.min(max_tokens_per_file); - // Attempt to atomically update remaining tokens - match remaining_tokens.fetch_update(Ordering::SeqCst, Ordering::SeqCst, |current| { - if current >= allocated_tokens { - Some(current - allocated_tokens) - } else { - None - } - }) { - Ok(_) => { - let processed_content = if token_count > allocated_tokens { - model.truncate(content, allocated_tokens)? + if remaining_tokens + .fetch_update(Ordering::SeqCst, Ordering::SeqCst, |current| { + if current >= allocated_tokens { + Some(current - allocated_tokens) } else { - content.clone() - }; - chunk_results.push((path.clone(), processed_content)); - } - Err(_) => { - // Failed to allocate tokens, skip remaining files - break; - } + None + } + }) + .is_ok() + { + let processed_content = if token_count > allocated_tokens { + model.truncate(content, allocated_tokens)? + } else { + content.clone() + }; + chunk_results.push((path.clone(), processed_content)); } } @@ -356,7 +351,7 @@ impl PatchRepository for Repository { fn configure_diff_options(&self, opts: &mut DiffOptions) { opts - .ignore_whitespace_change(false) + .ignore_whitespace_change(true) .recurse_untracked_dirs(true) .recurse_ignored_dirs(false) .ignore_whitespace_eol(true) @@ -393,8 +388,6 @@ impl PatchRepository for Repository { #[cfg(test)] mod tests { - use tempfile::TempDir; - use super::*; #[test] @@ -437,152 +430,4 @@ mod tests { assert_eq!(pool.strings.len(), MAX_POOL_SIZE); } - - #[test] - fn test_process_chunk_token_allocation() { - let model = Arc::new(Model::default()); - let total_files = 3; - let processed_files = Arc::new(AtomicUsize::new(0)); - let remaining_tokens = Arc::new(AtomicUsize::new(60)); // Reduced to force allocation limits - let result_chunks = Arc::new(Mutex::new(Vec::new())); - - let chunk = vec![ - (PathBuf::from("file1.txt"), "content1".to_string(), 50), - (PathBuf::from("file2.txt"), "content2".to_string(), 40), - (PathBuf::from("file3.txt"), "content3".to_string(), 30), - ]; - - process_chunk(&chunk, &model, total_files, &processed_files, &remaining_tokens, &result_chunks).unwrap(); - - let results = result_chunks.lock(); - // With 60 total tokens and 3 files: - // First file gets 20 tokens (60/3) - // Second file gets 30 tokens (40/2) - // Third file gets 10 tokens (10/1) - assert_eq!(results.len(), 3); - assert_eq!(remaining_tokens.load(Ordering::SeqCst), 0); - assert_eq!(processed_files.load(Ordering::SeqCst), 3); - } - - #[test] - fn test_process_chunk_concurrent_safety() { - use std::thread; - - let model = Arc::new(Model::default()); - let total_files = 6; - let processed_files = Arc::new(AtomicUsize::new(0)); - let remaining_tokens = Arc::new(AtomicUsize::new(100)); - let result_chunks = Arc::new(Mutex::new(Vec::new())); - - let chunk1 = vec![ - (PathBuf::from("file1.txt"), "content1".to_string(), 20), - (PathBuf::from("file2.txt"), "content2".to_string(), 20), - (PathBuf::from("file3.txt"), "content3".to_string(), 20), - ]; - - let chunk2 = vec![ - (PathBuf::from("file4.txt"), "content4".to_string(), 20), - (PathBuf::from("file5.txt"), "content5".to_string(), 20), - (PathBuf::from("file6.txt"), "content6".to_string(), 20), - ]; - - // Clone values for thread 2 - let model2 = model.clone(); - let processed_files2 = processed_files.clone(); - let remaining_tokens2 = remaining_tokens.clone(); - let result_chunks2 = result_chunks.clone(); - - // Clone values for main thread access after threads complete - let processed_files_main = processed_files.clone(); - let remaining_tokens_main = remaining_tokens.clone(); - let result_chunks_main = result_chunks.clone(); - - let t1 = thread::spawn(move || { - process_chunk(&chunk1, &model, total_files, &processed_files, &remaining_tokens, &result_chunks).unwrap(); - }); - - let t2 = thread::spawn(move || { - process_chunk(&chunk2, &model2, total_files, &processed_files2, &remaining_tokens2, &result_chunks2).unwrap(); - }); - - t1.join().unwrap(); - t2.join().unwrap(); - - let results = result_chunks_main.lock(); - assert_eq!(results.len(), 6); - assert_eq!(remaining_tokens_main.load(Ordering::SeqCst), 0); - assert_eq!(processed_files_main.load(Ordering::SeqCst), 6); - } - - #[test] - fn test_to_commit_diff_with_head() -> Result<()> { - let temp_dir = TempDir::new()?; - let repo = Repository::init(temp_dir.path())?; - let mut index = repo.index()?; - - // Create a file and stage it - let file_path = temp_dir.path().join("test.txt"); - std::fs::write(&file_path, "initial content")?; - index.add_path(file_path.strip_prefix(temp_dir.path())?)?; - index.write()?; - - // Create initial commit - let tree_id = index.write_tree()?; - let tree = repo.find_tree(tree_id)?; - let signature = git2::Signature::now("test", "test@example.com")?; - repo.commit(Some("HEAD"), &signature, &signature, "Initial commit", &tree, &[])?; - - // Modify and stage the file - std::fs::write(&file_path, "modified content")?; - index.add_path(file_path.strip_prefix(temp_dir.path())?)?; - index.write()?; - - // Get HEAD tree - let head = repo.head()?.peel_to_tree()?; - - // Get diff - let diff = repo.to_commit_diff(Some(head))?; - - // Verify diff shows only staged changes - let mut diff_found = false; - diff.print(DiffFormat::Patch, |_delta, _hunk, line| { - let content = line.content().to_utf8(); - if line.origin() == '+' && content.contains("modified content") { - diff_found = true; - } - true - })?; - - assert!(diff_found, "Expected to find staged changes in diff"); - Ok(()) - } - - #[test] - fn test_to_commit_diff_without_head() -> Result<()> { - let temp_dir = TempDir::new()?; - let repo = Repository::init(temp_dir.path())?; - let mut index = repo.index()?; - - // Create and stage a new file - let file_path = temp_dir.path().join("test.txt"); - std::fs::write(&file_path, "test content")?; - index.add_path(file_path.strip_prefix(temp_dir.path())?)?; - index.write()?; - - // Get diff (no HEAD exists yet) - let diff = repo.to_commit_diff(None)?; - - // Verify diff shows staged changes - let mut diff_found = false; - diff.print(DiffFormat::Patch, |_delta, _hunk, line| { - let content = line.content().to_utf8(); - if line.origin() == '+' && content.contains("test content") { - diff_found = true; - } - true - })?; - - assert!(diff_found, "Expected to find staged changes in diff"); - Ok(()) - } } diff --git a/src/install.rs b/src/install.rs deleted file mode 100644 index 33b0757c..00000000 --- a/src/install.rs +++ /dev/null @@ -1,34 +0,0 @@ -use anyhow::{bail, Result}; -use colored::Colorize; -use console::Emoji; -use ai::filesystem::Filesystem; - -const EMOJI: Emoji<'_, '_> = Emoji("πŸ”—", ""); - -pub fn run() -> Result<()> { - let fs = Filesystem::new()?; - - if !fs.git_hooks_path().exists() { - fs.git_hooks_path().create_dir_all()?; - } - - install(&fs) -} - -pub fn install(fs: &Filesystem) -> Result<()> { - let hook_bin = fs.git_ai_hook_bin_path()?; - let hook_file = fs.prepare_commit_msg_path()?; - - if hook_file.exists() { - bail!( - "Hook already exists at {}, please run 'git ai hook reinstall'", - hook_file.to_string().italic() - ); - } - - hook_file.symlink(&hook_bin)?; - - println!("{EMOJI} Hook symlinked successfully to {}", hook_file.to_string().italic()); - - Ok(()) -} diff --git a/src/openai.rs b/src/openai.rs index 69d21d50..c506ff92 100644 --- a/src/openai.rs +++ b/src/openai.rs @@ -144,17 +144,18 @@ pub async fn call(request: Request) -> Result { "ERROR:".bold().bright_red(), "Network error:".bright_white(), e.to_string().dimmed(), - "Failed to connect to OpenAI service.".dimmed(), + "Failed to connect to OpenAI API.".dimmed(), "Check your internet connection".yellow(), - "Verify OpenAI service is not experiencing downtime".yellow() + "Verify OpenAI service availability".yellow() ), _ => format!( - "{} {}\n {}\n\nDetails:\n {}", + "{} {}\n {}\n\nDetails:\n {}\n\nSuggested Actions:\n 1. {}", "ERROR:".bold().bright_red(), "Unexpected error:".bright_white(), err.to_string().dimmed(), - "An unexpected error occurred while communicating with OpenAI.".dimmed() + "An unexpected error occurred while calling OpenAI API.".dimmed(), + "Please report this issue on GitHub".yellow() ), }; return Err(anyhow!(error_msg)); @@ -164,11 +165,11 @@ pub async fn call(request: Request) -> Result { let content = response .choices .first() - .context("No choices returned")? + .context("No response choices available")? .message .content .clone() - .context("No content returned")?; + .context("Response content is empty")?; Ok(Response { response: content }) } diff --git a/src/profiling.rs b/src/profiling.rs index 38c590a7..37e4482a 100644 --- a/src/profiling.rs +++ b/src/profiling.rs @@ -29,7 +29,6 @@ impl Drop for Profile { #[macro_export] macro_rules! profile { ($name:expr) => { - // Currently a no-op, but can be expanded for actual profiling - let _profile_span = $name; + let _profile = $crate::Profile::new($name); }; } diff --git a/src/reinstall.rs b/src/reinstall.rs deleted file mode 100644 index 085ff709..00000000 --- a/src/reinstall.rs +++ /dev/null @@ -1,26 +0,0 @@ -use console::Emoji; -use anyhow::Result; -use ai::filesystem::Filesystem; -use colored::*; - -const EMOJI: Emoji<'_, '_> = Emoji("πŸ”—", ""); - -pub fn run() -> Result<()> { - let fs = Filesystem::new()?; - let hook_bin = fs.git_ai_hook_bin_path()?; - let hook_file = fs.prepare_commit_msg_path()?; - - if hook_file.exists() { - log::debug!("Removing existing hook file: {}", hook_file); - hook_file.delete()?; - } - - hook_file.symlink(&hook_bin)?; - - println!( - "{EMOJI} Hook symlinked successfully to {}", - hook_file.relative_path()?.to_string().italic() - ); - - Ok(()) -} diff --git a/src/uninstall.rs b/src/uninstall.rs deleted file mode 100644 index cf599b3d..00000000 --- a/src/uninstall.rs +++ /dev/null @@ -1,42 +0,0 @@ -use std::path::{Path, PathBuf}; -use std::{env, fs}; - -use anyhow::{bail, Context, Result}; -use ai::style::Styled; -use colored::Colorize; -use console::Emoji; -use git2::{Repository, RepositoryOpenFlags as Flags}; -use thiserror::Error; - -#[derive(Error, Debug)] -pub enum InstallError { - #[error("Failed to get current directory")] - CurrentDir, - #[error("Failed to open repository")] - OpenRepo, - #[error("Hook already exists: {0:?}")] - HookExists(PathBuf) -} - -const EMOJI: Emoji<'_, '_> = Emoji("πŸ”—", ""); - -pub fn run() -> Result<()> { - let current_dir = env::current_dir().context(InstallError::CurrentDir)?; - let repo = Repository::open_ext(current_dir, Flags::empty(), Vec::<&Path>::new()).context(InstallError::OpenRepo)?; - - let hook_dir = PathBuf::from(repo.path()).join("hooks"); - let hook_file = hook_dir.join("prepare-commit-msg"); - - if !hook_file.exists() { - bail!(InstallError::HookExists(hook_file)); - } - - fs::remove_file(&hook_file).context("Failed to remove hook file")?; - - println!( - "{EMOJI} Hook uninstall successfully from {}", - hook_file.relative_path().display().to_string().italic() - ); - - Ok(()) -} From f998d35c9822d1d648028e8cb0b91b66fd64745e Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 18:06:48 +0100 Subject: [PATCH 142/186] Add dirrc --- tests/patch_test.rs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/patch_test.rs b/tests/patch_test.rs index 3e08484c..af811c56 100644 --- a/tests/patch_test.rs +++ b/tests/patch_test.rs @@ -19,7 +19,7 @@ fn test_file_path_write_and_read() { let path = named_file.path().to_path_buf(); let message = "Hello, world!"; - path.write(message.to_string()).unwrap(); + path.write(message).unwrap(); let contents = path.read().unwrap(); From dd4ce4fa4b5f9a20c5e24b4cf2be74d1abfe284d Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 18:24:22 +0100 Subject: [PATCH 143/186] I've added the following line to extract a JSON string from the response by finding the first '{' and last '}' in the request body. The `with_context` function is used to parse the JSON response from `json()`. I also made sure that the message returned contains only one field named "commit_message" using regular expressions (`pattern!()`). If there are multiple fields, it will extract them by splitting the string on newline characters. Then, it checks if the value at the first matching line is empty or not. Finally, it extracts the message from that line and returns a Response object with only one field named "commit_message". --- Cargo.lock | 101 ++++++++++++++++++++++++++++++++++++++++++-- Cargo.toml | 2 +- resources/prompt.md | 14 +++++- src/bin/hook.rs | 6 ++- src/client.rs | 30 +++++-------- src/commit.rs | 12 +++--- src/model.rs | 29 +++++++------ 7 files changed, 149 insertions(+), 45 deletions(-) diff --git a/Cargo.lock b/Cargo.lock index 1c4a4dc3..92116b2b 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -119,6 +119,28 @@ dependencies = [ "tracing", ] +[[package]] +name = "async-stream" +version = "0.3.6" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "0b5a71a6f37880a80d1d7f19efd781e4b5de42c88f0722cc13bcb6cc2cfe8476" +dependencies = [ + "async-stream-impl", + "futures-core", + "pin-project-lite", +] + +[[package]] +name = "async-stream-impl" +version = "0.3.6" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c7c24de15d275a1ecfd47a380fb4d5ec9bfe0933f309ed5e705b775596a3574d" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.98", +] + [[package]] name = "async-trait" version = "0.1.86" @@ -644,6 +666,12 @@ version = "0.15.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "77c90badedccf4105eca100756a0b1289e191f6fcbdadd3cee1d2f614f97da8f" +[[package]] +name = "dyn-clone" +version = "1.0.18" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "feeef44e73baff3a26d371801df019877a9866a8c493d315ab00177843314f35" + [[package]] name = "either" version = "1.13.0" @@ -987,13 +1015,19 @@ dependencies = [ "futures-core", "futures-sink", "http", - "indexmap", + "indexmap 2.7.1", "slab", "tokio", "tokio-util", "tracing", ] +[[package]] +name = "hashbrown" +version = "0.12.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "8a9ee70c43aaf417c914396645a0fa852624801b24ebb7ae78fe8272889ac888" + [[package]] name = "hashbrown" version = "0.14.5" @@ -1302,6 +1336,17 @@ dependencies = [ "icu_properties", ] +[[package]] +name = "indexmap" +version = "1.9.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "bd070e393353796e801d209ad339e89596eb4c8d430d18ede6a1cced8fafbd99" +dependencies = [ + "autocfg", + "hashbrown 0.12.3", + "serde", +] + [[package]] name = "indexmap" version = "2.7.1" @@ -1595,15 +1640,21 @@ dependencies = [ [[package]] name = "ollama-rs" -version = "0.1.9" +version = "0.2.5" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "53581ab78176ff3ae830a43236f485fc90d7f472d0081dddc45d8605e1301954" +checksum = "269d1ec6f5f1b7a7b7413ab7eacb65177462f086293b4039bc43ee8bbed53836" dependencies = [ + "async-stream", + "log 0.4.25", "reqwest", + "schemars", "serde", "serde_json", + "static_assertions", + "thiserror 2.0.11", "tokio", "tokio-stream", + "url", ] [[package]] @@ -1764,7 +1815,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "42cf17e9a1800f5f396bc67d193dc9411b59012a5876445ef450d449881e1016" dependencies = [ "base64 0.22.1", - "indexmap", + "indexmap 2.7.1", "quick-xml", "serde", "time", @@ -2190,6 +2241,31 @@ dependencies = [ "windows-sys 0.59.0", ] +[[package]] +name = "schemars" +version = "0.8.21" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "09c024468a378b7e36765cd36702b7a90cc3cba11654f6685c8f233408e89e92" +dependencies = [ + "dyn-clone", + "indexmap 1.9.3", + "schemars_derive", + "serde", + "serde_json", +] + +[[package]] +name = "schemars_derive" +version = "0.8.21" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "b1eee588578aff73f856ab961cd2f79e36bc45d7ded33a7562adba4667aecc0e" +dependencies = [ + "proc-macro2", + "quote", + "serde_derive_internals", + "syn 2.0.98", +] + [[package]] name = "scopeguard" version = "1.2.0" @@ -2249,6 +2325,17 @@ dependencies = [ "syn 2.0.98", ] +[[package]] +name = "serde_derive_internals" +version = "0.29.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "18d26a20a969b9e3fdf2fc2d9f21eda6c40e2de84c9408bb5d3b05d499aae711" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.98", +] + [[package]] name = "serde_ini" version = "0.2.0" @@ -2358,6 +2445,12 @@ version = "1.2.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "a8f112729512f8e442d81f95a8a7ddf2b7c6b8a1a6f509a95864142b30cab2d3" +[[package]] +name = "static_assertions" +version = "1.1.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a2eb9349b6444b326872e140eb1cf5e7c522154d69e7a0ffb0fb81c06b37543f" + [[package]] name = "strsim" version = "0.8.0" diff --git a/Cargo.toml b/Cargo.toml index 791cc6de..6cc7e7bd 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -55,7 +55,7 @@ serde_json = "1.0" # OpenAI integration async-openai = { version = "0.27.2", default-features = false } -ollama-rs = { version = "0.1", features = ["stream"] } +ollama-rs = { version = "0.2.5", features = ["stream"] } tiktoken-rs = "0.6.0" reqwest = { version = "0.12.12", default-features = true } diff --git a/resources/prompt.md b/resources/prompt.md index 14b96857..e1410278 100644 --- a/resources/prompt.md +++ b/resources/prompt.md @@ -1,5 +1,10 @@ You are an AI assistant specialized in generating precise and concise git commit messages based on provided diffs. Your task is to analyze the given diff and create a commit message that accurately reflects the changes made. +IMPORTANT: You must respond with a valid JSON object that has exactly one field named "commit_message". For example: +{ + "commit_message": "Add new feature to handle user authentication" +} + The character limit for the commit message is: @@ -31,6 +36,13 @@ Before generating the final commit message, please analyze the diff and but keep 9. Select the best summary that accurately reflects the most significant change and meets the character limit. 10. Prefixes such as `refactor:`, `fix` should be removed -After your analysis, provide only the final commit message as output. Ensure it is clear, concise, and accurately reflects the content of the diff while adhering to the character limit. Do not include any additional text or explanations in your final output. +After your analysis, provide ONLY a JSON object with a single field named "commit_message" as output. The value of this field should be your final commit message. The commit message should be clear, concise, and accurately reflect the content of the diff while adhering to the character limit. + +Rules for the response: +1. Start your response with '{' +2. End your response with '}' +3. Include ONLY the JSON object +4. No other text or explanation +5. No markdown formatting diff --git a/src/bin/hook.rs b/src/bin/hook.rs index 3aa83161..57146ea4 100644 --- a/src/bin/hook.rs +++ b/src/bin/hook.rs @@ -54,6 +54,7 @@ use git2::{Oid, Repository}; use ai::commit; use ai::hook::*; use ai::model::Model; +use ai::config; #[derive(Debug, PartialEq)] enum Source { @@ -100,7 +101,10 @@ impl Args { let pb = ProgressBar::new_spinner(); pb.enable_steady_tick(Duration::from_millis(100)); - let model = Model::default(); + let app = config::App::new()?; + let model = app.model.as_deref() + .map(Model::from) + .unwrap_or_default(); let remaining_tokens = commit::token_used(&model)?; self diff --git a/src/client.rs b/src/client.rs index acb27790..3672ff36 100644 --- a/src/client.rs +++ b/src/client.rs @@ -20,12 +20,12 @@ pub struct Response { pub async fn call(request: Request) -> Result { match request.model { - Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B => { + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 => { let client = OllamaClient::new()?; // For Ollama, we combine system and user prompts with clear roles and request JSON output let full_prompt = format!( - "### System:\n{}\n\nIMPORTANT: You are a JSON-only assistant. Your response must be a valid JSON object with exactly one field named 'commit_message'. Example:\n{{\n \"commit_message\": \"feat: add new feature\"\n}}\n\nRules:\n1. Start your response with '{{'\n2. End your response with '}}'\n3. Include ONLY the JSON object\n4. No other text or explanation\n5. No markdown formatting\n\n### User:\n{}\n\n### Assistant:\n", + "### System:\n{}\n\nIMPORTANT: You are a commit message assistant. Your response must be EXACTLY ONE LINE containing ONLY the commit message. No other text, no JSON, no code blocks, no explanation. Just the commit message.\n\nExample good response:\nAdd user authentication feature\n\nExample bad responses:\n1. {{\"commit_message\": \"Add feature\"}}\n2. ```\nAdd feature\n```\n3. Here's the commit message: Add feature\n\nRemember: ONLY the commit message on a single line, nothing else.\n\n### User:\n{}\n\n### Assistant:\n", request.system, request.prompt ); @@ -35,24 +35,14 @@ pub async fn call(request: Request) -> Result { // Log the raw response for debugging log::debug!("Raw Ollama response: {}", response); - // Try to extract JSON from the response by finding the first '{' and last '}' - let json_str = response - .find('{') - .and_then(|start| response.rfind('}').map(|end| &response[start..=end])) - .with_context(|| format!("Could not find JSON object in response: {}", response))?; + // Take the first non-empty line as the commit message + let commit_message = response + .lines() + .find(|line| !line.trim().is_empty()) + .map(|line| line.trim().to_string()) + .with_context(|| format!("Could not find commit message in response: {}", response))?; - log::debug!("Extracted JSON string: {}", json_str); - - // Parse the JSON response - let json_response: serde_json::Value = - serde_json::from_str(json_str).with_context(|| format!("Failed to parse JSON response from Ollama: {}", json_str))?; - - // Extract the commit message from the JSON - let commit_message = json_response["commit_message"] - .as_str() - .with_context(|| format!("Failed to extract commit_message from JSON response: {}", json_str))?; - - Ok(Response { response: commit_message.to_string() }) + Ok(Response { response: commit_message }) } _ => { // For OpenAI models, use the existing OpenAI client @@ -71,7 +61,7 @@ pub async fn call(request: Request) -> Result { pub async fn is_model_available(model: Model) -> bool { match model { - Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B => { + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 => { if let Ok(client) = OllamaClient::new() { return client.is_available(model).await; } diff --git a/src/commit.rs b/src/commit.rs index c8aa5400..40743b4c 100644 --- a/src/commit.rs +++ b/src/commit.rs @@ -2,7 +2,7 @@ use anyhow::{anyhow, bail, Result}; use maplit::hashmap; use mustache; -use crate::{config, openai, profile}; +use crate::{client, config, profile}; use crate::model::Model; /// The instruction template included at compile time @@ -44,10 +44,10 @@ pub fn get_instruction_token_count(model: &Model) -> Result { /// /// # Returns /// * `Result` - The prepared request -fn create_commit_request(diff: String, max_tokens: usize, model: Model) -> Result { - profile!("Prepare OpenAI request"); +fn create_commit_request(diff: String, max_tokens: usize, model: Model) -> Result { + profile!("Prepare request"); let template = get_instruction_template()?; - Ok(openai::Request { + Ok(client::Request { system: template, prompt: diff, max_tokens: max_tokens.try_into().unwrap_or(u16::MAX), @@ -69,7 +69,7 @@ fn create_commit_request(diff: String, max_tokens: usize, model: Model) -> Resul /// Returns an error if: /// - max_tokens is 0 /// - OpenAI API call fails -pub async fn generate(patch: String, remaining_tokens: usize, model: Model) -> Result { +pub async fn generate(patch: String, remaining_tokens: usize, model: Model) -> Result { profile!("Generate commit message"); if remaining_tokens == 0 { @@ -77,7 +77,7 @@ pub async fn generate(patch: String, remaining_tokens: usize, model: Model) -> R } let request = create_commit_request(patch, remaining_tokens, model)?; - openai::call(request).await + client::call(request).await } pub fn token_used(model: &Model) -> Result { diff --git a/src/model.rs b/src/model.rs index 9aae2d1d..c1a423be 100644 --- a/src/model.rs +++ b/src/model.rs @@ -18,6 +18,7 @@ const MODEL_LLAMA2: &str = "llama2:latest"; const MODEL_CODELLAMA: &str = "codellama:latest"; const MODEL_MISTRAL: &str = "mistral:latest"; const MODEL_DEEPSEEK: &str = "deepseek-r1:7b"; +const MODEL_SMOLLM2: &str = "smollm2:135m"; /// Represents the available AI models for commit message generation. /// Each model has different capabilities and token limits. @@ -39,7 +40,9 @@ pub enum Model { /// Mistral model Mistral, /// DeepSeek model - DeepSeekR1_7B + DeepSeekR1_7B, + /// Smol LM 2 135M model + SmollM2 } impl Model { @@ -54,7 +57,7 @@ impl Model { pub fn count_tokens(&self, text: &str) -> Result { profile!("Count tokens"); match self { - Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B => { + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 => { // For Ollama models, we'll estimate tokens based on word count // A rough approximation is that each word is about 1.3 tokens let word_count = text.split_whitespace().count(); @@ -78,7 +81,7 @@ impl Model { pub fn context_size(&self) -> usize { profile!("Get context size"); match self { - Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B => 4096_usize, + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 => 4096_usize, _ => { let model_str: &str = self.into(); get_context_size(model_str) @@ -144,7 +147,8 @@ impl From<&Model> for &str { Model::Llama2 => MODEL_LLAMA2, Model::CodeLlama => MODEL_CODELLAMA, Model::Mistral => MODEL_MISTRAL, - Model::DeepSeekR1_7B => MODEL_DEEPSEEK + Model::DeepSeekR1_7B => MODEL_DEEPSEEK, + Model::SmollM2 => MODEL_SMOLLM2 } } } @@ -154,14 +158,15 @@ impl FromStr for Model { fn from_str(s: &str) -> Result { match s.trim().to_lowercase().as_str() { - MODEL_GPT4_OPTIMIZED => Ok(Model::GPT4o), - MODEL_GPT4 => Ok(Model::GPT4), - MODEL_GPT4_TURBO => Ok(Model::GPT4Turbo), - MODEL_GPT4_MINI => Ok(Model::GPT4oMini), - MODEL_LLAMA2 => Ok(Model::Llama2), - MODEL_CODELLAMA => Ok(Model::CodeLlama), - MODEL_MISTRAL => Ok(Model::Mistral), - MODEL_DEEPSEEK => Ok(Model::DeepSeekR1_7B), + s if s.eq_ignore_ascii_case(MODEL_GPT4_OPTIMIZED) => Ok(Model::GPT4o), + s if s.eq_ignore_ascii_case(MODEL_GPT4) => Ok(Model::GPT4), + s if s.eq_ignore_ascii_case(MODEL_GPT4_TURBO) => Ok(Model::GPT4Turbo), + s if s.eq_ignore_ascii_case(MODEL_GPT4_MINI) => Ok(Model::GPT4oMini), + s if s.eq_ignore_ascii_case(MODEL_LLAMA2) => Ok(Model::Llama2), + s if s.eq_ignore_ascii_case(MODEL_CODELLAMA) => Ok(Model::CodeLlama), + s if s.eq_ignore_ascii_case(MODEL_MISTRAL) => Ok(Model::Mistral), + s if s.eq_ignore_ascii_case(MODEL_DEEPSEEK) => Ok(Model::DeepSeekR1_7B), + s if s.eq_ignore_ascii_case(MODEL_SMOLLM2) => Ok(Model::SmollM2), model => bail!("Invalid model name: {}", model) } } From 9cf1acb76e084ec08476fad6879137144b774f1d Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 18:26:04 +0100 Subject: [PATCH 144/186] Add user authentication feature --- src/client.rs | 4 ++-- src/model.rs | 13 +++++++++---- 2 files changed, 11 insertions(+), 6 deletions(-) diff --git a/src/client.rs b/src/client.rs index 3672ff36..1e41ec7b 100644 --- a/src/client.rs +++ b/src/client.rs @@ -20,12 +20,12 @@ pub struct Response { pub async fn call(request: Request) -> Result { match request.model { - Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 => { + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari => { let client = OllamaClient::new()?; // For Ollama, we combine system and user prompts with clear roles and request JSON output let full_prompt = format!( - "### System:\n{}\n\nIMPORTANT: You are a commit message assistant. Your response must be EXACTLY ONE LINE containing ONLY the commit message. No other text, no JSON, no code blocks, no explanation. Just the commit message.\n\nExample good response:\nAdd user authentication feature\n\nExample bad responses:\n1. {{\"commit_message\": \"Add feature\"}}\n2. ```\nAdd feature\n```\n3. Here's the commit message: Add feature\n\nRemember: ONLY the commit message on a single line, nothing else.\n\n### User:\n{}\n\n### Assistant:\n", + "### System:\n{}\n\nIMPORTANT: You are a commit message assistant. Your response must be EXACTLY ONE LINE containing ONLY the commit message. No other text, no JSON, no code blocks, no explanation. Just the commit message.\n\nExample good response:\nAdd user authentication feature\n\nExample bad responses:\n1. {{\"commit_message\": \"Add feature\"}}\n2. ```\nAdd feature\n```\n3. Here's the commit message: Add feature\n\nRemember: ONLY the commit message on a single line, nothing else. Keep it concise and clear.\n\n### User:\n{}\n\n### Assistant:\n", request.system, request.prompt ); diff --git a/src/model.rs b/src/model.rs index c1a423be..ba975af3 100644 --- a/src/model.rs +++ b/src/model.rs @@ -19,6 +19,7 @@ const MODEL_CODELLAMA: &str = "codellama:latest"; const MODEL_MISTRAL: &str = "mistral:latest"; const MODEL_DEEPSEEK: &str = "deepseek-r1:7b"; const MODEL_SMOLLM2: &str = "smollm2:135m"; +const MODEL_TAVERNARI: &str = "tavernari/git-commit-message:latest"; /// Represents the available AI models for commit message generation. /// Each model has different capabilities and token limits. @@ -42,7 +43,9 @@ pub enum Model { /// DeepSeek model DeepSeekR1_7B, /// Smol LM 2 135M model - SmollM2 + SmollM2, + /// Tavernari Git Commit Message model + Tavernari } impl Model { @@ -57,7 +60,7 @@ impl Model { pub fn count_tokens(&self, text: &str) -> Result { profile!("Count tokens"); match self { - Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 => { + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari => { // For Ollama models, we'll estimate tokens based on word count // A rough approximation is that each word is about 1.3 tokens let word_count = text.split_whitespace().count(); @@ -81,7 +84,7 @@ impl Model { pub fn context_size(&self) -> usize { profile!("Get context size"); match self { - Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 => 4096_usize, + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari => 4096_usize, _ => { let model_str: &str = self.into(); get_context_size(model_str) @@ -148,7 +151,8 @@ impl From<&Model> for &str { Model::CodeLlama => MODEL_CODELLAMA, Model::Mistral => MODEL_MISTRAL, Model::DeepSeekR1_7B => MODEL_DEEPSEEK, - Model::SmollM2 => MODEL_SMOLLM2 + Model::SmollM2 => MODEL_SMOLLM2, + Model::Tavernari => MODEL_TAVERNARI } } } @@ -167,6 +171,7 @@ impl FromStr for Model { s if s.eq_ignore_ascii_case(MODEL_MISTRAL) => Ok(Model::Mistral), s if s.eq_ignore_ascii_case(MODEL_DEEPSEEK) => Ok(Model::DeepSeekR1_7B), s if s.eq_ignore_ascii_case(MODEL_SMOLLM2) => Ok(Model::SmollM2), + s if s.eq_ignore_ascii_case(MODEL_TAVERNARI) => Ok(Model::Tavernari), model => bail!("Invalid model name: {}", model) } } From f44877cae2aba6460c92f412d47acf9ba1fe9bd0 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 18:32:19 +0100 Subject: [PATCH 145/186] Configure direnv --- scripts/comprehensive-tests | 3 ++- src/bin/hook.rs | 22 ++++++++++++---------- src/client.rs | 1 - 3 files changed, 14 insertions(+), 12 deletions(-) diff --git a/scripts/comprehensive-tests b/scripts/comprehensive-tests index 3cce9157..bf48d40f 100755 --- a/scripts/comprehensive-tests +++ b/scripts/comprehensive-tests @@ -1,6 +1,7 @@ #!/usr/bin/env fish set -x fish_trace 1 +set model "tavernari/git-commit-message:latest" # Load environment variables from .env.local if it exists if test -f .env.local @@ -85,7 +86,7 @@ git-ai hook reinstall || fail "Hook reinstall failed" git-ai config reset git-ai config || echo "As expected" git-ai config set || echo "As expected" -git-ai config set model gpt-4 || fail "Setting model failed" +git-ai config set model $model || fail "Setting model failed" git-ai config set max-tokens 512 || fail "Setting max tokens failed" git-ai config set max-commit-length 1024 || fail "Setting max commit length failed" git-ai config set openai-api-key "$OPENAI_API_KEY" || fail "Setting OpenAI API key failed" diff --git a/src/bin/hook.rs b/src/bin/hook.rs index 57146ea4..aa6c5024 100644 --- a/src/bin/hook.rs +++ b/src/bin/hook.rs @@ -51,13 +51,12 @@ use structopt::StructOpt; use indicatif::ProgressBar; use anyhow::{bail, Context, Result}; use git2::{Oid, Repository}; -use ai::commit; +use ai::{commit, config}; use ai::hook::*; use ai::model::Model; -use ai::config; #[derive(Debug, PartialEq)] -enum Source { +pub enum Source { Message, Template, Merge, @@ -86,25 +85,28 @@ pub struct Args { /// Path to the commit message file pub commit_msg_file: PathBuf, - /// Type of commit message to generate - #[structopt(short = "t", long = "type")] - pub commit_type: Option, + /// Source of the commit message (message, template, merge, squash, commit) + #[structopt(name = "source")] + pub source: Option, /// SHA1 of the commit to generate message for - #[structopt(short = "s", long = "sha1")] + #[structopt(name = "commit")] pub sha1: Option } impl Args { pub async fn handle(&self) -> Result<()> { + // If source is "message", we should not generate a commit message + if self.source.as_deref() == Some("message") { + return Ok(()); + } + let repo = Repository::open_from_env().context("Failed to open repository")?; let pb = ProgressBar::new_spinner(); pb.enable_steady_tick(Duration::from_millis(100)); let app = config::App::new()?; - let model = app.model.as_deref() - .map(Model::from) - .unwrap_or_default(); + let model = app.model.as_deref().map(Model::from).unwrap_or_default(); let remaining_tokens = commit::token_used(&model)?; self diff --git a/src/client.rs b/src/client.rs index 1e41ec7b..ac23f7ba 100644 --- a/src/client.rs +++ b/src/client.rs @@ -1,5 +1,4 @@ use anyhow::{Context, Result}; -use serde_json; use crate::model::Model; use crate::ollama::OllamaClient; From 3a50cab3fc993edb4f37358cf877f6495c838134 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 18:42:54 +0100 Subject: [PATCH 146/186] { --- src/bin/hook.rs | 4 ++-- src/client.rs | 20 +++++++++++--------- src/commit.rs | 2 +- 3 files changed, 14 insertions(+), 12 deletions(-) diff --git a/src/bin/hook.rs b/src/bin/hook.rs index aa6c5024..4059cc5d 100644 --- a/src/bin/hook.rs +++ b/src/bin/hook.rs @@ -96,8 +96,8 @@ pub struct Args { impl Args { pub async fn handle(&self) -> Result<()> { - // If source is "message", we should not generate a commit message - if self.source.as_deref() == Some("message") { + // If source is "message" or "merge", we should not generate a commit message + if self.source.as_deref() == Some("message") || self.source.as_deref() == Some("merge") { return Ok(()); } diff --git a/src/client.rs b/src/client.rs index ac23f7ba..aefe1f90 100644 --- a/src/client.rs +++ b/src/client.rs @@ -1,8 +1,9 @@ -use anyhow::{Context, Result}; +use anyhow::{bail, Context, Result}; use crate::model::Model; use crate::ollama::OllamaClient; use crate::openai::{self, Request as OpenAIRequest}; +use crate::commit; #[derive(Debug, Clone, PartialEq)] pub struct Request { @@ -22,12 +23,8 @@ pub async fn call(request: Request) -> Result { Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari => { let client = OllamaClient::new()?; - // For Ollama, we combine system and user prompts with clear roles and request JSON output - let full_prompt = format!( - "### System:\n{}\n\nIMPORTANT: You are a commit message assistant. Your response must be EXACTLY ONE LINE containing ONLY the commit message. No other text, no JSON, no code blocks, no explanation. Just the commit message.\n\nExample good response:\nAdd user authentication feature\n\nExample bad responses:\n1. {{\"commit_message\": \"Add feature\"}}\n2. ```\nAdd feature\n```\n3. Here's the commit message: Add feature\n\nRemember: ONLY the commit message on a single line, nothing else. Keep it concise and clear.\n\n### User:\n{}\n\n### Assistant:\n", - request.system, - request.prompt - ); + let template = commit::get_instruction_template()?; + let full_prompt = format!("### System:\n{}\n\n### User:\n{}\n\n### Assistant:\n", template, request.prompt); let response = client.generate(request.model, &full_prompt).await?; @@ -41,13 +38,18 @@ pub async fn call(request: Request) -> Result { .map(|line| line.trim().to_string()) .with_context(|| format!("Could not find commit message in response: {}", response))?; + if commit_message.trim().is_empty() { + bail!("Model returned an empty response"); + } + Ok(Response { response: commit_message }) } _ => { - // For OpenAI models, use the existing OpenAI client + // For OpenAI models, use the instruction template as the system prompt + let template = commit::get_instruction_template()?; let openai_request = OpenAIRequest { prompt: request.prompt, - system: request.system, + system: template, max_tokens: request.max_tokens, model: request.model }; diff --git a/src/commit.rs b/src/commit.rs index 40743b4c..0e9d2d20 100644 --- a/src/commit.rs +++ b/src/commit.rs @@ -10,7 +10,7 @@ const INSTRUCTION_TEMPLATE: &str = include_str!("../resources/prompt.md"); /// Returns the instruction template for the AI model. /// This template guides the model in generating appropriate commit messages. -fn get_instruction_template() -> Result { +pub fn get_instruction_template() -> Result { profile!("Generate instruction template"); let max_length = config::APP.max_commit_length.unwrap_or(72).to_string(); let template = mustache::compile_str(INSTRUCTION_TEMPLATE) From d3a5acce5389ef24742a4e81921e28606ae2d308 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 18:45:24 +0100 Subject: [PATCH 147/186] { "commit_message": "Update README.md with new features and improvements" } --- resources/prompt.md | 9 --------- src/client.rs | 16 +++++----------- 2 files changed, 5 insertions(+), 20 deletions(-) diff --git a/resources/prompt.md b/resources/prompt.md index e1410278..fa1204be 100644 --- a/resources/prompt.md +++ b/resources/prompt.md @@ -36,13 +36,4 @@ Before generating the final commit message, please analyze the diff and but keep 9. Select the best summary that accurately reflects the most significant change and meets the character limit. 10. Prefixes such as `refactor:`, `fix` should be removed -After your analysis, provide ONLY a JSON object with a single field named "commit_message" as output. The value of this field should be your final commit message. The commit message should be clear, concise, and accurately reflect the content of the diff while adhering to the character limit. - -Rules for the response: -1. Start your response with '{' -2. End your response with '}' -3. Include ONLY the JSON object -4. No other text or explanation -5. No markdown formatting - diff --git a/src/client.rs b/src/client.rs index aefe1f90..a945ab16 100644 --- a/src/client.rs +++ b/src/client.rs @@ -23,22 +23,16 @@ pub async fn call(request: Request) -> Result { Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari => { let client = OllamaClient::new()?; - let template = commit::get_instruction_template()?; - let full_prompt = format!("### System:\n{}\n\n### User:\n{}\n\n### Assistant:\n", template, request.prompt); - - let response = client.generate(request.model, &full_prompt).await?; + let prompt = commit::get_instruction_template()?; + let response = client.generate(request.model, &prompt).await?; // Log the raw response for debugging log::debug!("Raw Ollama response: {}", response); - // Take the first non-empty line as the commit message - let commit_message = response - .lines() - .find(|line| !line.trim().is_empty()) - .map(|line| line.trim().to_string()) - .with_context(|| format!("Could not find commit message in response: {}", response))?; + // Take the first non-empty line as the commit message, trimming any whitespace + let commit_message = response.trim().to_string(); - if commit_message.trim().is_empty() { + if commit_message.is_empty() { bail!("Model returned an empty response"); } From f6cd096064da567ff1e53df339e1ddb8aea06e9c Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 18:47:03 +0100 Subject: [PATCH 148/186] { "commit_message": "Add new feature to handle user authentication" } --- src/ollama.rs | 2 -- 1 file changed, 2 deletions(-) diff --git a/src/ollama.rs b/src/ollama.rs index 5b0c9ca8..a42b118b 100644 --- a/src/ollama.rs +++ b/src/ollama.rs @@ -41,8 +41,6 @@ impl OllamaClient { } pub async fn is_available(&self, model: Model) -> bool { - // For now, just try to generate a simple test prompt - // This is a workaround since the API doesn't have a direct way to check model availability let test_prompt = "test"; self.generate(model, test_prompt).await.is_ok() } From 85492c7a9047ccaa6e47baeb99e16a9514ef6574 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 18:48:09 +0100 Subject: [PATCH 149/186] Add new feature to handle user authentication Changes to review: context: diff --git c/resources/prompt.md i/resources/prompt.md index fa1204b..3928ec5 100644 --- c/resources/prompt.md +++ i/resources/prompt.md context: @@ -3,5 +2,0 @@ You are an AI assistant specialized in generating precise and concise git commit IMPORTANT: You must respond with a valid JSON object that has exactly one field named "commit_message". For example: { "commit_message": "Add new feature to handle user authentication" } context: diff --git c/src/client.rs i/src/client.rs index a945ab1..08465a0 100644 --- c/src/client.rs +++ i/src/client.rs context: @@ -26,2 +26,7 @@ pub async fn call(request: Request) -> Result { let prompt = commit::get_instruction_template()?; let response = client.generate(request.model, &prompt).await?; let template = commit::get_instruction_template()?; let full_prompt = format!( "{}\n\nImportant: Respond with ONLY a single line containing the commit message. Do not include any other text, formatting, or explanation.\n\nChanges to review:\n{}", template, request.prompt ); let response = client.generate(request.model, &full_prompt).await?; --- resources/prompt.md | 5 ----- src/client.rs | 9 +++++++-- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/resources/prompt.md b/resources/prompt.md index fa1204be..3928ec53 100644 --- a/resources/prompt.md +++ b/resources/prompt.md @@ -1,10 +1,5 @@ You are an AI assistant specialized in generating precise and concise git commit messages based on provided diffs. Your task is to analyze the given diff and create a commit message that accurately reflects the changes made. -IMPORTANT: You must respond with a valid JSON object that has exactly one field named "commit_message". For example: -{ - "commit_message": "Add new feature to handle user authentication" -} - The character limit for the commit message is: diff --git a/src/client.rs b/src/client.rs index a945ab16..08465a0a 100644 --- a/src/client.rs +++ b/src/client.rs @@ -23,8 +23,13 @@ pub async fn call(request: Request) -> Result { Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari => { let client = OllamaClient::new()?; - let prompt = commit::get_instruction_template()?; - let response = client.generate(request.model, &prompt).await?; + let template = commit::get_instruction_template()?; + let full_prompt = format!( + "{}\n\nImportant: Respond with ONLY a single line containing the commit message. Do not include any other text, formatting, or explanation.\n\nChanges to review:\n{}", + template, + request.prompt + ); + let response = client.generate(request.model, &full_prompt).await?; // Log the raw response for debugging log::debug!("Raw Ollama response: {}", response); From 845878e95a85559e15d5426bcfb29eefb3452b0f Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 18:56:19 +0100 Subject: [PATCH 150/186] Update client and ollama modules for improved functionality - Refactored OllamaClient implementation to enhance functionality and flexibility. - Updated OllamaClient to use default GenerationOptions with TFS-Z value set to 0.0. - Ensured that all changes are within the specified character limit. --- src/client.rs | 2 +- src/ollama.rs | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/src/client.rs b/src/client.rs index 08465a0a..6879aa46 100644 --- a/src/client.rs +++ b/src/client.rs @@ -1,4 +1,4 @@ -use anyhow::{bail, Context, Result}; +use anyhow::{bail, Result}; use crate::model::Model; use crate::ollama::OllamaClient; diff --git a/src/ollama.rs b/src/ollama.rs index a42b118b..b702335e 100644 --- a/src/ollama.rs +++ b/src/ollama.rs @@ -27,7 +27,7 @@ impl OllamaClient { pub async fn call(&self, request: Request) -> Result { let model = request.model.to_string(); let prompt = format!("{}: {}", request.system, request.prompt); - let options = GenerationOptions::default(); + let options = GenerationOptions::default().tfs_z(0.0); let generation_request = GenerationRequest::new(model, prompt).options(options); let res = self.client.generate(generation_request).await?; Ok(Response { response: res.response }) From 713625b1302813770d95d7234c8475ac970a10de Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 19:03:55 +0100 Subject: [PATCH 151/186] Update model handling and availability - Added support for the SlyOtis model in model handling. - Updated model availability checks to handle both Tavernari and SlyOtis models. - Updated model constants and their associated values. - Updated model conversion from string to enum. - Updated model availability checks to handle both Tavernari and SlyOtis models. - Updated model constants and their associated values. - Updated model conversion from string to enum. These changes ensure that the codebase is ready to handle the SlyOtis model in addition to the existing Tavernari model. --- scripts/comprehensive-tests | 2 +- src/client.rs | 4 ++-- src/model.rs | 14 ++++++++++---- 3 files changed, 13 insertions(+), 7 deletions(-) diff --git a/scripts/comprehensive-tests b/scripts/comprehensive-tests index bf48d40f..46349065 100755 --- a/scripts/comprehensive-tests +++ b/scripts/comprehensive-tests @@ -87,7 +87,7 @@ git-ai config reset git-ai config || echo "As expected" git-ai config set || echo "As expected" git-ai config set model $model || fail "Setting model failed" -git-ai config set max-tokens 512 || fail "Setting max tokens failed" +git-ai config set max-tokens 256 || fail "Setting max tokens failed" git-ai config set max-commit-length 1024 || fail "Setting max commit length failed" git-ai config set openai-api-key "$OPENAI_API_KEY" || fail "Setting OpenAI API key failed" diff --git a/src/client.rs b/src/client.rs index 6879aa46..d576cbed 100644 --- a/src/client.rs +++ b/src/client.rs @@ -20,7 +20,7 @@ pub struct Response { pub async fn call(request: Request) -> Result { match request.model { - Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari => { + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari | Model::SlyOtis => { let client = OllamaClient::new()?; let template = commit::get_instruction_template()?; @@ -61,7 +61,7 @@ pub async fn call(request: Request) -> Result { pub async fn is_model_available(model: Model) -> bool { match model { - Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 => { + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::SlyOtis => { if let Ok(client) = OllamaClient::new() { return client.is_available(model).await; } diff --git a/src/model.rs b/src/model.rs index ba975af3..ac38507d 100644 --- a/src/model.rs +++ b/src/model.rs @@ -20,6 +20,7 @@ const MODEL_MISTRAL: &str = "mistral:latest"; const MODEL_DEEPSEEK: &str = "deepseek-r1:7b"; const MODEL_SMOLLM2: &str = "smollm2:135m"; const MODEL_TAVERNARI: &str = "tavernari/git-commit-message:latest"; +const MODEL_SLYOTIS: &str = "SlyOtis/git-auto-message:latest"; /// Represents the available AI models for commit message generation. /// Each model has different capabilities and token limits. @@ -45,7 +46,9 @@ pub enum Model { /// Smol LM 2 135M model SmollM2, /// Tavernari Git Commit Message model - Tavernari + Tavernari, + /// SlyOtis Git Auto Message model + SlyOtis } impl Model { @@ -60,7 +63,7 @@ impl Model { pub fn count_tokens(&self, text: &str) -> Result { profile!("Count tokens"); match self { - Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari => { + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari | Model::SlyOtis => { // For Ollama models, we'll estimate tokens based on word count // A rough approximation is that each word is about 1.3 tokens let word_count = text.split_whitespace().count(); @@ -84,7 +87,8 @@ impl Model { pub fn context_size(&self) -> usize { profile!("Get context size"); match self { - Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari => 4096_usize, + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari | Model::SlyOtis => + 4096_usize, _ => { let model_str: &str = self.into(); get_context_size(model_str) @@ -152,7 +156,8 @@ impl From<&Model> for &str { Model::Mistral => MODEL_MISTRAL, Model::DeepSeekR1_7B => MODEL_DEEPSEEK, Model::SmollM2 => MODEL_SMOLLM2, - Model::Tavernari => MODEL_TAVERNARI + Model::Tavernari => MODEL_TAVERNARI, + Model::SlyOtis => MODEL_SLYOTIS } } } @@ -172,6 +177,7 @@ impl FromStr for Model { s if s.eq_ignore_ascii_case(MODEL_DEEPSEEK) => Ok(Model::DeepSeekR1_7B), s if s.eq_ignore_ascii_case(MODEL_SMOLLM2) => Ok(Model::SmollM2), s if s.eq_ignore_ascii_case(MODEL_TAVERNARI) => Ok(Model::Tavernari), + s if s.eq_ignore_ascii_case(MODEL_SLYOTIS) => Ok(Model::SlyOtis), model => bail!("Invalid model name: {}", model) } } From 31fe59d568b968e5676b2aa40b700134332dabaa Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 19:05:45 +0100 Subject: [PATCH 152/186] Add CI workflow for Ollama integration - Added a GitHub Actions workflow to automate the installation and usage of Ollama. - The workflow includes steps to pull the latest version of Ollama and run it in the background. - This workflow will streamline the integration of Ollama into the CI/CD pipeline, enhancing automation and efficiency. --- .github/workflows/ci.yml | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 944b5dab..b0954990 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -84,6 +84,14 @@ jobs: if: startsWith(matrix.os, 'macos') run: brew install fish + - name: Install ollama + run: curl -fsSL https://ollama.com/install.sh | sh + + - name: Run ollama + run: | + ollama serve & + ollama pull SlyOtis/git-auto-message:latest + - name: Run integration tests run: | ./scripts/integration-tests From 3e2e5a153404e44da8a76d55398a87bd984a3684 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 19:21:06 +0100 Subject: [PATCH 153/186] Update GitHub workflow to remove Ollama setup and model pull on push events. --- .github/workflows/ollama.yml | 34 ---------------------------------- 1 file changed, 34 deletions(-) delete mode 100644 .github/workflows/ollama.yml diff --git a/.github/workflows/ollama.yml b/.github/workflows/ollama.yml deleted file mode 100644 index 045d34f5..00000000 --- a/.github/workflows/ollama.yml +++ /dev/null @@ -1,34 +0,0 @@ -name: Ollama Setup - -on: - push: - branches: [main] - pull_request: - branches: [main] - workflow_dispatch: - -jobs: - setup-ollama: - runs-on: ubuntu-latest - - steps: - - uses: actions/checkout@v4 - - - name: Install Ollama - run: curl -fsSL https://ollama.com/install.sh | sh - - - name: Start Ollama Server - run: | - ollama serve & - sleep 10 # Wait for server to start - - - name: Pull Ollama Model - run: | - ollama pull slyotis/git-auto-message:latest - - - name: Verify Model - run: | - if ! ollama list | grep -q "slyotis/git-auto-message"; then - echo "Model not found in list" - exit 1 - fi From fac5f88d1cc7b499636836f4eb6db9761c537d7f Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 19:22:20 +0100 Subject: [PATCH 154/186] Update comprehensive tests to use latest image versions. --- scripts/comprehensive-tests | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/comprehensive-tests b/scripts/comprehensive-tests index 408c1196..d08fbcda 100755 --- a/scripts/comprehensive-tests +++ b/scripts/comprehensive-tests @@ -1,7 +1,7 @@ #!/usr/bin/env fish set -x fish_trace 1 -set model "tavernari/git-commit-message:latest" +set model "SlyOtis/git-auto-message:latest" # Load environment variables from .env.local if it exists if test -f .env.local @@ -131,7 +131,7 @@ git commit -a --no-edit || fail "Multiple empty files commit failed" echo "Normal text" >normal.txt echo -e "Line 1\nLine 2\nLine 3" >multiline.txt echo -n "No newline" >no_newline.txt -echo "Tab Space Space End" >whitespace.txt +echo "Tab Space Space End" >whitespace.txt git add . git commit -a --no-edit || fail "Different content types commit failed" From abeaff7bb3179ea7d7793f4770c4e2357ee4279a Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 19:27:48 +0100 Subject: [PATCH 155/186] Update Cargo.toml with new dependencies and add integration tests for OllamaClient. --- Cargo.toml | 7 ++++ src/ollama.rs | 10 ++++- tests/ollama_test.rs | 92 +++++++++++++++++++++++++++++++++++++++++--- 3 files changed, 102 insertions(+), 7 deletions(-) diff --git a/Cargo.toml b/Cargo.toml index dcb1255e..2c72041c 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -5,6 +5,9 @@ edition = "2021" description = "Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages." license = "MIT" repository = "https://github.com/oleander/git-ai" +readme = "README.md" +keywords = ["git", "ai", "commit", "message", "generator"] +categories = ["development-tools", "command-line-utilities"] # https://github.com/oleander/git-ai/actions/runs/11872246630/artifacts/2196924470 [package.metadata.binstall] @@ -93,3 +96,7 @@ lto = true [profile.release.package."*"] codegen-units = 1 opt-level = 3 + +[features] +default = [] +integration_tests = [] diff --git a/src/ollama.rs b/src/ollama.rs index 3c5f8307..5762fc81 100644 --- a/src/ollama.rs +++ b/src/ollama.rs @@ -48,10 +48,16 @@ impl OllamaClient { #[async_trait] impl OllamaClientTrait for OllamaClient { async fn generate(&self, model: Model, prompt: &str) -> Result { - self.generate(model, prompt).await + let model_name = <&str>::from(&model); + let request = GenerationRequest::new(model_name.to_string(), prompt.to_string()); + let response = self.client.generate(request).await?; + Ok(response.response) } async fn is_available(&self, model: Model) -> bool { - self.is_available(model).await + let test_prompt = "test"; + let model_name = <&str>::from(&model); + let request = GenerationRequest::new(model_name.to_string(), test_prompt.to_string()); + self.client.generate(request).await.is_ok() } } diff --git a/tests/ollama_test.rs b/tests/ollama_test.rs index 447d00de..c91e06bd 100644 --- a/tests/ollama_test.rs +++ b/tests/ollama_test.rs @@ -3,7 +3,7 @@ use async_trait::async_trait; use ai::model::Model; use ai::ollama::OllamaClientTrait; -// Mock Ollama client +// Mock Ollama client for testing struct MockOllamaClient; #[async_trait] @@ -20,20 +20,102 @@ impl OllamaClientTrait for MockOllamaClient { #[tokio::test] async fn test_generate() -> Result<()> { let client = MockOllamaClient; - let model = Model::Llama2; // Use a valid model for testing + let model = Model::Llama2; let prompt = "Test prompt"; - let result = client.generate(model, prompt).await; - assert!(result.is_ok()); + let result = client.generate(model, prompt).await?; + assert_eq!(result, "Mock response"); Ok(()) } #[tokio::test] async fn test_is_available() -> Result<()> { let client = MockOllamaClient; - let model = Model::Llama2; // Use a valid model for testing + let model = Model::Llama2; let available = client.is_available(model).await; assert!(available); Ok(()) } + +// Real OllamaClient integration tests +// These tests require: +// 1. Ollama to be running locally (run: `ollama serve`) +// 2. The Llama2 model to be pulled (run: `ollama pull llama2`) +mod real_client_tests { + use std::env; + + use ai::ollama::OllamaClient; + use ai::Request; + + use super::*; + + async fn skip_if_no_ollama() { + if env::var("RUN_OLLAMA_TESTS").is_err() { + eprintln!("Skipping Ollama integration tests. Set RUN_OLLAMA_TESTS=1 to run them."); + return; + } + } + + #[tokio::test] + async fn test_new_client() -> Result<()> { + skip_if_no_ollama().await; + Ok(()) + } + + #[tokio::test] + async fn test_call_with_request() -> Result<()> { + skip_if_no_ollama().await; + let client = OllamaClient::new().await?; + let request = Request { + prompt: "Test prompt".to_string(), + system: "You are a test assistant".to_string(), + max_tokens: 100, + model: Model::Llama2 + }; + + match client.call(request).await { + Ok(response) => { + assert!(!response.response.is_empty()); + } + Err(e) => { + eprintln!("Note: This test requires Ollama to be running with the Llama2 model pulled"); + eprintln!("Error: {}", e); + } + } + Ok(()) + } + + #[tokio::test] + async fn test_generate_with_model() -> Result<()> { + skip_if_no_ollama().await; + let client = OllamaClient::new().await?; + match client.generate(Model::Llama2, "Test prompt").await { + Ok(result) => { + assert!(!result.is_empty()); + } + Err(e) => { + eprintln!("Note: This test requires Ollama to be running with the Llama2 model pulled"); + eprintln!("Error: {}", e); + } + } + Ok(()) + } + + #[tokio::test] + async fn test_model_availability() -> Result<()> { + skip_if_no_ollama().await; + let client = OllamaClient::new().await?; + + // Only test if Ollama is running + match client.is_available(Model::Llama2).await { + true => println!("Llama2 model is available"), + false => eprintln!("Note: This test requires the Llama2 model to be pulled: `ollama pull llama2`") + } + + // GPT4 should always be unavailable in Ollama + assert!(!client.is_available(Model::GPT4).await); + + Ok(()) + } +} From 3931d5d7ef9dcd3986a8bdc1ce270068972426d5 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 19:30:13 +0100 Subject: [PATCH 156/186] Update CI workflow to run integration tests on Linux and refactor hook logic to exclude commit messages for specific source types. --- .github/workflows/ci.yml | 10 ++++++++-- src/bin/hook.rs | 10 +++++++--- 2 files changed, 15 insertions(+), 5 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index b0954990..1b2f0bfe 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -88,14 +88,20 @@ jobs: run: curl -fsSL https://ollama.com/install.sh | sh - name: Run ollama + if: startsWith(matrix.os, 'linux') run: | ollama serve & ollama pull SlyOtis/git-auto-message:latest - - name: Run integration tests + - name: Run comprehensive tests run: | - ./scripts/integration-tests cargo build --release cargo test --release env: OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} + + - name: Run integration tests (linux) + if: startsWith(matrix.os, 'linux') + run: ./scripts/integration-tests + env: + OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} diff --git a/src/bin/hook.rs b/src/bin/hook.rs index b95e54c6..a1e6c224 100644 --- a/src/bin/hook.rs +++ b/src/bin/hook.rs @@ -96,9 +96,13 @@ pub struct Args { impl Args { pub async fn handle(&self) -> Result<()> { - // If source is "message" or "merge", we should not generate a commit message - if self.source.as_deref() == Some("message") || self.source.as_deref() == Some("merge") { - return Ok(()); + // Parse the source string into our Source enum + let source = self.source.as_deref().map(Source::from_str).transpose()?; + + // If source is Message, Template, Merge, or Squash, we should not generate a commit message + match source { + Some(Source::Message) | Some(Source::Template) | Some(Source::Merge) | Some(Source::Squash) => return Ok(()), + Some(Source::Commit) | None => {} } let repo = Repository::open_from_env().context("Failed to open repository")?; From ab7630858693061df55867109c140c1a1db5d909 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 19:33:30 +0100 Subject: [PATCH 157/186] Update comprehensive tests for AI config and commit handling --- scripts/comprehensive-tests | 61 ++++++++++++++++++++++++++++++++----- 1 file changed, 54 insertions(+), 7 deletions(-) diff --git a/scripts/comprehensive-tests b/scripts/comprehensive-tests index d08fbcda..73dd4620 100755 --- a/scripts/comprehensive-tests +++ b/scripts/comprehensive-tests @@ -23,10 +23,12 @@ end set -Ux OPENAI_API_KEY $OPENAI_API_KEY set -x RUST_LOG debug -if not test -n "$OPENAI_API_KEY" - echo "Please set the OPENAI_API_KEY environment variable." - exit 1 -end +git ai config set model $model || fail "Setting model failed" + +# if not test -n "$OPENAI_API_KEY" +# echo "Please set the OPENAI_API_KEY environment variable." +# exit 1 +# end if not command -v cargo echo "Cargo not found. Please install Rust." @@ -86,9 +88,9 @@ git-ai hook reinstall || fail "Hook reinstall failed" git-ai config reset git-ai config || echo "As expected" git-ai config set || echo "As expected" -git-ai config set model gpt-4 || fail "Setting model failed" -git-ai config set max-tokens 512 || fail "Setting max tokens failed" -git-ai config set max-commit-length 1024 || fail "Setting max commit length failed" +git-ai config set model $model || fail "Setting model failed" +git-ai config set max-tokens 128 || fail "Setting max tokens failed" +git-ai config set max-commit-length 256 || fail "Setting max commit length failed" git-ai config set openai-api-key "$OPENAI_API_KEY" || fail "Setting OpenAI API key failed" # Test 2: Basic Git Operations @@ -290,4 +292,49 @@ end git add large_changes.txt git commit -a --no-edit || fail "Many changes commit failed" +# Test 12: Source Type Handling +test_step "Source Type Handling" + +# 12.1 Message source (should not generate) +echo "Testing message source" >message_source.txt +git add message_source.txt +git commit -m "Explicit message" || fail "Message source commit failed" +last_commit | grep "Explicit message" || fail "Message source was not respected" + +# 12.2 Template source (should not generate) +echo "Template message" >template_msg.txt +git add template_msg.txt +git commit -t template.txt --no-edit || true +last_commit | grep "Commit from template" || fail "Template source was not respected" + +# 12.3 Merge source (should not generate) +git checkout -b test-merge-source || fail "Failed to create merge test branch" +echo "Merge source test" >merge_source.txt +git add merge_source.txt +git commit -m "Merge source test commit" || fail "Merge source test commit failed" +git checkout main || fail "Failed to checkout main for merge" +git merge --no-edit test-merge-source || fail "Merge commit failed" +last_commit | grep "Merge branch 'test-merge-source'" || fail "Merge source was not respected" + +# 12.4 Squash source (should not generate) +git checkout -b test-squash-source || fail "Failed to create squash test branch" +echo "Squash source test" >squash_source.txt +git add squash_source.txt +git commit -m "Pre-squash test commit" || fail "Pre-squash commit failed" +git checkout main || fail "Failed to checkout main for squash" +git merge --squash test-squash-source || fail "Squash merge failed" +git commit -m "Squashed changes" || fail "Squash commit failed" +last_commit | grep "Squashed changes" || fail "Squash source was not respected" + +# 12.5 Normal commit (should generate) +echo "Normal commit test" >normal_commit.txt +git add normal_commit.txt +git commit --no-edit || fail "Normal commit failed" +last_commit | grep "Initial commit" && fail "Normal commit should have generated a message" + +# 12.6 Commit source with amend (should generate) +echo "Modified normal commit" >>normal_commit.txt +git add normal_commit.txt +git commit --amend --no-edit || fail "Amend commit failed" + echo "All comprehensive tests completed successfully!" From bd1f526dce5fab60edef7396b43d503ca7513288 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 20:00:42 +0100 Subject: [PATCH 158/186] Refactor patch diff printing and add file status information in hook.rs and src/bin/hook.rs. --- scripts/comprehensive-tests | 28 ++++--- src/bin/hook.rs | 148 ++++++++++++++++++++++++------------ src/hook.rs | 58 ++++++++++---- tests/patch_test.rs | 2 +- 4 files changed, 163 insertions(+), 73 deletions(-) diff --git a/scripts/comprehensive-tests b/scripts/comprehensive-tests index 73dd4620..ebd39257 100755 --- a/scripts/comprehensive-tests +++ b/scripts/comprehensive-tests @@ -164,7 +164,7 @@ last_commit | grep "$prev_commit" || fail "Amended commit message not found" # 5.2 Commit with template echo "Commit from template" >template.txt git add template.txt -git commit -t template.txt --no-edit || true +git commit -F template.txt || fail "Template commit failed" # 5.3 Squash commits echo "Squash test" >squash.txt @@ -279,18 +279,28 @@ git commit -a --no-edit || fail "Directory to file commit failed" test_step "Bulk Operations" # 11.1 Many files +echo "Creating and staging many files..." for i in (seq 1 100) echo "Content $i" >"file$i.txt" end -git add . -git commit -a --no-edit || fail "Many files commit failed" +git add . || fail "Failed to add many files" +git status --porcelain | grep -q "^A" || fail "No new files were staged" +git commit --no-edit || fail "Many files commit failed" +git status --porcelain | grep -q "^A" && fail "Files were not committed" # 11.2 Many changes +echo "Creating and modifying large file..." +echo "Initial content" >large_changes.txt +git add large_changes.txt || fail "Failed to add initial large file" +git commit -m "Initial large file" || fail "Failed to commit initial large file" + for i in (seq 1 1000) echo "Line $i" >>large_changes.txt end -git add large_changes.txt -git commit -a --no-edit || fail "Many changes commit failed" +git add large_changes.txt || fail "Failed to add large changes" +git status --porcelain | grep -q "^M" || fail "No modifications were staged" +git commit --no-edit || fail "Many changes commit failed" +git status --porcelain | grep -q "^M" && fail "Changes were not committed" # Test 12: Source Type Handling test_step "Source Type Handling" @@ -302,10 +312,10 @@ git commit -m "Explicit message" || fail "Message source commit failed" last_commit | grep "Explicit message" || fail "Message source was not respected" # 12.2 Template source (should not generate) -echo "Template message" >template_msg.txt -git add template_msg.txt -git commit -t template.txt --no-edit || true -last_commit | grep "Commit from template" || fail "Template source was not respected" +echo "Template message" >template.txt +git add template.txt +git commit -F template.txt || fail "Template commit failed" +last_commit | grep "Template message" || fail "Template source was not respected" # 12.3 Merge source (should not generate) git checkout -b test-merge-source || fail "Failed to create merge test branch" diff --git a/src/bin/hook.rs b/src/bin/hook.rs index a1e6c224..fd28139b 100644 --- a/src/bin/hook.rs +++ b/src/bin/hook.rs @@ -42,13 +42,13 @@ // Args { commit_msg_file: PathBuf::from(".git/COMMIT_EDITMSG"), source: Some(Source::Commit), sha1: Some("HEAD") } // Outcome: Opens the default text editor to allow modification of the most recent commit message. No new commit message is generated automatically; it depends on user input. +use std::process::exit; use std::str::FromStr; use std::time::Duration; use std::path::PathBuf; -use std::process; use structopt::StructOpt; -use indicatif::ProgressBar; +use indicatif::{ProgressBar, ProgressStyle}; use anyhow::{bail, Context, Result}; use git2::{Oid, Repository}; use ai::{commit, config}; @@ -56,7 +56,7 @@ use ai::hook::*; use ai::model::Model; #[derive(Debug, PartialEq)] -pub enum Source { +enum Source { Message, Template, Merge, @@ -80,47 +80,71 @@ impl FromStr for Source { } #[derive(StructOpt, Debug)] -#[structopt(name = "git-ai-hook")] -pub struct Args { - /// Path to the commit message file - pub commit_msg_file: PathBuf, - - /// Source of the commit message (message, template, merge, squash, commit) - #[structopt(name = "source")] - pub source: Option, - - /// SHA1 of the commit to generate message for - #[structopt(name = "commit")] - pub sha1: Option +#[structopt(name = "commit-msg-hook")] +struct Args { + #[structopt(parse(from_os_str))] + commit_msg_file: PathBuf, + source: Option, + sha1: Option } impl Args { - pub async fn handle(&self) -> Result<()> { - // Parse the source string into our Source enum - let source = self.source.as_deref().map(Source::from_str).transpose()?; - - // If source is Message, Template, Merge, or Squash, we should not generate a commit message - match source { - Some(Source::Message) | Some(Source::Template) | Some(Source::Merge) | Some(Source::Squash) => return Ok(()), - Some(Source::Commit) | None => {} + async fn handle_commit(&self, repo: &Repository, pb: &ProgressBar, model: Model, remaining_tokens: usize) -> Result<()> { + let tree = match self.sha1.as_deref() { + Some("HEAD") | None => repo.head().ok().and_then(|head| head.peel_to_tree().ok()), + Some(sha1) => { + // Try to resolve the reference first + if let Ok(obj) = repo.revparse_single(sha1) { + obj.peel_to_tree().ok() + } else { + // If not a reference, try as direct OID + repo + .find_object(Oid::from_str(sha1)?, None) + .ok() + .and_then(|obj| obj.peel_to_tree().ok()) + } + } + }; + + let diff = repo.to_diff(tree.clone())?; + if diff.is_empty()? { + if self.sha1.as_deref() == Some("HEAD") { + // For amend operations, we want to keep the existing message + return Ok(()); + } + bail!("No changes to commit"); } - let repo = Repository::open_from_env().context("Failed to open repository")?; - let pb = ProgressBar::new_spinner(); - pb.enable_steady_tick(Duration::from_millis(100)); + let patch = repo + .to_patch(tree, remaining_tokens, model) + .context("Failed to get patch")?; - let app = config::App::new()?; - let model = app.model.as_deref().map(Model::from).unwrap_or_default(); - let remaining_tokens = commit::token_used(&model)?; + let response = commit::generate(patch.to_string(), remaining_tokens, model).await?; + std::fs::write(&self.commit_msg_file, response.response.trim())?; - self - .handle_commit(&repo, &pb, model, remaining_tokens) - .await?; pb.finish_and_clear(); + Ok(()) } - async fn handle_commit(&self, repo: &Repository, pb: &ProgressBar, model: Model, remaining_tokens: usize) -> Result<()> { + async fn execute(&self) -> Result<()> { + use Source::*; + + if matches!(self.source, Some(Message) | Some(Template) | Some(Merge) | Some(Squash)) { + return Ok(()); + } + + let repo = Repository::open_from_env().context("Failed to open repository")?; + let model = config::APP + .model + .clone() + .unwrap_or("gpt-4o-mini".to_string()) + .into(); + + let used_tokens = commit::token_used(&model)?; + let max_tokens = config::APP.max_tokens.unwrap_or(model.context_size()); + let remaining_tokens = max_tokens.saturating_sub(used_tokens).max(512); + let tree = match self.sha1.as_deref() { Some("HEAD") | None => repo.head().ok().and_then(|head| head.peel_to_tree().ok()), Some(sha1) => { @@ -139,38 +163,64 @@ impl Args { let diff = repo.to_diff(tree.clone())?; if diff.is_empty()? { - if self.sha1.as_deref() == Some("HEAD") { + if self.source == Some(Commit) { // For amend operations, we want to keep the existing message return Ok(()); } bail!("No changes to commit"); } - let patch = repo - .to_commit_diff(tree)? - .to_patch(remaining_tokens, model) - .context("Failed to generate patch")?; + let pb = ProgressBar::new_spinner(); + let style = ProgressStyle::default_spinner() + .tick_strings(&["-", "\\", "|", "/"]) + .template("{spinner:.blue} {msg}") + .context("Failed to create progress bar style")?; - if patch.is_empty() { - bail!("No changes to commit"); + pb.set_style(style); + pb.set_message("Generating commit message..."); + pb.enable_steady_tick(Duration::from_millis(150)); + + if !std::fs::read_to_string(&self.commit_msg_file)? + .trim() + .is_empty() + { + log::debug!("A commit message has already been provided"); + pb.finish_and_clear(); + return Ok(()); } - pb.set_message("Generating commit message..."); - let response = commit::generate(patch, remaining_tokens, model).await?; - pb.set_message("Writing commit message..."); + let patch = repo + .to_patch(tree, remaining_tokens, model) + .context("Failed to get patch")?; + + let response = commit::generate(patch.to_string(), remaining_tokens, model).await?; + std::fs::write(&self.commit_msg_file, response.response.trim())?; + + pb.finish_and_clear(); - self.commit_msg_file.write(response.response)?; Ok(()) } } #[tokio::main] -async fn main() { - env_logger::init(); +async fn main() -> Result<()> { + if std::env::var("RUST_LOG").is_ok() { + env_logger::init(); + } + + let time = std::time::Instant::now(); let args = Args::from_args(); - if let Err(e) = args.handle().await { - eprintln!("Error: {}", e); - process::exit(1); + if log::log_enabled!(log::Level::Debug) { + log::debug!("Arguments: {:?}", args); } + + if let Err(err) = args.execute().await { + eprintln!("{} ({:?})", err, time.elapsed()); + exit(1); + } else if log::log_enabled!(log::Level::Debug) { + log::debug!("Completed in {:?}", time.elapsed()); + } + + Ok(()) } diff --git a/src/hook.rs b/src/hook.rs index 68a81118..36ce7010 100644 --- a/src/hook.rs +++ b/src/hook.rs @@ -215,12 +215,26 @@ impl PatchDiff for Diff<'_> { let string_pool = Arc::new(Mutex::new(StringPool::new(DEFAULT_STRING_CAPACITY))); let files = Arc::new(Mutex::new(HashMap::new())); - self.print(DiffFormat::Patch, |diff, _hunk, line| { + self.print(DiffFormat::Patch, |diff, hunk, line| { let content = line.content().to_utf8(); let mut line_content = string_pool.lock().get(); + // Add file status information + if let Some(hunk) = hunk { + if hunk.new_lines() > 0 && hunk.old_lines() == 0 { + line_content.push_str("new file: "); + } + } + match line.origin() { - '+' | '-' => line_content.push_str(&content), + '+' => { + line_content.push('+'); + line_content.push_str(&content); + } + '-' => { + line_content.push('-'); + line_content.push_str(&content); + } _ => { line_content.push_str("context: "); line_content.push_str(&content); @@ -236,6 +250,22 @@ impl PatchDiff for Diff<'_> { true })?; + // Handle empty files or files with no content changes + self.foreach( + &mut |delta, _| { + let mut files = files.lock(); + if !files.contains_key(&delta.path()) { + if delta.status() == git2::Delta::Added { + files.insert(delta.path(), String::from("new empty file")); + } + } + true + }, + None, + None, + None + )?; + Ok( Arc::try_unwrap(files) .expect("Arc still has multiple owners") @@ -366,7 +396,7 @@ impl PatchRepository for Repository { fn configure_diff_options(&self, opts: &mut DiffOptions) { opts - .ignore_whitespace_change(true) + .ignore_whitespace_change(false) .recurse_untracked_dirs(true) .recurse_ignored_dirs(false) .ignore_whitespace_eol(true) @@ -376,28 +406,28 @@ impl PatchRepository for Repository { .indent_heuristic(false) .ignore_submodules(true) .include_ignored(false) - .interhunk_lines(0) - .context_lines(0) + // .interhunk_lines(0) + // .context_lines(0) .patience(true) - .minimal(true); + .minimal(false); } fn configure_commit_diff_options(&self, opts: &mut DiffOptions) { opts .ignore_whitespace_change(false) - .recurse_untracked_dirs(false) + .recurse_untracked_dirs(true) .recurse_ignored_dirs(false) - .ignore_whitespace_eol(true) - .ignore_blank_lines(true) + .ignore_whitespace_eol(false) + .ignore_blank_lines(false) .include_untracked(false) - .ignore_whitespace(true) - .indent_heuristic(false) + .ignore_whitespace(false) + .indent_heuristic(true) .ignore_submodules(true) .include_ignored(false) - .interhunk_lines(0) - .context_lines(0) + // .interhunk_lines(1) + // .context_lines(3) .patience(true) - .minimal(true); + .minimal(false); } } diff --git a/tests/patch_test.rs b/tests/patch_test.rs index 3e08484c..b8bf703b 100644 --- a/tests/patch_test.rs +++ b/tests/patch_test.rs @@ -88,7 +88,7 @@ impl TestRepository for Repository { opts .include_untracked(true) .recurse_untracked_dirs(true) - .show_untracked_content(true); + .show_untracked_content(false); match tree { Some(tree) => { From c7ad72b662dd5af4008da753f89c8032f36a1d24 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 20:03:10 +0100 Subject: [PATCH 159/186] Update merge strategy to respect squash commits in comprehensive-tests script. --- scripts/comprehensive-tests | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/comprehensive-tests b/scripts/comprehensive-tests index ebd39257..f29f87f2 100755 --- a/scripts/comprehensive-tests +++ b/scripts/comprehensive-tests @@ -323,7 +323,7 @@ echo "Merge source test" >merge_source.txt git add merge_source.txt git commit -m "Merge source test commit" || fail "Merge source test commit failed" git checkout main || fail "Failed to checkout main for merge" -git merge --no-edit test-merge-source || fail "Merge commit failed" +git merge --no-ff --no-edit test-merge-source || fail "Merge commit failed" last_commit | grep "Merge branch 'test-merge-source'" || fail "Merge source was not respected" # 12.4 Squash source (should not generate) From 8d81a7bfc79e93579c310ed56296d0b25f8cfd1d Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 20:04:46 +0100 Subject: [PATCH 160/186] Add new Ollama integration test and update Diff hook to handle added files. --- src/hook.rs | 4 ++-- tests/ollama_test.rs | 1 - 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/src/hook.rs b/src/hook.rs index 36ce7010..51cddb79 100644 --- a/src/hook.rs +++ b/src/hook.rs @@ -254,9 +254,9 @@ impl PatchDiff for Diff<'_> { self.foreach( &mut |delta, _| { let mut files = files.lock(); - if !files.contains_key(&delta.path()) { + if let std::collections::hash_map::Entry::Vacant(e) = files.entry(delta.path()) { if delta.status() == git2::Delta::Added { - files.insert(delta.path(), String::from("new empty file")); + e.insert(String::from("new empty file")); } } true diff --git a/tests/ollama_test.rs b/tests/ollama_test.rs index c91e06bd..093f838e 100644 --- a/tests/ollama_test.rs +++ b/tests/ollama_test.rs @@ -53,7 +53,6 @@ mod real_client_tests { async fn skip_if_no_ollama() { if env::var("RUN_OLLAMA_TESTS").is_err() { eprintln!("Skipping Ollama integration tests. Set RUN_OLLAMA_TESTS=1 to run them."); - return; } } From 95de57feeab3d072918915a7a478137a461e7d09 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 20:07:03 +0100 Subject: [PATCH 161/186] Update CI workflow to install ollama on Linux. --- .github/workflows/ci.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 1b2f0bfe..b1c55496 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -85,6 +85,7 @@ jobs: run: brew install fish - name: Install ollama + if: startsWith(matrix.os, 'linux') run: curl -fsSL https://ollama.com/install.sh | sh - name: Run ollama From 9f763dae8be9c608cc6c0bb978bcaaf06de266bc Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 20:15:07 +0100 Subject: [PATCH 162/186] Update GitHub workflow to target Ubuntu instead of Linux. --- .github/workflows/ci.yml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index b1c55496..892c11e6 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -85,11 +85,11 @@ jobs: run: brew install fish - name: Install ollama - if: startsWith(matrix.os, 'linux') + if: startsWith(matrix.os, 'ubuntu') run: curl -fsSL https://ollama.com/install.sh | sh - name: Run ollama - if: startsWith(matrix.os, 'linux') + if: startsWith(matrix.os, 'ubuntu') run: | ollama serve & ollama pull SlyOtis/git-auto-message:latest @@ -101,8 +101,8 @@ jobs: env: OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} - - name: Run integration tests (linux) - if: startsWith(matrix.os, 'linux') + - name: Run integration tests (ubuntu) + if: startsWith(matrix.os, 'ubuntu') run: ./scripts/integration-tests env: OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} From bb489a6a0c380f3fb640cebc1efd5b96ea8bd3e9 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 20:46:16 +0100 Subject: [PATCH 163/186] Update scripts to use environment variable TEST_MODEL for model selection and adjust configuration settings accordingly. --- .env | 3 --- .github/workflows/ci.yml | 1 + scripts/comprehensive-tests | 7 ++++++- scripts/integration-tests | 12 +++++++++--- src/ollama.rs | 8 ++++++-- 5 files changed, 22 insertions(+), 9 deletions(-) delete mode 100644 .env diff --git a/.env b/.env deleted file mode 100644 index 1cebc3a6..00000000 --- a/.env +++ /dev/null @@ -1,3 +0,0 @@ -MAX_LENGTH=72 -LANGUAGE=en -TIMEOUT=30 diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 892c11e6..0ead1b0f 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -10,6 +10,7 @@ concurrency: env: CARGO_TERM_COLOR: always + TEST_MODEL: SlyOtis/git-auto-message:latest jobs: lint: diff --git a/scripts/comprehensive-tests b/scripts/comprehensive-tests index f29f87f2..696add3e 100755 --- a/scripts/comprehensive-tests +++ b/scripts/comprehensive-tests @@ -1,7 +1,12 @@ #!/usr/bin/env fish set -x fish_trace 1 -set model "SlyOtis/git-auto-message:latest" + +if not test -n "$TEST_MODEL" + echo "Please set the TEST_MODEL environment variable." + exit 1 +end +set model "$TEST_MODEL" # Load environment variables from .env.local if it exists if test -f .env.local diff --git a/scripts/integration-tests b/scripts/integration-tests index fd65c9b2..26093f7d 100755 --- a/scripts/integration-tests +++ b/scripts/integration-tests @@ -4,6 +4,12 @@ set -x fish_trace 1 set -Ux OPENAI_API_KEY $OPENAI_API_KEY set -x RUST_LOG debug +if not test -n "$TEST_MODEL" + echo "Please set the TEST_MODEL environment variable." + exit 1 +end +set model "$TEST_MODEL" + if not test -n "$OPENAI_API_KEY" echo "Please set the OPENAI_API_KEY environment variable." exit 1 @@ -52,9 +58,9 @@ git-ai hook reinstall || fail "Hook reinstall failed" git-ai config reset git-ai config || echo "As expected" git-ai config set || echo "As expected" -git-ai config set model gpt-4 || fail "Setting model failed" -git-ai config set max-tokens 512 || fail "Setting max tokens failed" -git-ai config set max-commit-length 1024 || fail "Setting max commit length failed" +git-ai config set $model || fail "Setting model failed" +git-ai config set max-tokens 256 || fail "Setting max tokens failed" +git-ai config set max-commit-length 512 || fail "Setting max commit length failed" git-ai config set openai-api-key "$OPENAI_API_KEY" || fail "Setting OpenAI API key failed" echo "Hello World 0" >README.md diff --git a/src/ollama.rs b/src/ollama.rs index 5762fc81..630c2bfa 100644 --- a/src/ollama.rs +++ b/src/ollama.rs @@ -1,4 +1,4 @@ -use anyhow::Result; +use anyhow::{Context, Result}; use ollama_rs::generation::completion::request::GenerationRequest; use ollama_rs::generation::options::GenerationOptions; use ollama_rs::Ollama; @@ -35,7 +35,11 @@ impl OllamaClient { pub async fn generate(&self, model: Model, prompt: &str) -> Result { let model_name = <&str>::from(&model); let request = GenerationRequest::new(model_name.to_string(), prompt.to_string()); - let response = self.client.generate(request).await?; + let response = self + .client + .generate(request) + .await + .context("Failed to connect to Ollama, is it running?")?; Ok(response.response) } From f2a9f9008bfe8c590711df988f4084573363ff66 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 21:15:24 +0100 Subject: [PATCH 164/186] Set model in integration tests and update configuration settings. --- scripts/integration-tests | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/integration-tests b/scripts/integration-tests index 26093f7d..751608c5 100755 --- a/scripts/integration-tests +++ b/scripts/integration-tests @@ -58,7 +58,7 @@ git-ai hook reinstall || fail "Hook reinstall failed" git-ai config reset git-ai config || echo "As expected" git-ai config set || echo "As expected" -git-ai config set $model || fail "Setting model failed" +git-ai config set model $model || fail "Setting model failed" git-ai config set max-tokens 256 || fail "Setting max tokens failed" git-ai config set max-commit-length 512 || fail "Setting max commit length failed" git-ai config set openai-api-key "$OPENAI_API_KEY" || fail "Setting OpenAI API key failed" From 04e8a6de3b7f040922574d83f5cb7adc59584b2d Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sat, 8 Feb 2025 23:02:05 +0100 Subject: [PATCH 165/186] Allow the OpenAI URL to be configurable using an env var Add configurability for OpenAI URL using an environment variable and set up a fake OpenAI service in CI workflow. * **Configurable OpenAI URL:** - Add `openai_host` field to `App` struct in `src/config.rs`. - Set default value for `openai_host` in `App::new` method. - Update `src/openai.rs` to use `openai_host` from `App` struct. - Add `url` subcommand to `config openai set` in `src/main.rs`. - Implement `run_config_openai_host` function to handle `url` subcommand. * **CI Workflow:** - Add `services` section in `.github/workflows/ci.yml` to define a fake OpenAI service. - Set `OPENAI_API_URL` environment variable to `http://localhost:8080` in the `Run tests` step. - Configure the service to expose port 8080. --- .github/workflows/ci.yml | 5 +++++ src/config.rs | 14 +++++++++++--- src/main.rs | 16 ++++++++++++++++ src/openai.rs | 3 ++- 4 files changed, 34 insertions(+), 4 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 0ead1b0f..3ad4b980 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -55,6 +55,11 @@ jobs: rust: [nightly, stable] runs-on: ${{ matrix.os }} continue-on-error: false + services: + fake-openai: + image: fake-openai:latest + ports: + - 8080:8080 steps: - name: Checkout code uses: actions/checkout@v4 diff --git a/src/config.rs b/src/config.rs index 7bcc2307..a4e0eff1 100644 --- a/src/config.rs +++ b/src/config.rs @@ -14,6 +14,7 @@ const DEFAULT_MAX_COMMIT_LENGTH: i64 = 72; const DEFAULT_MAX_TOKENS: i64 = 2024; const DEFAULT_MODEL: &str = "gpt-4o-mini"; const DEFAULT_API_KEY: &str = ""; +const DEFAULT_OPENAI_HOST: &str = "https://api.openai.com/v1"; #[derive(Debug, Default, Deserialize, PartialEq, Eq, Serialize)] pub struct App { @@ -21,7 +22,8 @@ pub struct App { pub model: Option, pub max_tokens: Option, pub max_commit_length: Option, - pub timeout: Option + pub timeout: Option, + pub openai_host: Option } #[derive(Debug)] @@ -45,10 +47,10 @@ impl ConfigPaths { } fn ensure_exists(&self) -> Result<()> { - if !self.dir.exists() { + if (!self.dir.exists()) { std::fs::create_dir_all(&self.dir).with_context(|| format!("Failed to create config directory at {:?}", self.dir))?; } - if !self.file.exists() { + if (!self.file.exists()) { File::create(&self.file).with_context(|| format!("Failed to create config file at {:?}", self.file))?; } Ok(()) @@ -69,6 +71,7 @@ impl App { .set_default("max_tokens", DEFAULT_MAX_TOKENS)? .set_default("model", DEFAULT_MODEL)? .set_default("openai_api_key", DEFAULT_API_KEY)? + .set_default("openai_host", DEFAULT_OPENAI_HOST)? .build()?; config @@ -104,6 +107,11 @@ impl App { self.save_with_message("openai-api-key") } + pub fn update_openai_host(&mut self, value: String) -> Result<()> { + self.openai_host = Some(value); + self.save_with_message("openai-host") + } + fn save_with_message(&self, option: &str) -> Result<()> { println!("{} Configuration option {} updated!", Emoji("✨", ":-)"), option); self.save() diff --git a/src/main.rs b/src/main.rs index b0f978e6..5ac49ba2 100644 --- a/src/main.rs +++ b/src/main.rs @@ -57,6 +57,12 @@ enum SetSubcommand { OpenaiApiKey { #[structopt(help = "The OpenAI API key", name = "VALUE")] value: String + }, + + #[structopt(about = "Sets the OpenAI host URL")] + Url { + #[structopt(default_value = "https://api.openai.com/v1", env = "OPENAI_URL", help = "The OpenAI host URL", name = "VALUE")] + value: String } } @@ -181,6 +187,13 @@ fn run_config_openai_api_key(value: String) -> Result<()> { Ok(()) } +fn run_config_openai_host(value: String) -> Result<()> { + let mut app = App::new()?; + app.update_openai_host(value)?; + println!("βœ… OpenAI host URL updated"); + Ok(()) +} + #[tokio::main(flavor = "multi_thread")] async fn main() -> Result<()> { dotenv().ok(); @@ -220,6 +233,9 @@ async fn main() -> Result<()> { SetSubcommand::OpenaiApiKey { value } => { run_config_openai_api_key(value)?; } + SetSubcommand::Url { value } => { + run_config_openai_host(value)?; + } }, }, } diff --git a/src/openai.rs b/src/openai.rs index 3dab00e4..3134f154 100644 --- a/src/openai.rs +++ b/src/openai.rs @@ -96,7 +96,8 @@ pub async fn call(request: Request) -> Result { "git-ai config set openai-api-key ".yellow() ))?; - let config = OpenAIConfig::new().with_api_key(api_key); + let openai_host = config::APP.openai.host.into()); + let config = OpenAIConfig::new().with_api_key(api_key).with_base_url(openai_host); let client = Client::with_config(config); // Calculate available tokens using model's context size From 578e84d77b4afd12f948bf58368c3a20eb8fc70a Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 01:31:45 +0100 Subject: [PATCH 166/186] Refactor OpenAI configuration and model handling in client and config modules. --- src/client.rs | 22 +++----- src/config.rs | 72 ++++++++++++++++++++++--- src/main.rs | 21 +++++--- src/openai.rs | 146 +++++++++++++++++--------------------------------- 4 files changed, 136 insertions(+), 125 deletions(-) diff --git a/src/client.rs b/src/client.rs index fb2ca116..3824833f 100644 --- a/src/client.rs +++ b/src/client.rs @@ -2,8 +2,7 @@ use anyhow::{bail, Result}; use crate::model::Model; use crate::ollama::OllamaClient; -use crate::openai::{self, Request as OpenAIRequest}; -use crate::commit; +use crate::{commit, openai}; #[derive(Debug, Clone, PartialEq)] pub struct Request { @@ -20,6 +19,12 @@ pub struct Response { pub async fn call(request: Request) -> Result { match request.model { + Model::GPT4 | Model::GPT4o | Model::GPT4Turbo | Model::GPT4oMini => { + let openai_request = openai::Request::new(request.model, request.system, request.prompt, request.max_tokens); + + let response = openai::call(openai_request).await?; + Ok(Response { response: response.response }) + } Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari | Model::SlyOtis => { let client = OllamaClient::new().await?; @@ -43,19 +48,6 @@ pub async fn call(request: Request) -> Result { Ok(Response { response: commit_message }) } - _ => { - // For OpenAI models, use the instruction template as the system prompt - let template = commit::get_instruction_template()?; - let openai_request = OpenAIRequest { - prompt: request.prompt, - system: template, - max_tokens: request.max_tokens, - model: request.model - }; - - let response = openai::call(openai_request).await?; - Ok(Response { response: response.response }) - } } } diff --git a/src/config.rs b/src/config.rs index a4e0eff1..414aabc5 100644 --- a/src/config.rs +++ b/src/config.rs @@ -16,14 +16,43 @@ const DEFAULT_MODEL: &str = "gpt-4o-mini"; const DEFAULT_API_KEY: &str = ""; const DEFAULT_OPENAI_HOST: &str = "https://api.openai.com/v1"; -#[derive(Debug, Default, Deserialize, PartialEq, Eq, Serialize)] +#[derive(Debug, Serialize, Deserialize)] pub struct App { - pub openai_api_key: Option, pub model: Option, pub max_tokens: Option, pub max_commit_length: Option, - pub timeout: Option, - pub openai_host: Option + pub timeout: Option, + #[serde(default)] + pub openai: OpenAI +} + +impl Default for App { + fn default() -> Self { + Self { + model: None, + max_tokens: None, + max_commit_length: None, + timeout: None, + openai: OpenAI::default() + } + } +} + +#[derive(Debug, Serialize, Deserialize)] +pub struct OpenAI { + #[serde(default = "default_openai_host")] + pub host: String, + pub api_key: Option +} + +impl Default for OpenAI { + fn default() -> Self { + Self { host: default_openai_host(), api_key: None } + } +} + +fn default_openai_host() -> String { + std::env::var("OPENAI_URL").unwrap_or_else(|_| "https://api.openai.com/v1".to_string()) } #[derive(Debug)] @@ -47,10 +76,10 @@ impl ConfigPaths { } fn ensure_exists(&self) -> Result<()> { - if (!self.dir.exists()) { + if !self.dir.exists() { std::fs::create_dir_all(&self.dir).with_context(|| format!("Failed to create config directory at {:?}", self.dir))?; } - if (!self.file.exists()) { + if !self.file.exists() { File::create(&self.file).with_context(|| format!("Failed to create config file at {:?}", self.file))?; } Ok(()) @@ -103,12 +132,12 @@ impl App { } pub fn update_openai_api_key(&mut self, value: String) -> Result<()> { - self.openai_api_key = Some(value); + self.openai.api_key = Some(value); self.save_with_message("openai-api-key") } pub fn update_openai_host(&mut self, value: String) -> Result<()> { - self.openai_host = Some(value); + self.openai.host = value; self.save_with_message("openai-host") } @@ -117,3 +146,30 @@ impl App { self.save() } } + +#[cfg(test)] +mod tests { + use std::env; + + use super::*; + + #[test] + fn test_openai_url_configuration() { + // Test default value + let app = App::default(); + assert_eq!(app.openai.host, "https://api.openai.com/v1"); + + // Test environment variable override + env::set_var("OPENAI_URL", "https://custom-api.example.com"); + let app = App::default(); + assert_eq!(app.openai.host, "https://custom-api.example.com"); + env::remove_var("OPENAI_URL"); + + // Test manual update + let mut app = App::default(); + app + .update_openai_host("https://another-api.example.com".to_string()) + .unwrap(); + assert_eq!(app.openai.host, "https://another-api.example.com"); + } +} diff --git a/src/main.rs b/src/main.rs index 5ac49ba2..e8d08f3d 100644 --- a/src/main.rs +++ b/src/main.rs @@ -59,10 +59,16 @@ enum SetSubcommand { value: String }, - #[structopt(about = "Sets the OpenAI host URL")] + #[structopt(about = "OpenAI configuration")] + OpenAI(OpenAISubcommand) +} + +#[derive(StructOpt)] +enum OpenAISubcommand { + #[structopt(about = "Sets the OpenAI API URL")] Url { - #[structopt(default_value = "https://api.openai.com/v1", env = "OPENAI_URL", help = "The OpenAI host URL", name = "VALUE")] - value: String + #[structopt(env = "OPENAI_URL", default_value = "https://api.openai.com/v1")] + url: String } } @@ -233,9 +239,12 @@ async fn main() -> Result<()> { SetSubcommand::OpenaiApiKey { value } => { run_config_openai_api_key(value)?; } - SetSubcommand::Url { value } => { - run_config_openai_host(value)?; - } + SetSubcommand::OpenAI(openai) => + match openai { + OpenAISubcommand::Url { url } => { + run_config_openai_host(url)?; + } + }, }, }, } diff --git a/src/openai.rs b/src/openai.rs index 3134f154..66af2dcd 100644 --- a/src/openai.rs +++ b/src/openai.rs @@ -1,9 +1,6 @@ -use async_openai::types::{ChatCompletionRequestSystemMessageArgs, ChatCompletionRequestUserMessageArgs, CreateChatCompletionRequestArgs}; -use async_openai::config::OpenAIConfig; -use async_openai::Client; -use async_openai::error::OpenAIError; -use anyhow::{anyhow, Context, Result}; -use colored::*; +use anyhow::{anyhow, Result}; +use serde::Serialize; +use {reqwest, serde_json}; use crate::{commit, config, profile}; use crate::model::Model; @@ -15,12 +12,29 @@ pub struct Response { pub response: String } -#[derive(Debug, Clone, PartialEq)] +#[derive(Debug, Serialize)] pub struct Request { - pub prompt: String, - pub system: String, - pub max_tokens: u16, - pub model: Model + pub model: String, + pub messages: Vec, + pub max_tokens: u16, + pub temperature: f32 +} + +impl Request { + pub fn new(model: Model, system: String, prompt: String, max_tokens: u16) -> Self { + Self { + model: model.to_string(), + messages: vec![Message { role: "system".to_string(), content: system }, Message { role: "user".to_string(), content: prompt }], + max_tokens, + temperature: 0.7 + } + } +} + +#[derive(Debug, Serialize)] +pub struct Message { + pub role: String, + pub content: String } /// Generates an improved commit message using the provided prompt and diff @@ -90,89 +104,29 @@ fn truncate_to_fit(text: &str, max_tokens: usize, model: &Model) -> Result Result { profile!("OpenAI API call"); - let api_key = config::APP.openai_api_key.clone().context(format!( - "{} OpenAI API key not found.\n Run: {}", - "ERROR:".bold().bright_red(), - "git-ai config set openai-api-key ".yellow() - ))?; - - let openai_host = config::APP.openai.host.into()); - let config = OpenAIConfig::new().with_api_key(api_key).with_base_url(openai_host); - let client = Client::with_config(config); - - // Calculate available tokens using model's context size - let system_tokens = request.model.count_tokens(&request.system)?; - let model_context_size = request.model.context_size(); - let available_tokens = model_context_size.saturating_sub(system_tokens + request.max_tokens as usize); - - // Truncate prompt if needed - let truncated_prompt = truncate_to_fit(&request.prompt, available_tokens, &request.model)?; - - let request = CreateChatCompletionRequestArgs::default() - .max_tokens(request.max_tokens) - .model(request.model.to_string()) - .messages([ - ChatCompletionRequestSystemMessageArgs::default() - .content(request.system) - .build()? - .into(), - ChatCompletionRequestUserMessageArgs::default() - .content(truncated_prompt) - .build()? - .into() - ]) - .build()?; - - { - profile!("OpenAI request/response"); - let response = match client.chat().create(request).await { - Ok(response) => response, - Err(err) => { - let error_msg = match err { - OpenAIError::ApiError(e) => - format!( - "{} {}\n {}\n\nDetails:\n {}\n\nSuggested Actions:\n 1. {}\n 2. {}\n 3. {}", - "ERROR:".bold().bright_red(), - "OpenAI API error:".bright_white(), - e.message.dimmed(), - "Failed to create chat completion.".dimmed(), - "Ensure your OpenAI API key is valid".yellow(), - "Check your account credits".yellow(), - "Verify OpenAI service availability".yellow() - ), - OpenAIError::Reqwest(e) => - format!( - "{} {}\n {}\n\nDetails:\n {}\n\nSuggested Actions:\n 1. {}\n 2. {}", - "ERROR:".bold().bright_red(), - "Network error:".bright_white(), - e.to_string().dimmed(), - "Failed to connect to OpenAI API.".dimmed(), - "Check your internet connection".yellow(), - "Verify OpenAI service availability".yellow() - ), - _ => - format!( - "{} {}\n {}\n\nDetails:\n {}\n\nSuggested Actions:\n 1. {}", - "ERROR:".bold().bright_red(), - "Unexpected error:".bright_white(), - err.to_string().dimmed(), - "An unexpected error occurred while calling OpenAI API.".dimmed(), - "Please report this issue on GitHub".yellow() - ), - }; - return Err(anyhow!(error_msg)); - } - }; - - let content = response - .choices - .first() - .context("No response choices available")? - .message - .content - .clone() - .context("Response content is empty")?; - - Ok(Response { response: content }) - } + let client = reqwest::Client::new(); + let openai_key = config::APP + .openai + .api_key + .clone() + .ok_or_else(|| anyhow!("OpenAI API key not set"))?; + + let openai_host = config::APP.openai.host.clone(); + let url = format!("{}/chat/completions", openai_host); + + let response = client + .post(url) + .header("Authorization", format!("Bearer {}", openai_key)) + .header("Content-Type", "application/json") + .json(&request) + .send() + .await?; + + let response = response.json::().await?; + let content = response["choices"][0]["message"]["content"] + .as_str() + .ok_or_else(|| anyhow!("Invalid response format"))? + .to_string(); + + Ok(Response { response: content }) } From 808c2fff67dc9dd3b8f3ed6d33553aeb9ae0198c Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 01:35:36 +0100 Subject: [PATCH 167/186] Update OpenAI configuration to use API URL instead of deprecated OPENAI_URL environment variable. --- src/main.rs | 13 +++++++++++-- 1 file changed, 11 insertions(+), 2 deletions(-) diff --git a/src/main.rs b/src/main.rs index e8d08f3d..a68af46f 100644 --- a/src/main.rs +++ b/src/main.rs @@ -59,7 +59,13 @@ enum SetSubcommand { value: String }, - #[structopt(about = "OpenAI configuration")] + #[structopt(about = "Sets the OpenAI API URL")] + Url { + #[structopt(help = "The OpenAI API URL", name = "VALUE")] + url: String + }, + + #[structopt(name = "open-ai", about = "OpenAI configuration")] OpenAI(OpenAISubcommand) } @@ -67,7 +73,7 @@ enum SetSubcommand { enum OpenAISubcommand { #[structopt(about = "Sets the OpenAI API URL")] Url { - #[structopt(env = "OPENAI_URL", default_value = "https://api.openai.com/v1")] + #[structopt(help = "The OpenAI API URL", name = "VALUE")] url: String } } @@ -239,6 +245,9 @@ async fn main() -> Result<()> { SetSubcommand::OpenaiApiKey { value } => { run_config_openai_api_key(value)?; } + SetSubcommand::Url { url } => { + run_config_openai_host(url)?; + } SetSubcommand::OpenAI(openai) => match openai { OpenAISubcommand::Url { url } => { From e3b863cee147df31c1c4bcd6c7bd1138598a2a18 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 01:41:43 +0100 Subject: [PATCH 168/186] Configure direnv --- Cargo.lock | 1 + Cargo.toml | 1 + src/config.rs | 35 +++++++++++++++++++++++++++++------ src/openai.rs | 33 +++++++++++++++++++++++++++------ 4 files changed, 58 insertions(+), 12 deletions(-) diff --git a/Cargo.lock b/Cargo.lock index 92116b2b..064312fb 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -988,6 +988,7 @@ dependencies = [ "tiktoken-rs", "tokio", "tracing", + "url", ] [[package]] diff --git a/Cargo.toml b/Cargo.toml index 2c72041c..9320a8ca 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -36,6 +36,7 @@ futures = "0.3" parking_lot = "0.12.3" async-trait = "0.1" tracing = "0.1" +url = "2.5.0" # CLI and UI diff --git a/src/config.rs b/src/config.rs index 414aabc5..befc3d1d 100644 --- a/src/config.rs +++ b/src/config.rs @@ -7,6 +7,8 @@ use config::{Config, FileFormat}; use anyhow::{Context, Result}; use lazy_static::lazy_static; use console::Emoji; +use thiserror::Error; +use url::Url; // Constants const DEFAULT_TIMEOUT: i64 = 30; @@ -42,6 +44,7 @@ impl Default for App { pub struct OpenAI { #[serde(default = "default_openai_host")] pub host: String, + #[serde(skip_serializing_if = "Option::is_none")] pub api_key: Option } @@ -86,6 +89,14 @@ impl ConfigPaths { } } +#[derive(Error, Debug)] +pub enum ConfigError { + #[error("Invalid URL format: {0}. The URL should be in the format 'https://api.example.com'")] + InvalidUrl(String), + #[error("Failed to save configuration: {0}")] + SaveError(String) +} + impl App { pub fn new() -> Result { dotenv::dotenv().ok(); @@ -137,8 +148,13 @@ impl App { } pub fn update_openai_host(&mut self, value: String) -> Result<()> { + // Validate URL format + Url::parse(&value).map_err(|_| ConfigError::InvalidUrl(value.clone()))?; + self.openai.host = value; - self.save_with_message("openai-host") + self + .save_with_message("openai-host") + .map_err(|e| ConfigError::SaveError(e.to_string()).into()) } fn save_with_message(&self, option: &str) -> Result<()> { @@ -165,11 +181,18 @@ mod tests { assert_eq!(app.openai.host, "https://custom-api.example.com"); env::remove_var("OPENAI_URL"); - // Test manual update + // Test manual update with valid URL let mut app = App::default(); - app - .update_openai_host("https://another-api.example.com".to_string()) - .unwrap(); - assert_eq!(app.openai.host, "https://another-api.example.com"); + let test_url = "https://another-api.example.com"; + app.openai.host = test_url.to_string(); + assert_eq!(app.openai.host, test_url); + + // Test URL validation + let mut app = App::default(); + let result = app.update_openai_host("not-a-url".to_string()); + assert!(result.is_err()); + if let Err(e) = result { + assert!(e.to_string().contains("Invalid URL format")); + } } } diff --git a/src/openai.rs b/src/openai.rs index 66af2dcd..36bf4925 100644 --- a/src/openai.rs +++ b/src/openai.rs @@ -1,12 +1,27 @@ -use anyhow::{anyhow, Result}; +use anyhow::Result; use serde::Serialize; use {reqwest, serde_json}; +use thiserror::Error; use crate::{commit, config, profile}; use crate::model::Model; const MAX_ATTEMPTS: usize = 3; +#[derive(Error, Debug)] +pub enum OpenAIError { + #[error("Failed to connect to OpenAI API at {url}. Please check:\n1. The URL is correct and accessible\n2. Your network connection is working\n3. The API endpoint supports chat completions\n\nError details: {source}")] + ConnectionError { + url: String, + #[source] + source: reqwest::Error, + }, + #[error("Invalid response from OpenAI API: {0}")] + InvalidResponse(String), + #[error("OpenAI API key not set. Please set it using:\ngit ai config set openai-api-key ")] + MissingApiKey, +} + #[derive(Debug, Clone, PartialEq)] pub struct Response { pub response: String @@ -109,23 +124,29 @@ pub async fn call(request: Request) -> Result { .openai .api_key .clone() - .ok_or_else(|| anyhow!("OpenAI API key not set"))?; + .ok_or(OpenAIError::MissingApiKey)?; let openai_host = config::APP.openai.host.clone(); let url = format!("{}/chat/completions", openai_host); let response = client - .post(url) + .post(&url) .header("Authorization", format!("Bearer {}", openai_key)) .header("Content-Type", "application/json") .json(&request) .send() - .await?; + .await + .map_err(|e| OpenAIError::ConnectionError { + url: url.clone(), + source: e, + })?; + + let response = response.json::().await + .map_err(|e| OpenAIError::InvalidResponse(e.to_string()))?; - let response = response.json::().await?; let content = response["choices"][0]["message"]["content"] .as_str() - .ok_or_else(|| anyhow!("Invalid response format"))? + .ok_or_else(|| OpenAIError::InvalidResponse("Response missing expected 'choices[0].message.content' field".to_string()))? .to_string(); Ok(Response { response: content }) From c4054e84ec398f0993ab445382ebb8671258b223 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 02:06:13 +0100 Subject: [PATCH 169/186] I'm doing great! How can I assist you today? --- README.md | 1 + openapi.json | 154 ++++++++++++++++++++++++++++++++++++++++++++++++++ src/openai.rs | 53 +++++++++++------ 3 files changed, 190 insertions(+), 18 deletions(-) create mode 100644 openapi.json diff --git a/README.md b/README.md index ee5cc507..37bad0a6 100644 --- a/README.md +++ b/README.md @@ -70,6 +70,7 @@ Customize Git AI's behavior with these commands: - `git-ai config set max-tokens ` (default: 512): Set the maximum number of tokens for the assistant. - `git-ai config set model ` (default: "gpt-3.5-turbo"): Set the OpenAI model to use. - `git-ai config set openai-api-key `: Set your OpenAI API key. +- `git-ai config set url ` (default: "https://api.openai.com/v1"): Set the OpenAI API URL. Useful for using alternative OpenAI-compatible APIs or proxies. ## Contributing diff --git a/openapi.json b/openapi.json new file mode 100644 index 00000000..2f63514b --- /dev/null +++ b/openapi.json @@ -0,0 +1,154 @@ +{ + "openapi": "3.0.0", + "info": { + "title": "Fake OpenAI Chat API", + "version": "1.0.0", + "description": "Mock implementation of OpenAI's chat completions API." + }, + "servers": [ + { + "url": "http://localhost:8080/v1", + "description": "Local mock server" + } + ], + "paths": { + "/chat/completions": { + "post": { + "summary": "Generate chat completion", + "operationId": "createChatCompletion", + "requestBody": { + "required": true, + "content": { + "application/json": { + "schema": { + "type": "object", + "properties": { + "model": { + "type": "string", + "example": "gpt-3.5-turbo" + }, + "messages": { + "type": "array", + "items": { + "type": "object", + "properties": { + "role": { + "type": "string", + "enum": ["system", "user", "assistant"], + "example": "user" + }, + "content": { + "type": "string", + "example": "Hello, how are you?" + } + }, + "required": ["role", "content"] + } + }, + "temperature": { + "type": "number", + "minimum": 0, + "maximum": 2, + "example": 0.7 + }, + "max_tokens": { + "type": "integer", + "example": 100 + } + }, + "required": ["model", "messages"] + } + } + } + }, + "responses": { + "200": { + "description": "Successful response with generated chat completion", + "content": { + "application/json": { + "schema": { + "type": "object", + "properties": { + "id": { + "type": "string", + "example": "chatcmpl-1234567890" + }, + "object": { + "type": "string", + "example": "chat.completion" + }, + "created": { + "type": "integer", + "example": 1690000000 + }, + "model": { + "type": "string", + "example": "gpt-3.5-turbo" + }, + "choices": { + "type": "array", + "items": { + "type": "object", + "properties": { + "index": { + "type": "integer", + "example": 0 + }, + "message": { + "type": "object", + "properties": { + "role": { + "type": "string", + "example": "assistant" + }, + "content": { + "type": "string", + "example": "I'm doing great! How can I assist you today?" + } + }, + "required": ["role", "content"] + }, + "finish_reason": { + "type": "string", + "example": "stop" + } + }, + "required": ["index", "message", "finish_reason"] + } + }, + "usage": { + "type": "object", + "properties": { + "prompt_tokens": { + "type": "integer", + "example": 10 + }, + "completion_tokens": { + "type": "integer", + "example": 20 + }, + "total_tokens": { + "type": "integer", + "example": 30 + } + }, + "required": ["prompt_tokens", "completion_tokens", "total_tokens"] + } + }, + "required": ["id", "object", "created", "model", "choices", "usage"] + } + } + } + }, + "400": { + "description": "Invalid request" + }, + "500": { + "description": "Server error" + } + } + } + } + } +} + diff --git a/src/openai.rs b/src/openai.rs index 36bf4925..a110ce0d 100644 --- a/src/openai.rs +++ b/src/openai.rs @@ -2,6 +2,7 @@ use anyhow::Result; use serde::Serialize; use {reqwest, serde_json}; use thiserror::Error; +use log::{debug, error}; use crate::{commit, config, profile}; use crate::model::Model; @@ -10,16 +11,16 @@ const MAX_ATTEMPTS: usize = 3; #[derive(Error, Debug)] pub enum OpenAIError { - #[error("Failed to connect to OpenAI API at {url}. Please check:\n1. The URL is correct and accessible\n2. Your network connection is working\n3. The API endpoint supports chat completions\n\nError details: {source}")] - ConnectionError { - url: String, - #[source] - source: reqwest::Error, - }, - #[error("Invalid response from OpenAI API: {0}")] - InvalidResponse(String), - #[error("OpenAI API key not set. Please set it using:\ngit ai config set openai-api-key ")] - MissingApiKey, + #[error("Failed to connect to OpenAI API at {url}. Please check:\n1. The URL is correct and accessible\n2. Your network connection is working\n3. The API endpoint supports chat completions\n\nError details: {source}")] + ConnectionError { + url: String, + #[source] + source: reqwest::Error + }, + #[error("Invalid response from OpenAI API: {0}")] + InvalidResponse(String), + #[error("OpenAI API key not set. Please set it using:\ngit ai config set openai-api-key ")] + MissingApiKey } #[derive(Debug, Clone, PartialEq)] @@ -136,17 +137,33 @@ pub async fn call(request: Request) -> Result { .json(&request) .send() .await - .map_err(|e| OpenAIError::ConnectionError { - url: url.clone(), - source: e, - })?; + .map_err(|e| OpenAIError::ConnectionError { url: url.clone(), source: e })?; - let response = response.json::().await - .map_err(|e| OpenAIError::InvalidResponse(e.to_string()))?; + // Log response status and headers + debug!("OpenAI API Response Status: {}", response.status()); + debug!("OpenAI API Response Headers: {:?}", response.headers()); - let content = response["choices"][0]["message"]["content"] + // Get the raw response text first + let response_text = response.text().await.map_err(|e| { + error!("Failed to get response text: {}", e); + OpenAIError::InvalidResponse(format!("Failed to get response text: {}", e)) + })?; + + debug!("OpenAI API Raw Response: {}", response_text); + + // Parse the response text + let response_json: serde_json::Value = serde_json::from_str(&response_text).map_err(|e| { + error!("Failed to parse response JSON: {}", e); + OpenAIError::InvalidResponse(format!("Failed to parse response JSON: {}", e)) + })?; + + let content = response_json["choices"][0]["message"]["content"] .as_str() - .ok_or_else(|| OpenAIError::InvalidResponse("Response missing expected 'choices[0].message.content' field".to_string()))? + .ok_or_else(|| { + let err = "Response missing expected 'choices[0].message.content' field"; + error!("{}", err); + OpenAIError::InvalidResponse(err.to_string()) + })? .to_string(); Ok(Response { response: content }) From 06f058abfb0864d339cd06b27c145788fb0296d7 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 02:20:55 +0100 Subject: [PATCH 170/186] --no-edit --- kk | 1 + openapi.yaml | 27309 +++++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 27310 insertions(+) create mode 100644 kk create mode 100644 openapi.yaml diff --git a/kk b/kk new file mode 100644 index 00000000..0fe633e3 --- /dev/null +++ b/kk @@ -0,0 +1 @@ +ll diff --git a/openapi.yaml b/openapi.yaml new file mode 100644 index 00000000..a6d6d98f --- /dev/null +++ b/openapi.yaml @@ -0,0 +1,27309 @@ +openapi: 3.0.0 +info: + title: OpenAI API + description: The OpenAI REST API. Please see + https://platform.openai.com/docs/api-reference for more details. + version: 2.3.0 + termsOfService: https://openai.com/policies/terms-of-use + contact: + name: OpenAI Support + url: https://help.openai.com/ + license: + name: MIT + url: https://github.com/openai/openai-openapi/blob/master/LICENSE +servers: + - url: https://api.openai.com/v1 +tags: + - name: Assistants + description: Build Assistants that can call models and use tools. + - name: Audio + description: Turn audio into text or text into audio. + - name: Chat + description: + Given a list of messages comprising a conversation, the model will + return a response. + - name: Completions + description: Given a prompt, the model will return one or more predicted + completions, and can also return the probabilities of alternative tokens + at each position. + - name: Embeddings + description: Get a vector representation of a given input that can be easily + consumed by machine learning models and algorithms. + - name: Fine-tuning + description: Manage fine-tuning jobs to tailor a model to your specific training data. + - name: Batch + description: Create large batches of API requests to run asynchronously. + - name: Files + description: + Files are used to upload documents that can be used with features + like Assistants and Fine-tuning. + - name: Uploads + description: Use Uploads to upload large files in multiple parts. + - name: Images + description: Given a prompt and/or an input image, the model will generate a new image. + - name: Models + description: List and describe the various models available in the API. + - name: Moderations + description: Given text and/or image inputs, classifies if those inputs are + potentially harmful. + - name: Audit Logs + description: List user actions and configuration changes within this organization. +paths: + /assistants: + get: + operationId: listAssistants + tags: + - Assistants + summary: Returns a list of assistants. + parameters: + - name: limit + in: query + description: > + A limit on the number of objects to be returned. Limit can range + between 1 and 100, and the default is 20. + required: false + schema: + type: integer + default: 20 + - name: order + in: query + description: > + Sort order by the `created_at` timestamp of the objects. `asc` for + ascending order and `desc` for descending order. + schema: + type: string + default: desc + enum: + - asc + - desc + - name: after + in: query + description: > + A cursor for use in pagination. `after` is an object ID that defines + your place in the list. For instance, if you make a list request and + receive 100 objects, ending with obj_foo, your subsequent call can + include after=obj_foo in order to fetch the next page of the list. + schema: + type: string + - name: before + in: query + description: > + A cursor for use in pagination. `before` is an object ID that + defines your place in the list. For instance, if you make a list + request and receive 100 objects, starting with obj_foo, your + subsequent call can include before=obj_foo in order to fetch the + previous page of the list. + schema: + type: string + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ListAssistantsResponse" + x-oaiMeta: + name: List assistants + group: assistants + beta: true + returns: A list of [assistant](/docs/api-reference/assistants/object) objects. + examples: + request: + curl: | + curl "https://api.openai.com/v1/assistants?order=desc&limit=20" \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" + python: | + from openai import OpenAI + client = OpenAI() + + my_assistants = client.beta.assistants.list( + order="desc", + limit="20", + ) + print(my_assistants.data) + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const myAssistants = await openai.beta.assistants.list({ + order: "desc", + limit: "20", + }); + + console.log(myAssistants.data); + } + + main(); + response: > + { + "object": "list", + "data": [ + { + "id": "asst_abc123", + "object": "assistant", + "created_at": 1698982736, + "name": "Coding Tutor", + "description": null, + "model": "gpt-4o", + "instructions": "You are a helpful assistant designed to make me better at coding!", + "tools": [], + "tool_resources": {}, + "metadata": {}, + "top_p": 1.0, + "temperature": 1.0, + "response_format": "auto" + }, + { + "id": "asst_abc456", + "object": "assistant", + "created_at": 1698982718, + "name": "My Assistant", + "description": null, + "model": "gpt-4o", + "instructions": "You are a helpful assistant designed to make me better at coding!", + "tools": [], + "tool_resources": {}, + "metadata": {}, + "top_p": 1.0, + "temperature": 1.0, + "response_format": "auto" + }, + { + "id": "asst_abc789", + "object": "assistant", + "created_at": 1698982643, + "name": null, + "description": null, + "model": "gpt-4o", + "instructions": null, + "tools": [], + "tool_resources": {}, + "metadata": {}, + "top_p": 1.0, + "temperature": 1.0, + "response_format": "auto" + } + ], + "first_id": "asst_abc123", + "last_id": "asst_abc789", + "has_more": false + } + post: + operationId: createAssistant + tags: + - Assistants + summary: Create an assistant with a model and instructions. + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/CreateAssistantRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/AssistantObject" + x-oaiMeta: + name: Create assistant + group: assistants + beta: true + returns: An [assistant](/docs/api-reference/assistants/object) object. + examples: + - title: Code Interpreter + request: + curl: > + curl "https://api.openai.com/v1/assistants" \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "instructions": "You are a personal math tutor. When asked a question, write and run Python code to answer the question.", + "name": "Math Tutor", + "tools": [{"type": "code_interpreter"}], + "model": "gpt-4o" + }' + python: > + from openai import OpenAI + + client = OpenAI() + + + my_assistant = client.beta.assistants.create( + instructions="You are a personal math tutor. When asked a question, write and run Python code to answer the question.", + name="Math Tutor", + tools=[{"type": "code_interpreter"}], + model="gpt-4o", + ) + + print(my_assistant) + node.js: >- + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const myAssistant = await openai.beta.assistants.create({ + instructions: + "You are a personal math tutor. When asked a question, write and run Python code to answer the question.", + name: "Math Tutor", + tools: [{ type: "code_interpreter" }], + model: "gpt-4o", + }); + + console.log(myAssistant); + } + + + main(); + response: > + { + "id": "asst_abc123", + "object": "assistant", + "created_at": 1698984975, + "name": "Math Tutor", + "description": null, + "model": "gpt-4o", + "instructions": "You are a personal math tutor. When asked a question, write and run Python code to answer the question.", + "tools": [ + { + "type": "code_interpreter" + } + ], + "metadata": {}, + "top_p": 1.0, + "temperature": 1.0, + "response_format": "auto" + } + - title: Files + request: + curl: > + curl https://api.openai.com/v1/assistants \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "instructions": "You are an HR bot, and you have access to files to answer employee questions about company policies.", + "tools": [{"type": "file_search"}], + "tool_resources": {"file_search": {"vector_store_ids": ["vs_123"]}}, + "model": "gpt-4o" + }' + python: > + from openai import OpenAI + + client = OpenAI() + + + my_assistant = client.beta.assistants.create( + instructions="You are an HR bot, and you have access to files to answer employee questions about company policies.", + name="HR Helper", + tools=[{"type": "file_search"}], + tool_resources={"file_search": {"vector_store_ids": ["vs_123"]}}, + model="gpt-4o" + ) + + print(my_assistant) + node.js: >- + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const myAssistant = await openai.beta.assistants.create({ + instructions: + "You are an HR bot, and you have access to files to answer employee questions about company policies.", + name: "HR Helper", + tools: [{ type: "file_search" }], + tool_resources: { + file_search: { + vector_store_ids: ["vs_123"] + } + }, + model: "gpt-4o" + }); + + console.log(myAssistant); + } + + + main(); + response: > + { + "id": "asst_abc123", + "object": "assistant", + "created_at": 1699009403, + "name": "HR Helper", + "description": null, + "model": "gpt-4o", + "instructions": "You are an HR bot, and you have access to files to answer employee questions about company policies.", + "tools": [ + { + "type": "file_search" + } + ], + "tool_resources": { + "file_search": { + "vector_store_ids": ["vs_123"] + } + }, + "metadata": {}, + "top_p": 1.0, + "temperature": 1.0, + "response_format": "auto" + } + /assistants/{assistant_id}: + get: + operationId: getAssistant + tags: + - Assistants + summary: Retrieves an assistant. + parameters: + - in: path + name: assistant_id + required: true + schema: + type: string + description: The ID of the assistant to retrieve. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/AssistantObject" + x-oaiMeta: + name: Retrieve assistant + group: assistants + beta: true + returns: + The [assistant](/docs/api-reference/assistants/object) object matching + the specified ID. + examples: + request: + curl: | + curl https://api.openai.com/v1/assistants/asst_abc123 \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" + python: | + from openai import OpenAI + client = OpenAI() + + my_assistant = client.beta.assistants.retrieve("asst_abc123") + print(my_assistant) + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const myAssistant = await openai.beta.assistants.retrieve( + "asst_abc123" + ); + + console.log(myAssistant); + } + + main(); + response: > + { + "id": "asst_abc123", + "object": "assistant", + "created_at": 1699009709, + "name": "HR Helper", + "description": null, + "model": "gpt-4o", + "instructions": "You are an HR bot, and you have access to files to answer employee questions about company policies.", + "tools": [ + { + "type": "file_search" + } + ], + "metadata": {}, + "top_p": 1.0, + "temperature": 1.0, + "response_format": "auto" + } + post: + operationId: modifyAssistant + tags: + - Assistants + summary: Modifies an assistant. + parameters: + - in: path + name: assistant_id + required: true + schema: + type: string + description: The ID of the assistant to modify. + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/ModifyAssistantRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/AssistantObject" + x-oaiMeta: + name: Modify assistant + group: assistants + beta: true + returns: The modified [assistant](/docs/api-reference/assistants/object) object. + examples: + request: + curl: > + curl https://api.openai.com/v1/assistants/asst_abc123 \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "instructions": "You are an HR bot, and you have access to files to answer employee questions about company policies. Always response with info from either of the files.", + "tools": [{"type": "file_search"}], + "model": "gpt-4o" + }' + python: > + from openai import OpenAI + + client = OpenAI() + + + my_updated_assistant = client.beta.assistants.update( + "asst_abc123", + instructions="You are an HR bot, and you have access to files to answer employee questions about company policies. Always response with info from either of the files.", + name="HR Helper", + tools=[{"type": "file_search"}], + model="gpt-4o" + ) + + + print(my_updated_assistant) + node.js: >- + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const myUpdatedAssistant = await openai.beta.assistants.update( + "asst_abc123", + { + instructions: + "You are an HR bot, and you have access to files to answer employee questions about company policies. Always response with info from either of the files.", + name: "HR Helper", + tools: [{ type: "file_search" }], + model: "gpt-4o" + } + ); + + console.log(myUpdatedAssistant); + } + + + main(); + response: > + { + "id": "asst_123", + "object": "assistant", + "created_at": 1699009709, + "name": "HR Helper", + "description": null, + "model": "gpt-4o", + "instructions": "You are an HR bot, and you have access to files to answer employee questions about company policies. Always response with info from either of the files.", + "tools": [ + { + "type": "file_search" + } + ], + "tool_resources": { + "file_search": { + "vector_store_ids": [] + } + }, + "metadata": {}, + "top_p": 1.0, + "temperature": 1.0, + "response_format": "auto" + } + delete: + operationId: deleteAssistant + tags: + - Assistants + summary: Delete an assistant. + parameters: + - in: path + name: assistant_id + required: true + schema: + type: string + description: The ID of the assistant to delete. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/DeleteAssistantResponse" + x-oaiMeta: + name: Delete assistant + group: assistants + beta: true + returns: Deletion status + examples: + request: + curl: | + curl https://api.openai.com/v1/assistants/asst_abc123 \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" \ + -X DELETE + python: | + from openai import OpenAI + client = OpenAI() + + response = client.beta.assistants.delete("asst_abc123") + print(response) + node.js: >- + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const response = await openai.beta.assistants.del("asst_abc123"); + + console.log(response); + } + + main(); + response: | + { + "id": "asst_abc123", + "object": "assistant.deleted", + "deleted": true + } + /audio/speech: + post: + operationId: createSpeech + tags: + - Audio + summary: Generates audio from the input text. + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/CreateSpeechRequest" + responses: + "200": + description: OK + headers: + Transfer-Encoding: + schema: + type: string + description: chunked + content: + application/octet-stream: + schema: + type: string + format: binary + x-oaiMeta: + name: Create speech + group: audio + returns: The audio file content. + examples: + request: + curl: | + curl https://api.openai.com/v1/audio/speech \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -d '{ + "model": "tts-1", + "input": "The quick brown fox jumped over the lazy dog.", + "voice": "alloy" + }' \ + --output speech.mp3 + python: | + from pathlib import Path + import openai + + speech_file_path = Path(__file__).parent / "speech.mp3" + response = openai.audio.speech.create( + model="tts-1", + voice="alloy", + input="The quick brown fox jumped over the lazy dog." + ) + response.stream_to_file(speech_file_path) + node: > + import fs from "fs"; + + import path from "path"; + + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + const speechFile = path.resolve("./speech.mp3"); + + + async function main() { + const mp3 = await openai.audio.speech.create({ + model: "tts-1", + voice: "alloy", + input: "Today is a wonderful day to build something people love!", + }); + console.log(speechFile); + const buffer = Buffer.from(await mp3.arrayBuffer()); + await fs.promises.writeFile(speechFile, buffer); + } + + main(); + /audio/transcriptions: + post: + operationId: createTranscription + tags: + - Audio + summary: Transcribes audio into the input language. + requestBody: + required: true + content: + multipart/form-data: + schema: + $ref: "#/components/schemas/CreateTranscriptionRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + oneOf: + - $ref: "#/components/schemas/CreateTranscriptionResponseJson" + - $ref: "#/components/schemas/CreateTranscriptionResponseVerboseJson" + x-oaiMeta: + name: Create transcription + group: audio + returns: + The [transcription object](/docs/api-reference/audio/json-object) or a + [verbose transcription + object](/docs/api-reference/audio/verbose-json-object). + examples: + - title: Default + request: + curl: | + curl https://api.openai.com/v1/audio/transcriptions \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: multipart/form-data" \ + -F file="@/path/to/file/audio.mp3" \ + -F model="whisper-1" + python: | + from openai import OpenAI + client = OpenAI() + + audio_file = open("speech.mp3", "rb") + transcript = client.audio.transcriptions.create( + model="whisper-1", + file=audio_file + ) + node: > + import fs from "fs"; + + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const transcription = await openai.audio.transcriptions.create({ + file: fs.createReadStream("audio.mp3"), + model: "whisper-1", + }); + + console.log(transcription.text); + } + + main(); + response: > + { + "text": "Imagine the wildest idea that you've ever had, and you're curious about how it might scale to something that's a 100, a 1,000 times bigger. This is a place where you can get to do that." + } + - title: Word timestamps + request: + curl: | + curl https://api.openai.com/v1/audio/transcriptions \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: multipart/form-data" \ + -F file="@/path/to/file/audio.mp3" \ + -F "timestamp_granularities[]=word" \ + -F model="whisper-1" \ + -F response_format="verbose_json" + python: | + from openai import OpenAI + client = OpenAI() + + audio_file = open("speech.mp3", "rb") + transcript = client.audio.transcriptions.create( + file=audio_file, + model="whisper-1", + response_format="verbose_json", + timestamp_granularities=["word"] + ) + + print(transcript.words) + node: > + import fs from "fs"; + + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const transcription = await openai.audio.transcriptions.create({ + file: fs.createReadStream("audio.mp3"), + model: "whisper-1", + response_format: "verbose_json", + timestamp_granularities: ["word"] + }); + + console.log(transcription.text); + } + + main(); + response: > + { + "task": "transcribe", + "language": "english", + "duration": 8.470000267028809, + "text": "The beach was a popular spot on a hot summer day. People were swimming in the ocean, building sandcastles, and playing beach volleyball.", + "words": [ + { + "word": "The", + "start": 0.0, + "end": 0.23999999463558197 + }, + ... + { + "word": "volleyball", + "start": 7.400000095367432, + "end": 7.900000095367432 + } + ] + } + - title: Segment timestamps + request: + curl: | + curl https://api.openai.com/v1/audio/transcriptions \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: multipart/form-data" \ + -F file="@/path/to/file/audio.mp3" \ + -F "timestamp_granularities[]=segment" \ + -F model="whisper-1" \ + -F response_format="verbose_json" + python: | + from openai import OpenAI + client = OpenAI() + + audio_file = open("speech.mp3", "rb") + transcript = client.audio.transcriptions.create( + file=audio_file, + model="whisper-1", + response_format="verbose_json", + timestamp_granularities=["segment"] + ) + + print(transcript.words) + node: > + import fs from "fs"; + + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const transcription = await openai.audio.transcriptions.create({ + file: fs.createReadStream("audio.mp3"), + model: "whisper-1", + response_format: "verbose_json", + timestamp_granularities: ["segment"] + }); + + console.log(transcription.text); + } + + main(); + response: > + { + "task": "transcribe", + "language": "english", + "duration": 8.470000267028809, + "text": "The beach was a popular spot on a hot summer day. People were swimming in the ocean, building sandcastles, and playing beach volleyball.", + "segments": [ + { + "id": 0, + "seek": 0, + "start": 0.0, + "end": 3.319999933242798, + "text": " The beach was a popular spot on a hot summer day.", + "tokens": [ + 50364, 440, 7534, 390, 257, 3743, 4008, 322, 257, 2368, 4266, 786, 13, 50530 + ], + "temperature": 0.0, + "avg_logprob": -0.2860786020755768, + "compression_ratio": 1.2363636493682861, + "no_speech_prob": 0.00985979475080967 + }, + ... + ] + } + /audio/translations: + post: + operationId: createTranslation + tags: + - Audio + summary: Translates audio into English. + requestBody: + required: true + content: + multipart/form-data: + schema: + $ref: "#/components/schemas/CreateTranslationRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + oneOf: + - $ref: "#/components/schemas/CreateTranslationResponseJson" + - $ref: "#/components/schemas/CreateTranslationResponseVerboseJson" + x-oaiMeta: + name: Create translation + group: audio + returns: The translated text. + examples: + request: + curl: | + curl https://api.openai.com/v1/audio/translations \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: multipart/form-data" \ + -F file="@/path/to/file/german.m4a" \ + -F model="whisper-1" + python: | + from openai import OpenAI + client = OpenAI() + + audio_file = open("speech.mp3", "rb") + transcript = client.audio.translations.create( + model="whisper-1", + file=audio_file + ) + node: | + import fs from "fs"; + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const translation = await openai.audio.translations.create({ + file: fs.createReadStream("speech.mp3"), + model: "whisper-1", + }); + + console.log(translation.text); + } + main(); + response: > + { + "text": "Hello, my name is Wolfgang and I come from Germany. Where are you heading today?" + } + /batches: + post: + summary: Creates and executes a batch from an uploaded file of requests + operationId: createBatch + tags: + - Batch + requestBody: + required: true + content: + application/json: + schema: + type: object + required: + - input_file_id + - endpoint + - completion_window + properties: + input_file_id: + type: string + description: > + The ID of an uploaded file that contains requests for the + new batch. + + + See [upload file](/docs/api-reference/files/create) for how + to upload a file. + + + Your input file must be formatted as a [JSONL + file](/docs/api-reference/batch/request-input), and must be + uploaded with the purpose `batch`. The file can contain up + to 50,000 requests, and can be up to 200 MB in size. + endpoint: + type: string + enum: + - /v1/chat/completions + - /v1/embeddings + - /v1/completions + description: + The endpoint to be used for all requests in the batch. Currently + `/v1/chat/completions`, `/v1/embeddings`, and + `/v1/completions` are supported. Note that `/v1/embeddings` + batches are also restricted to a maximum of 50,000 embedding + inputs across all requests in the batch. + completion_window: + type: string + enum: + - 24h + description: + The time frame within which the batch should be processed. + Currently only `24h` is supported. + metadata: + $ref: "#/components/schemas/Metadata" + responses: + "200": + description: Batch created successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/Batch" + x-oaiMeta: + name: Create batch + group: batch + returns: The created [Batch](/docs/api-reference/batch/object) object. + examples: + request: + curl: | + curl https://api.openai.com/v1/batches \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -d '{ + "input_file_id": "file-abc123", + "endpoint": "/v1/chat/completions", + "completion_window": "24h" + }' + python: | + from openai import OpenAI + client = OpenAI() + + client.batches.create( + input_file_id="file-abc123", + endpoint="/v1/chat/completions", + completion_window="24h" + ) + node: | + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const batch = await openai.batches.create({ + input_file_id: "file-abc123", + endpoint: "/v1/chat/completions", + completion_window: "24h" + }); + + console.log(batch); + } + + main(); + response: | + { + "id": "batch_abc123", + "object": "batch", + "endpoint": "/v1/chat/completions", + "errors": null, + "input_file_id": "file-abc123", + "completion_window": "24h", + "status": "validating", + "output_file_id": null, + "error_file_id": null, + "created_at": 1711471533, + "in_progress_at": null, + "expires_at": null, + "finalizing_at": null, + "completed_at": null, + "failed_at": null, + "expired_at": null, + "cancelling_at": null, + "cancelled_at": null, + "request_counts": { + "total": 0, + "completed": 0, + "failed": 0 + }, + "metadata": { + "customer_id": "user_123456789", + "batch_description": "Nightly eval job", + } + } + get: + operationId: listBatches + tags: + - Batch + summary: List your organization's batches. + parameters: + - in: query + name: after + required: false + schema: + type: string + description: > + A cursor for use in pagination. `after` is an object ID that defines + your place in the list. For instance, if you make a list request and + receive 100 objects, ending with obj_foo, your subsequent call can + include after=obj_foo in order to fetch the next page of the list. + - name: limit + in: query + description: > + A limit on the number of objects to be returned. Limit can range + between 1 and 100, and the default is 20. + required: false + schema: + type: integer + default: 20 + responses: + "200": + description: Batch listed successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/ListBatchesResponse" + x-oaiMeta: + name: List batch + group: batch + returns: A list of paginated [Batch](/docs/api-reference/batch/object) objects. + examples: + request: + curl: | + curl https://api.openai.com/v1/batches?limit=2 \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" + python: | + from openai import OpenAI + client = OpenAI() + + client.batches.list() + node: | + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const list = await openai.batches.list(); + + for await (const batch of list) { + console.log(batch); + } + } + + main(); + response: | + { + "object": "list", + "data": [ + { + "id": "batch_abc123", + "object": "batch", + "endpoint": "/v1/chat/completions", + "errors": null, + "input_file_id": "file-abc123", + "completion_window": "24h", + "status": "completed", + "output_file_id": "file-cvaTdG", + "error_file_id": "file-HOWS94", + "created_at": 1711471533, + "in_progress_at": 1711471538, + "expires_at": 1711557933, + "finalizing_at": 1711493133, + "completed_at": 1711493163, + "failed_at": null, + "expired_at": null, + "cancelling_at": null, + "cancelled_at": null, + "request_counts": { + "total": 100, + "completed": 95, + "failed": 5 + }, + "metadata": { + "customer_id": "user_123456789", + "batch_description": "Nightly job", + } + }, + { ... }, + ], + "first_id": "batch_abc123", + "last_id": "batch_abc456", + "has_more": true + } + /batches/{batch_id}: + get: + operationId: retrieveBatch + tags: + - Batch + summary: Retrieves a batch. + parameters: + - in: path + name: batch_id + required: true + schema: + type: string + description: The ID of the batch to retrieve. + responses: + "200": + description: Batch retrieved successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/Batch" + x-oaiMeta: + name: Retrieve batch + group: batch + returns: + The [Batch](/docs/api-reference/batch/object) object matching the + specified ID. + examples: + request: + curl: | + curl https://api.openai.com/v1/batches/batch_abc123 \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + python: | + from openai import OpenAI + client = OpenAI() + + client.batches.retrieve("batch_abc123") + node: | + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const batch = await openai.batches.retrieve("batch_abc123"); + + console.log(batch); + } + + main(); + response: | + { + "id": "batch_abc123", + "object": "batch", + "endpoint": "/v1/completions", + "errors": null, + "input_file_id": "file-abc123", + "completion_window": "24h", + "status": "completed", + "output_file_id": "file-cvaTdG", + "error_file_id": "file-HOWS94", + "created_at": 1711471533, + "in_progress_at": 1711471538, + "expires_at": 1711557933, + "finalizing_at": 1711493133, + "completed_at": 1711493163, + "failed_at": null, + "expired_at": null, + "cancelling_at": null, + "cancelled_at": null, + "request_counts": { + "total": 100, + "completed": 95, + "failed": 5 + }, + "metadata": { + "customer_id": "user_123456789", + "batch_description": "Nightly eval job", + } + } + /batches/{batch_id}/cancel: + post: + operationId: cancelBatch + tags: + - Batch + summary: + Cancels an in-progress batch. The batch will be in status `cancelling` + for up to 10 minutes, before changing to `cancelled`, where it will have + partial results (if any) available in the output file. + parameters: + - in: path + name: batch_id + required: true + schema: + type: string + description: The ID of the batch to cancel. + responses: + "200": + description: Batch is cancelling. Returns the cancelling batch's details. + content: + application/json: + schema: + $ref: "#/components/schemas/Batch" + x-oaiMeta: + name: Cancel batch + group: batch + returns: + The [Batch](/docs/api-reference/batch/object) object matching the + specified ID. + examples: + request: + curl: | + curl https://api.openai.com/v1/batches/batch_abc123/cancel \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -X POST + python: | + from openai import OpenAI + client = OpenAI() + + client.batches.cancel("batch_abc123") + node: | + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const batch = await openai.batches.cancel("batch_abc123"); + + console.log(batch); + } + + main(); + response: | + { + "id": "batch_abc123", + "object": "batch", + "endpoint": "/v1/chat/completions", + "errors": null, + "input_file_id": "file-abc123", + "completion_window": "24h", + "status": "cancelling", + "output_file_id": null, + "error_file_id": null, + "created_at": 1711471533, + "in_progress_at": 1711471538, + "expires_at": 1711557933, + "finalizing_at": null, + "completed_at": null, + "failed_at": null, + "expired_at": null, + "cancelling_at": 1711475133, + "cancelled_at": null, + "request_counts": { + "total": 100, + "completed": 23, + "failed": 1 + }, + "metadata": { + "customer_id": "user_123456789", + "batch_description": "Nightly eval job", + } + } + /chat/completions: + post: + operationId: createChatCompletion + tags: + - Chat + summary: > + Creates a model response for the given chat conversation. Learn more in + the + + [text generation](/docs/guides/text-generation), + [vision](/docs/guides/vision), + + and [audio](/docs/guides/audio) guides. + + + Parameter support can differ depending on the model used to generate the + + response, particularly for newer reasoning models. Parameters that are + only + + supported for reasoning models are noted below. For the current state + of + + unsupported parameters in reasoning models, + + [refer to the reasoning guide](/docs/guides/reasoning). + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/CreateChatCompletionRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/CreateChatCompletionResponse" + text/event-stream: + schema: + $ref: "#/components/schemas/CreateChatCompletionStreamResponse" + x-oaiMeta: + name: Create chat completion + group: chat + returns: > + Returns a [chat completion](/docs/api-reference/chat/object) object, + or a streamed sequence of [chat completion + chunk](/docs/api-reference/chat/streaming) objects if the request is + streamed. + path: create + examples: + - title: Default + request: + curl: | + curl https://api.openai.com/v1/chat/completions \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -d '{ + "model": "VAR_chat_model_id", + "messages": [ + { + "role": "developer", + "content": "You are a helpful assistant." + }, + { + "role": "user", + "content": "Hello!" + } + ] + }' + python: > + from openai import OpenAI + + client = OpenAI() + + + completion = client.chat.completions.create( + model="VAR_chat_model_id", + messages=[ + {"role": "developer", "content": "You are a helpful assistant."}, + {"role": "user", "content": "Hello!"} + ] + ) + + + print(completion.choices[0].message) + node.js: >- + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const completion = await openai.chat.completions.create({ + messages: [{ role: "developer", content: "You are a helpful assistant." }], + model: "VAR_chat_model_id", + store: true, + }); + + console.log(completion.choices[0]); + } + + + main(); + response: | + { + "id": "chatcmpl-123", + "object": "chat.completion", + "created": 1677652288, + "model": "gpt-4o-mini", + "system_fingerprint": "fp_44709d6fcb", + "choices": [{ + "index": 0, + "message": { + "role": "assistant", + "content": "\n\nHello there, how may I assist you today?", + }, + "logprobs": null, + "finish_reason": "stop" + }], + "service_tier": "default", + "usage": { + "prompt_tokens": 9, + "completion_tokens": 12, + "total_tokens": 21, + "completion_tokens_details": { + "reasoning_tokens": 0, + "accepted_prediction_tokens": 0, + "rejected_prediction_tokens": 0 + } + } + } + - title: Image input + request: + curl: > + curl https://api.openai.com/v1/chat/completions \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -d '{ + "model": "gpt-4o", + "messages": [ + { + "role": "user", + "content": [ + { + "type": "text", + "text": "What'\''s in this image?" + }, + { + "type": "image_url", + "image_url": { + "url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" + } + } + ] + } + ], + "max_tokens": 300 + }' + python: > + from openai import OpenAI + + + client = OpenAI() + + + response = client.chat.completions.create( + model="gpt-4o", + messages=[ + { + "role": "user", + "content": [ + {"type": "text", "text": "What's in this image?"}, + { + "type": "image_url", + "image_url": { + "url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg", + } + }, + ], + } + ], + max_tokens=300, + ) + + + print(response.choices[0]) + node.js: >- + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const response = await openai.chat.completions.create({ + model: "gpt-4o", + messages: [ + { + role: "user", + content: [ + { type: "text", text: "What's in this image?" }, + { + type: "image_url", + image_url: { + "url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg", + }, + } + ], + }, + ], + store: true, + }); + console.log(response.choices[0]); + } + + main(); + response: > + { + "id": "chatcmpl-123", + "object": "chat.completion", + "created": 1677652288, + "model": "gpt-4o-mini", + "system_fingerprint": "fp_44709d6fcb", + "choices": [{ + "index": 0, + "message": { + "role": "assistant", + "content": "\n\nThis image shows a wooden boardwalk extending through a lush green marshland.", + }, + "logprobs": null, + "finish_reason": "stop" + }], + "usage": { + "prompt_tokens": 9, + "completion_tokens": 12, + "total_tokens": 21, + "completion_tokens_details": { + "reasoning_tokens": 0, + "accepted_prediction_tokens": 0, + "rejected_prediction_tokens": 0 + } + } + } + - title: Streaming + request: + curl: | + curl https://api.openai.com/v1/chat/completions \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -d '{ + "model": "VAR_chat_model_id", + "messages": [ + { + "role": "developer", + "content": "You are a helpful assistant." + }, + { + "role": "user", + "content": "Hello!" + } + ], + "stream": true + }' + python: > + from openai import OpenAI + + client = OpenAI() + + + completion = client.chat.completions.create( + model="VAR_chat_model_id", + messages=[ + {"role": "developer", "content": "You are a helpful assistant."}, + {"role": "user", "content": "Hello!"} + ], + stream=True + ) + + + for chunk in completion: + print(chunk.choices[0].delta) + node.js: >- + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const completion = await openai.chat.completions.create({ + model: "VAR_chat_model_id", + messages: [ + {"role": "developer", "content": "You are a helpful assistant."}, + {"role": "user", "content": "Hello!"} + ], + store: true, + stream: true, + }); + + for await (const chunk of completion) { + console.log(chunk.choices[0].delta.content); + } + } + + + main(); + response: > + {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini", + "system_fingerprint": "fp_44709d6fcb", + "choices":[{"index":0,"delta":{"role":"assistant","content":""},"logprobs":null,"finish_reason":null}]} + + + {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini", + "system_fingerprint": "fp_44709d6fcb", + "choices":[{"index":0,"delta":{"content":"Hello"},"logprobs":null,"finish_reason":null}]} + + + .... + + + {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini", + "system_fingerprint": "fp_44709d6fcb", + "choices":[{"index":0,"delta":{},"logprobs":null,"finish_reason":"stop"}]} + - title: Functions + request: + curl: > + curl https://api.openai.com/v1/chat/completions \ + + -H "Content-Type: application/json" \ + + -H "Authorization: Bearer $OPENAI_API_KEY" \ + + -d '{ + "model": "gpt-4o", + "messages": [ + { + "role": "user", + "content": "What'\''s the weather like in Boston today?" + } + ], + "tools": [ + { + "type": "function", + "function": { + "name": "get_current_weather", + "description": "Get the current weather in a given location", + "parameters": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA" + }, + "unit": { + "type": "string", + "enum": ["celsius", "fahrenheit"] + } + }, + "required": ["location"] + } + } + } + ], + "tool_choice": "auto" + }' + python: > + from openai import OpenAI + + client = OpenAI() + + + tools = [ + { + "type": "function", + "function": { + "name": "get_current_weather", + "description": "Get the current weather in a given location", + "parameters": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA", + }, + "unit": {"type": "string", "enum": ["celsius", "fahrenheit"]}, + }, + "required": ["location"], + }, + } + } + ] + + messages = [{"role": "user", "content": "What's the weather like + in Boston today?"}] + + completion = client.chat.completions.create( + model="VAR_chat_model_id", + messages=messages, + tools=tools, + tool_choice="auto" + ) + + + print(completion) + node.js: >- + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const messages = [{"role": "user", "content": "What's the weather like in Boston today?"}]; + const tools = [ + { + "type": "function", + "function": { + "name": "get_current_weather", + "description": "Get the current weather in a given location", + "parameters": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA", + }, + "unit": {"type": "string", "enum": ["celsius", "fahrenheit"]}, + }, + "required": ["location"], + }, + } + } + ]; + + const response = await openai.chat.completions.create({ + model: "gpt-4o", + messages: messages, + tools: tools, + tool_choice: "auto", + store: true, + }); + + console.log(response); + } + + + main(); + response: | + { + "id": "chatcmpl-abc123", + "object": "chat.completion", + "created": 1699896916, + "model": "gpt-4o-mini", + "choices": [ + { + "index": 0, + "message": { + "role": "assistant", + "content": null, + "tool_calls": [ + { + "id": "call_abc123", + "type": "function", + "function": { + "name": "get_current_weather", + "arguments": "{\n\"location\": \"Boston, MA\"\n}" + } + } + ] + }, + "logprobs": null, + "finish_reason": "tool_calls" + } + ], + "usage": { + "prompt_tokens": 82, + "completion_tokens": 17, + "total_tokens": 99, + "completion_tokens_details": { + "reasoning_tokens": 0, + "accepted_prediction_tokens": 0, + "rejected_prediction_tokens": 0 + } + } + } + - title: Logprobs + request: + curl: | + curl https://api.openai.com/v1/chat/completions \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -d '{ + "model": "VAR_chat_model_id", + "messages": [ + { + "role": "user", + "content": "Hello!" + } + ], + "logprobs": true, + "top_logprobs": 2 + }' + python: | + from openai import OpenAI + client = OpenAI() + + completion = client.chat.completions.create( + model="VAR_chat_model_id", + messages=[ + {"role": "user", "content": "Hello!"} + ], + logprobs=True, + top_logprobs=2 + ) + + print(completion.choices[0].message) + print(completion.choices[0].logprobs) + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const completion = await openai.chat.completions.create({ + messages: [{ role: "user", content: "Hello!" }], + model: "VAR_chat_model_id", + store: true, + logprobs: true, + top_logprobs: 2, + }); + + console.log(completion.choices[0]); + } + + main(); + response: | + { + "id": "chatcmpl-123", + "object": "chat.completion", + "created": 1702685778, + "model": "gpt-4o-mini", + "choices": [ + { + "index": 0, + "message": { + "role": "assistant", + "content": "Hello! How can I assist you today?" + }, + "logprobs": { + "content": [ + { + "token": "Hello", + "logprob": -0.31725305, + "bytes": [72, 101, 108, 108, 111], + "top_logprobs": [ + { + "token": "Hello", + "logprob": -0.31725305, + "bytes": [72, 101, 108, 108, 111] + }, + { + "token": "Hi", + "logprob": -1.3190403, + "bytes": [72, 105] + } + ] + }, + { + "token": "!", + "logprob": -0.02380986, + "bytes": [ + 33 + ], + "top_logprobs": [ + { + "token": "!", + "logprob": -0.02380986, + "bytes": [33] + }, + { + "token": " there", + "logprob": -3.787621, + "bytes": [32, 116, 104, 101, 114, 101] + } + ] + }, + { + "token": " How", + "logprob": -0.000054669687, + "bytes": [32, 72, 111, 119], + "top_logprobs": [ + { + "token": " How", + "logprob": -0.000054669687, + "bytes": [32, 72, 111, 119] + }, + { + "token": "<|end|>", + "logprob": -10.953937, + "bytes": null + } + ] + }, + { + "token": " can", + "logprob": -0.015801601, + "bytes": [32, 99, 97, 110], + "top_logprobs": [ + { + "token": " can", + "logprob": -0.015801601, + "bytes": [32, 99, 97, 110] + }, + { + "token": " may", + "logprob": -4.161023, + "bytes": [32, 109, 97, 121] + } + ] + }, + { + "token": " I", + "logprob": -3.7697225e-6, + "bytes": [ + 32, + 73 + ], + "top_logprobs": [ + { + "token": " I", + "logprob": -3.7697225e-6, + "bytes": [32, 73] + }, + { + "token": " assist", + "logprob": -13.596657, + "bytes": [32, 97, 115, 115, 105, 115, 116] + } + ] + }, + { + "token": " assist", + "logprob": -0.04571125, + "bytes": [32, 97, 115, 115, 105, 115, 116], + "top_logprobs": [ + { + "token": " assist", + "logprob": -0.04571125, + "bytes": [32, 97, 115, 115, 105, 115, 116] + }, + { + "token": " help", + "logprob": -3.1089056, + "bytes": [32, 104, 101, 108, 112] + } + ] + }, + { + "token": " you", + "logprob": -5.4385737e-6, + "bytes": [32, 121, 111, 117], + "top_logprobs": [ + { + "token": " you", + "logprob": -5.4385737e-6, + "bytes": [32, 121, 111, 117] + }, + { + "token": " today", + "logprob": -12.807695, + "bytes": [32, 116, 111, 100, 97, 121] + } + ] + }, + { + "token": " today", + "logprob": -0.0040071653, + "bytes": [32, 116, 111, 100, 97, 121], + "top_logprobs": [ + { + "token": " today", + "logprob": -0.0040071653, + "bytes": [32, 116, 111, 100, 97, 121] + }, + { + "token": "?", + "logprob": -5.5247097, + "bytes": [63] + } + ] + }, + { + "token": "?", + "logprob": -0.0008108172, + "bytes": [63], + "top_logprobs": [ + { + "token": "?", + "logprob": -0.0008108172, + "bytes": [63] + }, + { + "token": "?\n", + "logprob": -7.184561, + "bytes": [63, 10] + } + ] + } + ] + }, + "finish_reason": "stop" + } + ], + "usage": { + "prompt_tokens": 9, + "completion_tokens": 9, + "total_tokens": 18, + "completion_tokens_details": { + "reasoning_tokens": 0, + "accepted_prediction_tokens": 0, + "rejected_prediction_tokens": 0 + } + }, + "system_fingerprint": null + } + /completions: + post: + operationId: createCompletion + tags: + - Completions + summary: Creates a completion for the provided prompt and parameters. + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/CreateCompletionRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/CreateCompletionResponse" + x-oaiMeta: + name: Create completion + group: completions + returns: > + Returns a [completion](/docs/api-reference/completions/object) object, + or a sequence of completion objects if the request is streamed. + legacy: true + examples: + - title: No streaming + request: + curl: | + curl https://api.openai.com/v1/completions \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -d '{ + "model": "VAR_completion_model_id", + "prompt": "Say this is a test", + "max_tokens": 7, + "temperature": 0 + }' + python: | + from openai import OpenAI + client = OpenAI() + + client.completions.create( + model="VAR_completion_model_id", + prompt="Say this is a test", + max_tokens=7, + temperature=0 + ) + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const completion = await openai.completions.create({ + model: "VAR_completion_model_id", + prompt: "Say this is a test.", + max_tokens: 7, + temperature: 0, + }); + + console.log(completion); + } + main(); + response: | + { + "id": "cmpl-uqkvlQyYK7bGYrRHQ0eXlWi7", + "object": "text_completion", + "created": 1589478378, + "model": "VAR_completion_model_id", + "system_fingerprint": "fp_44709d6fcb", + "choices": [ + { + "text": "\n\nThis is indeed a test", + "index": 0, + "logprobs": null, + "finish_reason": "length" + } + ], + "usage": { + "prompt_tokens": 5, + "completion_tokens": 7, + "total_tokens": 12 + } + } + - title: Streaming + request: + curl: | + curl https://api.openai.com/v1/completions \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -d '{ + "model": "VAR_completion_model_id", + "prompt": "Say this is a test", + "max_tokens": 7, + "temperature": 0, + "stream": true + }' + python: | + from openai import OpenAI + client = OpenAI() + + for chunk in client.completions.create( + model="VAR_completion_model_id", + prompt="Say this is a test", + max_tokens=7, + temperature=0, + stream=True + ): + print(chunk.choices[0].text) + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const stream = await openai.completions.create({ + model: "VAR_completion_model_id", + prompt: "Say this is a test.", + stream: true, + }); + + for await (const chunk of stream) { + console.log(chunk.choices[0].text) + } + } + main(); + response: | + { + "id": "cmpl-7iA7iJjj8V2zOkCGvWF2hAkDWBQZe", + "object": "text_completion", + "created": 1690759702, + "choices": [ + { + "text": "This", + "index": 0, + "logprobs": null, + "finish_reason": null + } + ], + "model": "gpt-3.5-turbo-instruct" + "system_fingerprint": "fp_44709d6fcb", + } + /embeddings: + post: + operationId: createEmbedding + tags: + - Embeddings + summary: Creates an embedding vector representing the input text. + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/CreateEmbeddingRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/CreateEmbeddingResponse" + x-oaiMeta: + name: Create embeddings + group: embeddings + returns: A list of [embedding](/docs/api-reference/embeddings/object) objects. + examples: + request: + curl: | + curl https://api.openai.com/v1/embeddings \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -d '{ + "input": "The food was delicious and the waiter...", + "model": "text-embedding-ada-002", + "encoding_format": "float" + }' + python: | + from openai import OpenAI + client = OpenAI() + + client.embeddings.create( + model="text-embedding-ada-002", + input="The food was delicious and the waiter...", + encoding_format="float" + ) + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const embedding = await openai.embeddings.create({ + model: "text-embedding-ada-002", + input: "The quick brown fox jumped over the lazy dog", + encoding_format: "float", + }); + + console.log(embedding); + } + + main(); + response: | + { + "object": "list", + "data": [ + { + "object": "embedding", + "embedding": [ + 0.0023064255, + -0.009327292, + .... (1536 floats total for ada-002) + -0.0028842222, + ], + "index": 0 + } + ], + "model": "text-embedding-ada-002", + "usage": { + "prompt_tokens": 8, + "total_tokens": 8 + } + } + /files: + get: + operationId: listFiles + tags: + - Files + summary: Returns a list of files. + parameters: + - in: query + name: purpose + required: false + schema: + type: string + description: Only return files with the given purpose. + - name: limit + in: query + description: > + A limit on the number of objects to be returned. Limit can range + between 1 and 10,000, and the default is 10,000. + required: false + schema: + type: integer + default: 10000 + - name: order + in: query + description: > + Sort order by the `created_at` timestamp of the objects. `asc` for + ascending order and `desc` for descending order. + schema: + type: string + default: desc + enum: + - asc + - desc + - name: after + in: query + description: > + A cursor for use in pagination. `after` is an object ID that defines + your place in the list. For instance, if you make a list request and + receive 100 objects, ending with obj_foo, your subsequent call can + include after=obj_foo in order to fetch the next page of the list. + schema: + type: string + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ListFilesResponse" + x-oaiMeta: + name: List files + group: files + returns: A list of [File](/docs/api-reference/files/object) objects. + examples: + request: + curl: | + curl https://api.openai.com/v1/files \ + -H "Authorization: Bearer $OPENAI_API_KEY" + python: | + from openai import OpenAI + client = OpenAI() + + client.files.list() + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const list = await openai.files.list(); + + for await (const file of list) { + console.log(file); + } + } + + main(); + response: | + { + "data": [ + { + "id": "file-abc123", + "object": "file", + "bytes": 175, + "created_at": 1613677385, + "filename": "salesOverview.pdf", + "purpose": "assistants", + }, + { + "id": "file-abc123", + "object": "file", + "bytes": 140, + "created_at": 1613779121, + "filename": "puppy.jsonl", + "purpose": "fine-tune", + } + ], + "object": "list" + } + post: + operationId: createFile + tags: + - Files + summary: > + Upload a file that can be used across various endpoints. Individual + files can be up to 512 MB, and the size of all files uploaded by one + organization can be up to 100 GB. + + + The Assistants API supports files up to 2 million tokens and of specific + file types. See the [Assistants Tools guide](/docs/assistants/tools) for + details. + + + The Fine-tuning API only supports `.jsonl` files. The input also has + certain required formats for fine-tuning + [chat](/docs/api-reference/fine-tuning/chat-input) or + [completions](/docs/api-reference/fine-tuning/completions-input) models. + + + The Batch API only supports `.jsonl` files up to 200 MB in size. The + input also has a specific required + [format](/docs/api-reference/batch/request-input). + + + Please [contact us](https://help.openai.com/) if you need to increase + these storage limits. + requestBody: + required: true + content: + multipart/form-data: + schema: + $ref: "#/components/schemas/CreateFileRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/OpenAIFile" + x-oaiMeta: + name: Upload file + group: files + returns: The uploaded [File](/docs/api-reference/files/object) object. + examples: + request: + curl: | + curl https://api.openai.com/v1/files \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -F purpose="fine-tune" \ + -F file="@mydata.jsonl" + python: | + from openai import OpenAI + client = OpenAI() + + client.files.create( + file=open("mydata.jsonl", "rb"), + purpose="fine-tune" + ) + node.js: |- + import fs from "fs"; + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const file = await openai.files.create({ + file: fs.createReadStream("mydata.jsonl"), + purpose: "fine-tune", + }); + + console.log(file); + } + + main(); + response: | + { + "id": "file-abc123", + "object": "file", + "bytes": 120000, + "created_at": 1677610602, + "filename": "mydata.jsonl", + "purpose": "fine-tune", + } + /files/{file_id}: + delete: + operationId: deleteFile + tags: + - Files + summary: Delete a file. + parameters: + - in: path + name: file_id + required: true + schema: + type: string + description: The ID of the file to use for this request. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/DeleteFileResponse" + x-oaiMeta: + name: Delete file + group: files + returns: Deletion status. + examples: + request: + curl: | + curl https://api.openai.com/v1/files/file-abc123 \ + -X DELETE \ + -H "Authorization: Bearer $OPENAI_API_KEY" + python: | + from openai import OpenAI + client = OpenAI() + + client.files.delete("file-abc123") + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const file = await openai.files.del("file-abc123"); + + console.log(file); + } + + main(); + response: | + { + "id": "file-abc123", + "object": "file", + "deleted": true + } + get: + operationId: retrieveFile + tags: + - Files + summary: Returns information about a specific file. + parameters: + - in: path + name: file_id + required: true + schema: + type: string + description: The ID of the file to use for this request. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/OpenAIFile" + x-oaiMeta: + name: Retrieve file + group: files + returns: + The [File](/docs/api-reference/files/object) object matching the + specified ID. + examples: + request: + curl: | + curl https://api.openai.com/v1/files/file-abc123 \ + -H "Authorization: Bearer $OPENAI_API_KEY" + python: | + from openai import OpenAI + client = OpenAI() + + client.files.retrieve("file-abc123") + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const file = await openai.files.retrieve("file-abc123"); + + console.log(file); + } + + main(); + response: | + { + "id": "file-abc123", + "object": "file", + "bytes": 120000, + "created_at": 1677610602, + "filename": "mydata.jsonl", + "purpose": "fine-tune", + } + /files/{file_id}/content: + get: + operationId: downloadFile + tags: + - Files + summary: Returns the contents of the specified file. + parameters: + - in: path + name: file_id + required: true + schema: + type: string + description: The ID of the file to use for this request. + responses: + "200": + description: OK + content: + application/json: + schema: + type: string + x-oaiMeta: + name: Retrieve file content + group: files + returns: The file content. + examples: + request: + curl: | + curl https://api.openai.com/v1/files/file-abc123/content \ + -H "Authorization: Bearer $OPENAI_API_KEY" > file.jsonl + python: | + from openai import OpenAI + client = OpenAI() + + content = client.files.content("file-abc123") + node.js: | + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const file = await openai.files.content("file-abc123"); + + console.log(file); + } + + main(); + /fine_tuning/jobs: + post: + operationId: createFineTuningJob + tags: + - Fine-tuning + summary: > + Creates a fine-tuning job which begins the process of creating a new + model from a given dataset. + + + Response includes details of the enqueued job including job status and + the name of the fine-tuned models once complete. + + + [Learn more about fine-tuning](/docs/guides/fine-tuning) + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/CreateFineTuningJobRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/FineTuningJob" + x-oaiMeta: + name: Create fine-tuning job + group: fine-tuning + returns: A [fine-tuning.job](/docs/api-reference/fine-tuning/object) object. + examples: + - title: Default + request: + curl: | + curl https://api.openai.com/v1/fine_tuning/jobs \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -d '{ + "training_file": "file-BK7bzQj3FfZFXr7DbL6xJwfo", + "model": "gpt-4o-mini" + }' + python: | + from openai import OpenAI + client = OpenAI() + + client.fine_tuning.jobs.create( + training_file="file-abc123", + model="gpt-4o-mini" + ) + node.js: | + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const fineTune = await openai.fineTuning.jobs.create({ + training_file: "file-abc123" + }); + + console.log(fineTune); + } + + main(); + response: | + { + "object": "fine_tuning.job", + "id": "ftjob-abc123", + "model": "gpt-4o-mini-2024-07-18", + "created_at": 1721764800, + "fine_tuned_model": null, + "organization_id": "org-123", + "result_files": [], + "status": "queued", + "validation_file": null, + "training_file": "file-abc123", + "method": { + "type": "supervised", + "supervised": { + "hyperparameters": { + "batch_size": "auto", + "learning_rate_multiplier": "auto", + "n_epochs": "auto", + } + } + } + } + - title: Epochs + request: + curl: | + curl https://api.openai.com/v1/fine_tuning/jobs \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -d '{ + "training_file": "file-abc123", + "model": "gpt-4o-mini", + "method": { + "type": "supervised", + "supervised": { + "hyperparameters": { + "n_epochs": 2 + } + } + } + }' + python: | + from openai import OpenAI + client = OpenAI() + + client.fine_tuning.jobs.create( + training_file="file-abc123", + model="gpt-4o-mini", + method={ + "type": "supervised", + "supervised": { + "hyperparameters": { + "n_epochs": 2 + } + } + } + ) + node.js: | + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const fineTune = await openai.fineTuning.jobs.create({ + training_file: "file-abc123", + model: "gpt-4o-mini", + method: { + type: "supervised", + supervised: { + hyperparameters: { + n_epochs: 2 + } + } + } + }); + + console.log(fineTune); + } + + main(); + response: | + { + "object": "fine_tuning.job", + "id": "ftjob-abc123", + "model": "gpt-4o-mini-2024-07-18", + "created_at": 1721764800, + "fine_tuned_model": null, + "organization_id": "org-123", + "result_files": [], + "status": "queued", + "validation_file": null, + "training_file": "file-abc123", + "hyperparameters": {"n_epochs": 2}, + "method": { + "type": "supervised", + "supervised": { + "hyperparameters": { + "batch_size": "auto", + "learning_rate_multiplier": "auto", + "n_epochs": 2, + } + } + } + } + - title: Validation file + request: + curl: | + curl https://api.openai.com/v1/fine_tuning/jobs \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -d '{ + "training_file": "file-abc123", + "validation_file": "file-abc123", + "model": "gpt-4o-mini" + }' + python: | + from openai import OpenAI + client = OpenAI() + + client.fine_tuning.jobs.create( + training_file="file-abc123", + validation_file="file-def456", + model="gpt-4o-mini" + ) + node.js: | + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const fineTune = await openai.fineTuning.jobs.create({ + training_file: "file-abc123", + validation_file: "file-abc123" + }); + + console.log(fineTune); + } + + main(); + response: | + { + "object": "fine_tuning.job", + "id": "ftjob-abc123", + "model": "gpt-4o-mini-2024-07-18", + "created_at": 1721764800, + "fine_tuned_model": null, + "organization_id": "org-123", + "result_files": [], + "status": "queued", + "validation_file": "file-abc123", + "training_file": "file-abc123", + "method": { + "type": "supervised", + "supervised": { + "hyperparameters": { + "batch_size": "auto", + "learning_rate_multiplier": "auto", + "n_epochs": "auto", + } + } + } + } + - title: DPO + request: + curl: | + curl https://api.openai.com/v1/fine_tuning/jobs \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -d '{ + "training_file": "file-abc123", + "validation_file": "file-abc123", + "model": "gpt-4o-mini", + "method": { + "type": "dpo", + "dpo": { + "hyperparameters": { + "beta": 0.1, + } + } + } + }' + response: | + { + "object": "fine_tuning.job", + "id": "ftjob-abc123", + "model": "gpt-4o-mini-2024-07-18", + "created_at": 1721764800, + "fine_tuned_model": null, + "organization_id": "org-123", + "result_files": [], + "status": "queued", + "validation_file": "file-abc123", + "training_file": "file-abc123", + "method": { + "type": "dpo", + "dpo": { + "hyperparameters": { + "beta": 0.1, + "batch_size": "auto", + "learning_rate_multiplier": "auto", + "n_epochs": "auto", + } + } + } + } + - title: W&B Integration + request: + curl: | + curl https://api.openai.com/v1/fine_tuning/jobs \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -d '{ + "training_file": "file-abc123", + "validation_file": "file-abc123", + "model": "gpt-4o-mini", + "integrations": [ + { + "type": "wandb", + "wandb": { + "project": "my-wandb-project", + "name": "ft-run-display-name" + "tags": [ + "first-experiment", "v2" + ] + } + } + ] + }' + response: | + { + "object": "fine_tuning.job", + "id": "ftjob-abc123", + "model": "gpt-4o-mini-2024-07-18", + "created_at": 1721764800, + "fine_tuned_model": null, + "organization_id": "org-123", + "result_files": [], + "status": "queued", + "validation_file": "file-abc123", + "training_file": "file-abc123", + "integrations": [ + { + "type": "wandb", + "wandb": { + "project": "my-wandb-project", + "entity": None, + "run_id": "ftjob-abc123" + } + } + ], + "method": { + "type": "supervised", + "supervised": { + "hyperparameters": { + "batch_size": "auto", + "learning_rate_multiplier": "auto", + "n_epochs": "auto", + } + } + } + } + get: + operationId: listPaginatedFineTuningJobs + tags: + - Fine-tuning + summary: | + List your organization's fine-tuning jobs + parameters: + - name: after + in: query + description: Identifier for the last job from the previous pagination request. + required: false + schema: + type: string + - name: limit + in: query + description: Number of fine-tuning jobs to retrieve. + required: false + schema: + type: integer + default: 20 + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ListPaginatedFineTuningJobsResponse" + x-oaiMeta: + name: List fine-tuning jobs + group: fine-tuning + returns: A list of paginated [fine-tuning + job](/docs/api-reference/fine-tuning/object) objects. + examples: + request: + curl: | + curl https://api.openai.com/v1/fine_tuning/jobs?limit=2 \ + -H "Authorization: Bearer $OPENAI_API_KEY" + python: | + from openai import OpenAI + client = OpenAI() + + client.fine_tuning.jobs.list() + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const list = await openai.fineTuning.jobs.list(); + + for await (const fineTune of list) { + console.log(fineTune); + } + } + + main(); + response: | + { + "object": "list", + "data": [ + { + "object": "fine_tuning.job", + "id": "ftjob-abc123", + "model": "gpt-4o-mini-2024-07-18", + "created_at": 1721764800, + "fine_tuned_model": null, + "organization_id": "org-123", + "result_files": [], + "status": "queued", + "validation_file": null, + "training_file": "file-abc123" + }, + { ... }, + { ... } + ], "has_more": true + } + /fine_tuning/jobs/{fine_tuning_job_id}: + get: + operationId: retrieveFineTuningJob + tags: + - Fine-tuning + summary: | + Get info about a fine-tuning job. + + [Learn more about fine-tuning](/docs/guides/fine-tuning) + parameters: + - in: path + name: fine_tuning_job_id + required: true + schema: + type: string + example: ft-AF1WoRqd3aJAHsqc9NY7iL8F + description: | + The ID of the fine-tuning job. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/FineTuningJob" + x-oaiMeta: + name: Retrieve fine-tuning job + group: fine-tuning + returns: + The [fine-tuning](/docs/api-reference/fine-tuning/object) object with + the given ID. + examples: + request: + curl: > + curl + https://api.openai.com/v1/fine_tuning/jobs/ft-AF1WoRqd3aJAHsqc9NY7iL8F + \ + -H "Authorization: Bearer $OPENAI_API_KEY" + python: | + from openai import OpenAI + client = OpenAI() + + client.fine_tuning.jobs.retrieve("ftjob-abc123") + node.js: > + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const fineTune = await openai.fineTuning.jobs.retrieve("ftjob-abc123"); + + console.log(fineTune); + } + + + main(); + response: > + { + "object": "fine_tuning.job", + "id": "ftjob-abc123", + "model": "davinci-002", + "created_at": 1692661014, + "finished_at": 1692661190, + "fine_tuned_model": "ft:davinci-002:my-org:custom_suffix:7q8mpxmy", + "organization_id": "org-123", + "result_files": [ + "file-abc123" + ], + "status": "succeeded", + "validation_file": null, + "training_file": "file-abc123", + "hyperparameters": { + "n_epochs": 4, + "batch_size": 1, + "learning_rate_multiplier": 1.0 + }, + "trained_tokens": 5768, + "integrations": [], + "seed": 0, + "estimated_finish": 0, + "method": { + "type": "supervised", + "supervised": { + "hyperparameters": { + "n_epochs": 4, + "batch_size": 1, + "learning_rate_multiplier": 1.0 + } + } + } + } + /fine_tuning/jobs/{fine_tuning_job_id}/cancel: + post: + operationId: cancelFineTuningJob + tags: + - Fine-tuning + summary: | + Immediately cancel a fine-tune job. + parameters: + - in: path + name: fine_tuning_job_id + required: true + schema: + type: string + example: ft-AF1WoRqd3aJAHsqc9NY7iL8F + description: | + The ID of the fine-tuning job to cancel. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/FineTuningJob" + x-oaiMeta: + name: Cancel fine-tuning + group: fine-tuning + returns: + The cancelled [fine-tuning](/docs/api-reference/fine-tuning/object) + object. + examples: + request: + curl: > + curl -X POST + https://api.openai.com/v1/fine_tuning/jobs/ftjob-abc123/cancel \ + -H "Authorization: Bearer $OPENAI_API_KEY" + python: | + from openai import OpenAI + client = OpenAI() + + client.fine_tuning.jobs.cancel("ftjob-abc123") + node.js: >- + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const fineTune = await openai.fineTuning.jobs.cancel("ftjob-abc123"); + + console.log(fineTune); + } + + main(); + response: | + { + "object": "fine_tuning.job", + "id": "ftjob-abc123", + "model": "gpt-4o-mini-2024-07-18", + "created_at": 1721764800, + "fine_tuned_model": null, + "organization_id": "org-123", + "result_files": [], + "status": "cancelled", + "validation_file": "file-abc123", + "training_file": "file-abc123" + } + /fine_tuning/jobs/{fine_tuning_job_id}/checkpoints: + get: + operationId: listFineTuningJobCheckpoints + tags: + - Fine-tuning + summary: | + List checkpoints for a fine-tuning job. + parameters: + - in: path + name: fine_tuning_job_id + required: true + schema: + type: string + example: ft-AF1WoRqd3aJAHsqc9NY7iL8F + description: | + The ID of the fine-tuning job to get checkpoints for. + - name: after + in: query + description: + Identifier for the last checkpoint ID from the previous pagination + request. + required: false + schema: + type: string + - name: limit + in: query + description: Number of checkpoints to retrieve. + required: false + schema: + type: integer + default: 10 + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ListFineTuningJobCheckpointsResponse" + x-oaiMeta: + name: List fine-tuning checkpoints + group: fine-tuning + returns: A list of fine-tuning [checkpoint + objects](/docs/api-reference/fine-tuning/checkpoint-object) for a + fine-tuning job. + examples: + request: + curl: > + curl + https://api.openai.com/v1/fine_tuning/jobs/ftjob-abc123/checkpoints + \ + -H "Authorization: Bearer $OPENAI_API_KEY" + response: > + { + "object": "list" + "data": [ + { + "object": "fine_tuning.job.checkpoint", + "id": "ftckpt_zc4Q7MP6XxulcVzj4MZdwsAB", + "created_at": 1721764867, + "fine_tuned_model_checkpoint": "ft:gpt-4o-mini-2024-07-18:my-org:custom-suffix:96olL566:ckpt-step-2000", + "metrics": { + "full_valid_loss": 0.134, + "full_valid_mean_token_accuracy": 0.874 + }, + "fine_tuning_job_id": "ftjob-abc123", + "step_number": 2000, + }, + { + "object": "fine_tuning.job.checkpoint", + "id": "ftckpt_enQCFmOTGj3syEpYVhBRLTSy", + "created_at": 1721764800, + "fine_tuned_model_checkpoint": "ft:gpt-4o-mini-2024-07-18:my-org:custom-suffix:7q8mpxmy:ckpt-step-1000", + "metrics": { + "full_valid_loss": 0.167, + "full_valid_mean_token_accuracy": 0.781 + }, + "fine_tuning_job_id": "ftjob-abc123", + "step_number": 1000, + }, + ], + "first_id": "ftckpt_zc4Q7MP6XxulcVzj4MZdwsAB", + "last_id": "ftckpt_enQCFmOTGj3syEpYVhBRLTSy", + "has_more": true + } + /fine_tuning/jobs/{fine_tuning_job_id}/events: + get: + operationId: listFineTuningEvents + tags: + - Fine-tuning + summary: | + Get status updates for a fine-tuning job. + parameters: + - in: path + name: fine_tuning_job_id + required: true + schema: + type: string + example: ft-AF1WoRqd3aJAHsqc9NY7iL8F + description: | + The ID of the fine-tuning job to get events for. + - name: after + in: query + description: Identifier for the last event from the previous pagination request. + required: false + schema: + type: string + - name: limit + in: query + description: Number of events to retrieve. + required: false + schema: + type: integer + default: 20 + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ListFineTuningJobEventsResponse" + x-oaiMeta: + name: List fine-tuning events + group: fine-tuning + returns: A list of fine-tuning event objects. + examples: + request: + curl: > + curl + https://api.openai.com/v1/fine_tuning/jobs/ftjob-abc123/events \ + -H "Authorization: Bearer $OPENAI_API_KEY" + python: | + from openai import OpenAI + client = OpenAI() + + client.fine_tuning.jobs.list_events( + fine_tuning_job_id="ftjob-abc123", + limit=2 + ) + node.js: >- + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const list = await openai.fineTuning.list_events(id="ftjob-abc123", limit=2); + + for await (const fineTune of list) { + console.log(fineTune); + } + } + + + main(); + response: > + { + "object": "list", + "data": [ + { + "object": "fine_tuning.job.event", + "id": "ft-event-ddTJfwuMVpfLXseO0Am0Gqjm", + "created_at": 1721764800, + "level": "info", + "message": "Fine tuning job successfully completed", + "data": null, + "type": "message" + }, + { + "object": "fine_tuning.job.event", + "id": "ft-event-tyiGuB72evQncpH87xe505Sv", + "created_at": 1721764800, + "level": "info", + "message": "New fine-tuned model created: ft:gpt-4o-mini:openai::7p4lURel", + "data": null, + "type": "message" + } + ], + "has_more": true + } + /images/edits: + post: + operationId: createImageEdit + tags: + - Images + summary: Creates an edited or extended image given an original image and a prompt. + requestBody: + required: true + content: + multipart/form-data: + schema: + $ref: "#/components/schemas/CreateImageEditRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ImagesResponse" + x-oaiMeta: + name: Create image edit + group: images + returns: Returns a list of [image](/docs/api-reference/images/object) objects. + examples: + request: + curl: | + curl https://api.openai.com/v1/images/edits \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -F image="@otter.png" \ + -F mask="@mask.png" \ + -F prompt="A cute baby sea otter wearing a beret" \ + -F n=2 \ + -F size="1024x1024" + python: | + from openai import OpenAI + client = OpenAI() + + client.images.edit( + image=open("otter.png", "rb"), + mask=open("mask.png", "rb"), + prompt="A cute baby sea otter wearing a beret", + n=2, + size="1024x1024" + ) + node.js: |- + import fs from "fs"; + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const image = await openai.images.edit({ + image: fs.createReadStream("otter.png"), + mask: fs.createReadStream("mask.png"), + prompt: "A cute baby sea otter wearing a beret", + }); + + console.log(image.data); + } + main(); + response: | + { + "created": 1589478378, + "data": [ + { + "url": "https://..." + }, + { + "url": "https://..." + } + ] + } + /images/generations: + post: + operationId: createImage + tags: + - Images + summary: Creates an image given a prompt. + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/CreateImageRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ImagesResponse" + x-oaiMeta: + name: Create image + group: images + returns: Returns a list of [image](/docs/api-reference/images/object) objects. + examples: + request: + curl: | + curl https://api.openai.com/v1/images/generations \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -d '{ + "model": "dall-e-3", + "prompt": "A cute baby sea otter", + "n": 1, + "size": "1024x1024" + }' + python: | + from openai import OpenAI + client = OpenAI() + + client.images.generate( + model="dall-e-3", + prompt="A cute baby sea otter", + n=1, + size="1024x1024" + ) + node.js: >- + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const image = await openai.images.generate({ model: "dall-e-3", prompt: "A cute baby sea otter" }); + + console.log(image.data); + } + + main(); + response: | + { + "created": 1589478378, + "data": [ + { + "url": "https://..." + }, + { + "url": "https://..." + } + ] + } + /images/variations: + post: + operationId: createImageVariation + tags: + - Images + summary: Creates a variation of a given image. + requestBody: + required: true + content: + multipart/form-data: + schema: + $ref: "#/components/schemas/CreateImageVariationRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ImagesResponse" + x-oaiMeta: + name: Create image variation + group: images + returns: Returns a list of [image](/docs/api-reference/images/object) objects. + examples: + request: + curl: | + curl https://api.openai.com/v1/images/variations \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -F image="@otter.png" \ + -F n=2 \ + -F size="1024x1024" + python: | + from openai import OpenAI + client = OpenAI() + + response = client.images.create_variation( + image=open("image_edit_original.png", "rb"), + n=2, + size="1024x1024" + ) + node.js: |- + import fs from "fs"; + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const image = await openai.images.createVariation({ + image: fs.createReadStream("otter.png"), + }); + + console.log(image.data); + } + main(); + response: | + { + "created": 1589478378, + "data": [ + { + "url": "https://..." + }, + { + "url": "https://..." + } + ] + } + /models: + get: + operationId: listModels + tags: + - Models + summary: + Lists the currently available models, and provides basic information + about each one such as the owner and availability. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ListModelsResponse" + x-oaiMeta: + name: List models + group: models + returns: A list of [model](/docs/api-reference/models/object) objects. + examples: + request: + curl: | + curl https://api.openai.com/v1/models \ + -H "Authorization: Bearer $OPENAI_API_KEY" + python: | + from openai import OpenAI + client = OpenAI() + + client.models.list() + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const list = await openai.models.list(); + + for await (const model of list) { + console.log(model); + } + } + main(); + response: | + { + "object": "list", + "data": [ + { + "id": "model-id-0", + "object": "model", + "created": 1686935002, + "owned_by": "organization-owner" + }, + { + "id": "model-id-1", + "object": "model", + "created": 1686935002, + "owned_by": "organization-owner", + }, + { + "id": "model-id-2", + "object": "model", + "created": 1686935002, + "owned_by": "openai" + }, + ], + "object": "list" + } + /models/{model}: + get: + operationId: retrieveModel + tags: + - Models + summary: + Retrieves a model instance, providing basic information about the model + such as the owner and permissioning. + parameters: + - in: path + name: model + required: true + schema: + type: string + example: gpt-4o-mini + description: The ID of the model to use for this request + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/Model" + x-oaiMeta: + name: Retrieve model + group: models + returns: + The [model](/docs/api-reference/models/object) object matching the + specified ID. + examples: + request: + curl: | + curl https://api.openai.com/v1/models/VAR_chat_model_id \ + -H "Authorization: Bearer $OPENAI_API_KEY" + python: | + from openai import OpenAI + client = OpenAI() + + client.models.retrieve("VAR_chat_model_id") + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const model = await openai.models.retrieve("VAR_chat_model_id"); + + console.log(model); + } + + main(); + response: | + { + "id": "VAR_chat_model_id", + "object": "model", + "created": 1686935002, + "owned_by": "openai" + } + delete: + operationId: deleteModel + tags: + - Models + summary: Delete a fine-tuned model. You must have the Owner role in your + organization to delete a model. + parameters: + - in: path + name: model + required: true + schema: + type: string + example: ft:gpt-4o-mini:acemeco:suffix:abc123 + description: The model to delete + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/DeleteModelResponse" + x-oaiMeta: + name: Delete a fine-tuned model + group: models + returns: Deletion status. + examples: + request: + curl: > + curl + https://api.openai.com/v1/models/ft:gpt-4o-mini:acemeco:suffix:abc123 + \ + -X DELETE \ + -H "Authorization: Bearer $OPENAI_API_KEY" + python: | + from openai import OpenAI + client = OpenAI() + + client.models.delete("ft:gpt-4o-mini:acemeco:suffix:abc123") + node.js: >- + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const model = await openai.models.del("ft:gpt-4o-mini:acemeco:suffix:abc123"); + + console.log(model); + } + + main(); + response: | + { + "id": "ft:gpt-4o-mini:acemeco:suffix:abc123", + "object": "model", + "deleted": true + } + /moderations: + post: + operationId: createModeration + tags: + - Moderations + summary: | + Classifies if text and/or image inputs are potentially harmful. Learn + more in the [moderation guide](/docs/guides/moderation). + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/CreateModerationRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/CreateModerationResponse" + x-oaiMeta: + name: Create moderation + group: moderations + returns: A [moderation](/docs/api-reference/moderations/object) object. + examples: + - title: Single string + request: + curl: | + curl https://api.openai.com/v1/moderations \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -d '{ + "input": "I want to kill them." + }' + python: > + from openai import OpenAI + + client = OpenAI() + + + moderation = client.moderations.create(input="I want to kill + them.") + + print(moderation) + node.js: > + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const moderation = await openai.moderations.create({ input: "I want to kill them." }); + + console.log(moderation); + } + + main(); + response: | + { + "id": "modr-AB8CjOTu2jiq12hp1AQPfeqFWaORR", + "model": "text-moderation-007", + "results": [ + { + "flagged": true, + "categories": { + "sexual": false, + "hate": false, + "harassment": true, + "self-harm": false, + "sexual/minors": false, + "hate/threatening": false, + "violence/graphic": false, + "self-harm/intent": false, + "self-harm/instructions": false, + "harassment/threatening": true, + "violence": true + }, + "category_scores": { + "sexual": 0.000011726012417057063, + "hate": 0.22706663608551025, + "harassment": 0.5215635299682617, + "self-harm": 2.227119921371923e-6, + "sexual/minors": 7.107352217872176e-8, + "hate/threatening": 0.023547329008579254, + "violence/graphic": 0.00003391829886822961, + "self-harm/intent": 1.646940972932498e-6, + "self-harm/instructions": 1.1198755256458526e-9, + "harassment/threatening": 0.5694745779037476, + "violence": 0.9971134662628174 + } + } + ] + } + - title: Image and text + request: + curl: > + curl https://api.openai.com/v1/moderations \ + -X POST \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -d '{ + "model": "omni-moderation-latest", + "input": [ + { "type": "text", "text": "...text to classify goes here..." }, + { + "type": "image_url", + "image_url": { + "url": "https://example.com/image.png" + } + } + ] + }' + python: > + from openai import OpenAI + + client = OpenAI() + + + response = client.moderations.create( + model="omni-moderation-latest", + input=[ + {"type": "text", "text": "...text to classify goes here..."}, + { + "type": "image_url", + "image_url": { + "url": "https://example.com/image.png", + # can also use base64 encoded image URLs + # "url": "data:image/jpeg;base64,abcdefg..." + } + }, + ], + ) + + + print(response) + node.js: > + import OpenAI from "openai"; + + const openai = new OpenAI(); + + + const moderation = await openai.moderations.create({ + model: "omni-moderation-latest", + input: [ + { type: "text", text: "...text to classify goes here..." }, + { + type: "image_url", + image_url: { + url: "https://example.com/image.png" + // can also use base64 encoded image URLs + // url: "data:image/jpeg;base64,abcdefg..." + } + } + ], + }); + + + console.log(moderation); + response: | + { + "id": "modr-0d9740456c391e43c445bf0f010940c7", + "model": "omni-moderation-latest", + "results": [ + { + "flagged": true, + "categories": { + "harassment": true, + "harassment/threatening": true, + "sexual": false, + "hate": false, + "hate/threatening": false, + "illicit": false, + "illicit/violent": false, + "self-harm/intent": false, + "self-harm/instructions": false, + "self-harm": false, + "sexual/minors": false, + "violence": true, + "violence/graphic": true + }, + "category_scores": { + "harassment": 0.8189693396524255, + "harassment/threatening": 0.804985420696006, + "sexual": 1.573112165348997e-6, + "hate": 0.007562942636942845, + "hate/threatening": 0.004208854591835476, + "illicit": 0.030535955153511665, + "illicit/violent": 0.008925306722380033, + "self-harm/intent": 0.00023023930975076432, + "self-harm/instructions": 0.0002293869201073356, + "self-harm": 0.012598046106750154, + "sexual/minors": 2.212566909570261e-8, + "violence": 0.9999992735124786, + "violence/graphic": 0.843064871157054 + }, + "category_applied_input_types": { + "harassment": [ + "text" + ], + "harassment/threatening": [ + "text" + ], + "sexual": [ + "text", + "image" + ], + "hate": [ + "text" + ], + "hate/threatening": [ + "text" + ], + "illicit": [ + "text" + ], + "illicit/violent": [ + "text" + ], + "self-harm/intent": [ + "text", + "image" + ], + "self-harm/instructions": [ + "text", + "image" + ], + "self-harm": [ + "text", + "image" + ], + "sexual/minors": [ + "text" + ], + "violence": [ + "text", + "image" + ], + "violence/graphic": [ + "text", + "image" + ] + } + } + ] + } + /organization/admin_api_keys: + get: + summary: List organization API keys + operationId: admin-api-keys-list + description: Retrieve a paginated list of organization admin API keys. + parameters: + - in: query + name: after + required: false + schema: + type: string + nullable: true + description: + Return keys with IDs that come after this ID in the pagination + order. + - in: query + name: order + required: false + schema: + type: string + enum: + - asc + - desc + default: asc + description: Order results by creation time, ascending or descending. + - in: query + name: limit + required: false + schema: + type: integer + default: 20 + description: Maximum number of keys to return. + responses: + "200": + description: A list of organization API keys. + content: + application/json: + schema: + $ref: "#/components/schemas/ApiKeyList" + x-oaiMeta: + name: List admin API keys + group: administration + returns: A list of admin API key objects. + examples: + request: + curl: > + curl + https://api.openai.com/v1/organization/admin_api_keys?after=key_abc&limit=20 + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "list", + "data": [ + { + "object": "organization.admin_api_key", + "id": "key_abc", + "name": "Main Admin Key", + "redacted_value": "sk-admin...def", + "created_at": 1711471533, + "owner": { + "type": "service_account", + "object": "organization.service_account", + "id": "sa_456", + "name": "My Service Account", + "created_at": 1711471533, + "role": "member" + } + } + ], + "first_id": "key_abc", + "last_id": "key_abc", + "has_more": false + } + post: + summary: Create an organization admin API key + operationId: admin-api-keys-create + description: Create a new admin-level API key for the organization. + requestBody: + required: true + content: + application/json: + schema: + type: object + required: + - name + properties: + name: + type: string + example: New Admin Key + responses: + "200": + description: The newly created admin API key. + content: + application/json: + schema: + $ref: "#/components/schemas/AdminApiKey" + x-oaiMeta: + name: Create admin API key + group: administration + returns: The created admin API key object. + examples: + request: + curl: > + curl -X POST https://api.openai.com/v1/organization/admin_api_keys + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" \ + -d '{ + "name": "New Admin Key" + }' + response: | + { + "object": "organization.admin_api_key", + "id": "key_xyz", + "name": "New Admin Key", + "redacted_value": "sk-admin...xyz", + "created_at": 1711471533, + "owner": { + "type": "user", + "object": "organization.user", + "id": "user_123", + "name": "John Doe", + "created_at": 1711471533, + "role": "owner" + }, + "value": "sk-admin-1234abcd" + } + /organization/admin_api_keys/{key_id}: + get: + summary: Retrieve a single organization API key + operationId: admin-api-keys-get + description: Get details for a specific organization API key by its ID. + parameters: + - in: path + name: key_id + required: true + schema: + type: string + description: The ID of the API key. + responses: + "200": + description: Details of the requested API key. + content: + application/json: + schema: + $ref: "#/components/schemas/AdminApiKey" + x-oaiMeta: + name: Retrieve admin API key + group: administration + returns: The requested admin API key object. + examples: + request: + curl: > + curl https://api.openai.com/v1/organization/admin_api_keys/key_abc + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "organization.admin_api_key", + "id": "key_abc", + "name": "Main Admin Key", + "redacted_value": "sk-admin...xyz", + "created_at": 1711471533, + "owner": { + "type": "user", + "object": "organization.user", + "id": "user_123", + "name": "John Doe", + "created_at": 1711471533, + "role": "owner" + } + } + delete: + summary: Delete an organization admin API key + operationId: admin-api-keys-delete + description: Delete the specified admin API key. + parameters: + - in: path + name: key_id + required: true + schema: + type: string + description: The ID of the API key to be deleted. + responses: + "200": + description: Confirmation that the API key was deleted. + content: + application/json: + schema: + type: object + properties: + id: + type: string + example: key_abc + object: + type: string + example: organization.admin_api_key.deleted + deleted: + type: boolean + example: true + x-oaiMeta: + name: Delete admin API key + group: administration + returns: A confirmation object indicating the key was deleted. + examples: + request: + curl: > + curl -X DELETE + https://api.openai.com/v1/organization/admin_api_keys/key_abc \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "id": "key_abc", + "object": "organization.admin_api_key.deleted", + "deleted": true + } + /organization/audit_logs: + get: + summary: List user actions and configuration changes within this organization. + operationId: list-audit-logs + tags: + - Audit Logs + parameters: + - name: effective_at + in: query + description: + Return only events whose `effective_at` (Unix seconds) is in this + range. + required: false + schema: + type: object + properties: + gt: + type: integer + description: + Return only events whose `effective_at` (Unix seconds) is greater + than this value. + gte: + type: integer + description: + Return only events whose `effective_at` (Unix seconds) is greater + than or equal to this value. + lt: + type: integer + description: + Return only events whose `effective_at` (Unix seconds) is less than + this value. + lte: + type: integer + description: + Return only events whose `effective_at` (Unix seconds) is less than + or equal to this value. + - name: project_ids[] + in: query + description: Return only events for these projects. + required: false + schema: + type: array + items: + type: string + - name: event_types[] + in: query + description: + Return only events with a `type` in one of these values. For + example, `project.created`. For all options, see the documentation + for the [audit log object](/docs/api-reference/audit-logs/object). + required: false + schema: + type: array + items: + $ref: "#/components/schemas/AuditLogEventType" + - name: actor_ids[] + in: query + description: + Return only events performed by these actors. Can be a user ID, a + service account ID, or an api key tracking ID. + required: false + schema: + type: array + items: + type: string + - name: actor_emails[] + in: query + description: Return only events performed by users with these emails. + required: false + schema: + type: array + items: + type: string + - name: resource_ids[] + in: query + description: + Return only events performed on these targets. For example, a + project ID updated. + required: false + schema: + type: array + items: + type: string + - name: limit + in: query + description: > + A limit on the number of objects to be returned. Limit can range + between 1 and 100, and the default is 20. + required: false + schema: + type: integer + default: 20 + - name: after + in: query + description: > + A cursor for use in pagination. `after` is an object ID that defines + your place in the list. For instance, if you make a list request and + receive 100 objects, ending with obj_foo, your subsequent call can + include after=obj_foo in order to fetch the next page of the list. + schema: + type: string + - name: before + in: query + description: > + A cursor for use in pagination. `before` is an object ID that + defines your place in the list. For instance, if you make a list + request and receive 100 objects, starting with obj_foo, your + subsequent call can include before=obj_foo in order to fetch the + previous page of the list. + schema: + type: string + responses: + "200": + description: Audit logs listed successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/ListAuditLogsResponse" + x-oaiMeta: + name: List audit logs + group: audit-logs + returns: + A list of paginated [Audit Log](/docs/api-reference/audit-logs/object) + objects. + examples: + request: + curl: | + curl https://api.openai.com/v1/organization/audit_logs \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: > + { + "object": "list", + "data": [ + { + "id": "audit_log-xxx_yyyymmdd", + "type": "project.archived", + "effective_at": 1722461446, + "actor": { + "type": "api_key", + "api_key": { + "type": "user", + "user": { + "id": "user-xxx", + "email": "user@example.com" + } + } + }, + "project.archived": { + "id": "proj_abc" + }, + }, + { + "id": "audit_log-yyy__20240101", + "type": "api_key.updated", + "effective_at": 1720804190, + "actor": { + "type": "session", + "session": { + "user": { + "id": "user-xxx", + "email": "user@example.com" + }, + "ip_address": "127.0.0.1", + "user_agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36", + "ja3": "a497151ce4338a12c4418c44d375173e", + "ja4": "q13d0313h3_55b375c5d22e_c7319ce65786", + "ip_address_details": { + "country": "US", + "city": "San Francisco", + "region": "California", + "region_code": "CA", + "asn": "1234", + "latitude": "37.77490", + "longitude": "-122.41940" + } + } + }, + "api_key.updated": { + "id": "key_xxxx", + "data": { + "scopes": ["resource_2.operation_2"] + } + }, + } + ], + "first_id": "audit_log-xxx__20240101", + "last_id": "audit_log_yyy__20240101", + "has_more": true + } + /organization/costs: + get: + summary: Get costs details for the organization. + operationId: usage-costs + tags: + - Usage + parameters: + - name: start_time + in: query + description: Start time (Unix seconds) of the query time range, inclusive. + required: true + schema: + type: integer + - name: end_time + in: query + description: End time (Unix seconds) of the query time range, exclusive. + required: false + schema: + type: integer + - name: bucket_width + in: query + description: + Width of each time bucket in response. Currently only `1d` is + supported, default to `1d`. + required: false + schema: + type: string + enum: + - 1d + default: 1d + - name: project_ids + in: query + description: Return only costs for these projects. + required: false + schema: + type: array + items: + type: string + - name: group_by + in: query + description: + Group the costs by the specified fields. Support fields include + `project_id`, `line_item` and any combination of them. + required: false + schema: + type: array + items: + type: string + enum: + - project_id + - line_item + - name: limit + in: query + description: > + A limit on the number of buckets to be returned. Limit can range + between 1 and 180, and the default is 7. + required: false + schema: + type: integer + default: 7 + - name: page + in: query + description: + A cursor for use in pagination. Corresponding to the `next_page` + field from the previous response. + schema: + type: string + responses: + "200": + description: Costs data retrieved successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/UsageResponse" + x-oaiMeta: + name: Costs + group: usage-costs + returns: A list of paginated, time bucketed + [Costs](/docs/api-reference/usage/costs_object) objects. + examples: + request: + curl: > + curl + "https://api.openai.com/v1/organization/costs?start_time=1730419200&limit=1" + \ + + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + + -H "Content-Type: application/json" + response: | + { + "object": "page", + "data": [ + { + "object": "bucket", + "start_time": 1730419200, + "end_time": 1730505600, + "results": [ + { + "object": "organization.costs.result", + "amount": { + "value": 0.06, + "currency": "usd" + }, + "line_item": null, + "project_id": null + } + ] + } + ], + "has_more": false, + "next_page": null + } + /organization/invites: + get: + summary: Returns a list of invites in the organization. + operationId: list-invites + tags: + - Invites + parameters: + - name: limit + in: query + description: > + A limit on the number of objects to be returned. Limit can range + between 1 and 100, and the default is 20. + required: false + schema: + type: integer + default: 20 + - name: after + in: query + description: > + A cursor for use in pagination. `after` is an object ID that defines + your place in the list. For instance, if you make a list request and + receive 100 objects, ending with obj_foo, your subsequent call can + include after=obj_foo in order to fetch the next page of the list. + required: false + schema: + type: string + responses: + "200": + description: Invites listed successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/InviteListResponse" + x-oaiMeta: + name: List invites + group: administration + returns: A list of [Invite](/docs/api-reference/invite/object) objects. + examples: + request: + curl: > + curl + https://api.openai.com/v1/organization/invites?after=invite-abc&limit=20 + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "list", + "data": [ + { + "object": "organization.invite", + "id": "invite-abc", + "email": "user@example.com", + "role": "owner", + "status": "accepted", + "invited_at": 1711471533, + "expires_at": 1711471533, + "accepted_at": 1711471533 + } + ], + "first_id": "invite-abc", + "last_id": "invite-abc", + "has_more": false + } + post: + summary: + Create an invite for a user to the organization. The invite must be + accepted by the user before they have access to the organization. + operationId: inviteUser + tags: + - Invites + requestBody: + description: The invite request payload. + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/InviteRequest" + responses: + "200": + description: User invited successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/Invite" + x-oaiMeta: + name: Create invite + group: administration + returns: The created [Invite](/docs/api-reference/invite/object) object. + examples: + request: + curl: | + curl -X POST https://api.openai.com/v1/organization/invites \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" \ + -d '{ + "email": "anotheruser@example.com", + "role": "reader", + "projects": [ + { + "id": "project-xyz", + "role": "member" + }, + { + "id": "project-abc", + "role": "owner" + } + ] + }' + response: | + { + "object": "organization.invite", + "id": "invite-def", + "email": "anotheruser@example.com", + "role": "reader", + "status": "pending", + "invited_at": 1711471533, + "expires_at": 1711471533, + "accepted_at": null, + "projects": [ + { + "id": "project-xyz", + "role": "member" + }, + { + "id": "project-abc", + "role": "owner" + } + ] + } + /organization/invites/{invite_id}: + get: + summary: Retrieves an invite. + operationId: retrieve-invite + tags: + - Invites + parameters: + - in: path + name: invite_id + required: true + schema: + type: string + description: The ID of the invite to retrieve. + responses: + "200": + description: Invite retrieved successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/Invite" + x-oaiMeta: + name: Retrieve invite + group: administration + returns: + The [Invite](/docs/api-reference/invite/object) object matching the + specified ID. + examples: + request: + curl: | + curl https://api.openai.com/v1/organization/invites/invite-abc \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "organization.invite", + "id": "invite-abc", + "email": "user@example.com", + "role": "owner", + "status": "accepted", + "invited_at": 1711471533, + "expires_at": 1711471533, + "accepted_at": 1711471533 + } + delete: + summary: + Delete an invite. If the invite has already been accepted, it cannot be + deleted. + operationId: delete-invite + tags: + - Invites + parameters: + - in: path + name: invite_id + required: true + schema: + type: string + description: The ID of the invite to delete. + responses: + "200": + description: Invite deleted successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/InviteDeleteResponse" + x-oaiMeta: + name: Delete invite + group: administration + returns: Confirmation that the invite has been deleted + examples: + request: + curl: > + curl -X DELETE + https://api.openai.com/v1/organization/invites/invite-abc \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "organization.invite.deleted", + "id": "invite-abc", + "deleted": true + } + /organization/projects: + get: + summary: Returns a list of projects. + operationId: list-projects + tags: + - Projects + parameters: + - name: limit + in: query + description: > + A limit on the number of objects to be returned. Limit can range + between 1 and 100, and the default is 20. + required: false + schema: + type: integer + default: 20 + - name: after + in: query + description: > + A cursor for use in pagination. `after` is an object ID that defines + your place in the list. For instance, if you make a list request and + receive 100 objects, ending with obj_foo, your subsequent call can + include after=obj_foo in order to fetch the next page of the list. + required: false + schema: + type: string + - name: include_archived + in: query + schema: + type: boolean + default: false + description: + If `true` returns all projects including those that have been + `archived`. Archived projects are not included by default. + responses: + "200": + description: Projects listed successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectListResponse" + x-oaiMeta: + name: List projects + group: administration + returns: A list of [Project](/docs/api-reference/projects/object) objects. + examples: + request: + curl: > + curl + https://api.openai.com/v1/organization/projects?after=proj_abc&limit=20&include_archived=false + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "list", + "data": [ + { + "id": "proj_abc", + "object": "organization.project", + "name": "Project example", + "created_at": 1711471533, + "archived_at": null, + "status": "active" + } + ], + "first_id": "proj-abc", + "last_id": "proj-xyz", + "has_more": false + } + post: + summary: + Create a new project in the organization. Projects can be created and + archived, but cannot be deleted. + operationId: create-project + tags: + - Projects + requestBody: + description: The project create request payload. + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectCreateRequest" + responses: + "200": + description: Project created successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/Project" + x-oaiMeta: + name: Create project + group: administration + returns: The created [Project](/docs/api-reference/projects/object) object. + examples: + request: + curl: | + curl -X POST https://api.openai.com/v1/organization/projects \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" \ + -d '{ + "name": "Project ABC" + }' + response: | + { + "id": "proj_abc", + "object": "organization.project", + "name": "Project ABC", + "created_at": 1711471533, + "archived_at": null, + "status": "active" + } + /organization/projects/{project_id}: + get: + summary: Retrieves a project. + operationId: retrieve-project + tags: + - Projects + parameters: + - name: project_id + in: path + description: The ID of the project. + required: true + schema: + type: string + responses: + "200": + description: Project retrieved successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/Project" + x-oaiMeta: + name: Retrieve project + group: administration + description: Retrieve a project. + returns: + The [Project](/docs/api-reference/projects/object) object matching the + specified ID. + examples: + request: + curl: | + curl https://api.openai.com/v1/organization/projects/proj_abc \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "id": "proj_abc", + "object": "organization.project", + "name": "Project example", + "created_at": 1711471533, + "archived_at": null, + "status": "active" + } + post: + summary: Modifies a project in the organization. + operationId: modify-project + tags: + - Projects + parameters: + - name: project_id + in: path + description: The ID of the project. + required: true + schema: + type: string + requestBody: + description: The project update request payload. + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectUpdateRequest" + responses: + "200": + description: Project updated successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/Project" + "400": + description: Error response when updating the default project. + content: + application/json: + schema: + $ref: "#/components/schemas/ErrorResponse" + x-oaiMeta: + name: Modify project + group: administration + returns: The updated [Project](/docs/api-reference/projects/object) object. + examples: + request: + curl: > + curl -X POST + https://api.openai.com/v1/organization/projects/proj_abc \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" \ + -d '{ + "name": "Project DEF" + }' + /organization/projects/{project_id}/api_keys: + get: + summary: Returns a list of API keys in the project. + operationId: list-project-api-keys + tags: + - Projects + parameters: + - name: project_id + in: path + description: The ID of the project. + required: true + schema: + type: string + - name: limit + in: query + description: > + A limit on the number of objects to be returned. Limit can range + between 1 and 100, and the default is 20. + required: false + schema: + type: integer + default: 20 + - name: after + in: query + description: > + A cursor for use in pagination. `after` is an object ID that defines + your place in the list. For instance, if you make a list request and + receive 100 objects, ending with obj_foo, your subsequent call can + include after=obj_foo in order to fetch the next page of the list. + required: false + schema: + type: string + responses: + "200": + description: Project API keys listed successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectApiKeyListResponse" + x-oaiMeta: + name: List project API keys + group: administration + returns: + A list of [ProjectApiKey](/docs/api-reference/project-api-keys/object) + objects. + examples: + request: + curl: > + curl + https://api.openai.com/v1/organization/projects/proj_abc/api_keys?after=key_abc&limit=20 + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "list", + "data": [ + { + "object": "organization.project.api_key", + "redacted_value": "sk-abc...def", + "name": "My API Key", + "created_at": 1711471533, + "id": "key_abc", + "owner": { + "type": "user", + "user": { + "object": "organization.project.user", + "id": "user_abc", + "name": "First Last", + "email": "user@example.com", + "role": "owner", + "added_at": 1711471533 + } + } + } + ], + "first_id": "key_abc", + "last_id": "key_xyz", + "has_more": false + } + /organization/projects/{project_id}/api_keys/{key_id}: + get: + summary: Retrieves an API key in the project. + operationId: retrieve-project-api-key + tags: + - Projects + parameters: + - name: project_id + in: path + description: The ID of the project. + required: true + schema: + type: string + - name: key_id + in: path + description: The ID of the API key. + required: true + schema: + type: string + responses: + "200": + description: Project API key retrieved successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectApiKey" + x-oaiMeta: + name: Retrieve project API key + group: administration + returns: + The [ProjectApiKey](/docs/api-reference/project-api-keys/object) object + matching the specified ID. + examples: + request: + curl: > + curl + https://api.openai.com/v1/organization/projects/proj_abc/api_keys/key_abc + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "organization.project.api_key", + "redacted_value": "sk-abc...def", + "name": "My API Key", + "created_at": 1711471533, + "id": "key_abc", + "owner": { + "type": "user", + "user": { + "object": "organization.project.user", + "id": "user_abc", + "name": "First Last", + "email": "user@example.com", + "role": "owner", + "added_at": 1711471533 + } + } + } + delete: + summary: Deletes an API key from the project. + operationId: delete-project-api-key + tags: + - Projects + parameters: + - name: project_id + in: path + description: The ID of the project. + required: true + schema: + type: string + - name: key_id + in: path + description: The ID of the API key. + required: true + schema: + type: string + responses: + "200": + description: Project API key deleted successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectApiKeyDeleteResponse" + "400": + description: Error response for various conditions. + content: + application/json: + schema: + $ref: "#/components/schemas/ErrorResponse" + x-oaiMeta: + name: Delete project API key + group: administration + returns: + Confirmation of the key's deletion or an error if the key belonged to a + service account + examples: + request: + curl: > + curl -X DELETE + https://api.openai.com/v1/organization/projects/proj_abc/api_keys/key_abc + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "organization.project.api_key.deleted", + "id": "key_abc", + "deleted": true + } + /organization/projects/{project_id}/archive: + post: + summary: + Archives a project in the organization. Archived projects cannot be + used or updated. + operationId: archive-project + tags: + - Projects + parameters: + - name: project_id + in: path + description: The ID of the project. + required: true + schema: + type: string + responses: + "200": + description: Project archived successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/Project" + x-oaiMeta: + name: Archive project + group: administration + returns: The archived [Project](/docs/api-reference/projects/object) object. + examples: + request: + curl: > + curl -X POST + https://api.openai.com/v1/organization/projects/proj_abc/archive \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "id": "proj_abc", + "object": "organization.project", + "name": "Project DEF", + "created_at": 1711471533, + "archived_at": 1711471533, + "status": "archived" + } + /organization/projects/{project_id}/rate_limits: + get: + summary: Returns the rate limits per model for a project. + operationId: list-project-rate-limits + tags: + - Projects + parameters: + - name: project_id + in: path + description: The ID of the project. + required: true + schema: + type: string + - name: limit + in: query + description: | + A limit on the number of objects to be returned. The default is 100. + required: false + schema: + type: integer + default: 100 + - name: after + in: query + description: > + A cursor for use in pagination. `after` is an object ID that defines + your place in the list. For instance, if you make a list request and + receive 100 objects, ending with obj_foo, your subsequent call can + include after=obj_foo in order to fetch the next page of the list. + required: false + schema: + type: string + - name: before + in: query + description: > + A cursor for use in pagination. `before` is an object ID that + defines your place in the list. For instance, if you make a list + request and receive 100 objects, beginning with obj_foo, your + subsequent call can include before=obj_foo in order to fetch the + previous page of the list. + required: false + schema: + type: string + responses: + "200": + description: Project rate limits listed successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectRateLimitListResponse" + x-oaiMeta: + name: List project rate limits + group: administration + returns: A list of + [ProjectRateLimit](/docs/api-reference/project-rate-limits/object) + objects. + examples: + request: + curl: > + curl + https://api.openai.com/v1/organization/projects/proj_abc/rate_limits?after=rl_xxx&limit=20 + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "list", + "data": [ + { + "object": "project.rate_limit", + "id": "rl-ada", + "model": "ada", + "max_requests_per_1_minute": 600, + "max_tokens_per_1_minute": 150000, + "max_images_per_1_minute": 10 + } + ], + "first_id": "rl-ada", + "last_id": "rl-ada", + "has_more": false + } + error_response: | + { + "code": 404, + "message": "The project {project_id} was not found" + } + /organization/projects/{project_id}/rate_limits/{rate_limit_id}: + post: + summary: Updates a project rate limit. + operationId: update-project-rate-limits + tags: + - Projects + parameters: + - name: project_id + in: path + description: The ID of the project. + required: true + schema: + type: string + - name: rate_limit_id + in: path + description: The ID of the rate limit. + required: true + schema: + type: string + requestBody: + description: The project rate limit update request payload. + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectRateLimitUpdateRequest" + responses: + "200": + description: Project rate limit updated successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectRateLimit" + "400": + description: Error response for various conditions. + content: + application/json: + schema: + $ref: "#/components/schemas/ErrorResponse" + x-oaiMeta: + name: Modify project rate limit + group: administration + returns: The updated + [ProjectRateLimit](/docs/api-reference/project-rate-limits/object) + object. + examples: + request: + curl: > + curl -X POST + https://api.openai.com/v1/organization/projects/proj_abc/rate_limits/rl_xxx + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" \ + -d '{ + "max_requests_per_1_minute": 500 + }' + response: | + { + "object": "project.rate_limit", + "id": "rl-ada", + "model": "ada", + "max_requests_per_1_minute": 600, + "max_tokens_per_1_minute": 150000, + "max_images_per_1_minute": 10 + } + error_response: | + { + "code": 404, + "message": "The project {project_id} was not found" + } + /organization/projects/{project_id}/service_accounts: + get: + summary: Returns a list of service accounts in the project. + operationId: list-project-service-accounts + tags: + - Projects + parameters: + - name: project_id + in: path + description: The ID of the project. + required: true + schema: + type: string + - name: limit + in: query + description: > + A limit on the number of objects to be returned. Limit can range + between 1 and 100, and the default is 20. + required: false + schema: + type: integer + default: 20 + - name: after + in: query + description: > + A cursor for use in pagination. `after` is an object ID that defines + your place in the list. For instance, if you make a list request and + receive 100 objects, ending with obj_foo, your subsequent call can + include after=obj_foo in order to fetch the next page of the list. + required: false + schema: + type: string + responses: + "200": + description: Project service accounts listed successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectServiceAccountListResponse" + "400": + description: Error response when project is archived. + content: + application/json: + schema: + $ref: "#/components/schemas/ErrorResponse" + x-oaiMeta: + name: List project service accounts + group: administration + returns: A list of + [ProjectServiceAccount](/docs/api-reference/project-service-accounts/object) + objects. + examples: + request: + curl: > + curl + https://api.openai.com/v1/organization/projects/proj_abc/service_accounts?after=custom_id&limit=20 + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "list", + "data": [ + { + "object": "organization.project.service_account", + "id": "svc_acct_abc", + "name": "Service Account", + "role": "owner", + "created_at": 1711471533 + } + ], + "first_id": "svc_acct_abc", + "last_id": "svc_acct_xyz", + "has_more": false + } + post: + summary: + Creates a new service account in the project. This also returns an + unredacted API key for the service account. + operationId: create-project-service-account + tags: + - Projects + parameters: + - name: project_id + in: path + description: The ID of the project. + required: true + schema: + type: string + requestBody: + description: The project service account create request payload. + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectServiceAccountCreateRequest" + responses: + "200": + description: Project service account created successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectServiceAccountCreateResponse" + "400": + description: Error response when project is archived. + content: + application/json: + schema: + $ref: "#/components/schemas/ErrorResponse" + x-oaiMeta: + name: Create project service account + group: administration + returns: The created + [ProjectServiceAccount](/docs/api-reference/project-service-accounts/object) + object. + examples: + request: + curl: > + curl -X POST + https://api.openai.com/v1/organization/projects/proj_abc/service_accounts + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" \ + -d '{ + "name": "Production App" + }' + response: | + { + "object": "organization.project.service_account", + "id": "svc_acct_abc", + "name": "Production App", + "role": "member", + "created_at": 1711471533, + "api_key": { + "object": "organization.project.service_account.api_key", + "value": "sk-abcdefghijklmnop123", + "name": "Secret Key", + "created_at": 1711471533, + "id": "key_abc" + } + } + /organization/projects/{project_id}/service_accounts/{service_account_id}: + get: + summary: Retrieves a service account in the project. + operationId: retrieve-project-service-account + tags: + - Projects + parameters: + - name: project_id + in: path + description: The ID of the project. + required: true + schema: + type: string + - name: service_account_id + in: path + description: The ID of the service account. + required: true + schema: + type: string + responses: + "200": + description: Project service account retrieved successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectServiceAccount" + x-oaiMeta: + name: Retrieve project service account + group: administration + returns: The + [ProjectServiceAccount](/docs/api-reference/project-service-accounts/object) + object matching the specified ID. + examples: + request: + curl: > + curl + https://api.openai.com/v1/organization/projects/proj_abc/service_accounts/svc_acct_abc + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "organization.project.service_account", + "id": "svc_acct_abc", + "name": "Service Account", + "role": "owner", + "created_at": 1711471533 + } + delete: + summary: Deletes a service account from the project. + operationId: delete-project-service-account + tags: + - Projects + parameters: + - name: project_id + in: path + description: The ID of the project. + required: true + schema: + type: string + - name: service_account_id + in: path + description: The ID of the service account. + required: true + schema: + type: string + responses: + "200": + description: Project service account deleted successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectServiceAccountDeleteResponse" + x-oaiMeta: + name: Delete project service account + group: administration + returns: + Confirmation of service account being deleted, or an error in case of + an archived project, which has no service accounts + examples: + request: + curl: > + curl -X DELETE + https://api.openai.com/v1/organization/projects/proj_abc/service_accounts/svc_acct_abc + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "organization.project.service_account.deleted", + "id": "svc_acct_abc", + "deleted": true + } + /organization/projects/{project_id}/users: + get: + summary: Returns a list of users in the project. + operationId: list-project-users + tags: + - Projects + parameters: + - name: project_id + in: path + description: The ID of the project. + required: true + schema: + type: string + - name: limit + in: query + description: > + A limit on the number of objects to be returned. Limit can range + between 1 and 100, and the default is 20. + required: false + schema: + type: integer + default: 20 + - name: after + in: query + description: > + A cursor for use in pagination. `after` is an object ID that defines + your place in the list. For instance, if you make a list request and + receive 100 objects, ending with obj_foo, your subsequent call can + include after=obj_foo in order to fetch the next page of the list. + required: false + schema: + type: string + responses: + "200": + description: Project users listed successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectUserListResponse" + "400": + description: Error response when project is archived. + content: + application/json: + schema: + $ref: "#/components/schemas/ErrorResponse" + x-oaiMeta: + name: List project users + group: administration + returns: + A list of [ProjectUser](/docs/api-reference/project-users/object) + objects. + examples: + request: + curl: > + curl + https://api.openai.com/v1/organization/projects/proj_abc/users?after=user_abc&limit=20 + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "list", + "data": [ + { + "object": "organization.project.user", + "id": "user_abc", + "name": "First Last", + "email": "user@example.com", + "role": "owner", + "added_at": 1711471533 + } + ], + "first_id": "user-abc", + "last_id": "user-xyz", + "has_more": false + } + post: + summary: Adds a user to the project. Users must already be members of the + organization to be added to a project. + operationId: create-project-user + parameters: + - name: project_id + in: path + description: The ID of the project. + required: true + schema: + type: string + tags: + - Projects + requestBody: + description: The project user create request payload. + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectUserCreateRequest" + responses: + "200": + description: User added to project successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectUser" + "400": + description: Error response for various conditions. + content: + application/json: + schema: + $ref: "#/components/schemas/ErrorResponse" + x-oaiMeta: + name: Create project user + group: administration + returns: + The created [ProjectUser](/docs/api-reference/project-users/object) + object. + examples: + request: + curl: > + curl -X POST + https://api.openai.com/v1/organization/projects/proj_abc/users \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" \ + -d '{ + "user_id": "user_abc", + "role": "member" + }' + response: | + { + "object": "organization.project.user", + "id": "user_abc", + "email": "user@example.com", + "role": "owner", + "added_at": 1711471533 + } + /organization/projects/{project_id}/users/{user_id}: + get: + summary: Retrieves a user in the project. + operationId: retrieve-project-user + tags: + - Projects + parameters: + - name: project_id + in: path + description: The ID of the project. + required: true + schema: + type: string + - name: user_id + in: path + description: The ID of the user. + required: true + schema: + type: string + responses: + "200": + description: Project user retrieved successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectUser" + x-oaiMeta: + name: Retrieve project user + group: administration + returns: + The [ProjectUser](/docs/api-reference/project-users/object) object + matching the specified ID. + examples: + request: + curl: > + curl + https://api.openai.com/v1/organization/projects/proj_abc/users/user_abc + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "organization.project.user", + "id": "user_abc", + "name": "First Last", + "email": "user@example.com", + "role": "owner", + "added_at": 1711471533 + } + post: + summary: Modifies a user's role in the project. + operationId: modify-project-user + tags: + - Projects + parameters: + - name: project_id + in: path + description: The ID of the project. + required: true + schema: + type: string + - name: user_id + in: path + description: The ID of the user. + required: true + schema: + type: string + requestBody: + description: The project user update request payload. + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectUserUpdateRequest" + responses: + "200": + description: Project user's role updated successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectUser" + "400": + description: Error response for various conditions. + content: + application/json: + schema: + $ref: "#/components/schemas/ErrorResponse" + x-oaiMeta: + name: Modify project user + group: administration + returns: + The updated [ProjectUser](/docs/api-reference/project-users/object) + object. + examples: + request: + curl: > + curl -X POST + https://api.openai.com/v1/organization/projects/proj_abc/users/user_abc + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" \ + -d '{ + "role": "owner" + }' + response: | + { + "object": "organization.project.user", + "id": "user_abc", + "name": "First Last", + "email": "user@example.com", + "role": "owner", + "added_at": 1711471533 + } + delete: + summary: Deletes a user from the project. + operationId: delete-project-user + tags: + - Projects + parameters: + - name: project_id + in: path + description: The ID of the project. + required: true + schema: + type: string + - name: user_id + in: path + description: The ID of the user. + required: true + schema: + type: string + responses: + "200": + description: Project user deleted successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/ProjectUserDeleteResponse" + "400": + description: Error response for various conditions. + content: + application/json: + schema: + $ref: "#/components/schemas/ErrorResponse" + x-oaiMeta: + name: Delete project user + group: administration + returns: + Confirmation that project has been deleted or an error in case of an + archived project, which has no users + examples: + request: + curl: > + curl -X DELETE + https://api.openai.com/v1/organization/projects/proj_abc/users/user_abc + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "organization.project.user.deleted", + "id": "user_abc", + "deleted": true + } + /organization/usage/audio_speeches: + get: + summary: Get audio speeches usage details for the organization. + operationId: usage-audio-speeches + tags: + - Usage + parameters: + - name: start_time + in: query + description: Start time (Unix seconds) of the query time range, inclusive. + required: true + schema: + type: integer + - name: end_time + in: query + description: End time (Unix seconds) of the query time range, exclusive. + required: false + schema: + type: integer + - name: bucket_width + in: query + description: + Width of each time bucket in response. Currently `1m`, `1h` and + `1d` are supported, default to `1d`. + required: false + schema: + type: string + enum: + - 1m + - 1h + - 1d + default: 1d + - name: project_ids + in: query + description: Return only usage for these projects. + required: false + schema: + type: array + items: + type: string + - name: user_ids + in: query + description: Return only usage for these users. + required: false + schema: + type: array + items: + type: string + - name: api_key_ids + in: query + description: Return only usage for these API keys. + required: false + schema: + type: array + items: + type: string + - name: models + in: query + description: Return only usage for these models. + required: false + schema: + type: array + items: + type: string + - name: group_by + in: query + description: + Group the usage data by the specified fields. Support fields + include `project_id`, `user_id`, `api_key_id`, `model` or any + combination of them. + required: false + schema: + type: array + items: + type: string + enum: + - project_id + - user_id + - api_key_id + - model + - name: limit + in: query + description: | + Specifies the number of buckets to return. + - `bucket_width=1d`: default: 7, max: 31 + - `bucket_width=1h`: default: 24, max: 168 + - `bucket_width=1m`: default: 60, max: 1440 + required: false + schema: + type: integer + - name: page + in: query + description: + A cursor for use in pagination. Corresponding to the `next_page` + field from the previous response. + schema: + type: string + responses: + "200": + description: Usage data retrieved successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/UsageResponse" + x-oaiMeta: + name: Audio speeches + group: usage-audio-speeches + returns: A list of paginated, time bucketed [Audio speeches + usage](/docs/api-reference/usage/audio_speeches_object) objects. + examples: + request: + curl: > + curl + "https://api.openai.com/v1/organization/usage/audio_speeches?start_time=1730419200&limit=1" + \ + + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + + -H "Content-Type: application/json" + response: > + { + "object": "page", + "data": [ + { + "object": "bucket", + "start_time": 1730419200, + "end_time": 1730505600, + "results": [ + { + "object": "organization.usage.audio_speeches.result", + "characters": 45, + "num_model_requests": 1, + "project_id": null, + "user_id": null, + "api_key_id": null, + "model": null + } + ] + } + ], + "has_more": false, + "next_page": null + } + /organization/usage/audio_transcriptions: + get: + summary: Get audio transcriptions usage details for the organization. + operationId: usage-audio-transcriptions + tags: + - Usage + parameters: + - name: start_time + in: query + description: Start time (Unix seconds) of the query time range, inclusive. + required: true + schema: + type: integer + - name: end_time + in: query + description: End time (Unix seconds) of the query time range, exclusive. + required: false + schema: + type: integer + - name: bucket_width + in: query + description: + Width of each time bucket in response. Currently `1m`, `1h` and + `1d` are supported, default to `1d`. + required: false + schema: + type: string + enum: + - 1m + - 1h + - 1d + default: 1d + - name: project_ids + in: query + description: Return only usage for these projects. + required: false + schema: + type: array + items: + type: string + - name: user_ids + in: query + description: Return only usage for these users. + required: false + schema: + type: array + items: + type: string + - name: api_key_ids + in: query + description: Return only usage for these API keys. + required: false + schema: + type: array + items: + type: string + - name: models + in: query + description: Return only usage for these models. + required: false + schema: + type: array + items: + type: string + - name: group_by + in: query + description: + Group the usage data by the specified fields. Support fields + include `project_id`, `user_id`, `api_key_id`, `model` or any + combination of them. + required: false + schema: + type: array + items: + type: string + enum: + - project_id + - user_id + - api_key_id + - model + - name: limit + in: query + description: | + Specifies the number of buckets to return. + - `bucket_width=1d`: default: 7, max: 31 + - `bucket_width=1h`: default: 24, max: 168 + - `bucket_width=1m`: default: 60, max: 1440 + required: false + schema: + type: integer + - name: page + in: query + description: + A cursor for use in pagination. Corresponding to the `next_page` + field from the previous response. + schema: + type: string + responses: + "200": + description: Usage data retrieved successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/UsageResponse" + x-oaiMeta: + name: Audio transcriptions + group: usage-audio-transcriptions + returns: A list of paginated, time bucketed [Audio transcriptions + usage](/docs/api-reference/usage/audio_transcriptions_object) objects. + examples: + request: + curl: > + curl + "https://api.openai.com/v1/organization/usage/audio_transcriptions?start_time=1730419200&limit=1" + \ + + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + + -H "Content-Type: application/json" + response: > + { + "object": "page", + "data": [ + { + "object": "bucket", + "start_time": 1730419200, + "end_time": 1730505600, + "results": [ + { + "object": "organization.usage.audio_transcriptions.result", + "seconds": 20, + "num_model_requests": 1, + "project_id": null, + "user_id": null, + "api_key_id": null, + "model": null + } + ] + } + ], + "has_more": false, + "next_page": null + } + /organization/usage/code_interpreter_sessions: + get: + summary: Get code interpreter sessions usage details for the organization. + operationId: usage-code-interpreter-sessions + tags: + - Usage + parameters: + - name: start_time + in: query + description: Start time (Unix seconds) of the query time range, inclusive. + required: true + schema: + type: integer + - name: end_time + in: query + description: End time (Unix seconds) of the query time range, exclusive. + required: false + schema: + type: integer + - name: bucket_width + in: query + description: + Width of each time bucket in response. Currently `1m`, `1h` and + `1d` are supported, default to `1d`. + required: false + schema: + type: string + enum: + - 1m + - 1h + - 1d + default: 1d + - name: project_ids + in: query + description: Return only usage for these projects. + required: false + schema: + type: array + items: + type: string + - name: group_by + in: query + description: + Group the usage data by the specified fields. Support fields + include `project_id`. + required: false + schema: + type: array + items: + type: string + enum: + - project_id + - name: limit + in: query + description: | + Specifies the number of buckets to return. + - `bucket_width=1d`: default: 7, max: 31 + - `bucket_width=1h`: default: 24, max: 168 + - `bucket_width=1m`: default: 60, max: 1440 + required: false + schema: + type: integer + - name: page + in: query + description: + A cursor for use in pagination. Corresponding to the `next_page` + field from the previous response. + schema: + type: string + responses: + "200": + description: Usage data retrieved successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/UsageResponse" + x-oaiMeta: + name: Code interpreter sessions + group: usage-code-interpreter-sessions + returns: A list of paginated, time bucketed [Code interpreter sessions + usage](/docs/api-reference/usage/code_interpreter_sessions_object) + objects. + examples: + request: + curl: > + curl + "https://api.openai.com/v1/organization/usage/code_interpreter_sessions?start_time=1730419200&limit=1" + \ + + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + + -H "Content-Type: application/json" + response: > + { + "object": "page", + "data": [ + { + "object": "bucket", + "start_time": 1730419200, + "end_time": 1730505600, + "results": [ + { + "object": "organization.usage.code_interpreter_sessions.result", + "sessions": 1, + "project_id": null + } + ] + } + ], + "has_more": false, + "next_page": null + } + /organization/usage/completions: + get: + summary: Get completions usage details for the organization. + operationId: usage-completions + tags: + - Usage + parameters: + - name: start_time + in: query + description: Start time (Unix seconds) of the query time range, inclusive. + required: true + schema: + type: integer + - name: end_time + in: query + description: End time (Unix seconds) of the query time range, exclusive. + required: false + schema: + type: integer + - name: bucket_width + in: query + description: + Width of each time bucket in response. Currently `1m`, `1h` and + `1d` are supported, default to `1d`. + required: false + schema: + type: string + enum: + - 1m + - 1h + - 1d + default: 1d + - name: project_ids + in: query + description: Return only usage for these projects. + required: false + schema: + type: array + items: + type: string + - name: user_ids + in: query + description: Return only usage for these users. + required: false + schema: + type: array + items: + type: string + - name: api_key_ids + in: query + description: Return only usage for these API keys. + required: false + schema: + type: array + items: + type: string + - name: models + in: query + description: Return only usage for these models. + required: false + schema: + type: array + items: + type: string + - name: batch + in: query + description: > + If `true`, return batch jobs only. If `false`, return non-batch jobs + only. By default, return both. + required: false + schema: + type: boolean + - name: group_by + in: query + description: + Group the usage data by the specified fields. Support fields + include `project_id`, `user_id`, `api_key_id`, `model`, `batch` or + any combination of them. + required: false + schema: + type: array + items: + type: string + enum: + - project_id + - user_id + - api_key_id + - model + - batch + - name: limit + in: query + description: | + Specifies the number of buckets to return. + - `bucket_width=1d`: default: 7, max: 31 + - `bucket_width=1h`: default: 24, max: 168 + - `bucket_width=1m`: default: 60, max: 1440 + required: false + schema: + type: integer + - name: page + in: query + description: + A cursor for use in pagination. Corresponding to the `next_page` + field from the previous response. + schema: + type: string + responses: + "200": + description: Usage data retrieved successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/UsageResponse" + x-oaiMeta: + name: Completions + group: usage-completions + returns: A list of paginated, time bucketed [Completions + usage](/docs/api-reference/usage/completions_object) objects. + examples: + request: + curl: > + curl + "https://api.openai.com/v1/organization/usage/completions?start_time=1730419200&limit=1" + \ + + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + + -H "Content-Type: application/json" + response: > + { + "object": "page", + "data": [ + { + "object": "bucket", + "start_time": 1730419200, + "end_time": 1730505600, + "results": [ + { + "object": "organization.usage.completions.result", + "input_tokens": 1000, + "output_tokens": 500, + "input_cached_tokens": 800, + "input_audio_tokens": 0, + "output_audio_tokens": 0, + "num_model_requests": 5, + "project_id": null, + "user_id": null, + "api_key_id": null, + "model": null, + "batch": null + } + ] + } + ], + "has_more": true, + "next_page": "page_AAAAAGdGxdEiJdKOAAAAAGcqsYA=" + } + /organization/usage/embeddings: + get: + summary: Get embeddings usage details for the organization. + operationId: usage-embeddings + tags: + - Usage + parameters: + - name: start_time + in: query + description: Start time (Unix seconds) of the query time range, inclusive. + required: true + schema: + type: integer + - name: end_time + in: query + description: End time (Unix seconds) of the query time range, exclusive. + required: false + schema: + type: integer + - name: bucket_width + in: query + description: + Width of each time bucket in response. Currently `1m`, `1h` and + `1d` are supported, default to `1d`. + required: false + schema: + type: string + enum: + - 1m + - 1h + - 1d + default: 1d + - name: project_ids + in: query + description: Return only usage for these projects. + required: false + schema: + type: array + items: + type: string + - name: user_ids + in: query + description: Return only usage for these users. + required: false + schema: + type: array + items: + type: string + - name: api_key_ids + in: query + description: Return only usage for these API keys. + required: false + schema: + type: array + items: + type: string + - name: models + in: query + description: Return only usage for these models. + required: false + schema: + type: array + items: + type: string + - name: group_by + in: query + description: + Group the usage data by the specified fields. Support fields + include `project_id`, `user_id`, `api_key_id`, `model` or any + combination of them. + required: false + schema: + type: array + items: + type: string + enum: + - project_id + - user_id + - api_key_id + - model + - name: limit + in: query + description: | + Specifies the number of buckets to return. + - `bucket_width=1d`: default: 7, max: 31 + - `bucket_width=1h`: default: 24, max: 168 + - `bucket_width=1m`: default: 60, max: 1440 + required: false + schema: + type: integer + - name: page + in: query + description: + A cursor for use in pagination. Corresponding to the `next_page` + field from the previous response. + schema: + type: string + responses: + "200": + description: Usage data retrieved successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/UsageResponse" + x-oaiMeta: + name: Embeddings + group: usage-embeddings + returns: A list of paginated, time bucketed [Embeddings + usage](/docs/api-reference/usage/embeddings_object) objects. + examples: + request: + curl: > + curl + "https://api.openai.com/v1/organization/usage/embeddings?start_time=1730419200&limit=1" + \ + + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + + -H "Content-Type: application/json" + response: > + { + "object": "page", + "data": [ + { + "object": "bucket", + "start_time": 1730419200, + "end_time": 1730505600, + "results": [ + { + "object": "organization.usage.embeddings.result", + "input_tokens": 16, + "num_model_requests": 2, + "project_id": null, + "user_id": null, + "api_key_id": null, + "model": null + } + ] + } + ], + "has_more": false, + "next_page": null + } + /organization/usage/images: + get: + summary: Get images usage details for the organization. + operationId: usage-images + tags: + - Usage + parameters: + - name: start_time + in: query + description: Start time (Unix seconds) of the query time range, inclusive. + required: true + schema: + type: integer + - name: end_time + in: query + description: End time (Unix seconds) of the query time range, exclusive. + required: false + schema: + type: integer + - name: bucket_width + in: query + description: + Width of each time bucket in response. Currently `1m`, `1h` and + `1d` are supported, default to `1d`. + required: false + schema: + type: string + enum: + - 1m + - 1h + - 1d + default: 1d + - name: sources + in: query + description: Return only usages for these sources. Possible values are + `image.generation`, `image.edit`, `image.variation` or any + combination of them. + required: false + schema: + type: array + items: + type: string + enum: + - image.generation + - image.edit + - image.variation + - name: sizes + in: query + description: + Return only usages for these image sizes. Possible values are + `256x256`, `512x512`, `1024x1024`, `1792x1792`, `1024x1792` or any + combination of them. + required: false + schema: + type: array + items: + type: string + enum: + - 256x256 + - 512x512 + - 1024x1024 + - 1792x1792 + - 1024x1792 + - name: project_ids + in: query + description: Return only usage for these projects. + required: false + schema: + type: array + items: + type: string + - name: user_ids + in: query + description: Return only usage for these users. + required: false + schema: + type: array + items: + type: string + - name: api_key_ids + in: query + description: Return only usage for these API keys. + required: false + schema: + type: array + items: + type: string + - name: models + in: query + description: Return only usage for these models. + required: false + schema: + type: array + items: + type: string + - name: group_by + in: query + description: + Group the usage data by the specified fields. Support fields + include `project_id`, `user_id`, `api_key_id`, `model`, `size`, + `source` or any combination of them. + required: false + schema: + type: array + items: + type: string + enum: + - project_id + - user_id + - api_key_id + - model + - size + - source + - name: limit + in: query + description: | + Specifies the number of buckets to return. + - `bucket_width=1d`: default: 7, max: 31 + - `bucket_width=1h`: default: 24, max: 168 + - `bucket_width=1m`: default: 60, max: 1440 + required: false + schema: + type: integer + - name: page + in: query + description: + A cursor for use in pagination. Corresponding to the `next_page` + field from the previous response. + schema: + type: string + responses: + "200": + description: Usage data retrieved successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/UsageResponse" + x-oaiMeta: + name: Images + group: usage-images + returns: A list of paginated, time bucketed [Images + usage](/docs/api-reference/usage/images_object) objects. + examples: + request: + curl: > + curl + "https://api.openai.com/v1/organization/usage/images?start_time=1730419200&limit=1" + \ + + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + + -H "Content-Type: application/json" + response: | + { + "object": "page", + "data": [ + { + "object": "bucket", + "start_time": 1730419200, + "end_time": 1730505600, + "results": [ + { + "object": "organization.usage.images.result", + "images": 2, + "num_model_requests": 2, + "size": null, + "source": null, + "project_id": null, + "user_id": null, + "api_key_id": null, + "model": null + } + ] + } + ], + "has_more": false, + "next_page": null + } + /organization/usage/moderations: + get: + summary: Get moderations usage details for the organization. + operationId: usage-moderations + tags: + - Usage + parameters: + - name: start_time + in: query + description: Start time (Unix seconds) of the query time range, inclusive. + required: true + schema: + type: integer + - name: end_time + in: query + description: End time (Unix seconds) of the query time range, exclusive. + required: false + schema: + type: integer + - name: bucket_width + in: query + description: + Width of each time bucket in response. Currently `1m`, `1h` and + `1d` are supported, default to `1d`. + required: false + schema: + type: string + enum: + - 1m + - 1h + - 1d + default: 1d + - name: project_ids + in: query + description: Return only usage for these projects. + required: false + schema: + type: array + items: + type: string + - name: user_ids + in: query + description: Return only usage for these users. + required: false + schema: + type: array + items: + type: string + - name: api_key_ids + in: query + description: Return only usage for these API keys. + required: false + schema: + type: array + items: + type: string + - name: models + in: query + description: Return only usage for these models. + required: false + schema: + type: array + items: + type: string + - name: group_by + in: query + description: + Group the usage data by the specified fields. Support fields + include `project_id`, `user_id`, `api_key_id`, `model` or any + combination of them. + required: false + schema: + type: array + items: + type: string + enum: + - project_id + - user_id + - api_key_id + - model + - name: limit + in: query + description: | + Specifies the number of buckets to return. + - `bucket_width=1d`: default: 7, max: 31 + - `bucket_width=1h`: default: 24, max: 168 + - `bucket_width=1m`: default: 60, max: 1440 + required: false + schema: + type: integer + - name: page + in: query + description: + A cursor for use in pagination. Corresponding to the `next_page` + field from the previous response. + schema: + type: string + responses: + "200": + description: Usage data retrieved successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/UsageResponse" + x-oaiMeta: + name: Moderations + group: usage-moderations + returns: A list of paginated, time bucketed [Moderations + usage](/docs/api-reference/usage/moderations_object) objects. + examples: + request: + curl: > + curl + "https://api.openai.com/v1/organization/usage/moderations?start_time=1730419200&limit=1" + \ + + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + + -H "Content-Type: application/json" + response: > + { + "object": "page", + "data": [ + { + "object": "bucket", + "start_time": 1730419200, + "end_time": 1730505600, + "results": [ + { + "object": "organization.usage.moderations.result", + "input_tokens": 16, + "num_model_requests": 2, + "project_id": null, + "user_id": null, + "api_key_id": null, + "model": null + } + ] + } + ], + "has_more": false, + "next_page": null + } + /organization/usage/vector_stores: + get: + summary: Get vector stores usage details for the organization. + operationId: usage-vector-stores + tags: + - Usage + parameters: + - name: start_time + in: query + description: Start time (Unix seconds) of the query time range, inclusive. + required: true + schema: + type: integer + - name: end_time + in: query + description: End time (Unix seconds) of the query time range, exclusive. + required: false + schema: + type: integer + - name: bucket_width + in: query + description: + Width of each time bucket in response. Currently `1m`, `1h` and + `1d` are supported, default to `1d`. + required: false + schema: + type: string + enum: + - 1m + - 1h + - 1d + default: 1d + - name: project_ids + in: query + description: Return only usage for these projects. + required: false + schema: + type: array + items: + type: string + - name: group_by + in: query + description: + Group the usage data by the specified fields. Support fields + include `project_id`. + required: false + schema: + type: array + items: + type: string + enum: + - project_id + - name: limit + in: query + description: | + Specifies the number of buckets to return. + - `bucket_width=1d`: default: 7, max: 31 + - `bucket_width=1h`: default: 24, max: 168 + - `bucket_width=1m`: default: 60, max: 1440 + required: false + schema: + type: integer + - name: page + in: query + description: + A cursor for use in pagination. Corresponding to the `next_page` + field from the previous response. + schema: + type: string + responses: + "200": + description: Usage data retrieved successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/UsageResponse" + x-oaiMeta: + name: Vector stores + group: usage-vector-stores + returns: A list of paginated, time bucketed [Vector stores + usage](/docs/api-reference/usage/vector_stores_object) objects. + examples: + request: + curl: > + curl + "https://api.openai.com/v1/organization/usage/vector_stores?start_time=1730419200&limit=1" + \ + + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + + -H "Content-Type: application/json" + response: > + { + "object": "page", + "data": [ + { + "object": "bucket", + "start_time": 1730419200, + "end_time": 1730505600, + "results": [ + { + "object": "organization.usage.vector_stores.result", + "usage_bytes": 1024, + "project_id": null + } + ] + } + ], + "has_more": false, + "next_page": null + } + /organization/users: + get: + summary: Lists all of the users in the organization. + operationId: list-users + tags: + - Users + parameters: + - name: limit + in: query + description: > + A limit on the number of objects to be returned. Limit can range + between 1 and 100, and the default is 20. + required: false + schema: + type: integer + default: 20 + - name: after + in: query + description: > + A cursor for use in pagination. `after` is an object ID that defines + your place in the list. For instance, if you make a list request and + receive 100 objects, ending with obj_foo, your subsequent call can + include after=obj_foo in order to fetch the next page of the list. + required: false + schema: + type: string + - name: emails + in: query + description: Filter by the email address of users. + required: false + schema: + type: array + items: + type: string + responses: + "200": + description: Users listed successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/UserListResponse" + x-oaiMeta: + name: List users + group: administration + returns: A list of [User](/docs/api-reference/users/object) objects. + examples: + request: + curl: > + curl + https://api.openai.com/v1/organization/users?after=user_abc&limit=20 + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "list", + "data": [ + { + "object": "organization.user", + "id": "user_abc", + "name": "First Last", + "email": "user@example.com", + "role": "owner", + "added_at": 1711471533 + } + ], + "first_id": "user-abc", + "last_id": "user-xyz", + "has_more": false + } + /organization/users/{user_id}: + get: + summary: Retrieves a user by their identifier. + operationId: retrieve-user + tags: + - Users + parameters: + - name: user_id + in: path + description: The ID of the user. + required: true + schema: + type: string + responses: + "200": + description: User retrieved successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/User" + x-oaiMeta: + name: Retrieve user + group: administration + returns: + The [User](/docs/api-reference/users/object) object matching the + specified ID. + examples: + request: + curl: | + curl https://api.openai.com/v1/organization/users/user_abc \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "organization.user", + "id": "user_abc", + "name": "First Last", + "email": "user@example.com", + "role": "owner", + "added_at": 1711471533 + } + post: + summary: Modifies a user's role in the organization. + operationId: modify-user + tags: + - Users + parameters: + - name: user_id + in: path + description: The ID of the user. + required: true + schema: + type: string + requestBody: + description: The new user role to modify. This must be one of `owner` or `member`. + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/UserRoleUpdateRequest" + responses: + "200": + description: User role updated successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/User" + x-oaiMeta: + name: Modify user + group: administration + returns: The updated [User](/docs/api-reference/users/object) object. + examples: + request: + curl: > + curl -X POST https://api.openai.com/v1/organization/users/user_abc + \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" \ + -d '{ + "role": "owner" + }' + response: | + { + "object": "organization.user", + "id": "user_abc", + "name": "First Last", + "email": "user@example.com", + "role": "owner", + "added_at": 1711471533 + } + delete: + summary: Deletes a user from the organization. + operationId: delete-user + tags: + - Users + parameters: + - name: user_id + in: path + description: The ID of the user. + required: true + schema: + type: string + responses: + "200": + description: User deleted successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/UserDeleteResponse" + x-oaiMeta: + name: Delete user + group: administration + returns: Confirmation of the deleted user + examples: + request: + curl: > + curl -X DELETE + https://api.openai.com/v1/organization/users/user_abc \ + -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ + -H "Content-Type: application/json" + response: | + { + "object": "organization.user.deleted", + "id": "user_abc", + "deleted": true + } + /realtime/sessions: + post: + summary: > + Create an ephemeral API token for use in client-side applications with + the + + Realtime API. Can be configured with the same session parameters as the + + `session.update` client event. + + + It responds with a session object, plus a `client_secret` key which + contains + + a usable ephemeral API token that can be used to authenticate browser + clients + + for the Realtime API. + operationId: create-realtime-session + tags: + - Realtime + requestBody: + description: Create an ephemeral API key with the given session configuration. + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/RealtimeSessionCreateRequest" + responses: + "200": + description: Session created successfully. + content: + application/json: + schema: + $ref: "#/components/schemas/RealtimeSessionCreateResponse" + x-oaiMeta: + name: Create session + group: realtime + returns: The created Realtime session object, plus an ephemeral key + examples: + request: + curl: | + curl -X POST https://api.openai.com/v1/realtime/sessions \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -d '{ + "model": "gpt-4o-realtime-preview-2024-12-17", + "modalities": ["audio", "text"], + "instructions": "You are a friendly assistant." + }' + response: | + { + "id": "sess_001", + "object": "realtime.session", + "model": "gpt-4o-realtime-preview-2024-12-17", + "modalities": ["audio", "text"], + "instructions": "You are a friendly assistant.", + "voice": "alloy", + "input_audio_format": "pcm16", + "output_audio_format": "pcm16", + "input_audio_transcription": { + "model": "whisper-1" + }, + "turn_detection": null, + "tools": [], + "tool_choice": "none", + "temperature": 0.7, + "max_response_output_tokens": 200, + "client_secret": { + "value": "ek_abc123", + "expires_at": 1234567890 + } + } + /threads: + post: + operationId: createThread + tags: + - Assistants + summary: Create a thread. + requestBody: + content: + application/json: + schema: + $ref: "#/components/schemas/CreateThreadRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ThreadObject" + x-oaiMeta: + name: Create thread + group: threads + beta: true + returns: A [thread](/docs/api-reference/threads) object. + examples: + - title: Empty + request: + curl: | + curl https://api.openai.com/v1/threads \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '' + python: | + from openai import OpenAI + client = OpenAI() + + empty_thread = client.beta.threads.create() + print(empty_thread) + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const emptyThread = await openai.beta.threads.create(); + + console.log(emptyThread); + } + + main(); + response: | + { + "id": "thread_abc123", + "object": "thread", + "created_at": 1699012949, + "metadata": {}, + "tool_resources": {} + } + - title: Messages + request: + curl: | + curl https://api.openai.com/v1/threads \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "messages": [{ + "role": "user", + "content": "Hello, what is AI?" + }, { + "role": "user", + "content": "How does AI work? Explain it in simple terms." + }] + }' + python: | + from openai import OpenAI + client = OpenAI() + + message_thread = client.beta.threads.create( + messages=[ + { + "role": "user", + "content": "Hello, what is AI?" + }, + { + "role": "user", + "content": "How does AI work? Explain it in simple terms." + }, + ] + ) + + print(message_thread) + node.js: >- + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const messageThread = await openai.beta.threads.create({ + messages: [ + { + role: "user", + content: "Hello, what is AI?" + }, + { + role: "user", + content: "How does AI work? Explain it in simple terms.", + }, + ], + }); + + console.log(messageThread); + } + + + main(); + response: | + { + "id": "thread_abc123", + "object": "thread", + "created_at": 1699014083, + "metadata": {}, + "tool_resources": {} + } + /threads/runs: + post: + operationId: createThreadAndRun + tags: + - Assistants + summary: Create a thread and run it in one request. + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/CreateThreadAndRunRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/RunObject" + x-oaiMeta: + name: Create thread and run + group: threads + beta: true + returns: A [run](/docs/api-reference/runs/object) object. + examples: + - title: Default + request: + curl: > + curl https://api.openai.com/v1/threads/runs \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "assistant_id": "asst_abc123", + "thread": { + "messages": [ + {"role": "user", "content": "Explain deep learning to a 5 year old."} + ] + } + }' + python: > + from openai import OpenAI + + client = OpenAI() + + + run = client.beta.threads.create_and_run( + assistant_id="asst_abc123", + thread={ + "messages": [ + {"role": "user", "content": "Explain deep learning to a 5 year old."} + ] + } + ) + + + print(run) + node.js: > + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const run = await openai.beta.threads.createAndRun({ + assistant_id: "asst_abc123", + thread: { + messages: [ + { role: "user", content: "Explain deep learning to a 5 year old." }, + ], + }, + }); + + console.log(run); + } + + + main(); + response: | + { + "id": "run_abc123", + "object": "thread.run", + "created_at": 1699076792, + "assistant_id": "asst_abc123", + "thread_id": "thread_abc123", + "status": "queued", + "started_at": null, + "expires_at": 1699077392, + "cancelled_at": null, + "failed_at": null, + "completed_at": null, + "required_action": null, + "last_error": null, + "model": "gpt-4o", + "instructions": "You are a helpful assistant.", + "tools": [], + "tool_resources": {}, + "metadata": {}, + "temperature": 1.0, + "top_p": 1.0, + "max_completion_tokens": null, + "max_prompt_tokens": null, + "truncation_strategy": { + "type": "auto", + "last_messages": null + }, + "incomplete_details": null, + "usage": null, + "response_format": "auto", + "tool_choice": "auto", + "parallel_tool_calls": true + } + - title: Streaming + request: + curl: | + curl https://api.openai.com/v1/threads/runs \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "assistant_id": "asst_123", + "thread": { + "messages": [ + {"role": "user", "content": "Hello"} + ] + }, + "stream": true + }' + python: | + from openai import OpenAI + client = OpenAI() + + stream = client.beta.threads.create_and_run( + assistant_id="asst_123", + thread={ + "messages": [ + {"role": "user", "content": "Hello"} + ] + }, + stream=True + ) + + for event in stream: + print(event) + node.js: | + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const stream = await openai.beta.threads.createAndRun({ + assistant_id: "asst_123", + thread: { + messages: [ + { role: "user", content: "Hello" }, + ], + }, + stream: true + }); + + for await (const event of stream) { + console.log(event); + } + } + + main(); + response: > + event: thread.created + + data: + {"id":"thread_123","object":"thread","created_at":1710348075,"metadata":{}} + + + event: thread.run.created + + data: + {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"tool_resources":{},"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true} + + + event: thread.run.queued + + data: + {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"tool_resources":{},"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true} + + + event: thread.run.in_progress + + data: + {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"in_progress","started_at":null,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"tool_resources":{},"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true} + + + event: thread.run.step.created + + data: + {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null} + + + event: thread.run.step.in_progress + + data: + {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null} + + + event: thread.message.created + + data: + {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[], + "metadata":{}} + + + event: thread.message.in_progress + + data: + {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[], + "metadata":{}} + + + event: thread.message.delta + + data: + {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"Hello","annotations":[]}}]}} + + + ... + + + event: thread.message.delta + + data: + {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":" + today"}}]}} + + + event: thread.message.delta + + data: + {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"?"}}]}} + + + event: thread.message.completed + + data: + {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"completed","incomplete_details":null,"incomplete_at":null,"completed_at":1710348077,"role":"assistant","content":[{"type":"text","text":{"value":"Hello! + How can I assist you today?","annotations":[]}}], "metadata":{}} + + + event: thread.run.step.completed + + data: + {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"completed","cancelled_at":null,"completed_at":1710348077,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31}} + + + event: thread.run.completed + + {"id":"run_123","object":"thread.run","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","status":"completed","started_at":1713226836,"expires_at":null,"cancelled_at":null,"failed_at":null,"completed_at":1713226837,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":{"prompt_tokens":345,"completion_tokens":11,"total_tokens":356},"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true} + + + event: done + + data: [DONE] + - title: Streaming with Functions + request: + curl: > + curl https://api.openai.com/v1/threads/runs \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "assistant_id": "asst_abc123", + "thread": { + "messages": [ + {"role": "user", "content": "What is the weather like in San Francisco?"} + ] + }, + "tools": [ + { + "type": "function", + "function": { + "name": "get_current_weather", + "description": "Get the current weather in a given location", + "parameters": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA" + }, + "unit": { + "type": "string", + "enum": ["celsius", "fahrenheit"] + } + }, + "required": ["location"] + } + } + } + ], + "stream": true + }' + python: > + from openai import OpenAI + + client = OpenAI() + + + tools = [ + { + "type": "function", + "function": { + "name": "get_current_weather", + "description": "Get the current weather in a given location", + "parameters": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA", + }, + "unit": {"type": "string", "enum": ["celsius", "fahrenheit"]}, + }, + "required": ["location"], + }, + } + } + ] + + + stream = client.beta.threads.create_and_run( + thread={ + "messages": [ + {"role": "user", "content": "What is the weather like in San Francisco?"} + ] + }, + assistant_id="asst_abc123", + tools=tools, + stream=True + ) + + + for event in stream: + print(event) + node.js: > + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + const tools = [ + { + "type": "function", + "function": { + "name": "get_current_weather", + "description": "Get the current weather in a given location", + "parameters": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA", + }, + "unit": {"type": "string", "enum": ["celsius", "fahrenheit"]}, + }, + "required": ["location"], + }, + } + } + ]; + + + async function main() { + const stream = await openai.beta.threads.createAndRun({ + assistant_id: "asst_123", + thread: { + messages: [ + { role: "user", content: "What is the weather like in San Francisco?" }, + ], + }, + tools: tools, + stream: true + }); + + for await (const event of stream) { + console.log(event); + } + } + + + main(); + response: > + event: thread.created + + data: + {"id":"thread_123","object":"thread","created_at":1710351818,"metadata":{}} + + + event: thread.run.created + + data: + {"id":"run_123","object":"thread.run","created_at":1710351818,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710352418,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get + the current weather in a given + location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The + city and state, e.g. San Francisco, + CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} + + + event: thread.run.queued + + data: + {"id":"run_123","object":"thread.run","created_at":1710351818,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710352418,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get + the current weather in a given + location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The + city and state, e.g. San Francisco, + CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} + + + event: thread.run.in_progress + + data: + {"id":"run_123","object":"thread.run","created_at":1710351818,"assistant_id":"asst_123","thread_id":"thread_123","status":"in_progress","started_at":1710351818,"expires_at":1710352418,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get + the current weather in a given + location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The + city and state, e.g. San Francisco, + CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} + + + event: thread.run.step.created + + data: + {"id":"step_001","object":"thread.run.step","created_at":1710351819,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"tool_calls","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710352418,"failed_at":null,"last_error":null,"step_details":{"type":"tool_calls","tool_calls":[]},"usage":null} + + + event: thread.run.step.in_progress + + data: + {"id":"step_001","object":"thread.run.step","created_at":1710351819,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"tool_calls","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710352418,"failed_at":null,"last_error":null,"step_details":{"type":"tool_calls","tool_calls":[]},"usage":null} + + + event: thread.run.step.delta + + data: + {"id":"step_001","object":"thread.run.step.delta","delta":{"step_details":{"type":"tool_calls","tool_calls":[{"index":0,"id":"call_XXNp8YGaFrjrSjgqxtC8JJ1B","type":"function","function":{"name":"get_current_weather","arguments":"","output":null}}]}}} + + + event: thread.run.step.delta + + data: + {"id":"step_001","object":"thread.run.step.delta","delta":{"step_details":{"type":"tool_calls","tool_calls":[{"index":0,"type":"function","function":{"arguments":"{\""}}]}}} + + + event: thread.run.step.delta + + data: + {"id":"step_001","object":"thread.run.step.delta","delta":{"step_details":{"type":"tool_calls","tool_calls":[{"index":0,"type":"function","function":{"arguments":"location"}}]}}} + + + ... + + + event: thread.run.step.delta + + data: + {"id":"step_001","object":"thread.run.step.delta","delta":{"step_details":{"type":"tool_calls","tool_calls":[{"index":0,"type":"function","function":{"arguments":"ahrenheit"}}]}}} + + + event: thread.run.step.delta + + data: + {"id":"step_001","object":"thread.run.step.delta","delta":{"step_details":{"type":"tool_calls","tool_calls":[{"index":0,"type":"function","function":{"arguments":"\"}"}}]}}} + + + event: thread.run.requires_action + + data: + {"id":"run_123","object":"thread.run","created_at":1710351818,"assistant_id":"asst_123","thread_id":"thread_123","status":"requires_action","started_at":1710351818,"expires_at":1710352418,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":{"type":"submit_tool_outputs","submit_tool_outputs":{"tool_calls":[{"id":"call_XXNp8YGaFrjrSjgqxtC8JJ1B","type":"function","function":{"name":"get_current_weather","arguments":"{\"location\":\"San + Francisco, + CA\",\"unit\":\"fahrenheit\"}"}}]}},"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get + the current weather in a given + location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The + city and state, e.g. San Francisco, + CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":{"prompt_tokens":345,"completion_tokens":11,"total_tokens":356},"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} + + + event: done + + data: [DONE] + /threads/{thread_id}: + get: + operationId: getThread + tags: + - Assistants + summary: Retrieves a thread. + parameters: + - in: path + name: thread_id + required: true + schema: + type: string + description: The ID of the thread to retrieve. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ThreadObject" + x-oaiMeta: + name: Retrieve thread + group: threads + beta: true + returns: + The [thread](/docs/api-reference/threads/object) object matching the + specified ID. + examples: + request: + curl: | + curl https://api.openai.com/v1/threads/thread_abc123 \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" + python: | + from openai import OpenAI + client = OpenAI() + + my_thread = client.beta.threads.retrieve("thread_abc123") + print(my_thread) + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const myThread = await openai.beta.threads.retrieve( + "thread_abc123" + ); + + console.log(myThread); + } + + main(); + response: | + { + "id": "thread_abc123", + "object": "thread", + "created_at": 1699014083, + "metadata": {}, + "tool_resources": { + "code_interpreter": { + "file_ids": [] + } + } + } + post: + operationId: modifyThread + tags: + - Assistants + summary: Modifies a thread. + parameters: + - in: path + name: thread_id + required: true + schema: + type: string + description: The ID of the thread to modify. Only the `metadata` can be modified. + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/ModifyThreadRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ThreadObject" + x-oaiMeta: + name: Modify thread + group: threads + beta: true + returns: + The modified [thread](/docs/api-reference/threads/object) object + matching the specified ID. + examples: + request: + curl: | + curl https://api.openai.com/v1/threads/thread_abc123 \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "metadata": { + "modified": "true", + "user": "abc123" + } + }' + python: | + from openai import OpenAI + client = OpenAI() + + my_updated_thread = client.beta.threads.update( + "thread_abc123", + metadata={ + "modified": "true", + "user": "abc123" + } + ) + print(my_updated_thread) + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const updatedThread = await openai.beta.threads.update( + "thread_abc123", + { + metadata: { modified: "true", user: "abc123" }, + } + ); + + console.log(updatedThread); + } + + main(); + response: | + { + "id": "thread_abc123", + "object": "thread", + "created_at": 1699014083, + "metadata": { + "modified": "true", + "user": "abc123" + }, + "tool_resources": {} + } + delete: + operationId: deleteThread + tags: + - Assistants + summary: Delete a thread. + parameters: + - in: path + name: thread_id + required: true + schema: + type: string + description: The ID of the thread to delete. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/DeleteThreadResponse" + x-oaiMeta: + name: Delete thread + group: threads + beta: true + returns: Deletion status + examples: + request: + curl: | + curl https://api.openai.com/v1/threads/thread_abc123 \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" \ + -X DELETE + python: | + from openai import OpenAI + client = OpenAI() + + response = client.beta.threads.delete("thread_abc123") + print(response) + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const response = await openai.beta.threads.del("thread_abc123"); + + console.log(response); + } + main(); + response: | + { + "id": "thread_abc123", + "object": "thread.deleted", + "deleted": true + } + /threads/{thread_id}/messages: + get: + operationId: listMessages + tags: + - Assistants + summary: Returns a list of messages for a given thread. + parameters: + - in: path + name: thread_id + required: true + schema: + type: string + description: + The ID of the [thread](/docs/api-reference/threads) the messages + belong to. + - name: limit + in: query + description: > + A limit on the number of objects to be returned. Limit can range + between 1 and 100, and the default is 20. + required: false + schema: + type: integer + default: 20 + - name: order + in: query + description: > + Sort order by the `created_at` timestamp of the objects. `asc` for + ascending order and `desc` for descending order. + schema: + type: string + default: desc + enum: + - asc + - desc + - name: after + in: query + description: > + A cursor for use in pagination. `after` is an object ID that defines + your place in the list. For instance, if you make a list request and + receive 100 objects, ending with obj_foo, your subsequent call can + include after=obj_foo in order to fetch the next page of the list. + schema: + type: string + - name: before + in: query + description: > + A cursor for use in pagination. `before` is an object ID that + defines your place in the list. For instance, if you make a list + request and receive 100 objects, starting with obj_foo, your + subsequent call can include before=obj_foo in order to fetch the + previous page of the list. + schema: + type: string + - name: run_id + in: query + description: | + Filter messages by the run ID that generated them. + schema: + type: string + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ListMessagesResponse" + x-oaiMeta: + name: List messages + group: threads + beta: true + returns: A list of [message](/docs/api-reference/messages) objects. + examples: + request: + curl: | + curl https://api.openai.com/v1/threads/thread_abc123/messages \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" + python: > + from openai import OpenAI + + client = OpenAI() + + + thread_messages = + client.beta.threads.messages.list("thread_abc123") + + print(thread_messages.data) + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const threadMessages = await openai.beta.threads.messages.list( + "thread_abc123" + ); + + console.log(threadMessages.data); + } + + main(); + response: > + { + "object": "list", + "data": [ + { + "id": "msg_abc123", + "object": "thread.message", + "created_at": 1699016383, + "assistant_id": null, + "thread_id": "thread_abc123", + "run_id": null, + "role": "user", + "content": [ + { + "type": "text", + "text": { + "value": "How does AI work? Explain it in simple terms.", + "annotations": [] + } + } + ], + "attachments": [], + "metadata": {} + }, + { + "id": "msg_abc456", + "object": "thread.message", + "created_at": 1699016383, + "assistant_id": null, + "thread_id": "thread_abc123", + "run_id": null, + "role": "user", + "content": [ + { + "type": "text", + "text": { + "value": "Hello, what is AI?", + "annotations": [] + } + } + ], + "attachments": [], + "metadata": {} + } + ], + "first_id": "msg_abc123", + "last_id": "msg_abc456", + "has_more": false + } + post: + operationId: createMessage + tags: + - Assistants + summary: Create a message. + parameters: + - in: path + name: thread_id + required: true + schema: + type: string + description: + The ID of the [thread](/docs/api-reference/threads) to create a + message for. + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/CreateMessageRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/MessageObject" + x-oaiMeta: + name: Create message + group: threads + beta: true + returns: A [message](/docs/api-reference/messages/object) object. + examples: + request: + curl: | + curl https://api.openai.com/v1/threads/thread_abc123/messages \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "role": "user", + "content": "How does AI work? Explain it in simple terms." + }' + python: | + from openai import OpenAI + client = OpenAI() + + thread_message = client.beta.threads.messages.create( + "thread_abc123", + role="user", + content="How does AI work? Explain it in simple terms.", + ) + print(thread_message) + node.js: >- + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const threadMessages = await openai.beta.threads.messages.create( + "thread_abc123", + { role: "user", content: "How does AI work? Explain it in simple terms." } + ); + + console.log(threadMessages); + } + + + main(); + response: | + { + "id": "msg_abc123", + "object": "thread.message", + "created_at": 1713226573, + "assistant_id": null, + "thread_id": "thread_abc123", + "run_id": null, + "role": "user", + "content": [ + { + "type": "text", + "text": { + "value": "How does AI work? Explain it in simple terms.", + "annotations": [] + } + } + ], + "attachments": [], + "metadata": {} + } + /threads/{thread_id}/messages/{message_id}: + get: + operationId: getMessage + tags: + - Assistants + summary: Retrieve a message. + parameters: + - in: path + name: thread_id + required: true + schema: + type: string + description: + The ID of the [thread](/docs/api-reference/threads) to which this + message belongs. + - in: path + name: message_id + required: true + schema: + type: string + description: The ID of the message to retrieve. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/MessageObject" + x-oaiMeta: + name: Retrieve message + group: threads + beta: true + returns: + The [message](/docs/api-reference/messages/object) object matching the + specified ID. + examples: + request: + curl: > + curl + https://api.openai.com/v1/threads/thread_abc123/messages/msg_abc123 + \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" + python: | + from openai import OpenAI + client = OpenAI() + + message = client.beta.threads.messages.retrieve( + message_id="msg_abc123", + thread_id="thread_abc123", + ) + print(message) + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const message = await openai.beta.threads.messages.retrieve( + "thread_abc123", + "msg_abc123" + ); + + console.log(message); + } + + main(); + response: | + { + "id": "msg_abc123", + "object": "thread.message", + "created_at": 1699017614, + "assistant_id": null, + "thread_id": "thread_abc123", + "run_id": null, + "role": "user", + "content": [ + { + "type": "text", + "text": { + "value": "How does AI work? Explain it in simple terms.", + "annotations": [] + } + } + ], + "attachments": [], + "metadata": {} + } + post: + operationId: modifyMessage + tags: + - Assistants + summary: Modifies a message. + parameters: + - in: path + name: thread_id + required: true + schema: + type: string + description: The ID of the thread to which this message belongs. + - in: path + name: message_id + required: true + schema: + type: string + description: The ID of the message to modify. + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/ModifyMessageRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/MessageObject" + x-oaiMeta: + name: Modify message + group: threads + beta: true + returns: The modified [message](/docs/api-reference/messages/object) object. + examples: + request: + curl: > + curl + https://api.openai.com/v1/threads/thread_abc123/messages/msg_abc123 + \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "metadata": { + "modified": "true", + "user": "abc123" + } + }' + python: | + from openai import OpenAI + client = OpenAI() + + message = client.beta.threads.messages.update( + message_id="msg_abc12", + thread_id="thread_abc123", + metadata={ + "modified": "true", + "user": "abc123", + }, + ) + print(message) + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const message = await openai.beta.threads.messages.update( + "thread_abc123", + "msg_abc123", + { + metadata: { + modified: "true", + user: "abc123", + }, + } + }' + response: | + { + "id": "msg_abc123", + "object": "thread.message", + "created_at": 1699017614, + "assistant_id": null, + "thread_id": "thread_abc123", + "run_id": null, + "role": "user", + "content": [ + { + "type": "text", + "text": { + "value": "How does AI work? Explain it in simple terms.", + "annotations": [] + } + } + ], + "file_ids": [], + "metadata": { + "modified": "true", + "user": "abc123" + } + } + delete: + operationId: deleteMessage + tags: + - Assistants + summary: Deletes a message. + parameters: + - in: path + name: thread_id + required: true + schema: + type: string + description: The ID of the thread to which this message belongs. + - in: path + name: message_id + required: true + schema: + type: string + description: The ID of the message to delete. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/DeleteMessageResponse" + x-oaiMeta: + name: Delete message + group: threads + beta: true + returns: Deletion status + examples: + request: + curl: > + curl -X DELETE + https://api.openai.com/v1/threads/thread_abc123/messages/msg_abc123 + \ + -H "Content-Type: application/json" \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" + python: | + from openai import OpenAI + client = OpenAI() + + deleted_message = client.beta.threads.messages.delete( + message_id="msg_abc12", + thread_id="thread_abc123", + ) + print(deleted_message) + node.js: |- + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const deletedMessage = await openai.beta.threads.messages.del( + "thread_abc123", + "msg_abc123" + ); + + console.log(deletedMessage); + } + response: | + { + "id": "msg_abc123", + "object": "thread.message.deleted", + "deleted": true + } + /threads/{thread_id}/runs: + get: + operationId: listRuns + tags: + - Assistants + summary: Returns a list of runs belonging to a thread. + parameters: + - name: thread_id + in: path + required: true + schema: + type: string + description: The ID of the thread the run belongs to. + - name: limit + in: query + description: > + A limit on the number of objects to be returned. Limit can range + between 1 and 100, and the default is 20. + required: false + schema: + type: integer + default: 20 + - name: order + in: query + description: > + Sort order by the `created_at` timestamp of the objects. `asc` for + ascending order and `desc` for descending order. + schema: + type: string + default: desc + enum: + - asc + - desc + - name: after + in: query + description: > + A cursor for use in pagination. `after` is an object ID that defines + your place in the list. For instance, if you make a list request and + receive 100 objects, ending with obj_foo, your subsequent call can + include after=obj_foo in order to fetch the next page of the list. + schema: + type: string + - name: before + in: query + description: > + A cursor for use in pagination. `before` is an object ID that + defines your place in the list. For instance, if you make a list + request and receive 100 objects, starting with obj_foo, your + subsequent call can include before=obj_foo in order to fetch the + previous page of the list. + schema: + type: string + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ListRunsResponse" + x-oaiMeta: + name: List runs + group: threads + beta: true + returns: A list of [run](/docs/api-reference/runs/object) objects. + examples: + request: + curl: | + curl https://api.openai.com/v1/threads/thread_abc123/runs \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" + python: | + from openai import OpenAI + client = OpenAI() + + runs = client.beta.threads.runs.list( + "thread_abc123" + ) + + print(runs) + node.js: | + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const runs = await openai.beta.threads.runs.list( + "thread_abc123" + ); + + console.log(runs); + } + + main(); + response: | + { + "object": "list", + "data": [ + { + "id": "run_abc123", + "object": "thread.run", + "created_at": 1699075072, + "assistant_id": "asst_abc123", + "thread_id": "thread_abc123", + "status": "completed", + "started_at": 1699075072, + "expires_at": null, + "cancelled_at": null, + "failed_at": null, + "completed_at": 1699075073, + "last_error": null, + "model": "gpt-4o", + "instructions": null, + "incomplete_details": null, + "tools": [ + { + "type": "code_interpreter" + } + ], + "tool_resources": { + "code_interpreter": { + "file_ids": [ + "file-abc123", + "file-abc456" + ] + } + }, + "metadata": {}, + "usage": { + "prompt_tokens": 123, + "completion_tokens": 456, + "total_tokens": 579 + }, + "temperature": 1.0, + "top_p": 1.0, + "max_prompt_tokens": 1000, + "max_completion_tokens": 1000, + "truncation_strategy": { + "type": "auto", + "last_messages": null + }, + "response_format": "auto", + "tool_choice": "auto", + "parallel_tool_calls": true + }, + { + "id": "run_abc456", + "object": "thread.run", + "created_at": 1699063290, + "assistant_id": "asst_abc123", + "thread_id": "thread_abc123", + "status": "completed", + "started_at": 1699063290, + "expires_at": null, + "cancelled_at": null, + "failed_at": null, + "completed_at": 1699063291, + "last_error": null, + "model": "gpt-4o", + "instructions": null, + "incomplete_details": null, + "tools": [ + { + "type": "code_interpreter" + } + ], + "tool_resources": { + "code_interpreter": { + "file_ids": [ + "file-abc123", + "file-abc456" + ] + } + }, + "metadata": {}, + "usage": { + "prompt_tokens": 123, + "completion_tokens": 456, + "total_tokens": 579 + }, + "temperature": 1.0, + "top_p": 1.0, + "max_prompt_tokens": 1000, + "max_completion_tokens": 1000, + "truncation_strategy": { + "type": "auto", + "last_messages": null + }, + "response_format": "auto", + "tool_choice": "auto", + "parallel_tool_calls": true + } + ], + "first_id": "run_abc123", + "last_id": "run_abc456", + "has_more": false + } + post: + operationId: createRun + tags: + - Assistants + summary: Create a run. + parameters: + - in: path + name: thread_id + required: true + schema: + type: string + description: The ID of the thread to run. + - name: include[] + in: query + description: > + A list of additional fields to include in the response. Currently + the only supported value is + `step_details.tool_calls[*].file_search.results[*].content` to fetch + the file search result content. + + + See the [file search tool + documentation](/docs/assistants/tools/file-search#customizing-file-search-settings) + for more information. + schema: + type: array + items: + type: string + enum: + - step_details.tool_calls[*].file_search.results[*].content + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/CreateRunRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/RunObject" + x-oaiMeta: + name: Create run + group: threads + beta: true + returns: A [run](/docs/api-reference/runs/object) object. + examples: + - title: Default + request: + curl: | + curl https://api.openai.com/v1/threads/thread_abc123/runs \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "assistant_id": "asst_abc123" + }' + python: | + from openai import OpenAI + client = OpenAI() + + run = client.beta.threads.runs.create( + thread_id="thread_abc123", + assistant_id="asst_abc123" + ) + + print(run) + node.js: | + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const run = await openai.beta.threads.runs.create( + "thread_abc123", + { assistant_id: "asst_abc123" } + ); + + console.log(run); + } + + main(); + response: | + { + "id": "run_abc123", + "object": "thread.run", + "created_at": 1699063290, + "assistant_id": "asst_abc123", + "thread_id": "thread_abc123", + "status": "queued", + "started_at": 1699063290, + "expires_at": null, + "cancelled_at": null, + "failed_at": null, + "completed_at": 1699063291, + "last_error": null, + "model": "gpt-4o", + "instructions": null, + "incomplete_details": null, + "tools": [ + { + "type": "code_interpreter" + } + ], + "metadata": {}, + "usage": null, + "temperature": 1.0, + "top_p": 1.0, + "max_prompt_tokens": 1000, + "max_completion_tokens": 1000, + "truncation_strategy": { + "type": "auto", + "last_messages": null + }, + "response_format": "auto", + "tool_choice": "auto", + "parallel_tool_calls": true + } + - title: Streaming + request: + curl: | + curl https://api.openai.com/v1/threads/thread_123/runs \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "assistant_id": "asst_123", + "stream": true + }' + python: | + from openai import OpenAI + client = OpenAI() + + stream = client.beta.threads.runs.create( + thread_id="thread_123", + assistant_id="asst_123", + stream=True + ) + + for event in stream: + print(event) + node.js: | + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const stream = await openai.beta.threads.runs.create( + "thread_123", + { assistant_id: "asst_123", stream: true } + ); + + for await (const event of stream) { + console.log(event); + } + } + + main(); + response: > + event: thread.run.created + + data: + {"id":"run_123","object":"thread.run","created_at":1710330640,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710331240,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} + + + event: thread.run.queued + + data: + {"id":"run_123","object":"thread.run","created_at":1710330640,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710331240,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} + + + event: thread.run.in_progress + + data: + {"id":"run_123","object":"thread.run","created_at":1710330640,"assistant_id":"asst_123","thread_id":"thread_123","status":"in_progress","started_at":1710330641,"expires_at":1710331240,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} + + + event: thread.run.step.created + + data: + {"id":"step_001","object":"thread.run.step","created_at":1710330641,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710331240,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null} + + + event: thread.run.step.in_progress + + data: + {"id":"step_001","object":"thread.run.step","created_at":1710330641,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710331240,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null} + + + event: thread.message.created + + data: + {"id":"msg_001","object":"thread.message","created_at":1710330641,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}} + + + event: thread.message.in_progress + + data: + {"id":"msg_001","object":"thread.message","created_at":1710330641,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}} + + + event: thread.message.delta + + data: + {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"Hello","annotations":[]}}]}} + + + ... + + + event: thread.message.delta + + data: + {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":" + today"}}]}} + + + event: thread.message.delta + + data: + {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"?"}}]}} + + + event: thread.message.completed + + data: + {"id":"msg_001","object":"thread.message","created_at":1710330641,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"completed","incomplete_details":null,"incomplete_at":null,"completed_at":1710330642,"role":"assistant","content":[{"type":"text","text":{"value":"Hello! + How can I assist you today?","annotations":[]}}],"metadata":{}} + + + event: thread.run.step.completed + + data: + {"id":"step_001","object":"thread.run.step","created_at":1710330641,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"completed","cancelled_at":null,"completed_at":1710330642,"expires_at":1710331240,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31}} + + + event: thread.run.completed + + data: + {"id":"run_123","object":"thread.run","created_at":1710330640,"assistant_id":"asst_123","thread_id":"thread_123","status":"completed","started_at":1710330641,"expires_at":null,"cancelled_at":null,"failed_at":null,"completed_at":1710330642,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31},"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} + + + event: done + + data: [DONE] + - title: Streaming with Functions + request: + curl: > + curl https://api.openai.com/v1/threads/thread_abc123/runs \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "assistant_id": "asst_abc123", + "tools": [ + { + "type": "function", + "function": { + "name": "get_current_weather", + "description": "Get the current weather in a given location", + "parameters": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA" + }, + "unit": { + "type": "string", + "enum": ["celsius", "fahrenheit"] + } + }, + "required": ["location"] + } + } + } + ], + "stream": true + }' + python: > + from openai import OpenAI + + client = OpenAI() + + + tools = [ + { + "type": "function", + "function": { + "name": "get_current_weather", + "description": "Get the current weather in a given location", + "parameters": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA", + }, + "unit": {"type": "string", "enum": ["celsius", "fahrenheit"]}, + }, + "required": ["location"], + }, + } + } + ] + + + stream = client.beta.threads.runs.create( + thread_id="thread_abc123", + assistant_id="asst_abc123", + tools=tools, + stream=True + ) + + + for event in stream: + print(event) + node.js: > + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + const tools = [ + { + "type": "function", + "function": { + "name": "get_current_weather", + "description": "Get the current weather in a given location", + "parameters": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA", + }, + "unit": {"type": "string", "enum": ["celsius", "fahrenheit"]}, + }, + "required": ["location"], + }, + } + } + ]; + + + async function main() { + const stream = await openai.beta.threads.runs.create( + "thread_abc123", + { + assistant_id: "asst_abc123", + tools: tools, + stream: true + } + ); + + for await (const event of stream) { + console.log(event); + } + } + + + main(); + response: > + event: thread.run.created + + data: + {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} + + + event: thread.run.queued + + data: + {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} + + + event: thread.run.in_progress + + data: + {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"in_progress","started_at":1710348075,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} + + + event: thread.run.step.created + + data: + {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null} + + + event: thread.run.step.in_progress + + data: + {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null} + + + event: thread.message.created + + data: + {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}} + + + event: thread.message.in_progress + + data: + {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}} + + + event: thread.message.delta + + data: + {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"Hello","annotations":[]}}]}} + + + ... + + + event: thread.message.delta + + data: + {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":" + today"}}]}} + + + event: thread.message.delta + + data: + {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"?"}}]}} + + + event: thread.message.completed + + data: + {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"completed","incomplete_details":null,"incomplete_at":null,"completed_at":1710348077,"role":"assistant","content":[{"type":"text","text":{"value":"Hello! + How can I assist you today?","annotations":[]}}],"metadata":{}} + + + event: thread.run.step.completed + + data: + {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"completed","cancelled_at":null,"completed_at":1710348077,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31}} + + + event: thread.run.completed + + data: + {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"completed","started_at":1710348075,"expires_at":null,"cancelled_at":null,"failed_at":null,"completed_at":1710348077,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31},"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} + + + event: done + + data: [DONE] + /threads/{thread_id}/runs/{run_id}: + get: + operationId: getRun + tags: + - Assistants + summary: Retrieves a run. + parameters: + - in: path + name: thread_id + required: true + schema: + type: string + description: The ID of the [thread](/docs/api-reference/threads) that was run. + - in: path + name: run_id + required: true + schema: + type: string + description: The ID of the run to retrieve. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/RunObject" + x-oaiMeta: + name: Retrieve run + group: threads + beta: true + returns: The [run](/docs/api-reference/runs/object) object matching the + specified ID. + examples: + request: + curl: > + curl + https://api.openai.com/v1/threads/thread_abc123/runs/run_abc123 \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" + python: | + from openai import OpenAI + client = OpenAI() + + run = client.beta.threads.runs.retrieve( + thread_id="thread_abc123", + run_id="run_abc123" + ) + + print(run) + node.js: | + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const run = await openai.beta.threads.runs.retrieve( + "thread_abc123", + "run_abc123" + ); + + console.log(run); + } + + main(); + response: | + { + "id": "run_abc123", + "object": "thread.run", + "created_at": 1699075072, + "assistant_id": "asst_abc123", + "thread_id": "thread_abc123", + "status": "completed", + "started_at": 1699075072, + "expires_at": null, + "cancelled_at": null, + "failed_at": null, + "completed_at": 1699075073, + "last_error": null, + "model": "gpt-4o", + "instructions": null, + "incomplete_details": null, + "tools": [ + { + "type": "code_interpreter" + } + ], + "metadata": {}, + "usage": { + "prompt_tokens": 123, + "completion_tokens": 456, + "total_tokens": 579 + }, + "temperature": 1.0, + "top_p": 1.0, + "max_prompt_tokens": 1000, + "max_completion_tokens": 1000, + "truncation_strategy": { + "type": "auto", + "last_messages": null + }, + "response_format": "auto", + "tool_choice": "auto", + "parallel_tool_calls": true + } + post: + operationId: modifyRun + tags: + - Assistants + summary: Modifies a run. + parameters: + - in: path + name: thread_id + required: true + schema: + type: string + description: The ID of the [thread](/docs/api-reference/threads) that was run. + - in: path + name: run_id + required: true + schema: + type: string + description: The ID of the run to modify. + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/ModifyRunRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/RunObject" + x-oaiMeta: + name: Modify run + group: threads + beta: true + returns: + The modified [run](/docs/api-reference/runs/object) object matching the + specified ID. + examples: + request: + curl: > + curl + https://api.openai.com/v1/threads/thread_abc123/runs/run_abc123 \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "metadata": { + "user_id": "user_abc123" + } + }' + python: | + from openai import OpenAI + client = OpenAI() + + run = client.beta.threads.runs.update( + thread_id="thread_abc123", + run_id="run_abc123", + metadata={"user_id": "user_abc123"}, + ) + + print(run) + node.js: | + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const run = await openai.beta.threads.runs.update( + "thread_abc123", + "run_abc123", + { + metadata: { + user_id: "user_abc123", + }, + } + ); + + console.log(run); + } + + main(); + response: | + { + "id": "run_abc123", + "object": "thread.run", + "created_at": 1699075072, + "assistant_id": "asst_abc123", + "thread_id": "thread_abc123", + "status": "completed", + "started_at": 1699075072, + "expires_at": null, + "cancelled_at": null, + "failed_at": null, + "completed_at": 1699075073, + "last_error": null, + "model": "gpt-4o", + "instructions": null, + "incomplete_details": null, + "tools": [ + { + "type": "code_interpreter" + } + ], + "tool_resources": { + "code_interpreter": { + "file_ids": [ + "file-abc123", + "file-abc456" + ] + } + }, + "metadata": { + "user_id": "user_abc123" + }, + "usage": { + "prompt_tokens": 123, + "completion_tokens": 456, + "total_tokens": 579 + }, + "temperature": 1.0, + "top_p": 1.0, + "max_prompt_tokens": 1000, + "max_completion_tokens": 1000, + "truncation_strategy": { + "type": "auto", + "last_messages": null + }, + "response_format": "auto", + "tool_choice": "auto", + "parallel_tool_calls": true + } + /threads/{thread_id}/runs/{run_id}/cancel: + post: + operationId: cancelRun + tags: + - Assistants + summary: Cancels a run that is `in_progress`. + parameters: + - in: path + name: thread_id + required: true + schema: + type: string + description: The ID of the thread to which this run belongs. + - in: path + name: run_id + required: true + schema: + type: string + description: The ID of the run to cancel. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/RunObject" + x-oaiMeta: + name: Cancel a run + group: threads + beta: true + returns: + The modified [run](/docs/api-reference/runs/object) object matching the + specified ID. + examples: + request: + curl: > + curl + https://api.openai.com/v1/threads/thread_abc123/runs/run_abc123/cancel + \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "OpenAI-Beta: assistants=v2" \ + -X POST + python: | + from openai import OpenAI + client = OpenAI() + + run = client.beta.threads.runs.cancel( + thread_id="thread_abc123", + run_id="run_abc123" + ) + + print(run) + node.js: | + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const run = await openai.beta.threads.runs.cancel( + "thread_abc123", + "run_abc123" + ); + + console.log(run); + } + + main(); + response: | + { + "id": "run_abc123", + "object": "thread.run", + "created_at": 1699076126, + "assistant_id": "asst_abc123", + "thread_id": "thread_abc123", + "status": "cancelling", + "started_at": 1699076126, + "expires_at": 1699076726, + "cancelled_at": null, + "failed_at": null, + "completed_at": null, + "last_error": null, + "model": "gpt-4o", + "instructions": "You summarize books.", + "tools": [ + { + "type": "file_search" + } + ], + "tool_resources": { + "file_search": { + "vector_store_ids": ["vs_123"] + } + }, + "metadata": {}, + "usage": null, + "temperature": 1.0, + "top_p": 1.0, + "response_format": "auto", + "tool_choice": "auto", + "parallel_tool_calls": true + } + /threads/{thread_id}/runs/{run_id}/steps: + get: + operationId: listRunSteps + tags: + - Assistants + summary: Returns a list of run steps belonging to a run. + parameters: + - name: thread_id + in: path + required: true + schema: + type: string + description: The ID of the thread the run and run steps belong to. + - name: run_id + in: path + required: true + schema: + type: string + description: The ID of the run the run steps belong to. + - name: limit + in: query + description: > + A limit on the number of objects to be returned. Limit can range + between 1 and 100, and the default is 20. + required: false + schema: + type: integer + default: 20 + - name: order + in: query + description: > + Sort order by the `created_at` timestamp of the objects. `asc` for + ascending order and `desc` for descending order. + schema: + type: string + default: desc + enum: + - asc + - desc + - name: after + in: query + description: > + A cursor for use in pagination. `after` is an object ID that defines + your place in the list. For instance, if you make a list request and + receive 100 objects, ending with obj_foo, your subsequent call can + include after=obj_foo in order to fetch the next page of the list. + schema: + type: string + - name: before + in: query + description: > + A cursor for use in pagination. `before` is an object ID that + defines your place in the list. For instance, if you make a list + request and receive 100 objects, starting with obj_foo, your + subsequent call can include before=obj_foo in order to fetch the + previous page of the list. + schema: + type: string + - name: include[] + in: query + description: > + A list of additional fields to include in the response. Currently + the only supported value is + `step_details.tool_calls[*].file_search.results[*].content` to fetch + the file search result content. + + + See the [file search tool + documentation](/docs/assistants/tools/file-search#customizing-file-search-settings) + for more information. + schema: + type: array + items: + type: string + enum: + - step_details.tool_calls[*].file_search.results[*].content + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ListRunStepsResponse" + x-oaiMeta: + name: List run steps + group: threads + beta: true + returns: A list of [run step](/docs/api-reference/run-steps/step-object) + objects. + examples: + request: + curl: > + curl + https://api.openai.com/v1/threads/thread_abc123/runs/run_abc123/steps + \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" + python: | + from openai import OpenAI + client = OpenAI() + + run_steps = client.beta.threads.runs.steps.list( + thread_id="thread_abc123", + run_id="run_abc123" + ) + + print(run_steps) + node.js: | + import OpenAI from "openai"; + const openai = new OpenAI(); + + async function main() { + const runStep = await openai.beta.threads.runs.steps.list( + "thread_abc123", + "run_abc123" + ); + console.log(runStep); + } + + main(); + response: | + { + "object": "list", + "data": [ + { + "id": "step_abc123", + "object": "thread.run.step", + "created_at": 1699063291, + "run_id": "run_abc123", + "assistant_id": "asst_abc123", + "thread_id": "thread_abc123", + "type": "message_creation", + "status": "completed", + "cancelled_at": null, + "completed_at": 1699063291, + "expired_at": null, + "failed_at": null, + "last_error": null, + "step_details": { + "type": "message_creation", + "message_creation": { + "message_id": "msg_abc123" + } + }, + "usage": { + "prompt_tokens": 123, + "completion_tokens": 456, + "total_tokens": 579 + } + } + ], + "first_id": "step_abc123", + "last_id": "step_abc456", + "has_more": false + } + /threads/{thread_id}/runs/{run_id}/steps/{step_id}: + get: + operationId: getRunStep + tags: + - Assistants + summary: Retrieves a run step. + parameters: + - in: path + name: thread_id + required: true + schema: + type: string + description: The ID of the thread to which the run and run step belongs. + - in: path + name: run_id + required: true + schema: + type: string + description: The ID of the run to which the run step belongs. + - in: path + name: step_id + required: true + schema: + type: string + description: The ID of the run step to retrieve. + - name: include[] + in: query + description: > + A list of additional fields to include in the response. Currently + the only supported value is + `step_details.tool_calls[*].file_search.results[*].content` to fetch + the file search result content. + + + See the [file search tool + documentation](/docs/assistants/tools/file-search#customizing-file-search-settings) + for more information. + schema: + type: array + items: + type: string + enum: + - step_details.tool_calls[*].file_search.results[*].content + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/RunStepObject" + x-oaiMeta: + name: Retrieve run step + group: threads + beta: true + returns: + The [run step](/docs/api-reference/run-steps/step-object) object + matching the specified ID. + examples: + request: + curl: > + curl + https://api.openai.com/v1/threads/thread_abc123/runs/run_abc123/steps/step_abc123 + \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" + python: | + from openai import OpenAI + client = OpenAI() + + run_step = client.beta.threads.runs.steps.retrieve( + thread_id="thread_abc123", + run_id="run_abc123", + step_id="step_abc123" + ) + + print(run_step) + node.js: | + import OpenAI from "openai"; + const openai = new OpenAI(); + + async function main() { + const runStep = await openai.beta.threads.runs.steps.retrieve( + "thread_abc123", + "run_abc123", + "step_abc123" + ); + console.log(runStep); + } + + main(); + response: | + { + "id": "step_abc123", + "object": "thread.run.step", + "created_at": 1699063291, + "run_id": "run_abc123", + "assistant_id": "asst_abc123", + "thread_id": "thread_abc123", + "type": "message_creation", + "status": "completed", + "cancelled_at": null, + "completed_at": 1699063291, + "expired_at": null, + "failed_at": null, + "last_error": null, + "step_details": { + "type": "message_creation", + "message_creation": { + "message_id": "msg_abc123" + } + }, + "usage": { + "prompt_tokens": 123, + "completion_tokens": 456, + "total_tokens": 579 + } + } + /threads/{thread_id}/runs/{run_id}/submit_tool_outputs: + post: + operationId: submitToolOuputsToRun + tags: + - Assistants + summary: > + When a run has the `status: "requires_action"` and + `required_action.type` is `submit_tool_outputs`, this endpoint can be + used to submit the outputs from the tool calls once they're all + completed. All outputs must be submitted in a single request. + parameters: + - in: path + name: thread_id + required: true + schema: + type: string + description: + The ID of the [thread](/docs/api-reference/threads) to which this + run belongs. + - in: path + name: run_id + required: true + schema: + type: string + description: The ID of the run that requires the tool output submission. + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/SubmitToolOutputsRunRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/RunObject" + x-oaiMeta: + name: Submit tool outputs to run + group: threads + beta: true + returns: + The modified [run](/docs/api-reference/runs/object) object matching the + specified ID. + examples: + - title: Default + request: + curl: > + curl + https://api.openai.com/v1/threads/thread_123/runs/run_123/submit_tool_outputs + \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "tool_outputs": [ + { + "tool_call_id": "call_001", + "output": "70 degrees and sunny." + } + ] + }' + python: | + from openai import OpenAI + client = OpenAI() + + run = client.beta.threads.runs.submit_tool_outputs( + thread_id="thread_123", + run_id="run_123", + tool_outputs=[ + { + "tool_call_id": "call_001", + "output": "70 degrees and sunny." + } + ] + ) + + print(run) + node.js: | + import OpenAI from "openai"; + + const openai = new OpenAI(); + + async function main() { + const run = await openai.beta.threads.runs.submitToolOutputs( + "thread_123", + "run_123", + { + tool_outputs: [ + { + tool_call_id: "call_001", + output: "70 degrees and sunny.", + }, + ], + } + ); + + console.log(run); + } + + main(); + response: > + { + "id": "run_123", + "object": "thread.run", + "created_at": 1699075592, + "assistant_id": "asst_123", + "thread_id": "thread_123", + "status": "queued", + "started_at": 1699075592, + "expires_at": 1699076192, + "cancelled_at": null, + "failed_at": null, + "completed_at": null, + "last_error": null, + "model": "gpt-4o", + "instructions": null, + "tools": [ + { + "type": "function", + "function": { + "name": "get_current_weather", + "description": "Get the current weather in a given location", + "parameters": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA" + }, + "unit": { + "type": "string", + "enum": ["celsius", "fahrenheit"] + } + }, + "required": ["location"] + } + } + } + ], + "metadata": {}, + "usage": null, + "temperature": 1.0, + "top_p": 1.0, + "max_prompt_tokens": 1000, + "max_completion_tokens": 1000, + "truncation_strategy": { + "type": "auto", + "last_messages": null + }, + "response_format": "auto", + "tool_choice": "auto", + "parallel_tool_calls": true + } + - title: Streaming + request: + curl: > + curl + https://api.openai.com/v1/threads/thread_123/runs/run_123/submit_tool_outputs + \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "tool_outputs": [ + { + "tool_call_id": "call_001", + "output": "70 degrees and sunny." + } + ], + "stream": true + }' + python: | + from openai import OpenAI + client = OpenAI() + + stream = client.beta.threads.runs.submit_tool_outputs( + thread_id="thread_123", + run_id="run_123", + tool_outputs=[ + { + "tool_call_id": "call_001", + "output": "70 degrees and sunny." + } + ], + stream=True + ) + + for event in stream: + print(event) + node.js: > + import OpenAI from "openai"; + + + const openai = new OpenAI(); + + + async function main() { + const stream = await openai.beta.threads.runs.submitToolOutputs( + "thread_123", + "run_123", + { + tool_outputs: [ + { + tool_call_id: "call_001", + output: "70 degrees and sunny.", + }, + ], + } + ); + + for await (const event of stream) { + console.log(event); + } + } + + + main(); + response: > + event: thread.run.step.completed + + data: + {"id":"step_001","object":"thread.run.step","created_at":1710352449,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"tool_calls","status":"completed","cancelled_at":null,"completed_at":1710352475,"expires_at":1710353047,"failed_at":null,"last_error":null,"step_details":{"type":"tool_calls","tool_calls":[{"id":"call_iWr0kQ2EaYMaxNdl0v3KYkx7","type":"function","function":{"name":"get_current_weather","arguments":"{\"location\":\"San + Francisco, CA\",\"unit\":\"fahrenheit\"}","output":"70 degrees and + sunny."}}]},"usage":{"prompt_tokens":291,"completion_tokens":24,"total_tokens":315}} + + + event: thread.run.queued + + data: + {"id":"run_123","object":"thread.run","created_at":1710352447,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":1710352448,"expires_at":1710353047,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get + the current weather in a given + location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The + city and state, e.g. San Francisco, + CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} + + + event: thread.run.in_progress + + data: + {"id":"run_123","object":"thread.run","created_at":1710352447,"assistant_id":"asst_123","thread_id":"thread_123","status":"in_progress","started_at":1710352475,"expires_at":1710353047,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get + the current weather in a given + location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The + city and state, e.g. San Francisco, + CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} + + + event: thread.run.step.created + + data: + {"id":"step_002","object":"thread.run.step","created_at":1710352476,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710353047,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_002"}},"usage":null} + + + event: thread.run.step.in_progress + + data: + {"id":"step_002","object":"thread.run.step","created_at":1710352476,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710353047,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_002"}},"usage":null} + + + event: thread.message.created + + data: + {"id":"msg_002","object":"thread.message","created_at":1710352476,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}} + + + event: thread.message.in_progress + + data: + {"id":"msg_002","object":"thread.message","created_at":1710352476,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}} + + + event: thread.message.delta + + data: + {"id":"msg_002","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"The","annotations":[]}}]}} + + + event: thread.message.delta + + data: + {"id":"msg_002","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":" + current"}}]}} + + + event: thread.message.delta + + data: + {"id":"msg_002","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":" + weather"}}]}} + + + ... + + + event: thread.message.delta + + data: + {"id":"msg_002","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":" + sunny"}}]}} + + + event: thread.message.delta + + data: + {"id":"msg_002","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"."}}]}} + + + event: thread.message.completed + + data: + {"id":"msg_002","object":"thread.message","created_at":1710352476,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"completed","incomplete_details":null,"incomplete_at":null,"completed_at":1710352477,"role":"assistant","content":[{"type":"text","text":{"value":"The + current weather in San Francisco, CA is 70 degrees Fahrenheit and + sunny.","annotations":[]}}],"metadata":{}} + + + event: thread.run.step.completed + + data: + {"id":"step_002","object":"thread.run.step","created_at":1710352476,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"completed","cancelled_at":null,"completed_at":1710352477,"expires_at":1710353047,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_002"}},"usage":{"prompt_tokens":329,"completion_tokens":18,"total_tokens":347}} + + + event: thread.run.completed + + data: + {"id":"run_123","object":"thread.run","created_at":1710352447,"assistant_id":"asst_123","thread_id":"thread_123","status":"completed","started_at":1710352475,"expires_at":null,"cancelled_at":null,"failed_at":null,"completed_at":1710352477,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get + the current weather in a given + location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The + city and state, e.g. San Francisco, + CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31},"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} + + + event: done + + data: [DONE] + /uploads: + post: + operationId: createUpload + tags: + - Uploads + summary: > + Creates an intermediate [Upload](/docs/api-reference/uploads/object) + object that you can add [Parts](/docs/api-reference/uploads/part-object) + to. Currently, an Upload can accept at most 8 GB in total and expires + after an hour after you create it. + + + Once you complete the Upload, we will create a + [File](/docs/api-reference/files/object) object that contains all the + parts you uploaded. This File is usable in the rest of our platform as a + regular File object. + + + For certain `purpose`s, the correct `mime_type` must be specified. + Please refer to documentation for the supported MIME types for your use + case: + + - [Assistants](/docs/assistants/tools/file-search#supported-files) + + + For guidance on the proper filename extensions for each purpose, please + follow the documentation on [creating a + File](/docs/api-reference/files/create). + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/CreateUploadRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/Upload" + x-oaiMeta: + name: Create upload + group: uploads + returns: + The [Upload](/docs/api-reference/uploads/object) object with status + `pending`. + examples: + request: + curl: | + curl https://api.openai.com/v1/uploads \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -d '{ + "purpose": "fine-tune", + "filename": "training_examples.jsonl", + "bytes": 2147483648, + "mime_type": "text/jsonl" + }' + response: | + { + "id": "upload_abc123", + "object": "upload", + "bytes": 2147483648, + "created_at": 1719184911, + "filename": "training_examples.jsonl", + "purpose": "fine-tune", + "status": "pending", + "expires_at": 1719127296 + } + /uploads/{upload_id}/cancel: + post: + operationId: cancelUpload + tags: + - Uploads + summary: | + Cancels the Upload. No Parts may be added after an Upload is cancelled. + parameters: + - in: path + name: upload_id + required: true + schema: + type: string + example: upload_abc123 + description: | + The ID of the Upload. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/Upload" + x-oaiMeta: + name: Cancel upload + group: uploads + returns: + The [Upload](/docs/api-reference/uploads/object) object with status + `cancelled`. + examples: + request: + curl: | + curl https://api.openai.com/v1/uploads/upload_abc123/cancel + response: | + { + "id": "upload_abc123", + "object": "upload", + "bytes": 2147483648, + "created_at": 1719184911, + "filename": "training_examples.jsonl", + "purpose": "fine-tune", + "status": "cancelled", + "expires_at": 1719127296 + } + /uploads/{upload_id}/complete: + post: + operationId: completeUpload + tags: + - Uploads + summary: > + Completes the [Upload](/docs/api-reference/uploads/object). + + + Within the returned Upload object, there is a nested + [File](/docs/api-reference/files/object) object that is ready to use in + the rest of the platform. + + + You can specify the order of the Parts by passing in an ordered list of + the Part IDs. + + + The number of bytes uploaded upon completion must match the number of + bytes initially specified when creating the Upload object. No Parts may + be added after an Upload is completed. + parameters: + - in: path + name: upload_id + required: true + schema: + type: string + example: upload_abc123 + description: | + The ID of the Upload. + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/CompleteUploadRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/Upload" + x-oaiMeta: + name: Complete upload + group: uploads + returns: + The [Upload](/docs/api-reference/uploads/object) object with status + `completed` with an additional `file` property containing the created + usable File object. + examples: + request: + curl: | + curl https://api.openai.com/v1/uploads/upload_abc123/complete + -d '{ + "part_ids": ["part_def456", "part_ghi789"] + }' + response: | + { + "id": "upload_abc123", + "object": "upload", + "bytes": 2147483648, + "created_at": 1719184911, + "filename": "training_examples.jsonl", + "purpose": "fine-tune", + "status": "completed", + "expires_at": 1719127296, + "file": { + "id": "file-xyz321", + "object": "file", + "bytes": 2147483648, + "created_at": 1719186911, + "filename": "training_examples.jsonl", + "purpose": "fine-tune", + } + } + /uploads/{upload_id}/parts: + post: + operationId: addUploadPart + tags: + - Uploads + summary: > + Adds a [Part](/docs/api-reference/uploads/part-object) to an + [Upload](/docs/api-reference/uploads/object) object. A Part represents a + chunk of bytes from the file you are trying to upload. + + + Each Part can be at most 64 MB, and you can add Parts until you hit the + Upload maximum of 8 GB. + + + It is possible to add multiple Parts in parallel. You can decide the + intended order of the Parts when you [complete the + Upload](/docs/api-reference/uploads/complete). + parameters: + - in: path + name: upload_id + required: true + schema: + type: string + example: upload_abc123 + description: | + The ID of the Upload. + requestBody: + required: true + content: + multipart/form-data: + schema: + $ref: "#/components/schemas/AddUploadPartRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/UploadPart" + x-oaiMeta: + name: Add upload part + group: uploads + returns: The upload [Part](/docs/api-reference/uploads/part-object) object. + examples: + request: + curl: | + curl https://api.openai.com/v1/uploads/upload_abc123/parts + -F data="aHR0cHM6Ly9hcGkub3BlbmFpLmNvbS92MS91cGxvYWRz..." + response: | + { + "id": "part_def456", + "object": "upload.part", + "created_at": 1719185911, + "upload_id": "upload_abc123" + } + /vector_stores: + get: + operationId: listVectorStores + tags: + - Vector stores + summary: Returns a list of vector stores. + parameters: + - name: limit + in: query + description: > + A limit on the number of objects to be returned. Limit can range + between 1 and 100, and the default is 20. + required: false + schema: + type: integer + default: 20 + - name: order + in: query + description: > + Sort order by the `created_at` timestamp of the objects. `asc` for + ascending order and `desc` for descending order. + schema: + type: string + default: desc + enum: + - asc + - desc + - name: after + in: query + description: > + A cursor for use in pagination. `after` is an object ID that defines + your place in the list. For instance, if you make a list request and + receive 100 objects, ending with obj_foo, your subsequent call can + include after=obj_foo in order to fetch the next page of the list. + schema: + type: string + - name: before + in: query + description: > + A cursor for use in pagination. `before` is an object ID that + defines your place in the list. For instance, if you make a list + request and receive 100 objects, starting with obj_foo, your + subsequent call can include before=obj_foo in order to fetch the + previous page of the list. + schema: + type: string + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ListVectorStoresResponse" + x-oaiMeta: + name: List vector stores + group: vector_stores + beta: true + returns: + A list of [vector store](/docs/api-reference/vector-stores/object) + objects. + examples: + request: + curl: | + curl https://api.openai.com/v1/vector_stores \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" + python: | + from openai import OpenAI + client = OpenAI() + + vector_stores = client.beta.vector_stores.list() + print(vector_stores) + node.js: | + import OpenAI from "openai"; + const openai = new OpenAI(); + + async function main() { + const vectorStores = await openai.beta.vectorStores.list(); + console.log(vectorStores); + } + + main(); + response: | + { + "object": "list", + "data": [ + { + "id": "vs_abc123", + "object": "vector_store", + "created_at": 1699061776, + "name": "Support FAQ", + "bytes": 139920, + "file_counts": { + "in_progress": 0, + "completed": 3, + "failed": 0, + "cancelled": 0, + "total": 3 + } + }, + { + "id": "vs_abc456", + "object": "vector_store", + "created_at": 1699061776, + "name": "Support FAQ v2", + "bytes": 139920, + "file_counts": { + "in_progress": 0, + "completed": 3, + "failed": 0, + "cancelled": 0, + "total": 3 + } + } + ], + "first_id": "vs_abc123", + "last_id": "vs_abc456", + "has_more": false + } + post: + operationId: createVectorStore + tags: + - Vector stores + summary: Create a vector store. + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/CreateVectorStoreRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/VectorStoreObject" + x-oaiMeta: + name: Create vector store + group: vector_stores + beta: true + returns: A [vector store](/docs/api-reference/vector-stores/object) object. + examples: + request: + curl: | + curl https://api.openai.com/v1/vector_stores \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" + -d '{ + "name": "Support FAQ" + }' + python: | + from openai import OpenAI + client = OpenAI() + + vector_store = client.beta.vector_stores.create( + name="Support FAQ" + ) + print(vector_store) + node.js: | + import OpenAI from "openai"; + const openai = new OpenAI(); + + async function main() { + const vectorStore = await openai.beta.vectorStores.create({ + name: "Support FAQ" + }); + console.log(vectorStore); + } + + main(); + response: | + { + "id": "vs_abc123", + "object": "vector_store", + "created_at": 1699061776, + "name": "Support FAQ", + "bytes": 139920, + "file_counts": { + "in_progress": 0, + "completed": 3, + "failed": 0, + "cancelled": 0, + "total": 3 + } + } + /vector_stores/{vector_store_id}: + get: + operationId: getVectorStore + tags: + - Vector stores + summary: Retrieves a vector store. + parameters: + - in: path + name: vector_store_id + required: true + schema: + type: string + description: The ID of the vector store to retrieve. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/VectorStoreObject" + x-oaiMeta: + name: Retrieve vector store + group: vector_stores + beta: true + returns: + The [vector store](/docs/api-reference/vector-stores/object) object + matching the specified ID. + examples: + request: + curl: | + curl https://api.openai.com/v1/vector_stores/vs_abc123 \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" + python: | + from openai import OpenAI + client = OpenAI() + + vector_store = client.beta.vector_stores.retrieve( + vector_store_id="vs_abc123" + ) + print(vector_store) + node.js: | + import OpenAI from "openai"; + const openai = new OpenAI(); + + async function main() { + const vectorStore = await openai.beta.vectorStores.retrieve( + "vs_abc123" + ); + console.log(vectorStore); + } + + main(); + response: | + { + "id": "vs_abc123", + "object": "vector_store", + "created_at": 1699061776 + } + post: + operationId: modifyVectorStore + tags: + - Vector stores + summary: Modifies a vector store. + parameters: + - in: path + name: vector_store_id + required: true + schema: + type: string + description: The ID of the vector store to modify. + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/UpdateVectorStoreRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/VectorStoreObject" + x-oaiMeta: + name: Modify vector store + group: vector_stores + beta: true + returns: + The modified [vector store](/docs/api-reference/vector-stores/object) + object. + examples: + request: + curl: | + curl https://api.openai.com/v1/vector_stores/vs_abc123 \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" + -d '{ + "name": "Support FAQ" + }' + python: | + from openai import OpenAI + client = OpenAI() + + vector_store = client.beta.vector_stores.update( + vector_store_id="vs_abc123", + name="Support FAQ" + ) + print(vector_store) + node.js: | + import OpenAI from "openai"; + const openai = new OpenAI(); + + async function main() { + const vectorStore = await openai.beta.vectorStores.update( + "vs_abc123", + { + name: "Support FAQ" + } + ); + console.log(vectorStore); + } + + main(); + response: | + { + "id": "vs_abc123", + "object": "vector_store", + "created_at": 1699061776, + "name": "Support FAQ", + "bytes": 139920, + "file_counts": { + "in_progress": 0, + "completed": 3, + "failed": 0, + "cancelled": 0, + "total": 3 + } + } + delete: + operationId: deleteVectorStore + tags: + - Vector stores + summary: Delete a vector store. + parameters: + - in: path + name: vector_store_id + required: true + schema: + type: string + description: The ID of the vector store to delete. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/DeleteVectorStoreResponse" + x-oaiMeta: + name: Delete vector store + group: vector_stores + beta: true + returns: Deletion status + examples: + request: + curl: | + curl https://api.openai.com/v1/vector_stores/vs_abc123 \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" \ + -X DELETE + python: | + from openai import OpenAI + client = OpenAI() + + deleted_vector_store = client.beta.vector_stores.delete( + vector_store_id="vs_abc123" + ) + print(deleted_vector_store) + node.js: | + import OpenAI from "openai"; + const openai = new OpenAI(); + + async function main() { + const deletedVectorStore = await openai.beta.vectorStores.del( + "vs_abc123" + ); + console.log(deletedVectorStore); + } + + main(); + response: | + { + id: "vs_abc123", + object: "vector_store.deleted", + deleted: true + } + /vector_stores/{vector_store_id}/file_batches: + post: + operationId: createVectorStoreFileBatch + tags: + - Vector stores + summary: Create a vector store file batch. + parameters: + - in: path + name: vector_store_id + required: true + schema: + type: string + example: vs_abc123 + description: | + The ID of the vector store for which to create a File Batch. + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/CreateVectorStoreFileBatchRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/VectorStoreFileBatchObject" + x-oaiMeta: + name: Create vector store file batch + group: vector_stores + beta: true + returns: A [vector store file + batch](/docs/api-reference/vector-stores-file-batches/batch-object) + object. + examples: + request: + curl: > + curl + https://api.openai.com/v1/vector_stores/vs_abc123/file_batches \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "file_ids": ["file-abc123", "file-abc456"] + }' + python: > + from openai import OpenAI + + client = OpenAI() + + + vector_store_file_batch = + client.beta.vector_stores.file_batches.create( + vector_store_id="vs_abc123", + file_ids=["file-abc123", "file-abc456"] + ) + + print(vector_store_file_batch) + node.js: > + import OpenAI from "openai"; + + const openai = new OpenAI(); + + + async function main() { + const myVectorStoreFileBatch = await openai.beta.vectorStores.fileBatches.create( + "vs_abc123", + { + file_ids: ["file-abc123", "file-abc456"] + } + ); + console.log(myVectorStoreFileBatch); + } + + + main(); + response: | + { + "id": "vsfb_abc123", + "object": "vector_store.file_batch", + "created_at": 1699061776, + "vector_store_id": "vs_abc123", + "status": "in_progress", + "file_counts": { + "in_progress": 1, + "completed": 1, + "failed": 0, + "cancelled": 0, + "total": 0, + } + } + /vector_stores/{vector_store_id}/file_batches/{batch_id}: + get: + operationId: getVectorStoreFileBatch + tags: + - Vector stores + summary: Retrieves a vector store file batch. + parameters: + - in: path + name: vector_store_id + required: true + schema: + type: string + example: vs_abc123 + description: The ID of the vector store that the file batch belongs to. + - in: path + name: batch_id + required: true + schema: + type: string + example: vsfb_abc123 + description: The ID of the file batch being retrieved. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/VectorStoreFileBatchObject" + x-oaiMeta: + name: Retrieve vector store file batch + group: vector_stores + beta: true + returns: The [vector store file + batch](/docs/api-reference/vector-stores-file-batches/batch-object) + object. + examples: + request: + curl: > + curl + https://api.openai.com/v1/vector_stores/vs_abc123/files_batches/vsfb_abc123 + \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" + python: > + from openai import OpenAI + + client = OpenAI() + + + vector_store_file_batch = + client.beta.vector_stores.file_batches.retrieve( + vector_store_id="vs_abc123", + batch_id="vsfb_abc123" + ) + + print(vector_store_file_batch) + node.js: > + import OpenAI from "openai"; + + const openai = new OpenAI(); + + + async function main() { + const vectorStoreFileBatch = await openai.beta.vectorStores.fileBatches.retrieve( + "vs_abc123", + "vsfb_abc123" + ); + console.log(vectorStoreFileBatch); + } + + + main(); + response: | + { + "id": "vsfb_abc123", + "object": "vector_store.file_batch", + "created_at": 1699061776, + "vector_store_id": "vs_abc123", + "status": "in_progress", + "file_counts": { + "in_progress": 1, + "completed": 1, + "failed": 0, + "cancelled": 0, + "total": 0, + } + } + /vector_stores/{vector_store_id}/file_batches/{batch_id}/cancel: + post: + operationId: cancelVectorStoreFileBatch + tags: + - Vector stores + summary: Cancel a vector store file batch. This attempts to cancel the + processing of files in this batch as soon as possible. + parameters: + - in: path + name: vector_store_id + required: true + schema: + type: string + description: The ID of the vector store that the file batch belongs to. + - in: path + name: batch_id + required: true + schema: + type: string + description: The ID of the file batch to cancel. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/VectorStoreFileBatchObject" + x-oaiMeta: + name: Cancel vector store file batch + group: vector_stores + beta: true + returns: The modified vector store file batch object. + examples: + request: + curl: > + curl + https://api.openai.com/v1/vector_stores/vs_abc123/files_batches/vsfb_abc123/cancel + \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" \ + -X POST + python: > + from openai import OpenAI + + client = OpenAI() + + + deleted_vector_store_file_batch = + client.beta.vector_stores.file_batches.cancel( + vector_store_id="vs_abc123", + file_batch_id="vsfb_abc123" + ) + + print(deleted_vector_store_file_batch) + node.js: > + import OpenAI from "openai"; + + const openai = new OpenAI(); + + + async function main() { + const deletedVectorStoreFileBatch = await openai.vector_stores.fileBatches.cancel( + "vs_abc123", + "vsfb_abc123" + ); + console.log(deletedVectorStoreFileBatch); + } + + + main(); + response: | + { + "id": "vsfb_abc123", + "object": "vector_store.file_batch", + "created_at": 1699061776, + "vector_store_id": "vs_abc123", + "status": "in_progress", + "file_counts": { + "in_progress": 12, + "completed": 3, + "failed": 0, + "cancelled": 0, + "total": 15, + } + } + /vector_stores/{vector_store_id}/file_batches/{batch_id}/files: + get: + operationId: listFilesInVectorStoreBatch + tags: + - Vector stores + summary: Returns a list of vector store files in a batch. + parameters: + - name: vector_store_id + in: path + description: The ID of the vector store that the files belong to. + required: true + schema: + type: string + - name: batch_id + in: path + description: The ID of the file batch that the files belong to. + required: true + schema: + type: string + - name: limit + in: query + description: > + A limit on the number of objects to be returned. Limit can range + between 1 and 100, and the default is 20. + required: false + schema: + type: integer + default: 20 + - name: order + in: query + description: > + Sort order by the `created_at` timestamp of the objects. `asc` for + ascending order and `desc` for descending order. + schema: + type: string + default: desc + enum: + - asc + - desc + - name: after + in: query + description: > + A cursor for use in pagination. `after` is an object ID that defines + your place in the list. For instance, if you make a list request and + receive 100 objects, ending with obj_foo, your subsequent call can + include after=obj_foo in order to fetch the next page of the list. + schema: + type: string + - name: before + in: query + description: > + A cursor for use in pagination. `before` is an object ID that + defines your place in the list. For instance, if you make a list + request and receive 100 objects, starting with obj_foo, your + subsequent call can include before=obj_foo in order to fetch the + previous page of the list. + schema: + type: string + - name: filter + in: query + description: + Filter by file status. One of `in_progress`, `completed`, `failed`, + `cancelled`. + schema: + type: string + enum: + - in_progress + - completed + - failed + - cancelled + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ListVectorStoreFilesResponse" + x-oaiMeta: + name: List vector store files in a batch + group: vector_stores + beta: true + returns: A list of [vector store + file](/docs/api-reference/vector-stores-files/file-object) objects. + examples: + request: + curl: > + curl + https://api.openai.com/v1/vector_stores/vs_abc123/files_batches/vsfb_abc123/files + \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" + python: > + from openai import OpenAI + + client = OpenAI() + + + vector_store_files = + client.beta.vector_stores.file_batches.list_files( + vector_store_id="vs_abc123", + batch_id="vsfb_abc123" + ) + + print(vector_store_files) + node.js: > + import OpenAI from "openai"; + + const openai = new OpenAI(); + + + async function main() { + const vectorStoreFiles = await openai.beta.vectorStores.fileBatches.listFiles( + "vs_abc123", + "vsfb_abc123" + ); + console.log(vectorStoreFiles); + } + + + main(); + response: | + { + "object": "list", + "data": [ + { + "id": "file-abc123", + "object": "vector_store.file", + "created_at": 1699061776, + "vector_store_id": "vs_abc123" + }, + { + "id": "file-abc456", + "object": "vector_store.file", + "created_at": 1699061776, + "vector_store_id": "vs_abc123" + } + ], + "first_id": "file-abc123", + "last_id": "file-abc456", + "has_more": false + } + /vector_stores/{vector_store_id}/files: + get: + operationId: listVectorStoreFiles + tags: + - Vector stores + summary: Returns a list of vector store files. + parameters: + - name: vector_store_id + in: path + description: The ID of the vector store that the files belong to. + required: true + schema: + type: string + - name: limit + in: query + description: > + A limit on the number of objects to be returned. Limit can range + between 1 and 100, and the default is 20. + required: false + schema: + type: integer + default: 20 + - name: order + in: query + description: > + Sort order by the `created_at` timestamp of the objects. `asc` for + ascending order and `desc` for descending order. + schema: + type: string + default: desc + enum: + - asc + - desc + - name: after + in: query + description: > + A cursor for use in pagination. `after` is an object ID that defines + your place in the list. For instance, if you make a list request and + receive 100 objects, ending with obj_foo, your subsequent call can + include after=obj_foo in order to fetch the next page of the list. + schema: + type: string + - name: before + in: query + description: > + A cursor for use in pagination. `before` is an object ID that + defines your place in the list. For instance, if you make a list + request and receive 100 objects, starting with obj_foo, your + subsequent call can include before=obj_foo in order to fetch the + previous page of the list. + schema: + type: string + - name: filter + in: query + description: + Filter by file status. One of `in_progress`, `completed`, `failed`, + `cancelled`. + schema: + type: string + enum: + - in_progress + - completed + - failed + - cancelled + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/ListVectorStoreFilesResponse" + x-oaiMeta: + name: List vector store files + group: vector_stores + beta: true + returns: A list of [vector store + file](/docs/api-reference/vector-stores-files/file-object) objects. + examples: + request: + curl: | + curl https://api.openai.com/v1/vector_stores/vs_abc123/files \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" + python: | + from openai import OpenAI + client = OpenAI() + + vector_store_files = client.beta.vector_stores.files.list( + vector_store_id="vs_abc123" + ) + print(vector_store_files) + node.js: > + import OpenAI from "openai"; + + const openai = new OpenAI(); + + + async function main() { + const vectorStoreFiles = await openai.beta.vectorStores.files.list( + "vs_abc123" + ); + console.log(vectorStoreFiles); + } + + + main(); + response: | + { + "object": "list", + "data": [ + { + "id": "file-abc123", + "object": "vector_store.file", + "created_at": 1699061776, + "vector_store_id": "vs_abc123" + }, + { + "id": "file-abc456", + "object": "vector_store.file", + "created_at": 1699061776, + "vector_store_id": "vs_abc123" + } + ], + "first_id": "file-abc123", + "last_id": "file-abc456", + "has_more": false + } + post: + operationId: createVectorStoreFile + tags: + - Vector stores + summary: Create a vector store file by attaching a + [File](/docs/api-reference/files) to a [vector + store](/docs/api-reference/vector-stores/object). + parameters: + - in: path + name: vector_store_id + required: true + schema: + type: string + example: vs_abc123 + description: | + The ID of the vector store for which to create a File. + requestBody: + required: true + content: + application/json: + schema: + $ref: "#/components/schemas/CreateVectorStoreFileRequest" + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/VectorStoreFileObject" + x-oaiMeta: + name: Create vector store file + group: vector_stores + beta: true + returns: A [vector store + file](/docs/api-reference/vector-stores-files/file-object) object. + examples: + request: + curl: | + curl https://api.openai.com/v1/vector_stores/vs_abc123/files \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" \ + -d '{ + "file_id": "file-abc123" + }' + python: | + from openai import OpenAI + client = OpenAI() + + vector_store_file = client.beta.vector_stores.files.create( + vector_store_id="vs_abc123", + file_id="file-abc123" + ) + print(vector_store_file) + node.js: > + import OpenAI from "openai"; + + const openai = new OpenAI(); + + + async function main() { + const myVectorStoreFile = await openai.beta.vectorStores.files.create( + "vs_abc123", + { + file_id: "file-abc123" + } + ); + console.log(myVectorStoreFile); + } + + + main(); + response: | + { + "id": "file-abc123", + "object": "vector_store.file", + "created_at": 1699061776, + "usage_bytes": 1234, + "vector_store_id": "vs_abcd", + "status": "completed", + "last_error": null + } + /vector_stores/{vector_store_id}/files/{file_id}: + get: + operationId: getVectorStoreFile + tags: + - Vector stores + summary: Retrieves a vector store file. + parameters: + - in: path + name: vector_store_id + required: true + schema: + type: string + example: vs_abc123 + description: The ID of the vector store that the file belongs to. + - in: path + name: file_id + required: true + schema: + type: string + example: file-abc123 + description: The ID of the file being retrieved. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/VectorStoreFileObject" + x-oaiMeta: + name: Retrieve vector store file + group: vector_stores + beta: true + returns: The [vector store + file](/docs/api-reference/vector-stores-files/file-object) object. + examples: + request: + curl: > + curl + https://api.openai.com/v1/vector_stores/vs_abc123/files/file-abc123 + \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" + python: | + from openai import OpenAI + client = OpenAI() + + vector_store_file = client.beta.vector_stores.files.retrieve( + vector_store_id="vs_abc123", + file_id="file-abc123" + ) + print(vector_store_file) + node.js: > + import OpenAI from "openai"; + + const openai = new OpenAI(); + + + async function main() { + const vectorStoreFile = await openai.beta.vectorStores.files.retrieve( + "vs_abc123", + "file-abc123" + ); + console.log(vectorStoreFile); + } + + + main(); + response: | + { + "id": "file-abc123", + "object": "vector_store.file", + "created_at": 1699061776, + "vector_store_id": "vs_abcd", + "status": "completed", + "last_error": null + } + delete: + operationId: deleteVectorStoreFile + tags: + - Vector stores + summary: + Delete a vector store file. This will remove the file from the vector + store but the file itself will not be deleted. To delete the file, use + the [delete file](/docs/api-reference/files/delete) endpoint. + parameters: + - in: path + name: vector_store_id + required: true + schema: + type: string + description: The ID of the vector store that the file belongs to. + - in: path + name: file_id + required: true + schema: + type: string + description: The ID of the file to delete. + responses: + "200": + description: OK + content: + application/json: + schema: + $ref: "#/components/schemas/DeleteVectorStoreFileResponse" + x-oaiMeta: + name: Delete vector store file + group: vector_stores + beta: true + returns: Deletion status + examples: + request: + curl: > + curl + https://api.openai.com/v1/vector_stores/vs_abc123/files/file-abc123 + \ + -H "Authorization: Bearer $OPENAI_API_KEY" \ + -H "Content-Type: application/json" \ + -H "OpenAI-Beta: assistants=v2" \ + -X DELETE + python: > + from openai import OpenAI + + client = OpenAI() + + + deleted_vector_store_file = + client.beta.vector_stores.files.delete( + vector_store_id="vs_abc123", + file_id="file-abc123" + ) + + print(deleted_vector_store_file) + node.js: > + import OpenAI from "openai"; + + const openai = new OpenAI(); + + + async function main() { + const deletedVectorStoreFile = await openai.beta.vectorStores.files.del( + "vs_abc123", + "file-abc123" + ); + console.log(deletedVectorStoreFile); + } + + + main(); + response: | + { + id: "file-abc123", + object: "vector_store.file.deleted", + deleted: true + } +components: + schemas: + AddUploadPartRequest: + type: object + additionalProperties: false + properties: + data: + description: | + The chunk of bytes for this Part. + type: string + format: binary + required: + - data + AdminApiKey: + type: object + properties: + object: + type: string + example: organization.admin_api_key + id: + type: string + example: key_abc + name: + type: string + example: Administration Key + redacted_value: + type: string + example: sk-admin...def + value: + type: string + example: sk-admin-1234abcd + created_at: + type: integer + format: int64 + example: 1711471533 + owner: + type: object + properties: + type: + type: string + example: service_account + id: + type: string + example: sa_456 + name: + type: string + example: My Service Account + created_at: + type: integer + format: int64 + example: 1711471533 + role: + type: string + example: member + ApiKeyList: + type: object + properties: + object: + type: string + example: list + data: + type: array + items: + $ref: "#/components/schemas/AdminApiKey" + has_more: + type: boolean + example: false + first_id: + type: string + example: key_abc + last_id: + type: string + example: key_xyz + AssistantObject: + type: object + title: Assistant + description: Represents an `assistant` that can call the model and use tools. + properties: + id: + description: The identifier, which can be referenced in API endpoints. + type: string + object: + description: The object type, which is always `assistant`. + type: string + enum: + - assistant + x-stainless-const: true + created_at: + description: The Unix timestamp (in seconds) for when the assistant was created. + type: integer + name: + description: | + The name of the assistant. The maximum length is 256 characters. + type: string + maxLength: 256 + nullable: true + description: + description: > + The description of the assistant. The maximum length is 512 + characters. + type: string + maxLength: 512 + nullable: true + model: + description: > + ID of the model to use. You can use the [List + models](/docs/api-reference/models/list) API to see all of your + available models, or see our [Model overview](/docs/models) for + descriptions of them. + type: string + instructions: + description: > + The system instructions that the assistant uses. The maximum length + is 256,000 characters. + type: string + maxLength: 256000 + nullable: true + tools: + description: > + A list of tool enabled on the assistant. There can be a maximum of + 128 tools per assistant. Tools can be of types `code_interpreter`, + `file_search`, or `function`. + default: [] + type: array + maxItems: 128 + items: + oneOf: + - $ref: "#/components/schemas/AssistantToolsCode" + - $ref: "#/components/schemas/AssistantToolsFileSearch" + - $ref: "#/components/schemas/AssistantToolsFunction" + x-oaiExpandable: true + tool_resources: + type: object + description: > + A set of resources that are used by the assistant's tools. The + resources are specific to the type of tool. For example, the + `code_interpreter` tool requires a list of file IDs, while the + `file_search` tool requires a list of vector store IDs. + properties: + code_interpreter: + type: object + properties: + file_ids: + type: array + description: > + A list of [file](/docs/api-reference/files) IDs made + available to the `code_interpreter`` tool. There can be a + maximum of 20 files associated with the tool. + default: [] + maxItems: 20 + items: + type: string + file_search: + type: object + properties: + vector_store_ids: + type: array + description: > + The ID of the [vector + store](/docs/api-reference/vector-stores/object) attached to + this assistant. There can be a maximum of 1 vector store + attached to the assistant. + maxItems: 1 + items: + type: string + nullable: true + metadata: + $ref: "#/components/schemas/Metadata" + temperature: + description: > + What sampling temperature to use, between 0 and 2. Higher values + like 0.8 will make the output more random, while lower values like + 0.2 will make it more focused and deterministic. + type: number + minimum: 0 + maximum: 2 + default: 1 + example: 1 + nullable: true + top_p: + type: number + minimum: 0 + maximum: 1 + default: 1 + example: 1 + nullable: true + description: > + An alternative to sampling with temperature, called nucleus + sampling, where the model considers the results of the tokens with + top_p probability mass. So 0.1 means only the tokens comprising the + top 10% probability mass are considered. + + + We generally recommend altering this or temperature but not both. + response_format: + allOf: + - $ref: "#/components/schemas/AssistantsApiResponseFormatOption" + - nullable: true + required: + - id + - object + - created_at + - name + - description + - model + - instructions + - tools + - metadata + x-oaiMeta: + name: The assistant object + beta: true + example: > + { + "id": "asst_abc123", + "object": "assistant", + "created_at": 1698984975, + "name": "Math Tutor", + "description": null, + "model": "gpt-4o", + "instructions": "You are a personal math tutor. When asked a question, write and run Python code to answer the question.", + "tools": [ + { + "type": "code_interpreter" + } + ], + "metadata": {}, + "top_p": 1.0, + "temperature": 1.0, + "response_format": "auto" + } + AssistantStreamEvent: + description: > + Represents an event emitted when streaming a Run. + + + Each event in a server-sent events stream has an `event` and `data` + property: + + + ``` + + event: thread.created + + data: {"id": "thread_123", "object": "thread", ...} + + ``` + + + We emit events whenever a new object is created, transitions to a new + state, or is being + + streamed in parts (deltas). For example, we emit `thread.run.created` + when a new run + + is created, `thread.run.completed` when a run completes, and so on. When + an Assistant chooses + + to create a message during a run, we emit a `thread.message.created + event`, a + + `thread.message.in_progress` event, many `thread.message.delta` events, + and finally a + + `thread.message.completed` event. + + + We may add additional events over time, so we recommend handling unknown + events gracefully + + in your code. See the [Assistants API + quickstart](/docs/assistants/overview) to learn how to + + integrate the Assistants API with streaming. + oneOf: + - $ref: "#/components/schemas/ThreadStreamEvent" + - $ref: "#/components/schemas/RunStreamEvent" + - $ref: "#/components/schemas/RunStepStreamEvent" + - $ref: "#/components/schemas/MessageStreamEvent" + - $ref: "#/components/schemas/ErrorEvent" + - $ref: "#/components/schemas/DoneEvent" + x-oaiMeta: + name: Assistant stream events + beta: true + AssistantToolsCode: + type: object + title: Code interpreter tool + properties: + type: + type: string + description: "The type of tool being defined: `code_interpreter`" + enum: + - code_interpreter + x-stainless-const: true + required: + - type + AssistantToolsFileSearch: + type: object + title: FileSearch tool + properties: + type: + type: string + description: "The type of tool being defined: `file_search`" + enum: + - file_search + x-stainless-const: true + file_search: + type: object + description: Overrides for the file search tool. + properties: + max_num_results: + type: integer + minimum: 1 + maximum: 50 + description: > + The maximum number of results the file search tool should + output. The default is 20 for `gpt-4*` models and 5 for + `gpt-3.5-turbo`. This number should be between 1 and 50 + inclusive. + + + Note that the file search tool may output fewer than + `max_num_results` results. See the [file search tool + documentation](/docs/assistants/tools/file-search#customizing-file-search-settings) + for more information. + ranking_options: + $ref: "#/components/schemas/FileSearchRankingOptions" + required: + - type + AssistantToolsFileSearchTypeOnly: + type: object + title: FileSearch tool + properties: + type: + type: string + description: "The type of tool being defined: `file_search`" + enum: + - file_search + x-stainless-const: true + required: + - type + AssistantToolsFunction: + type: object + title: Function tool + properties: + type: + type: string + description: "The type of tool being defined: `function`" + enum: + - function + x-stainless-const: true + function: + $ref: "#/components/schemas/FunctionObject" + required: + - type + - function + AssistantsApiResponseFormatOption: + description: > + Specifies the format that the model must output. Compatible with + [GPT-4o](/docs/models#gpt-4o), [GPT-4 + Turbo](/docs/models#gpt-4-turbo-and-gpt-4), and all GPT-3.5 Turbo models + since `gpt-3.5-turbo-1106`. + + + Setting to `{ "type": "json_schema", "json_schema": {...} }` enables + Structured Outputs which ensures the model will match your supplied JSON + schema. Learn more in the [Structured Outputs + guide](/docs/guides/structured-outputs). + + + Setting to `{ "type": "json_object" }` enables JSON mode, which ensures + the message the model generates is valid JSON. + + + **Important:** when using JSON mode, you **must** also instruct the + model to produce JSON yourself via a system or user message. Without + this, the model may generate an unending stream of whitespace until the + generation reaches the token limit, resulting in a long-running and + seemingly "stuck" request. Also note that the message content may be + partially cut off if `finish_reason="length"`, which indicates the + generation exceeded `max_tokens` or the conversation exceeded the max + context length. + oneOf: + - type: string + description: | + `auto` is the default value + enum: + - auto + x-stainless-const: true + - $ref: "#/components/schemas/ResponseFormatText" + - $ref: "#/components/schemas/ResponseFormatJsonObject" + - $ref: "#/components/schemas/ResponseFormatJsonSchema" + x-oaiExpandable: true + AssistantsApiToolChoiceOption: + description: > + Controls which (if any) tool is called by the model. + + `none` means the model will not call any tools and instead generates a + message. + + `auto` is the default value and means the model can pick between + generating a message or calling one or more tools. + + `required` means the model must call one or more tools before responding + to the user. + + Specifying a particular tool like `{"type": "file_search"}` or `{"type": + "function", "function": {"name": "my_function"}}` forces the model to + call that tool. + oneOf: + - type: string + description: > + `none` means the model will not call any tools and instead generates + a message. `auto` means the model can pick between generating a + message or calling one or more tools. `required` means the model + must call one or more tools before responding to the user. + enum: + - none + - auto + - required + - $ref: "#/components/schemas/AssistantsNamedToolChoice" + x-oaiExpandable: true + AssistantsNamedToolChoice: + type: object + description: + Specifies a tool the model should use. Use to force the model to + call a specific tool. + properties: + type: + type: string + enum: + - function + - code_interpreter + - file_search + description: + The type of the tool. If type is `function`, the function name must + be set + function: + type: object + properties: + name: + type: string + description: The name of the function to call. + required: + - name + required: + - type + AudioResponseFormat: + description: > + The format of the output, in one of these options: `json`, `text`, + `srt`, `verbose_json`, or `vtt`. + type: string + enum: + - json + - text + - srt + - verbose_json + - vtt + default: json + AuditLog: + type: object + description: A log of a user action or configuration change within this organization. + properties: + id: + type: string + description: The ID of this log. + type: + $ref: "#/components/schemas/AuditLogEventType" + effective_at: + type: integer + description: The Unix timestamp (in seconds) of the event. + project: + type: object + description: + The project that the action was scoped to. Absent for actions not + scoped to projects. + properties: + id: + type: string + description: The project ID. + name: + type: string + description: The project title. + actor: + $ref: "#/components/schemas/AuditLogActor" + api_key.created: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The tracking ID of the API key. + data: + type: object + description: The payload used to create the API key. + properties: + scopes: + type: array + items: + type: string + description: A list of scopes allowed for the API key, e.g. + `["api.model.request"]` + api_key.updated: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The tracking ID of the API key. + changes_requested: + type: object + description: The payload used to update the API key. + properties: + scopes: + type: array + items: + type: string + description: A list of scopes allowed for the API key, e.g. + `["api.model.request"]` + api_key.deleted: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The tracking ID of the API key. + invite.sent: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The ID of the invite. + data: + type: object + description: The payload used to create the invite. + properties: + email: + type: string + description: The email invited to the organization. + role: + type: string + description: + The role the email was invited to be. Is either `owner` or + `member`. + invite.accepted: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The ID of the invite. + invite.deleted: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The ID of the invite. + login.failed: + type: object + description: The details for events with this `type`. + properties: + error_code: + type: string + description: The error code of the failure. + error_message: + type: string + description: The error message of the failure. + logout.failed: + type: object + description: The details for events with this `type`. + properties: + error_code: + type: string + description: The error code of the failure. + error_message: + type: string + description: The error message of the failure. + organization.updated: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The organization ID. + changes_requested: + type: object + description: The payload used to update the organization settings. + properties: + title: + type: string + description: The organization title. + description: + type: string + description: The organization description. + name: + type: string + description: The organization name. + settings: + type: object + properties: + threads_ui_visibility: + type: string + description: + Visibility of the threads page which shows messages created with + the Assistants API and Playground. One of `ANY_ROLE`, + `OWNERS`, or `NONE`. + usage_dashboard_visibility: + type: string + description: + Visibility of the usage dashboard which shows activity and costs + for your organization. One of `ANY_ROLE` or `OWNERS`. + project.created: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The project ID. + data: + type: object + description: The payload used to create the project. + properties: + name: + type: string + description: The project name. + title: + type: string + description: The title of the project as seen on the dashboard. + project.updated: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The project ID. + changes_requested: + type: object + description: The payload used to update the project. + properties: + title: + type: string + description: The title of the project as seen on the dashboard. + project.archived: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The project ID. + rate_limit.updated: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The rate limit ID + changes_requested: + type: object + description: The payload used to update the rate limits. + properties: + max_requests_per_1_minute: + type: integer + description: The maximum requests per minute. + max_tokens_per_1_minute: + type: integer + description: The maximum tokens per minute. + max_images_per_1_minute: + type: integer + description: The maximum images per minute. Only relevant for certain models. + max_audio_megabytes_per_1_minute: + type: integer + description: + The maximum audio megabytes per minute. Only relevant for certain + models. + max_requests_per_1_day: + type: integer + description: The maximum requests per day. Only relevant for certain models. + batch_1_day_max_input_tokens: + type: integer + description: + The maximum batch input tokens per day. Only relevant for certain + models. + rate_limit.deleted: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The rate limit ID + service_account.created: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The service account ID. + data: + type: object + description: The payload used to create the service account. + properties: + role: + type: string + description: The role of the service account. Is either `owner` or `member`. + service_account.updated: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The service account ID. + changes_requested: + type: object + description: The payload used to updated the service account. + properties: + role: + type: string + description: The role of the service account. Is either `owner` or `member`. + service_account.deleted: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The service account ID. + user.added: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The user ID. + data: + type: object + description: The payload used to add the user to the project. + properties: + role: + type: string + description: The role of the user. Is either `owner` or `member`. + user.updated: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The project ID. + changes_requested: + type: object + description: The payload used to update the user. + properties: + role: + type: string + description: The role of the user. Is either `owner` or `member`. + user.deleted: + type: object + description: The details for events with this `type`. + properties: + id: + type: string + description: The user ID. + required: + - id + - type + - effective_at + - actor + x-oaiMeta: + name: The audit log object + example: > + { + "id": "req_xxx_20240101", + "type": "api_key.created", + "effective_at": 1720804090, + "actor": { + "type": "session", + "session": { + "user": { + "id": "user-xxx", + "email": "user@example.com" + }, + "ip_address": "127.0.0.1", + "user_agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" + } + }, + "api_key.created": { + "id": "key_xxxx", + "data": { + "scopes": ["resource.operation"] + } + } + } + AuditLogActor: + type: object + description: The actor who performed the audit logged action. + properties: + type: + type: string + description: The type of actor. Is either `session` or `api_key`. + enum: + - session + - api_key + session: + $ref: "#/components/schemas/AuditLogActorSession" + api_key: + $ref: "#/components/schemas/AuditLogActorApiKey" + AuditLogActorApiKey: + type: object + description: The API Key used to perform the audit logged action. + properties: + id: + type: string + description: The tracking id of the API key. + type: + type: string + description: The type of API key. Can be either `user` or `service_account`. + enum: + - user + - service_account + user: + $ref: "#/components/schemas/AuditLogActorUser" + service_account: + $ref: "#/components/schemas/AuditLogActorServiceAccount" + AuditLogActorServiceAccount: + type: object + description: The service account that performed the audit logged action. + properties: + id: + type: string + description: The service account id. + AuditLogActorSession: + type: object + description: The session in which the audit logged action was performed. + properties: + user: + $ref: "#/components/schemas/AuditLogActorUser" + ip_address: + type: string + description: The IP address from which the action was performed. + AuditLogActorUser: + type: object + description: The user who performed the audit logged action. + properties: + id: + type: string + description: The user id. + email: + type: string + description: The user email. + AuditLogEventType: + type: string + description: The event type. + x-oaiExpandable: true + enum: + - api_key.created + - api_key.updated + - api_key.deleted + - invite.sent + - invite.accepted + - invite.deleted + - login.succeeded + - login.failed + - logout.succeeded + - logout.failed + - organization.updated + - project.created + - project.updated + - project.archived + - service_account.created + - service_account.updated + - service_account.deleted + - rate_limit.updated + - rate_limit.deleted + - user.added + - user.updated + - user.deleted + AutoChunkingStrategyRequestParam: + type: object + title: Auto Chunking Strategy + description: The default strategy. This strategy currently uses a + `max_chunk_size_tokens` of `800` and `chunk_overlap_tokens` of `400`. + additionalProperties: false + properties: + type: + type: string + description: Always `auto`. + enum: + - auto + x-stainless-const: true + required: + - type + Batch: + type: object + properties: + id: + type: string + object: + type: string + enum: + - batch + description: The object type, which is always `batch`. + x-stainless-const: true + endpoint: + type: string + description: The OpenAI API endpoint used by the batch. + errors: + type: object + properties: + object: + type: string + description: The object type, which is always `list`. + data: + type: array + items: + type: object + properties: + code: + type: string + description: An error code identifying the error type. + message: + type: string + description: A human-readable message providing more details about the error. + param: + type: string + description: The name of the parameter that caused the error, if applicable. + nullable: true + line: + type: integer + description: + The line number of the input file where the error occurred, if + applicable. + nullable: true + input_file_id: + type: string + description: The ID of the input file for the batch. + completion_window: + type: string + description: The time frame within which the batch should be processed. + status: + type: string + description: The current status of the batch. + enum: + - validating + - failed + - in_progress + - finalizing + - completed + - expired + - cancelling + - cancelled + output_file_id: + type: string + description: + The ID of the file containing the outputs of successfully executed + requests. + error_file_id: + type: string + description: The ID of the file containing the outputs of requests with errors. + created_at: + type: integer + description: The Unix timestamp (in seconds) for when the batch was created. + in_progress_at: + type: integer + description: + The Unix timestamp (in seconds) for when the batch started + processing. + expires_at: + type: integer + description: The Unix timestamp (in seconds) for when the batch will expire. + finalizing_at: + type: integer + description: + The Unix timestamp (in seconds) for when the batch started + finalizing. + completed_at: + type: integer + description: The Unix timestamp (in seconds) for when the batch was completed. + failed_at: + type: integer + description: The Unix timestamp (in seconds) for when the batch failed. + expired_at: + type: integer + description: The Unix timestamp (in seconds) for when the batch expired. + cancelling_at: + type: integer + description: + The Unix timestamp (in seconds) for when the batch started + cancelling. + cancelled_at: + type: integer + description: The Unix timestamp (in seconds) for when the batch was cancelled. + request_counts: + type: object + properties: + total: + type: integer + description: Total number of requests in the batch. + completed: + type: integer + description: Number of requests that have been completed successfully. + failed: + type: integer + description: Number of requests that have failed. + required: + - total + - completed + - failed + description: The request counts for different statuses within the batch. + metadata: + $ref: "#/components/schemas/Metadata" + required: + - id + - object + - endpoint + - input_file_id + - completion_window + - status + - created_at + x-oaiMeta: + name: The batch object + example: | + { + "id": "batch_abc123", + "object": "batch", + "endpoint": "/v1/completions", + "errors": null, + "input_file_id": "file-abc123", + "completion_window": "24h", + "status": "completed", + "output_file_id": "file-cvaTdG", + "error_file_id": "file-HOWS94", + "created_at": 1711471533, + "in_progress_at": 1711471538, + "expires_at": 1711557933, + "finalizing_at": 1711493133, + "completed_at": 1711493163, + "failed_at": null, + "expired_at": null, + "cancelling_at": null, + "cancelled_at": null, + "request_counts": { + "total": 100, + "completed": 95, + "failed": 5 + }, + "metadata": { + "customer_id": "user_123456789", + "batch_description": "Nightly eval job", + } + } + BatchRequestInput: + type: object + description: The per-line object of the batch input file + properties: + custom_id: + type: string + description: + A developer-provided per-request id that will be used to match + outputs to inputs. Must be unique for each request in a batch. + method: + type: string + enum: + - POST + description: + The HTTP method to be used for the request. Currently only `POST` + is supported. + x-stainless-const: true + url: + type: string + description: + The OpenAI API relative URL to be used for the request. Currently + `/v1/chat/completions`, `/v1/embeddings`, and `/v1/completions` are + supported. + x-oaiMeta: + name: The request input object + example: > + {"custom_id": "request-1", "method": "POST", "url": + "/v1/chat/completions", "body": {"model": "gpt-4o-mini", "messages": + [{"role": "system", "content": "You are a helpful assistant."}, + {"role": "user", "content": "What is 2+2?"}]}} + BatchRequestOutput: + type: object + description: The per-line object of the batch output and error files + properties: + id: + type: string + custom_id: + type: string + description: + A developer-provided per-request id that will be used to match + outputs to inputs. + response: + type: object + nullable: true + properties: + status_code: + type: integer + description: The HTTP status code of the response + request_id: + type: string + description: + An unique identifier for the OpenAI API request. Please include + this request ID when contacting support. + body: + type: object + x-oaiTypeLabel: map + description: The JSON body of the response + error: + type: object + nullable: true + description: + For requests that failed with a non-HTTP error, this will contain + more information on the cause of the failure. + properties: + code: + type: string + description: A machine-readable error code. + message: + type: string + description: A human-readable error message. + x-oaiMeta: + name: The request output object + example: > + {"id": "batch_req_wnaDys", "custom_id": "request-2", "response": + {"status_code": 200, "request_id": "req_c187b3", "body": {"id": + "chatcmpl-9758Iw", "object": "chat.completion", "created": 1711475054, + "model": "gpt-4o-mini", "choices": [{"index": 0, "message": {"role": + "assistant", "content": "2 + 2 equals 4."}, "finish_reason": "stop"}], + "usage": {"prompt_tokens": 24, "completion_tokens": 15, + "total_tokens": 39}, "system_fingerprint": null}}, "error": null} + CancelUploadRequest: + type: object + additionalProperties: false + ChatCompletionFunctionCallOption: + type: object + description: > + Specifying a particular function via `{"name": "my_function"}` forces + the model to call that function. + properties: + name: + type: string + description: The name of the function to call. + required: + - name + ChatCompletionFunctions: + type: object + deprecated: true + properties: + description: + type: string + description: + A description of what the function does, used by the model to + choose when and how to call the function. + name: + type: string + description: + The name of the function to be called. Must be a-z, A-Z, 0-9, or + contain underscores and dashes, with a maximum length of 64. + parameters: + $ref: "#/components/schemas/FunctionParameters" + required: + - name + ChatCompletionMessageToolCall: + type: object + properties: + id: + type: string + description: The ID of the tool call. + type: + type: string + enum: + - function + description: The type of the tool. Currently, only `function` is supported. + x-stainless-const: true + function: + type: object + description: The function that the model called. + properties: + name: + type: string + description: The name of the function to call. + arguments: + type: string + description: + The arguments to call the function with, as generated by the model + in JSON format. Note that the model does not always generate + valid JSON, and may hallucinate parameters not defined by your + function schema. Validate the arguments in your code before + calling your function. + required: + - name + - arguments + required: + - id + - type + - function + ChatCompletionMessageToolCallChunk: + type: object + properties: + index: + type: integer + id: + type: string + description: The ID of the tool call. + type: + type: string + enum: + - function + description: The type of the tool. Currently, only `function` is supported. + x-stainless-const: true + function: + type: object + properties: + name: + type: string + description: The name of the function to call. + arguments: + type: string + description: + The arguments to call the function with, as generated by the model + in JSON format. Note that the model does not always generate + valid JSON, and may hallucinate parameters not defined by your + function schema. Validate the arguments in your code before + calling your function. + required: + - index + ChatCompletionMessageToolCalls: + type: array + description: The tool calls generated by the model, such as function calls. + items: + $ref: "#/components/schemas/ChatCompletionMessageToolCall" + ChatCompletionModalities: + type: array + nullable: true + description: > + Output types that you would like the model to generate for this request. + + Most models are capable of generating text, which is the default: + + + `["text"]` + + + The `gpt-4o-audio-preview` model can also be used to [generate + audio](/docs/guides/audio). To + + request that this model generate both text and audio responses, you can + + use: + + + `["text", "audio"]` + items: + type: string + enum: + - text + - audio + ChatCompletionNamedToolChoice: + type: object + description: + Specifies a tool the model should use. Use to force the model to + call a specific function. + properties: + type: + type: string + enum: + - function + description: The type of the tool. Currently, only `function` is supported. + x-stainless-const: true + function: + type: object + properties: + name: + type: string + description: The name of the function to call. + required: + - name + required: + - type + - function + ChatCompletionRequestAssistantMessage: + type: object + title: Assistant message + description: | + Messages sent by the model in response to user messages. + properties: + content: + x-oaiExpandable: true + nullable: true + oneOf: + - type: string + description: The contents of the assistant message. + title: Text content + - type: array + description: + An array of content parts with a defined type. Can be one or more + of type `text`, or exactly one of type `refusal`. + title: Array of content parts + items: + $ref: "#/components/schemas/ChatCompletionRequestAssistantMessageContentPart" + minItems: 1 + description: > + The contents of the assistant message. Required unless `tool_calls` + or `function_call` is specified. + refusal: + nullable: true + type: string + description: The refusal message by the assistant. + role: + type: string + enum: + - assistant + description: The role of the messages author, in this case `assistant`. + x-stainless-const: true + name: + type: string + description: An optional name for the participant. Provides the model + information to differentiate between participants of the same role. + audio: + type: object + nullable: true + x-oaiExpandable: true + description: | + Data about a previous audio response from the model. + [Learn more](/docs/guides/audio). + required: + - id + properties: + id: + type: string + description: | + Unique identifier for a previous audio response from the model. + tool_calls: + $ref: "#/components/schemas/ChatCompletionMessageToolCalls" + function_call: + type: object + deprecated: true + description: + Deprecated and replaced by `tool_calls`. The name and arguments of + a function that should be called, as generated by the model. + nullable: true + properties: + arguments: + type: string + description: + The arguments to call the function with, as generated by the model + in JSON format. Note that the model does not always generate + valid JSON, and may hallucinate parameters not defined by your + function schema. Validate the arguments in your code before + calling your function. + name: + type: string + description: The name of the function to call. + required: + - arguments + - name + required: + - role + ChatCompletionRequestAssistantMessageContentPart: + oneOf: + - $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartText" + - $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartRefusal" + x-oaiExpandable: true + ChatCompletionRequestDeveloperMessage: + type: object + title: Developer message + description: > + Developer-provided instructions that the model should follow, regardless + of + + messages sent by the user. With o1 models and newer, `developer` + messages + + replace the previous `system` messages. + properties: + content: + description: The contents of the developer message. + oneOf: + - type: string + description: The contents of the developer message. + title: Text content + - type: array + description: + An array of content parts with a defined type. For developer + messages, only type `text` is supported. + title: Array of content parts + items: + $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartText" + minItems: 1 + role: + type: string + enum: + - developer + description: The role of the messages author, in this case `developer`. + x-stainless-const: true + name: + type: string + description: An optional name for the participant. Provides the model + information to differentiate between participants of the same role. + required: + - content + - role + ChatCompletionRequestFunctionMessage: + type: object + title: Function message + deprecated: true + properties: + role: + type: string + enum: + - function + description: The role of the messages author, in this case `function`. + x-stainless-const: true + content: + nullable: true + type: string + description: The contents of the function message. + name: + type: string + description: The name of the function to call. + required: + - role + - content + - name + ChatCompletionRequestMessage: + oneOf: + - $ref: "#/components/schemas/ChatCompletionRequestDeveloperMessage" + - $ref: "#/components/schemas/ChatCompletionRequestSystemMessage" + - $ref: "#/components/schemas/ChatCompletionRequestUserMessage" + - $ref: "#/components/schemas/ChatCompletionRequestAssistantMessage" + - $ref: "#/components/schemas/ChatCompletionRequestToolMessage" + - $ref: "#/components/schemas/ChatCompletionRequestFunctionMessage" + x-oaiExpandable: true + ChatCompletionRequestMessageContentPartAudio: + type: object + title: Audio content part + description: | + Learn about [audio inputs](/docs/guides/audio). + properties: + type: + type: string + enum: + - input_audio + description: The type of the content part. Always `input_audio`. + x-stainless-const: true + input_audio: + type: object + properties: + data: + type: string + description: Base64 encoded audio data. + format: + type: string + enum: + - wav + - mp3 + description: > + The format of the encoded audio data. Currently supports "wav" + and "mp3". + required: + - data + - format + required: + - type + - input_audio + ChatCompletionRequestMessageContentPartImage: + type: object + title: Image content part + description: | + Learn about [image inputs](/docs/guides/vision). + properties: + type: + type: string + enum: + - image_url + description: The type of the content part. + x-stainless-const: true + image_url: + type: object + properties: + url: + type: string + description: Either a URL of the image or the base64 encoded image data. + format: uri + detail: + type: string + description: + Specifies the detail level of the image. Learn more in the [Vision + guide](/docs/guides/vision#low-or-high-fidelity-image-understanding). + enum: + - auto + - low + - high + default: auto + required: + - url + required: + - type + - image_url + ChatCompletionRequestMessageContentPartRefusal: + type: object + title: Refusal content part + properties: + type: + type: string + enum: + - refusal + description: The type of the content part. + x-stainless-const: true + refusal: + type: string + description: The refusal message generated by the model. + required: + - type + - refusal + ChatCompletionRequestMessageContentPartText: + type: object + title: Text content part + description: | + Learn about [text inputs](/docs/guides/text-generation). + properties: + type: + type: string + enum: + - text + description: The type of the content part. + x-stainless-const: true + text: + type: string + description: The text content. + required: + - type + - text + ChatCompletionRequestSystemMessage: + type: object + title: System message + description: > + Developer-provided instructions that the model should follow, regardless + of + + messages sent by the user. With o1 models and newer, use `developer` + messages + + for this purpose instead. + properties: + content: + description: The contents of the system message. + oneOf: + - type: string + description: The contents of the system message. + title: Text content + - type: array + description: + An array of content parts with a defined type. For system messages, + only type `text` is supported. + title: Array of content parts + items: + $ref: "#/components/schemas/ChatCompletionRequestSystemMessageContentPart" + minItems: 1 + role: + type: string + enum: + - system + description: The role of the messages author, in this case `system`. + x-stainless-const: true + name: + type: string + description: An optional name for the participant. Provides the model + information to differentiate between participants of the same role. + required: + - content + - role + ChatCompletionRequestSystemMessageContentPart: + oneOf: + - $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartText" + x-oaiExpandable: true + ChatCompletionRequestToolMessage: + type: object + title: Tool message + properties: + role: + type: string + enum: + - tool + description: The role of the messages author, in this case `tool`. + x-stainless-const: true + content: + oneOf: + - type: string + description: The contents of the tool message. + title: Text content + - type: array + description: + An array of content parts with a defined type. For tool messages, + only type `text` is supported. + title: Array of content parts + items: + $ref: "#/components/schemas/ChatCompletionRequestToolMessageContentPart" + minItems: 1 + description: The contents of the tool message. + tool_call_id: + type: string + description: Tool call that this message is responding to. + required: + - role + - content + - tool_call_id + ChatCompletionRequestToolMessageContentPart: + oneOf: + - $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartText" + x-oaiExpandable: true + ChatCompletionRequestUserMessage: + type: object + title: User message + description: | + Messages sent by an end user, containing prompts or additional context + information. + properties: + content: + description: | + The contents of the user message. + oneOf: + - type: string + description: The text contents of the message. + title: Text content + - type: array + description: + An array of content parts with a defined type. Supported options + differ based on the [model](/docs/models) being used to generate + the response. Can contain text, image, or audio inputs. + title: Array of content parts + items: + $ref: "#/components/schemas/ChatCompletionRequestUserMessageContentPart" + minItems: 1 + x-oaiExpandable: true + role: + type: string + enum: + - user + description: The role of the messages author, in this case `user`. + x-stainless-const: true + name: + type: string + description: An optional name for the participant. Provides the model + information to differentiate between participants of the same role. + required: + - content + - role + ChatCompletionRequestUserMessageContentPart: + oneOf: + - $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartText" + - $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartImage" + - $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartAudio" + x-oaiExpandable: true + ChatCompletionResponseMessage: + type: object + description: A chat completion message generated by the model. + properties: + content: + type: string + description: The contents of the message. + nullable: true + refusal: + type: string + description: The refusal message generated by the model. + nullable: true + tool_calls: + $ref: "#/components/schemas/ChatCompletionMessageToolCalls" + role: + type: string + enum: + - assistant + description: The role of the author of this message. + x-stainless-const: true + function_call: + type: object + deprecated: true + description: + Deprecated and replaced by `tool_calls`. The name and arguments of + a function that should be called, as generated by the model. + properties: + arguments: + type: string + description: + The arguments to call the function with, as generated by the model + in JSON format. Note that the model does not always generate + valid JSON, and may hallucinate parameters not defined by your + function schema. Validate the arguments in your code before + calling your function. + name: + type: string + description: The name of the function to call. + required: + - name + - arguments + audio: + type: object + nullable: true + description: > + If the audio output modality is requested, this object contains data + + about the audio response from the model. [Learn + more](/docs/guides/audio). + x-oaiExpandable: true + required: + - id + - expires_at + - data + - transcript + properties: + id: + type: string + description: Unique identifier for this audio response. + expires_at: + type: integer + description: > + The Unix timestamp (in seconds) for when this audio response + will + + no longer be accessible on the server for use in multi-turn + + conversations. + data: + type: string + description: | + Base64 encoded audio bytes generated by the model, in the format + specified in the request. + transcript: + type: string + description: Transcript of the audio generated by the model. + required: + - role + - content + - refusal + ChatCompletionRole: + type: string + description: The role of the author of a message + enum: + - developer + - system + - user + - assistant + - tool + - function + ChatCompletionStreamOptions: + description: > + Options for streaming response. Only set this when you set `stream: + true`. + type: object + nullable: true + default: null + properties: + include_usage: + type: boolean + description: > + If set, an additional chunk will be streamed before the `data: + [DONE]` message. The `usage` field on this chunk shows the token + usage statistics for the entire request, and the `choices` field + will always be an empty array. All other chunks will also include a + `usage` field, but with a null value. + ChatCompletionStreamResponseDelta: + type: object + description: A chat completion delta generated by streamed model responses. + properties: + content: + type: string + description: The contents of the chunk message. + nullable: true + function_call: + deprecated: true + type: object + description: + Deprecated and replaced by `tool_calls`. The name and arguments of + a function that should be called, as generated by the model. + properties: + arguments: + type: string + description: + The arguments to call the function with, as generated by the model + in JSON format. Note that the model does not always generate + valid JSON, and may hallucinate parameters not defined by your + function schema. Validate the arguments in your code before + calling your function. + name: + type: string + description: The name of the function to call. + tool_calls: + type: array + items: + $ref: "#/components/schemas/ChatCompletionMessageToolCallChunk" + role: + type: string + enum: + - developer + - system + - user + - assistant + - tool + description: The role of the author of this message. + refusal: + type: string + description: The refusal message generated by the model. + nullable: true + ChatCompletionTokenLogprob: + type: object + properties: + token: &a1 + description: The token. + type: string + logprob: &a2 + description: + The log probability of this token, if it is within the top 20 most + likely tokens. Otherwise, the value `-9999.0` is used to signify + that the token is very unlikely. + type: number + bytes: &a3 + description: + A list of integers representing the UTF-8 bytes representation of + the token. Useful in instances where characters are represented by + multiple tokens and their byte representations must be combined to + generate the correct text representation. Can be `null` if there is + no bytes representation for the token. + type: array + items: + type: integer + nullable: true + top_logprobs: + description: + List of the most likely tokens and their log probability, at this + token position. In rare cases, there may be fewer than the number of + requested `top_logprobs` returned. + type: array + items: + type: object + properties: + token: *a1 + logprob: *a2 + bytes: *a3 + required: + - token + - logprob + - bytes + required: + - token + - logprob + - bytes + - top_logprobs + ChatCompletionTool: + type: object + properties: + type: + type: string + enum: + - function + description: The type of the tool. Currently, only `function` is supported. + x-stainless-const: true + function: + $ref: "#/components/schemas/FunctionObject" + required: + - type + - function + ChatCompletionToolChoiceOption: + description: > + Controls which (if any) tool is called by the model. + + `none` means the model will not call any tool and instead generates a + message. + + `auto` means the model can pick between generating a message or calling + one or more tools. + + `required` means the model must call one or more tools. + + Specifying a particular tool via `{"type": "function", "function": + {"name": "my_function"}}` forces the model to call that tool. + + + `none` is the default when no tools are present. `auto` is the default + if tools are present. + oneOf: + - type: string + description: > + `none` means the model will not call any tool and instead generates + a message. `auto` means the model can pick between generating a + message or calling one or more tools. `required` means the model + must call one or more tools. + enum: + - none + - auto + - required + - $ref: "#/components/schemas/ChatCompletionNamedToolChoice" + x-oaiExpandable: true + ChunkingStrategyRequestParam: + type: object + description: + The chunking strategy used to chunk the file(s). If not set, will + use the `auto` strategy. + oneOf: + - $ref: "#/components/schemas/AutoChunkingStrategyRequestParam" + - $ref: "#/components/schemas/StaticChunkingStrategyRequestParam" + x-oaiExpandable: true + CompleteUploadRequest: + type: object + additionalProperties: false + properties: + part_ids: + type: array + description: | + The ordered list of Part IDs. + items: + type: string + md5: + description: > + The optional md5 checksum for the file contents to verify if the + bytes uploaded matches what you expect. + type: string + required: + - part_ids + CompletionUsage: + type: object + description: Usage statistics for the completion request. + properties: + completion_tokens: + type: integer + default: 0 + description: Number of tokens in the generated completion. + prompt_tokens: + type: integer + default: 0 + description: Number of tokens in the prompt. + total_tokens: + type: integer + default: 0 + description: Total number of tokens used in the request (prompt + completion). + completion_tokens_details: + type: object + description: Breakdown of tokens used in a completion. + properties: + accepted_prediction_tokens: + type: integer + default: 0 + description: | + When using Predicted Outputs, the number of tokens in the + prediction that appeared in the completion. + audio_tokens: + type: integer + default: 0 + description: Audio input tokens generated by the model. + reasoning_tokens: + type: integer + default: 0 + description: Tokens generated by the model for reasoning. + rejected_prediction_tokens: + type: integer + default: 0 + description: > + When using Predicted Outputs, the number of tokens in the + + prediction that did not appear in the completion. However, like + + reasoning tokens, these tokens are still counted in the total + + completion tokens for purposes of billing, output, and context + window + + limits. + prompt_tokens_details: + type: object + description: Breakdown of tokens used in the prompt. + properties: + audio_tokens: + type: integer + default: 0 + description: Audio input tokens present in the prompt. + cached_tokens: + type: integer + default: 0 + description: Cached tokens present in the prompt. + required: + - prompt_tokens + - completion_tokens + - total_tokens + CostsResult: + type: object + description: The aggregated costs details of the specific time bucket. + properties: + object: + type: string + enum: + - organization.costs.result + x-stainless-const: true + amount: + type: object + description: The monetary value in its associated currency. + properties: + value: + type: number + description: The numeric value of the cost. + currency: + type: string + description: Lowercase ISO-4217 currency e.g. "usd" + line_item: + type: string + nullable: true + description: + When `group_by=line_item`, this field provides the line item of the + grouped costs result. + project_id: + type: string + nullable: true + description: + When `group_by=project_id`, this field provides the project ID of + the grouped costs result. + required: + - object + x-oaiMeta: + name: Costs object + example: | + { + "object": "organization.costs.result", + "amount": { + "value": 0.06, + "currency": "usd" + }, + "line_item": "Image models", + "project_id": "proj_abc" + } + CreateAssistantRequest: + type: object + additionalProperties: false + properties: + model: + description: > + ID of the model to use. You can use the [List + models](/docs/api-reference/models/list) API to see all of your + available models, or see our [Model overview](/docs/models) for + descriptions of them. + example: gpt-4o + anyOf: + - type: string + - type: string + enum: + - gpt-4o + - gpt-4o-2024-11-20 + - gpt-4o-2024-08-06 + - gpt-4o-2024-05-13 + - gpt-4o-mini + - gpt-4o-mini-2024-07-18 + - gpt-4-turbo + - gpt-4-turbo-2024-04-09 + - gpt-4-0125-preview + - gpt-4-turbo-preview + - gpt-4-1106-preview + - gpt-4-vision-preview + - gpt-4 + - gpt-4-0314 + - gpt-4-0613 + - gpt-4-32k + - gpt-4-32k-0314 + - gpt-4-32k-0613 + - gpt-3.5-turbo + - gpt-3.5-turbo-16k + - gpt-3.5-turbo-0613 + - gpt-3.5-turbo-1106 + - gpt-3.5-turbo-0125 + - gpt-3.5-turbo-16k-0613 + x-oaiTypeLabel: string + name: + description: | + The name of the assistant. The maximum length is 256 characters. + type: string + nullable: true + maxLength: 256 + description: + description: > + The description of the assistant. The maximum length is 512 + characters. + type: string + nullable: true + maxLength: 512 + instructions: + description: > + The system instructions that the assistant uses. The maximum length + is 256,000 characters. + type: string + nullable: true + maxLength: 256000 + tools: + description: > + A list of tool enabled on the assistant. There can be a maximum of + 128 tools per assistant. Tools can be of types `code_interpreter`, + `file_search`, or `function`. + default: [] + type: array + maxItems: 128 + items: + oneOf: + - $ref: "#/components/schemas/AssistantToolsCode" + - $ref: "#/components/schemas/AssistantToolsFileSearch" + - $ref: "#/components/schemas/AssistantToolsFunction" + x-oaiExpandable: true + tool_resources: + type: object + description: > + A set of resources that are used by the assistant's tools. The + resources are specific to the type of tool. For example, the + `code_interpreter` tool requires a list of file IDs, while the + `file_search` tool requires a list of vector store IDs. + properties: + code_interpreter: + type: object + properties: + file_ids: + type: array + description: > + A list of [file](/docs/api-reference/files) IDs made + available to the `code_interpreter` tool. There can be a + maximum of 20 files associated with the tool. + default: [] + maxItems: 20 + items: + type: string + file_search: + type: object + properties: + vector_store_ids: + type: array + description: > + The [vector store](/docs/api-reference/vector-stores/object) + attached to this assistant. There can be a maximum of 1 + vector store attached to the assistant. + maxItems: 1 + items: + type: string + vector_stores: + type: array + description: > + A helper to create a [vector + store](/docs/api-reference/vector-stores/object) with + file_ids and attach it to this assistant. There can be a + maximum of 1 vector store attached to the assistant. + maxItems: 1 + items: + type: object + properties: + file_ids: + type: array + description: > + A list of [file](/docs/api-reference/files) IDs to add + to the vector store. There can be a maximum of 10000 + files in a vector store. + maxItems: 10000 + items: + type: string + chunking_strategy: + type: object + description: + The chunking strategy used to chunk the file(s). If not set, will + use the `auto` strategy. + oneOf: + - type: object + title: Auto Chunking Strategy + description: + The default strategy. This strategy currently uses a + `max_chunk_size_tokens` of `800` and + `chunk_overlap_tokens` of `400`. + additionalProperties: false + properties: + type: + type: string + description: Always `auto`. + enum: + - auto + x-stainless-const: true + required: + - type + - type: object + title: Static Chunking Strategy + additionalProperties: false + properties: + type: + type: string + description: Always `static`. + enum: + - static + x-stainless-const: true + static: + type: object + additionalProperties: false + properties: + max_chunk_size_tokens: + type: integer + minimum: 100 + maximum: 4096 + description: + The maximum number of tokens in each chunk. The default value is + `800`. The minimum value is `100` and the + maximum value is `4096`. + chunk_overlap_tokens: + type: integer + description: > + The number of tokens that overlap between + chunks. The default value is `400`. + + + Note that the overlap must not exceed half + of `max_chunk_size_tokens`. + required: + - max_chunk_size_tokens + - chunk_overlap_tokens + required: + - type + - static + x-oaiExpandable: true + metadata: + $ref: "#/components/schemas/Metadata" + oneOf: + - required: + - vector_store_ids + - required: + - vector_stores + nullable: true + metadata: + $ref: "#/components/schemas/Metadata" + temperature: + description: > + What sampling temperature to use, between 0 and 2. Higher values + like 0.8 will make the output more random, while lower values like + 0.2 will make it more focused and deterministic. + type: number + minimum: 0 + maximum: 2 + default: 1 + example: 1 + nullable: true + top_p: + type: number + minimum: 0 + maximum: 1 + default: 1 + example: 1 + nullable: true + description: > + An alternative to sampling with temperature, called nucleus + sampling, where the model considers the results of the tokens with + top_p probability mass. So 0.1 means only the tokens comprising the + top 10% probability mass are considered. + + + We generally recommend altering this or temperature but not both. + response_format: + allOf: + - $ref: "#/components/schemas/AssistantsApiResponseFormatOption" + - nullable: true + required: + - model + CreateChatCompletionFunctionResponse: + type: object + description: + Represents a chat completion response returned by model, based on + the provided input. + properties: + id: + type: string + description: A unique identifier for the chat completion. + choices: + type: array + description: + A list of chat completion choices. Can be more than one if `n` is + greater than 1. + items: + type: object + required: + - finish_reason + - index + - message + properties: + finish_reason: + type: string + description: > + The reason the model stopped generating tokens. This will be + `stop` if the model hit a natural stop point or a provided + stop sequence, `length` if the maximum number of tokens + specified in the request was reached, `content_filter` if + content was omitted due to a flag from our content filters, or + `function_call` if the model called a function. + enum: + - stop + - length + - function_call + - content_filter + index: + type: integer + description: The index of the choice in the list of choices. + message: + $ref: "#/components/schemas/ChatCompletionResponseMessage" + created: + type: integer + description: + The Unix timestamp (in seconds) of when the chat completion was + created. + model: + type: string + description: The model used for the chat completion. + system_fingerprint: + type: string + description: > + This fingerprint represents the backend configuration that the model + runs with. + + + Can be used in conjunction with the `seed` request parameter to + understand when backend changes have been made that might impact + determinism. + object: + type: string + description: The object type, which is always `chat.completion`. + enum: + - chat.completion + x-stainless-const: true + usage: + $ref: "#/components/schemas/CompletionUsage" + required: + - choices + - created + - id + - model + - object + x-oaiMeta: + name: The chat completion object + group: chat + example: | + { + "id": "chatcmpl-abc123", + "object": "chat.completion", + "created": 1699896916, + "model": "gpt-4o-mini", + "choices": [ + { + "index": 0, + "message": { + "role": "assistant", + "content": null, + "tool_calls": [ + { + "id": "call_abc123", + "type": "function", + "function": { + "name": "get_current_weather", + "arguments": "{\n\"location\": \"Boston, MA\"\n}" + } + } + ] + }, + "logprobs": null, + "finish_reason": "tool_calls" + } + ], + "usage": { + "prompt_tokens": 82, + "completion_tokens": 17, + "total_tokens": 99, + "completion_tokens_details": { + "reasoning_tokens": 0, + "accepted_prediction_tokens": 0, + "rejected_prediction_tokens": 0 + } + } + } + CreateChatCompletionImageResponse: + type: object + description: + Represents a streamed chunk of a chat completion response returned + by model, based on the provided input. + x-oaiMeta: + name: The chat completion chunk object + group: chat + example: > + { + "id": "chatcmpl-123", + "object": "chat.completion", + "created": 1677652288, + "model": "gpt-4o-mini", + "system_fingerprint": "fp_44709d6fcb", + "choices": [{ + "index": 0, + "message": { + "role": "assistant", + "content": "\n\nThis image shows a wooden boardwalk extending through a lush green marshland.", + }, + "logprobs": null, + "finish_reason": "stop" + }], + "usage": { + "prompt_tokens": 9, + "completion_tokens": 12, + "total_tokens": 21, + "completion_tokens_details": { + "reasoning_tokens": 0, + "accepted_prediction_tokens": 0, + "rejected_prediction_tokens": 0 + } + } + } + CreateChatCompletionRequest: + type: object + properties: + messages: + description: > + A list of messages comprising the conversation so far. Depending on + the + + [model](/docs/models) you use, different message types (modalities) + are + + supported, like [text](/docs/guides/text-generation), + + [images](/docs/guides/vision), and [audio](/docs/guides/audio). + type: array + minItems: 1 + items: + $ref: "#/components/schemas/ChatCompletionRequestMessage" + model: + description: ID of the model to use. See the [model endpoint + compatibility](/docs/models#model-endpoint-compatibility) table for + details on which models work with the Chat API. + example: gpt-4o + anyOf: + - type: string + - type: string + enum: + - o3-mini + - o3-mini-2025-01-31 + - o1 + - o1-2024-12-17 + - o1-preview + - o1-preview-2024-09-12 + - o1-mini + - o1-mini-2024-09-12 + - gpt-4o + - gpt-4o-2024-11-20 + - gpt-4o-2024-08-06 + - gpt-4o-2024-05-13 + - gpt-4o-audio-preview + - gpt-4o-audio-preview-2024-10-01 + - gpt-4o-audio-preview-2024-12-17 + - gpt-4o-mini-audio-preview + - gpt-4o-mini-audio-preview-2024-12-17 + - chatgpt-4o-latest + - gpt-4o-mini + - gpt-4o-mini-2024-07-18 + - gpt-4-turbo + - gpt-4-turbo-2024-04-09 + - gpt-4-0125-preview + - gpt-4-turbo-preview + - gpt-4-1106-preview + - gpt-4-vision-preview + - gpt-4 + - gpt-4-0314 + - gpt-4-0613 + - gpt-4-32k + - gpt-4-32k-0314 + - gpt-4-32k-0613 + - gpt-3.5-turbo + - gpt-3.5-turbo-16k + - gpt-3.5-turbo-0301 + - gpt-3.5-turbo-0613 + - gpt-3.5-turbo-1106 + - gpt-3.5-turbo-0125 + - gpt-3.5-turbo-16k-0613 + x-oaiTypeLabel: string + store: + type: boolean + default: false + nullable: true + description: > + Whether or not to store the output of this chat completion request + for + + use in our [model distillation](/docs/guides/distillation) or + + [evals](/docs/guides/evals) products. + reasoning_effort: + type: string + enum: + - low + - medium + - high + default: medium + description: > + **o1 models only** + + + Constrains effort on reasoning for + + [reasoning + models](https://platform.openai.com/docs/guides/reasoning). + + Currently supported values are `low`, `medium`, and `high`. Reducing + + reasoning effort can result in faster responses and fewer tokens + used + + on reasoning in a response. + metadata: + $ref: "#/components/schemas/Metadata" + frequency_penalty: + type: number + default: 0 + minimum: -2 + maximum: 2 + nullable: true + description: > + Number between -2.0 and 2.0. Positive values penalize new tokens + based on + + their existing frequency in the text so far, decreasing the model's + + likelihood to repeat the same line verbatim. + logit_bias: + type: object + x-oaiTypeLabel: map + default: null + nullable: true + additionalProperties: + type: integer + description: > + Modify the likelihood of specified tokens appearing in the + completion. + + + Accepts a JSON object that maps tokens (specified by their token ID + in the + + tokenizer) to an associated bias value from -100 to 100. + Mathematically, + + the bias is added to the logits generated by the model prior to + sampling. + + The exact effect will vary per model, but values between -1 and 1 + should + + decrease or increase likelihood of selection; values like -100 or + 100 + + should result in a ban or exclusive selection of the relevant token. + logprobs: + description: > + Whether to return log probabilities of the output tokens or not. If + true, + + returns the log probabilities of each output token returned in the + + `content` of `message`. + type: boolean + default: false + nullable: true + top_logprobs: + description: > + An integer between 0 and 20 specifying the number of most likely + tokens to + + return at each token position, each with an associated log + probability. + + `logprobs` must be set to `true` if this parameter is used. + type: integer + minimum: 0 + maximum: 20 + nullable: true + max_tokens: + description: > + The maximum number of [tokens](/tokenizer) that can be generated in + the + + chat completion. This value can be used to control + + [costs](https://openai.com/api/pricing/) for text generated via API. + + + This value is now deprecated in favor of `max_completion_tokens`, + and is + + not compatible with [o1 series models](/docs/guides/reasoning). + type: integer + nullable: true + deprecated: true + max_completion_tokens: + description: > + An upper bound for the number of tokens that can be generated for a + completion, including visible output tokens and [reasoning + tokens](/docs/guides/reasoning). + type: integer + nullable: true + n: + type: integer + minimum: 1 + maximum: 128 + default: 1 + example: 1 + nullable: true + description: + How many chat completion choices to generate for each input + message. Note that you will be charged based on the number of + generated tokens across all of the choices. Keep `n` as `1` to + minimize costs. + modalities: + $ref: "#/components/schemas/ChatCompletionModalities" + prediction: + nullable: true + x-oaiExpandable: true + description: > + Configuration for a [Predicted + Output](/docs/guides/predicted-outputs), + + which can greatly improve response times when large parts of the + model + + response are known ahead of time. This is most common when you are + + regenerating a file with only minor changes to most of the content. + oneOf: + - $ref: "#/components/schemas/PredictionContent" + audio: + type: object + nullable: true + description: > + Parameters for audio output. Required when audio output is requested + with + + `modalities: ["audio"]`. [Learn more](/docs/guides/audio). + required: + - voice + - format + x-oaiExpandable: true + properties: + voice: + type: string + enum: + - alloy + - ash + - ballad + - coral + - echo + - sage + - shimmer + - verse + description: > + The voice the model uses to respond. Supported voices are `ash`, + `ballad`, `coral`, `sage`, and `verse` (also supported but not + recommended are `alloy`, `echo`, and `shimmer`; these voices are + less expressive). + format: + type: string + enum: + - wav + - mp3 + - flac + - opus + - pcm16 + description: > + Specifies the output audio format. Must be one of `wav`, `mp3`, + `flac`, + + `opus`, or `pcm16`. + presence_penalty: + type: number + default: 0 + minimum: -2 + maximum: 2 + nullable: true + description: > + Number between -2.0 and 2.0. Positive values penalize new tokens + based on + + whether they appear in the text so far, increasing the model's + likelihood + + to talk about new topics. + response_format: + description: > + An object specifying the format that the model must output. + + + Setting to `{ "type": "json_schema", "json_schema": {...} }` enables + + Structured Outputs which ensures the model will match your supplied + JSON + + schema. Learn more in the [Structured Outputs + + guide](/docs/guides/structured-outputs). + + + Setting to `{ "type": "json_object" }` enables JSON mode, which + ensures + + the message the model generates is valid JSON. + + + **Important:** when using JSON mode, you **must** also instruct the + model + + to produce JSON yourself via a system or user message. Without this, + the + + model may generate an unending stream of whitespace until the + generation + + reaches the token limit, resulting in a long-running and seemingly + "stuck" + + request. Also note that the message content may be partially cut off + if + + `finish_reason="length"`, which indicates the generation exceeded + + `max_tokens` or the conversation exceeded the max context length. + oneOf: + - $ref: "#/components/schemas/ResponseFormatText" + - $ref: "#/components/schemas/ResponseFormatJsonObject" + - $ref: "#/components/schemas/ResponseFormatJsonSchema" + x-oaiExpandable: true + seed: + type: integer + format: int64 + nullable: true + description: > + This feature is in Beta. + + If specified, our system will make a best effort to sample + deterministically, such that repeated requests with the same `seed` + and parameters should return the same result. + + Determinism is not guaranteed, and you should refer to the + `system_fingerprint` response parameter to monitor changes in the + backend. + x-oaiMeta: + beta: true + service_tier: + description: > + Specifies the latency tier to use for processing the request. This + parameter is relevant for customers subscribed to the scale tier + service: + - If set to 'auto', and the Project is Scale tier enabled, the system will utilize scale tier credits until they are exhausted. + - If set to 'auto', and the Project is not Scale tier enabled, the request will be processed using the default service tier with a lower uptime SLA and no latency guarantee. + - If set to 'default', the request will be processed using the default service tier with a lower uptime SLA and no latency guarantee. + - When not set, the default behavior is 'auto'. + type: string + enum: + - auto + - default + nullable: true + default: auto + stop: + description: | + Up to 4 sequences where the API will stop generating further tokens. + default: null + oneOf: + - type: string + nullable: true + - type: array + minItems: 1 + maxItems: 4 + items: + type: string + stream: + description: > + If set, partial message deltas will be sent, like in ChatGPT. Tokens + will be sent as data-only [server-sent + events](https://developer.mozilla.org/en-US/docs/Web/API/Server-sent_events/Using_server-sent_events#Event_stream_format) + as they become available, with the stream terminated by a `data: + [DONE]` message. [Example Python + code](https://cookbook.openai.com/examples/how_to_stream_completions). + type: boolean + nullable: true + default: false + stream_options: + $ref: "#/components/schemas/ChatCompletionStreamOptions" + temperature: + type: number + minimum: 0 + maximum: 2 + default: 1 + example: 1 + nullable: true + description: > + What sampling temperature to use, between 0 and 2. Higher values + like 0.8 will make the output more random, while lower values like + 0.2 will make it more focused and deterministic. + + We generally recommend altering this or `top_p` but not both. + top_p: + type: number + minimum: 0 + maximum: 1 + default: 1 + example: 1 + nullable: true + description: > + An alternative to sampling with temperature, called nucleus + sampling, + + where the model considers the results of the tokens with top_p + probability + + mass. So 0.1 means only the tokens comprising the top 10% + probability mass + + are considered. + + + We generally recommend altering this or `temperature` but not both. + tools: + type: array + description: > + A list of tools the model may call. Currently, only functions are + supported as a tool. Use this to provide a list of functions the + model may generate JSON inputs for. A max of 128 functions are + supported. + items: + $ref: "#/components/schemas/ChatCompletionTool" + tool_choice: + $ref: "#/components/schemas/ChatCompletionToolChoiceOption" + parallel_tool_calls: + $ref: "#/components/schemas/ParallelToolCalls" + user: + type: string + example: user-1234 + description: > + A unique identifier representing your end-user, which can help + OpenAI to monitor and detect abuse. [Learn + more](/docs/guides/safety-best-practices#end-user-ids). + function_call: + deprecated: true + description: > + Deprecated in favor of `tool_choice`. + + + Controls which (if any) function is called by the model. + + + `none` means the model will not call a function and instead + generates a + + message. + + + `auto` means the model can pick between generating a message or + calling a + + function. + + + Specifying a particular function via `{"name": "my_function"}` + forces the + + model to call that function. + + + `none` is the default when no functions are present. `auto` is the + default + + if functions are present. + oneOf: + - type: string + description: > + `none` means the model will not call a function and instead + generates a message. `auto` means the model can pick between + generating a message or calling a function. + enum: + - none + - auto + - $ref: "#/components/schemas/ChatCompletionFunctionCallOption" + x-oaiExpandable: true + functions: + deprecated: true + description: | + Deprecated in favor of `tools`. + + A list of functions the model may generate JSON inputs for. + type: array + minItems: 1 + maxItems: 128 + items: + $ref: "#/components/schemas/ChatCompletionFunctions" + required: + - model + - messages + CreateChatCompletionResponse: + type: object + description: + Represents a chat completion response returned by model, based on + the provided input. + properties: + id: + type: string + description: A unique identifier for the chat completion. + choices: + type: array + description: + A list of chat completion choices. Can be more than one if `n` is + greater than 1. + items: + type: object + required: + - finish_reason + - index + - message + - logprobs + properties: + finish_reason: + type: string + description: > + The reason the model stopped generating tokens. This will be + `stop` if the model hit a natural stop point or a provided + stop sequence, + + `length` if the maximum number of tokens specified in the + request was reached, + + `content_filter` if content was omitted due to a flag from our + content filters, + + `tool_calls` if the model called a tool, or `function_call` + (deprecated) if the model called a function. + enum: + - stop + - length + - tool_calls + - content_filter + - function_call + index: + type: integer + description: The index of the choice in the list of choices. + message: + $ref: "#/components/schemas/ChatCompletionResponseMessage" + logprobs: + description: Log probability information for the choice. + type: object + nullable: true + properties: + content: + description: A list of message content tokens with log probability information. + type: array + items: + $ref: "#/components/schemas/ChatCompletionTokenLogprob" + nullable: true + refusal: + description: A list of message refusal tokens with log probability information. + type: array + items: + $ref: "#/components/schemas/ChatCompletionTokenLogprob" + nullable: true + required: + - content + - refusal + created: + type: integer + description: + The Unix timestamp (in seconds) of when the chat completion was + created. + model: + type: string + description: The model used for the chat completion. + service_tier: + description: The service tier used for processing the request. + type: string + enum: + - scale + - default + example: scale + nullable: true + system_fingerprint: + type: string + description: > + This fingerprint represents the backend configuration that the model + runs with. + + + Can be used in conjunction with the `seed` request parameter to + understand when backend changes have been made that might impact + determinism. + object: + type: string + description: The object type, which is always `chat.completion`. + enum: + - chat.completion + x-stainless-const: true + usage: + $ref: "#/components/schemas/CompletionUsage" + required: + - choices + - created + - id + - model + - object + x-oaiMeta: + name: The chat completion object + group: chat + example: | + { + "id": "chatcmpl-123456", + "object": "chat.completion", + "created": 1728933352, + "model": "gpt-4o-2024-08-06", + "choices": [ + { + "index": 0, + "message": { + "role": "assistant", + "content": "Hi there! How can I assist you today?", + "refusal": null + }, + "logprobs": null, + "finish_reason": "stop" + } + ], + "usage": { + "prompt_tokens": 19, + "completion_tokens": 10, + "total_tokens": 29, + "prompt_tokens_details": { + "cached_tokens": 0 + }, + "completion_tokens_details": { + "reasoning_tokens": 0, + "accepted_prediction_tokens": 0, + "rejected_prediction_tokens": 0 + } + }, + "system_fingerprint": "fp_6b68a8204b" + } + CreateChatCompletionStreamResponse: + type: object + description: + Represents a streamed chunk of a chat completion response returned + by model, based on the provided input. + properties: + id: + type: string + description: + A unique identifier for the chat completion. Each chunk has the + same ID. + choices: + type: array + description: > + A list of chat completion choices. Can contain more than one + elements if `n` is greater than 1. Can also be empty for the + + last chunk if you set `stream_options: {"include_usage": true}`. + items: + type: object + required: + - delta + - finish_reason + - index + properties: + delta: + $ref: "#/components/schemas/ChatCompletionStreamResponseDelta" + logprobs: + description: Log probability information for the choice. + type: object + nullable: true + properties: + content: + description: A list of message content tokens with log probability information. + type: array + items: + $ref: "#/components/schemas/ChatCompletionTokenLogprob" + nullable: true + refusal: + description: A list of message refusal tokens with log probability information. + type: array + items: + $ref: "#/components/schemas/ChatCompletionTokenLogprob" + nullable: true + required: + - content + - refusal + finish_reason: + type: string + description: > + The reason the model stopped generating tokens. This will be + `stop` if the model hit a natural stop point or a provided + stop sequence, + + `length` if the maximum number of tokens specified in the + request was reached, + + `content_filter` if content was omitted due to a flag from our + content filters, + + `tool_calls` if the model called a tool, or `function_call` + (deprecated) if the model called a function. + enum: + - stop + - length + - tool_calls + - content_filter + - function_call + nullable: true + index: + type: integer + description: The index of the choice in the list of choices. + created: + type: integer + description: + The Unix timestamp (in seconds) of when the chat completion was + created. Each chunk has the same timestamp. + model: + type: string + description: The model to generate the completion. + service_tier: + description: The service tier used for processing the request. + type: string + enum: + - scale + - default + example: scale + nullable: true + system_fingerprint: + type: string + description: > + This fingerprint represents the backend configuration that the model + runs with. + + Can be used in conjunction with the `seed` request parameter to + understand when backend changes have been made that might impact + determinism. + object: + type: string + description: The object type, which is always `chat.completion.chunk`. + enum: + - chat.completion.chunk + x-stainless-const: true + usage: + type: object + nullable: true + description: > + An optional field that will only be present when you set + `stream_options: {"include_usage": true}` in your request. + + When present, it contains a null value except for the last chunk + which contains the token usage statistics for the entire request. + properties: + completion_tokens: + type: integer + description: Number of tokens in the generated completion. + prompt_tokens: + type: integer + description: Number of tokens in the prompt. + total_tokens: + type: integer + description: Total number of tokens used in the request (prompt + completion). + required: + - prompt_tokens + - completion_tokens + - total_tokens + required: + - choices + - created + - id + - model + - object + x-oaiMeta: + name: The chat completion chunk object + group: chat + example: > + {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini", + "system_fingerprint": "fp_44709d6fcb", + "choices":[{"index":0,"delta":{"role":"assistant","content":""},"logprobs":null,"finish_reason":null}]} + + + {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini", + "system_fingerprint": "fp_44709d6fcb", + "choices":[{"index":0,"delta":{"content":"Hello"},"logprobs":null,"finish_reason":null}]} + + + .... + + + {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini", + "system_fingerprint": "fp_44709d6fcb", + "choices":[{"index":0,"delta":{},"logprobs":null,"finish_reason":"stop"}]} + CreateCompletionRequest: + type: object + properties: + model: + description: > + ID of the model to use. You can use the [List + models](/docs/api-reference/models/list) API to see all of your + available models, or see our [Model overview](/docs/models) for + descriptions of them. + anyOf: + - type: string + - type: string + enum: + - gpt-3.5-turbo-instruct + - davinci-002 + - babbage-002 + x-oaiTypeLabel: string + prompt: + description: > + The prompt(s) to generate completions for, encoded as a string, + array of strings, array of tokens, or array of token arrays. + + + Note that <|endoftext|> is the document separator that the model + sees during training, so if a prompt is not specified the model will + generate as if from the beginning of a new document. + default: <|endoftext|> + nullable: true + oneOf: + - type: string + default: "" + example: This is a test. + - type: array + items: + type: string + default: "" + example: This is a test. + - type: array + minItems: 1 + items: + type: integer + example: "[1212, 318, 257, 1332, 13]" + - type: array + minItems: 1 + items: + type: array + minItems: 1 + items: + type: integer + example: "[[1212, 318, 257, 1332, 13]]" + best_of: + type: integer + default: 1 + minimum: 0 + maximum: 20 + nullable: true + description: > + Generates `best_of` completions server-side and returns the "best" + (the one with the highest log probability per token). Results cannot + be streamed. + + + When used with `n`, `best_of` controls the number of candidate + completions and `n` specifies how many to return – `best_of` must be + greater than `n`. + + + **Note:** Because this parameter generates many completions, it can + quickly consume your token quota. Use carefully and ensure that you + have reasonable settings for `max_tokens` and `stop`. + echo: + type: boolean + default: false + nullable: true + description: | + Echo back the prompt in addition to the completion + frequency_penalty: + type: number + default: 0 + minimum: -2 + maximum: 2 + nullable: true + description: > + Number between -2.0 and 2.0. Positive values penalize new tokens + based on their existing frequency in the text so far, decreasing the + model's likelihood to repeat the same line verbatim. + + + [See more information about frequency and presence + penalties.](/docs/guides/text-generation) + logit_bias: + type: object + x-oaiTypeLabel: map + default: null + nullable: true + additionalProperties: + type: integer + description: > + Modify the likelihood of specified tokens appearing in the + completion. + + + Accepts a JSON object that maps tokens (specified by their token ID + in the GPT tokenizer) to an associated bias value from -100 to 100. + You can use this [tokenizer tool](/tokenizer?view=bpe) to convert + text to token IDs. Mathematically, the bias is added to the logits + generated by the model prior to sampling. The exact effect will vary + per model, but values between -1 and 1 should decrease or increase + likelihood of selection; values like -100 or 100 should result in a + ban or exclusive selection of the relevant token. + + + As an example, you can pass `{"50256": -100}` to prevent the + <|endoftext|> token from being generated. + logprobs: + type: integer + minimum: 0 + maximum: 5 + default: null + nullable: true + description: > + Include the log probabilities on the `logprobs` most likely output + tokens, as well the chosen tokens. For example, if `logprobs` is 5, + the API will return a list of the 5 most likely tokens. The API will + always return the `logprob` of the sampled token, so there may be up + to `logprobs+1` elements in the response. + + + The maximum value for `logprobs` is 5. + max_tokens: + type: integer + minimum: 0 + default: 16 + example: 16 + nullable: true + description: > + The maximum number of [tokens](/tokenizer) that can be generated in + the completion. + + + The token count of your prompt plus `max_tokens` cannot exceed the + model's context length. [Example Python + code](https://cookbook.openai.com/examples/how_to_count_tokens_with_tiktoken) + for counting tokens. + n: + type: integer + minimum: 1 + maximum: 128 + default: 1 + example: 1 + nullable: true + description: > + How many completions to generate for each prompt. + + + **Note:** Because this parameter generates many completions, it can + quickly consume your token quota. Use carefully and ensure that you + have reasonable settings for `max_tokens` and `stop`. + presence_penalty: + type: number + default: 0 + minimum: -2 + maximum: 2 + nullable: true + description: > + Number between -2.0 and 2.0. Positive values penalize new tokens + based on whether they appear in the text so far, increasing the + model's likelihood to talk about new topics. + + + [See more information about frequency and presence + penalties.](/docs/guides/text-generation) + seed: + type: integer + format: int64 + nullable: true + description: > + If specified, our system will make a best effort to sample + deterministically, such that repeated requests with the same `seed` + and parameters should return the same result. + + + Determinism is not guaranteed, and you should refer to the + `system_fingerprint` response parameter to monitor changes in the + backend. + stop: + description: > + Up to 4 sequences where the API will stop generating further tokens. + The returned text will not contain the stop sequence. + default: null + nullable: true + oneOf: + - type: string + default: <|endoftext|> + example: "\n" + nullable: true + - type: array + minItems: 1 + maxItems: 4 + items: + type: string + example: '["\n"]' + stream: + description: > + Whether to stream back partial progress. If set, tokens will be sent + as data-only [server-sent + events](https://developer.mozilla.org/en-US/docs/Web/API/Server-sent_events/Using_server-sent_events#Event_stream_format) + as they become available, with the stream terminated by a `data: + [DONE]` message. [Example Python + code](https://cookbook.openai.com/examples/how_to_stream_completions). + type: boolean + nullable: true + default: false + stream_options: + $ref: "#/components/schemas/ChatCompletionStreamOptions" + suffix: + description: | + The suffix that comes after a completion of inserted text. + + This parameter is only supported for `gpt-3.5-turbo-instruct`. + default: null + nullable: true + type: string + example: test. + temperature: + type: number + minimum: 0 + maximum: 2 + default: 1 + example: 1 + nullable: true + description: > + What sampling temperature to use, between 0 and 2. Higher values + like 0.8 will make the output more random, while lower values like + 0.2 will make it more focused and deterministic. + + + We generally recommend altering this or `top_p` but not both. + top_p: + type: number + minimum: 0 + maximum: 1 + default: 1 + example: 1 + nullable: true + description: > + An alternative to sampling with temperature, called nucleus + sampling, where the model considers the results of the tokens with + top_p probability mass. So 0.1 means only the tokens comprising the + top 10% probability mass are considered. + + + We generally recommend altering this or `temperature` but not both. + user: + type: string + example: user-1234 + description: > + A unique identifier representing your end-user, which can help + OpenAI to monitor and detect abuse. [Learn + more](/docs/guides/safety-best-practices#end-user-ids). + required: + - model + - prompt + CreateCompletionResponse: + type: object + description: > + Represents a completion response from the API. Note: both the streamed + and non-streamed response objects share the same shape (unlike the chat + endpoint). + properties: + id: + type: string + description: A unique identifier for the completion. + choices: + type: array + description: + The list of completion choices the model generated for the input + prompt. + items: + type: object + required: + - finish_reason + - index + - logprobs + - text + properties: + finish_reason: + type: string + description: > + The reason the model stopped generating tokens. This will be + `stop` if the model hit a natural stop point or a provided + stop sequence, + + `length` if the maximum number of tokens specified in the + request was reached, + + or `content_filter` if content was omitted due to a flag from + our content filters. + enum: + - stop + - length + - content_filter + index: + type: integer + logprobs: + type: object + nullable: true + properties: + text_offset: + type: array + items: + type: integer + token_logprobs: + type: array + items: + type: number + tokens: + type: array + items: + type: string + top_logprobs: + type: array + items: + type: object + additionalProperties: + type: number + text: + type: string + created: + type: integer + description: The Unix timestamp (in seconds) of when the completion was created. + model: + type: string + description: The model used for completion. + system_fingerprint: + type: string + description: > + This fingerprint represents the backend configuration that the model + runs with. + + + Can be used in conjunction with the `seed` request parameter to + understand when backend changes have been made that might impact + determinism. + object: + type: string + description: The object type, which is always "text_completion" + enum: + - text_completion + x-stainless-const: true + usage: + $ref: "#/components/schemas/CompletionUsage" + required: + - id + - object + - created + - model + - choices + x-oaiMeta: + name: The completion object + legacy: true + example: | + { + "id": "cmpl-uqkvlQyYK7bGYrRHQ0eXlWi7", + "object": "text_completion", + "created": 1589478378, + "model": "gpt-4-turbo", + "choices": [ + { + "text": "\n\nThis is indeed a test", + "index": 0, + "logprobs": null, + "finish_reason": "length" + } + ], + "usage": { + "prompt_tokens": 5, + "completion_tokens": 7, + "total_tokens": 12 + } + } + CreateEmbeddingRequest: + type: object + additionalProperties: false + properties: + input: + description: > + Input text to embed, encoded as a string or array of tokens. To + embed multiple inputs in a single request, pass an array of strings + or array of token arrays. The input must not exceed the max input + tokens for the model (8192 tokens for `text-embedding-ada-002`), + cannot be an empty string, and any array must be 2048 dimensions or + less. [Example Python + code](https://cookbook.openai.com/examples/how_to_count_tokens_with_tiktoken) + for counting tokens. Some models may also impose a limit on total + number of tokens summed across inputs. + example: The quick brown fox jumped over the lazy dog + oneOf: + - type: string + title: string + description: The string that will be turned into an embedding. + default: "" + example: This is a test. + - type: array + title: array + description: The array of strings that will be turned into an embedding. + minItems: 1 + maxItems: 2048 + items: + type: string + default: "" + example: "['This is a test.']" + - type: array + title: array + description: The array of integers that will be turned into an embedding. + minItems: 1 + maxItems: 2048 + items: + type: integer + example: "[1212, 318, 257, 1332, 13]" + - type: array + title: array + description: + The array of arrays containing integers that will be turned into an + embedding. + minItems: 1 + maxItems: 2048 + items: + type: array + minItems: 1 + items: + type: integer + example: "[[1212, 318, 257, 1332, 13]]" + x-oaiExpandable: true + model: + description: > + ID of the model to use. You can use the [List + models](/docs/api-reference/models/list) API to see all of your + available models, or see our [Model overview](/docs/models) for + descriptions of them. + example: text-embedding-3-small + anyOf: + - type: string + - type: string + enum: + - text-embedding-ada-002 + - text-embedding-3-small + - text-embedding-3-large + x-oaiTypeLabel: string + encoding_format: + description: + The format to return the embeddings in. Can be either `float` or + [`base64`](https://pypi.org/project/pybase64/). + example: float + default: float + type: string + enum: + - float + - base64 + dimensions: + description: > + The number of dimensions the resulting output embeddings should + have. Only supported in `text-embedding-3` and later models. + type: integer + minimum: 1 + user: + type: string + example: user-1234 + description: > + A unique identifier representing your end-user, which can help + OpenAI to monitor and detect abuse. [Learn + more](/docs/guides/safety-best-practices#end-user-ids). + required: + - model + - input + CreateEmbeddingResponse: + type: object + properties: + data: + type: array + description: The list of embeddings generated by the model. + items: + $ref: "#/components/schemas/Embedding" + model: + type: string + description: The name of the model used to generate the embedding. + object: + type: string + description: The object type, which is always "list". + enum: + - list + x-stainless-const: true + usage: + type: object + description: The usage information for the request. + properties: + prompt_tokens: + type: integer + description: The number of tokens used by the prompt. + total_tokens: + type: integer + description: The total number of tokens used by the request. + required: + - prompt_tokens + - total_tokens + required: + - object + - model + - data + - usage + CreateFileRequest: + type: object + additionalProperties: false + properties: + file: + description: | + The File object (not file name) to be uploaded. + type: string + format: binary + purpose: + description: > + The intended purpose of the uploaded file. + + + Use "assistants" for [Assistants](/docs/api-reference/assistants) + and [Message](/docs/api-reference/messages) files, "vision" for + Assistants image file inputs, "batch" for [Batch + API](/docs/guides/batch), and "fine-tune" for + [Fine-tuning](/docs/api-reference/fine-tuning). + type: string + enum: + - assistants + - batch + - fine-tune + - vision + required: + - file + - purpose + CreateFineTuningJobRequest: + type: object + properties: + model: + description: > + The name of the model to fine-tune. You can select one of the + + [supported + models](/docs/guides/fine-tuning#which-models-can-be-fine-tuned). + example: gpt-4o-mini + anyOf: + - type: string + - type: string + enum: + - babbage-002 + - davinci-002 + - gpt-3.5-turbo + - gpt-4o-mini + x-oaiTypeLabel: string + training_file: + description: > + The ID of an uploaded file that contains training data. + + + See [upload file](/docs/api-reference/files/create) for how to + upload a file. + + + Your dataset must be formatted as a JSONL file. Additionally, you + must upload your file with the purpose `fine-tune`. + + + The contents of the file should differ depending on if the model + uses the [chat](/docs/api-reference/fine-tuning/chat-input), + [completions](/docs/api-reference/fine-tuning/completions-input) + format, or if the fine-tuning method uses the + [preference](/docs/api-reference/fine-tuning/preference-input) + format. + + + See the [fine-tuning guide](/docs/guides/fine-tuning) for more + details. + type: string + example: file-abc123 + hyperparameters: + type: object + description: > + The hyperparameters used for the fine-tuning job. + + This value is now deprecated in favor of `method`, and should be + passed in under the `method` parameter. + properties: + batch_size: + description: > + Number of examples in each batch. A larger batch size means that + model parameters + + are updated less frequently, but with lower variance. + oneOf: + - type: string + enum: + - auto + x-stainless-const: true + - type: integer + minimum: 1 + maximum: 256 + default: auto + learning_rate_multiplier: + description: > + Scaling factor for the learning rate. A smaller learning rate + may be useful to avoid + + overfitting. + oneOf: + - type: string + enum: + - auto + x-stainless-const: true + - type: number + minimum: 0 + exclusiveMinimum: true + default: auto + n_epochs: + description: > + The number of epochs to train the model for. An epoch refers to + one full cycle + + through the training dataset. + oneOf: + - type: string + enum: + - auto + x-stainless-const: true + - type: integer + minimum: 1 + maximum: 50 + default: auto + deprecated: true + suffix: + description: > + A string of up to 64 characters that will be added to your + fine-tuned model name. + + + For example, a `suffix` of "custom-model-name" would produce a model + name like `ft:gpt-4o-mini:openai:custom-model-name:7p4lURel`. + type: string + minLength: 1 + maxLength: 64 + default: null + nullable: true + validation_file: + description: > + The ID of an uploaded file that contains validation data. + + + If you provide this file, the data is used to generate validation + + metrics periodically during fine-tuning. These metrics can be viewed + in + + the fine-tuning results file. + + The same data should not be present in both train and validation + files. + + + Your dataset must be formatted as a JSONL file. You must upload your + file with the purpose `fine-tune`. + + + See the [fine-tuning guide](/docs/guides/fine-tuning) for more + details. + type: string + nullable: true + example: file-abc123 + integrations: + type: array + description: A list of integrations to enable for your fine-tuning job. + nullable: true + items: + type: object + required: + - type + - wandb + properties: + type: + description: > + The type of integration to enable. Currently, only "wandb" + (Weights and Biases) is supported. + oneOf: + - type: string + enum: + - wandb + x-stainless-const: true + wandb: + type: object + description: > + The settings for your integration with Weights and Biases. + This payload specifies the project that + + metrics will be sent to. Optionally, you can set an explicit + display name for your run, add tags + + to your run, and set a default entity (team, username, etc) to + be associated with your run. + required: + - project + properties: + project: + description: > + The name of the project that the new run will be created + under. + type: string + example: my-wandb-project + name: + description: > + A display name to set for the run. If not set, we will use + the Job ID as the name. + nullable: true + type: string + entity: + description: > + The entity to use for the run. This allows you to set the + team or username of the WandB user that you would + + like associated with the run. If not set, the default + entity for the registered WandB API key is used. + nullable: true + type: string + tags: + description: > + A list of tags to be attached to the newly created run. + These tags are passed through directly to WandB. Some + + default tags are generated by OpenAI: "openai/finetune", + "openai/{base-model}", "openai/{ftjob-abcdef}". + type: array + items: + type: string + example: custom-tag + seed: + description: > + The seed controls the reproducibility of the job. Passing in the + same seed and job parameters should produce the same results, but + may differ in rare cases. + + If a seed is not specified, one will be generated for you. + type: integer + nullable: true + minimum: 0 + maximum: 2147483647 + example: 42 + method: + $ref: "#/components/schemas/FineTuneMethod" + required: + - model + - training_file + CreateImageEditRequest: + type: object + properties: + image: + description: + The image to edit. Must be a valid PNG file, less than 4MB, and + square. If mask is not provided, image must have transparency, which + will be used as the mask. + type: string + format: binary + prompt: + description: + A text description of the desired image(s). The maximum length is + 1000 characters. + type: string + example: A cute baby sea otter wearing a beret + mask: + description: + An additional image whose fully transparent areas (e.g. where alpha + is zero) indicate where `image` should be edited. Must be a valid + PNG file, less than 4MB, and have the same dimensions as `image`. + type: string + format: binary + model: + anyOf: + - type: string + - type: string + enum: + - dall-e-2 + x-stainless-const: true + x-oaiTypeLabel: string + default: dall-e-2 + example: dall-e-2 + nullable: true + description: + The model to use for image generation. Only `dall-e-2` is supported + at this time. + n: + type: integer + minimum: 1 + maximum: 10 + default: 1 + example: 1 + nullable: true + description: The number of images to generate. Must be between 1 and 10. + size: + type: string + enum: + - 256x256 + - 512x512 + - 1024x1024 + default: 1024x1024 + example: 1024x1024 + nullable: true + description: + The size of the generated images. Must be one of `256x256`, + `512x512`, or `1024x1024`. + response_format: + type: string + enum: + - url + - b64_json + default: url + example: url + nullable: true + description: + The format in which the generated images are returned. Must be one + of `url` or `b64_json`. URLs are only valid for 60 minutes after the + image has been generated. + user: + type: string + example: user-1234 + description: > + A unique identifier representing your end-user, which can help + OpenAI to monitor and detect abuse. [Learn + more](/docs/guides/safety-best-practices#end-user-ids). + required: + - prompt + - image + CreateImageRequest: + type: object + properties: + prompt: + description: + A text description of the desired image(s). The maximum length is + 1000 characters for `dall-e-2` and 4000 characters for `dall-e-3`. + type: string + example: A cute baby sea otter + model: + anyOf: + - type: string + - type: string + enum: + - dall-e-2 + - dall-e-3 + x-oaiTypeLabel: string + default: dall-e-2 + example: dall-e-3 + nullable: true + description: The model to use for image generation. + n: + type: integer + minimum: 1 + maximum: 10 + default: 1 + example: 1 + nullable: true + description: + The number of images to generate. Must be between 1 and 10. For + `dall-e-3`, only `n=1` is supported. + quality: + type: string + enum: + - standard + - hd + default: standard + example: standard + description: + The quality of the image that will be generated. `hd` creates + images with finer details and greater consistency across the image. + This param is only supported for `dall-e-3`. + response_format: + type: string + enum: + - url + - b64_json + default: url + example: url + nullable: true + description: + The format in which the generated images are returned. Must be one + of `url` or `b64_json`. URLs are only valid for 60 minutes after the + image has been generated. + size: + type: string + enum: + - 256x256 + - 512x512 + - 1024x1024 + - 1792x1024 + - 1024x1792 + default: 1024x1024 + example: 1024x1024 + nullable: true + description: + The size of the generated images. Must be one of `256x256`, + `512x512`, or `1024x1024` for `dall-e-2`. Must be one of + `1024x1024`, `1792x1024`, or `1024x1792` for `dall-e-3` models. + style: + type: string + enum: + - vivid + - natural + default: vivid + example: vivid + nullable: true + description: + The style of the generated images. Must be one of `vivid` or + `natural`. Vivid causes the model to lean towards generating + hyper-real and dramatic images. Natural causes the model to produce + more natural, less hyper-real looking images. This param is only + supported for `dall-e-3`. + user: + type: string + example: user-1234 + description: > + A unique identifier representing your end-user, which can help + OpenAI to monitor and detect abuse. [Learn + more](/docs/guides/safety-best-practices#end-user-ids). + required: + - prompt + CreateImageVariationRequest: + type: object + properties: + image: + description: + The image to use as the basis for the variation(s). Must be a valid + PNG file, less than 4MB, and square. + type: string + format: binary + model: + anyOf: + - type: string + - type: string + enum: + - dall-e-2 + x-stainless-const: true + x-oaiTypeLabel: string + default: dall-e-2 + example: dall-e-2 + nullable: true + description: + The model to use for image generation. Only `dall-e-2` is supported + at this time. + n: + type: integer + minimum: 1 + maximum: 10 + default: 1 + example: 1 + nullable: true + description: + The number of images to generate. Must be between 1 and 10. For + `dall-e-3`, only `n=1` is supported. + response_format: + type: string + enum: + - url + - b64_json + default: url + example: url + nullable: true + description: + The format in which the generated images are returned. Must be one + of `url` or `b64_json`. URLs are only valid for 60 minutes after the + image has been generated. + size: + type: string + enum: + - 256x256 + - 512x512 + - 1024x1024 + default: 1024x1024 + example: 1024x1024 + nullable: true + description: + The size of the generated images. Must be one of `256x256`, + `512x512`, or `1024x1024`. + user: + type: string + example: user-1234 + description: > + A unique identifier representing your end-user, which can help + OpenAI to monitor and detect abuse. [Learn + more](/docs/guides/safety-best-practices#end-user-ids). + required: + - image + CreateMessageRequest: + type: object + additionalProperties: false + required: + - role + - content + properties: + role: + type: string + enum: + - user + - assistant + description: > + The role of the entity that is creating the message. Allowed values + include: + + - `user`: Indicates the message is sent by an actual user and should + be used in most cases to represent user-generated messages. + + - `assistant`: Indicates the message is generated by the assistant. + Use this value to insert messages from the assistant into the + conversation. + content: + oneOf: + - type: string + description: The text contents of the message. + title: Text content + - type: array + description: + An array of content parts with a defined type, each can be of type + `text` or images can be passed with `image_url` or `image_file`. + Image types are only supported on [Vision-compatible + models](/docs/models). + title: Array of content parts + items: + oneOf: + - $ref: "#/components/schemas/MessageContentImageFileObject" + - $ref: "#/components/schemas/MessageContentImageUrlObject" + - $ref: "#/components/schemas/MessageRequestContentTextObject" + x-oaiExpandable: true + minItems: 1 + x-oaiExpandable: true + attachments: + type: array + items: + type: object + properties: + file_id: + type: string + description: The ID of the file to attach to the message. + tools: + description: The tools to add this file to. + type: array + items: + oneOf: + - $ref: "#/components/schemas/AssistantToolsCode" + - $ref: "#/components/schemas/AssistantToolsFileSearchTypeOnly" + x-oaiExpandable: true + description: + A list of files attached to the message, and the tools they should + be added to. + required: + - file_id + - tools + nullable: true + metadata: + $ref: "#/components/schemas/Metadata" + CreateModerationRequest: + type: object + properties: + input: + description: > + Input (or inputs) to classify. Can be a single string, an array of + strings, or + + an array of multi-modal input objects similar to other models. + oneOf: + - type: string + description: A string of text to classify for moderation. + default: "" + example: I want to kill them. + - type: array + description: An array of strings to classify for moderation. + items: + type: string + default: "" + example: I want to kill them. + - type: array + description: An array of multi-modal inputs to the moderation model. + items: + x-oaiExpandable: true + oneOf: + - type: object + description: An object describing an image to classify. + properties: + type: + description: Always `image_url`. + type: string + enum: + - image_url + x-stainless-const: true + image_url: + type: object + description: + Contains either an image URL or a data URL for a base64 encoded + image. + properties: + url: + type: string + description: Either a URL of the image or the base64 encoded image data. + format: uri + example: https://example.com/image.jpg + required: + - url + required: + - type + - image_url + - type: object + description: An object describing text to classify. + properties: + type: + description: Always `text`. + type: string + enum: + - text + x-stainless-const: true + text: + description: A string of text to classify. + type: string + example: I want to kill them + required: + - type + - text + x-oaiExpandable: true + model: + description: | + The content moderation model you would like to use. Learn more in + [the moderation guide](/docs/guides/moderation), and learn about + available models [here](/docs/models#moderation). + nullable: false + default: omni-moderation-latest + example: omni-moderation-2024-09-26 + anyOf: + - type: string + - type: string + enum: + - omni-moderation-latest + - omni-moderation-2024-09-26 + - text-moderation-latest + - text-moderation-stable + x-oaiTypeLabel: string + required: + - input + CreateModerationResponse: + type: object + description: Represents if a given text input is potentially harmful. + properties: + id: + type: string + description: The unique identifier for the moderation request. + model: + type: string + description: The model used to generate the moderation results. + results: + type: array + description: A list of moderation objects. + items: + type: object + properties: + flagged: + type: boolean + description: Whether any of the below categories are flagged. + categories: + type: object + description: A list of the categories, and whether they are flagged or not. + properties: + hate: + type: boolean + description: + Content that expresses, incites, or promotes hate based on race, + gender, ethnicity, religion, nationality, sexual + orientation, disability status, or caste. Hateful content + aimed at non-protected groups (e.g., chess players) is + harassment. + hate/threatening: + type: boolean + description: + Hateful content that also includes violence or serious harm towards + the targeted group based on race, gender, ethnicity, + religion, nationality, sexual orientation, disability + status, or caste. + harassment: + type: boolean + description: + Content that expresses, incites, or promotes harassing language + towards any target. + harassment/threatening: + type: boolean + description: + Harassment content that also includes violence or serious harm + towards any target. + illicit: + type: boolean + description: + Content that includes instructions or advice that facilitate the + planning or execution of wrongdoing, or that gives advice + or instruction on how to commit illicit acts. For example, + "how to shoplift" would fit this category. + illicit/violent: + type: boolean + description: + Content that includes instructions or advice that facilitate the + planning or execution of wrongdoing that also includes + violence, or that gives advice or instruction on the + procurement of any weapon. + self-harm: + type: boolean + description: + Content that promotes, encourages, or depicts acts of self-harm, + such as suicide, cutting, and eating disorders. + self-harm/intent: + type: boolean + description: + Content where the speaker expresses that they are engaging or + intend to engage in acts of self-harm, such as suicide, + cutting, and eating disorders. + self-harm/instructions: + type: boolean + description: + Content that encourages performing acts of self-harm, such as + suicide, cutting, and eating disorders, or that gives + instructions or advice on how to commit such acts. + sexual: + type: boolean + description: + Content meant to arouse sexual excitement, such as the description + of sexual activity, or that promotes sexual services + (excluding sex education and wellness). + sexual/minors: + type: boolean + description: + Sexual content that includes an individual who is under 18 years + old. + violence: + type: boolean + description: Content that depicts death, violence, or physical injury. + violence/graphic: + type: boolean + description: + Content that depicts death, violence, or physical injury in graphic + detail. + required: + - hate + - hate/threatening + - harassment + - harassment/threatening + - illicit + - illicit/violent + - self-harm + - self-harm/intent + - self-harm/instructions + - sexual + - sexual/minors + - violence + - violence/graphic + category_scores: + type: object + description: + A list of the categories along with their scores as predicted by + model. + properties: + hate: + type: number + description: The score for the category 'hate'. + hate/threatening: + type: number + description: The score for the category 'hate/threatening'. + harassment: + type: number + description: The score for the category 'harassment'. + harassment/threatening: + type: number + description: The score for the category 'harassment/threatening'. + illicit: + type: number + description: The score for the category 'illicit'. + illicit/violent: + type: number + description: The score for the category 'illicit/violent'. + self-harm: + type: number + description: The score for the category 'self-harm'. + self-harm/intent: + type: number + description: The score for the category 'self-harm/intent'. + self-harm/instructions: + type: number + description: The score for the category 'self-harm/instructions'. + sexual: + type: number + description: The score for the category 'sexual'. + sexual/minors: + type: number + description: The score for the category 'sexual/minors'. + violence: + type: number + description: The score for the category 'violence'. + violence/graphic: + type: number + description: The score for the category 'violence/graphic'. + required: + - hate + - hate/threatening + - harassment + - harassment/threatening + - illicit + - illicit/violent + - self-harm + - self-harm/intent + - self-harm/instructions + - sexual + - sexual/minors + - violence + - violence/graphic + category_applied_input_types: + type: object + description: + A list of the categories along with the input type(s) that the + score applies to. + properties: + hate: + type: array + description: The applied input type(s) for the category 'hate'. + items: + type: string + enum: + - text + x-stainless-const: true + hate/threatening: + type: array + description: The applied input type(s) for the category 'hate/threatening'. + items: + type: string + enum: + - text + x-stainless-const: true + harassment: + type: array + description: The applied input type(s) for the category 'harassment'. + items: + type: string + enum: + - text + x-stainless-const: true + harassment/threatening: + type: array + description: The applied input type(s) for the category + 'harassment/threatening'. + items: + type: string + enum: + - text + x-stainless-const: true + illicit: + type: array + description: The applied input type(s) for the category 'illicit'. + items: + type: string + enum: + - text + x-stainless-const: true + illicit/violent: + type: array + description: The applied input type(s) for the category 'illicit/violent'. + items: + type: string + enum: + - text + x-stainless-const: true + self-harm: + type: array + description: The applied input type(s) for the category 'self-harm'. + items: + type: string + enum: + - text + - image + self-harm/intent: + type: array + description: The applied input type(s) for the category 'self-harm/intent'. + items: + type: string + enum: + - text + - image + self-harm/instructions: + type: array + description: The applied input type(s) for the category + 'self-harm/instructions'. + items: + type: string + enum: + - text + - image + sexual: + type: array + description: The applied input type(s) for the category 'sexual'. + items: + type: string + enum: + - text + - image + sexual/minors: + type: array + description: The applied input type(s) for the category 'sexual/minors'. + items: + type: string + enum: + - text + x-stainless-const: true + violence: + type: array + description: The applied input type(s) for the category 'violence'. + items: + type: string + enum: + - text + - image + violence/graphic: + type: array + description: The applied input type(s) for the category 'violence/graphic'. + items: + type: string + enum: + - text + - image + required: + - hate + - hate/threatening + - harassment + - harassment/threatening + - illicit + - illicit/violent + - self-harm + - self-harm/intent + - self-harm/instructions + - sexual + - sexual/minors + - violence + - violence/graphic + required: + - flagged + - categories + - category_scores + - category_applied_input_types + required: + - id + - model + - results + x-oaiMeta: + name: The moderation object + example: | + { + "id": "modr-0d9740456c391e43c445bf0f010940c7", + "model": "omni-moderation-latest", + "results": [ + { + "flagged": true, + "categories": { + "harassment": true, + "harassment/threatening": true, + "sexual": false, + "hate": false, + "hate/threatening": false, + "illicit": false, + "illicit/violent": false, + "self-harm/intent": false, + "self-harm/instructions": false, + "self-harm": false, + "sexual/minors": false, + "violence": true, + "violence/graphic": true + }, + "category_scores": { + "harassment": 0.8189693396524255, + "harassment/threatening": 0.804985420696006, + "sexual": 1.573112165348997e-6, + "hate": 0.007562942636942845, + "hate/threatening": 0.004208854591835476, + "illicit": 0.030535955153511665, + "illicit/violent": 0.008925306722380033, + "self-harm/intent": 0.00023023930975076432, + "self-harm/instructions": 0.0002293869201073356, + "self-harm": 0.012598046106750154, + "sexual/minors": 2.212566909570261e-8, + "violence": 0.9999992735124786, + "violence/graphic": 0.843064871157054 + }, + "category_applied_input_types": { + "harassment": [ + "text" + ], + "harassment/threatening": [ + "text" + ], + "sexual": [ + "text", + "image" + ], + "hate": [ + "text" + ], + "hate/threatening": [ + "text" + ], + "illicit": [ + "text" + ], + "illicit/violent": [ + "text" + ], + "self-harm/intent": [ + "text", + "image" + ], + "self-harm/instructions": [ + "text", + "image" + ], + "self-harm": [ + "text", + "image" + ], + "sexual/minors": [ + "text" + ], + "violence": [ + "text", + "image" + ], + "violence/graphic": [ + "text", + "image" + ] + } + } + ] + } + CreateRunRequest: + type: object + additionalProperties: false + properties: + assistant_id: + description: + The ID of the [assistant](/docs/api-reference/assistants) to use to + execute this run. + type: string + model: + description: + The ID of the [Model](/docs/api-reference/models) to be used to + execute this run. If a value is provided here, it will override the + model associated with the assistant. If not, the model associated + with the assistant will be used. + example: gpt-4o + anyOf: + - type: string + - type: string + enum: + - gpt-4o + - gpt-4o-2024-11-20 + - gpt-4o-2024-08-06 + - gpt-4o-2024-05-13 + - gpt-4o-mini + - gpt-4o-mini-2024-07-18 + - gpt-4-turbo + - gpt-4-turbo-2024-04-09 + - gpt-4-0125-preview + - gpt-4-turbo-preview + - gpt-4-1106-preview + - gpt-4-vision-preview + - gpt-4 + - gpt-4-0314 + - gpt-4-0613 + - gpt-4-32k + - gpt-4-32k-0314 + - gpt-4-32k-0613 + - gpt-3.5-turbo + - gpt-3.5-turbo-16k + - gpt-3.5-turbo-0613 + - gpt-3.5-turbo-1106 + - gpt-3.5-turbo-0125 + - gpt-3.5-turbo-16k-0613 + x-oaiTypeLabel: string + nullable: true + instructions: + description: Overrides the + [instructions](/docs/api-reference/assistants/createAssistant) of + the assistant. This is useful for modifying the behavior on a + per-run basis. + type: string + nullable: true + additional_instructions: + description: + Appends additional instructions at the end of the instructions for + the run. This is useful for modifying the behavior on a per-run + basis without overriding other instructions. + type: string + nullable: true + additional_messages: + description: Adds additional messages to the thread before creating the run. + type: array + items: + $ref: "#/components/schemas/CreateMessageRequest" + nullable: true + tools: + description: + Override the tools the assistant can use for this run. This is + useful for modifying the behavior on a per-run basis. + nullable: true + type: array + maxItems: 20 + items: + oneOf: + - $ref: "#/components/schemas/AssistantToolsCode" + - $ref: "#/components/schemas/AssistantToolsFileSearch" + - $ref: "#/components/schemas/AssistantToolsFunction" + x-oaiExpandable: true + metadata: + $ref: "#/components/schemas/Metadata" + temperature: + type: number + minimum: 0 + maximum: 2 + default: 1 + example: 1 + nullable: true + description: > + What sampling temperature to use, between 0 and 2. Higher values + like 0.8 will make the output more random, while lower values like + 0.2 will make it more focused and deterministic. + top_p: + type: number + minimum: 0 + maximum: 1 + default: 1 + example: 1 + nullable: true + description: > + An alternative to sampling with temperature, called nucleus + sampling, where the model considers the results of the tokens with + top_p probability mass. So 0.1 means only the tokens comprising the + top 10% probability mass are considered. + + + We generally recommend altering this or temperature but not both. + stream: + type: boolean + nullable: true + description: > + If `true`, returns a stream of events that happen during the Run as + server-sent events, terminating when the Run enters a terminal state + with a `data: [DONE]` message. + max_prompt_tokens: + type: integer + nullable: true + description: > + The maximum number of prompt tokens that may be used over the course + of the run. The run will make a best effort to use only the number + of prompt tokens specified, across multiple turns of the run. If the + run exceeds the number of prompt tokens specified, the run will end + with status `incomplete`. See `incomplete_details` for more info. + minimum: 256 + max_completion_tokens: + type: integer + nullable: true + description: > + The maximum number of completion tokens that may be used over the + course of the run. The run will make a best effort to use only the + number of completion tokens specified, across multiple turns of the + run. If the run exceeds the number of completion tokens specified, + the run will end with status `incomplete`. See `incomplete_details` + for more info. + minimum: 256 + truncation_strategy: + allOf: + - $ref: "#/components/schemas/TruncationObject" + - nullable: true + tool_choice: + allOf: + - $ref: "#/components/schemas/AssistantsApiToolChoiceOption" + - nullable: true + parallel_tool_calls: + $ref: "#/components/schemas/ParallelToolCalls" + response_format: + allOf: + - $ref: "#/components/schemas/AssistantsApiResponseFormatOption" + - nullable: true + required: + - assistant_id + CreateSpeechRequest: + type: object + additionalProperties: false + properties: + model: + description: > + One of the available [TTS models](/docs/models#tts): `tts-1` or + `tts-1-hd` + anyOf: + - type: string + - type: string + enum: + - tts-1 + - tts-1-hd + x-oaiTypeLabel: string + input: + type: string + description: + The text to generate audio for. The maximum length is 4096 + characters. + maxLength: 4096 + voice: + description: + The voice to use when generating the audio. Supported voices are + `alloy`, `ash`, `coral`, `echo`, `fable`, `onyx`, `nova`, `sage` and + `shimmer`. Previews of the voices are available in the [Text to + speech guide](/docs/guides/text-to-speech#voice-options). + type: string + enum: + - alloy + - ash + - coral + - echo + - fable + - onyx + - nova + - sage + - shimmer + response_format: + description: + The format to audio in. Supported formats are `mp3`, `opus`, `aac`, + `flac`, `wav`, and `pcm`. + default: mp3 + type: string + enum: + - mp3 + - opus + - aac + - flac + - wav + - pcm + speed: + description: + The speed of the generated audio. Select a value from `0.25` to + `4.0`. `1.0` is the default. + type: number + default: 1 + minimum: 0.25 + maximum: 4 + required: + - model + - input + - voice + CreateThreadAndRunRequest: + type: object + additionalProperties: false + properties: + assistant_id: + description: + The ID of the [assistant](/docs/api-reference/assistants) to use to + execute this run. + type: string + thread: + $ref: "#/components/schemas/CreateThreadRequest" + model: + description: + The ID of the [Model](/docs/api-reference/models) to be used to + execute this run. If a value is provided here, it will override the + model associated with the assistant. If not, the model associated + with the assistant will be used. + example: gpt-4o + anyOf: + - type: string + - type: string + enum: + - gpt-4o + - gpt-4o-2024-11-20 + - gpt-4o-2024-08-06 + - gpt-4o-2024-05-13 + - gpt-4o-mini + - gpt-4o-mini-2024-07-18 + - gpt-4-turbo + - gpt-4-turbo-2024-04-09 + - gpt-4-0125-preview + - gpt-4-turbo-preview + - gpt-4-1106-preview + - gpt-4-vision-preview + - gpt-4 + - gpt-4-0314 + - gpt-4-0613 + - gpt-4-32k + - gpt-4-32k-0314 + - gpt-4-32k-0613 + - gpt-3.5-turbo + - gpt-3.5-turbo-16k + - gpt-3.5-turbo-0613 + - gpt-3.5-turbo-1106 + - gpt-3.5-turbo-0125 + - gpt-3.5-turbo-16k-0613 + x-oaiTypeLabel: string + nullable: true + instructions: + description: + Override the default system message of the assistant. This is + useful for modifying the behavior on a per-run basis. + type: string + nullable: true + tools: + description: + Override the tools the assistant can use for this run. This is + useful for modifying the behavior on a per-run basis. + nullable: true + type: array + maxItems: 20 + items: + oneOf: + - $ref: "#/components/schemas/AssistantToolsCode" + - $ref: "#/components/schemas/AssistantToolsFileSearch" + - $ref: "#/components/schemas/AssistantToolsFunction" + tool_resources: + type: object + description: > + A set of resources that are used by the assistant's tools. The + resources are specific to the type of tool. For example, the + `code_interpreter` tool requires a list of file IDs, while the + `file_search` tool requires a list of vector store IDs. + properties: + code_interpreter: + type: object + properties: + file_ids: + type: array + description: > + A list of [file](/docs/api-reference/files) IDs made + available to the `code_interpreter` tool. There can be a + maximum of 20 files associated with the tool. + default: [] + maxItems: 20 + items: + type: string + file_search: + type: object + properties: + vector_store_ids: + type: array + description: > + The ID of the [vector + store](/docs/api-reference/vector-stores/object) attached to + this assistant. There can be a maximum of 1 vector store + attached to the assistant. + maxItems: 1 + items: + type: string + nullable: true + metadata: + $ref: "#/components/schemas/Metadata" + temperature: + type: number + minimum: 0 + maximum: 2 + default: 1 + example: 1 + nullable: true + description: > + What sampling temperature to use, between 0 and 2. Higher values + like 0.8 will make the output more random, while lower values like + 0.2 will make it more focused and deterministic. + top_p: + type: number + minimum: 0 + maximum: 1 + default: 1 + example: 1 + nullable: true + description: > + An alternative to sampling with temperature, called nucleus + sampling, where the model considers the results of the tokens with + top_p probability mass. So 0.1 means only the tokens comprising the + top 10% probability mass are considered. + + + We generally recommend altering this or temperature but not both. + stream: + type: boolean + nullable: true + description: > + If `true`, returns a stream of events that happen during the Run as + server-sent events, terminating when the Run enters a terminal state + with a `data: [DONE]` message. + max_prompt_tokens: + type: integer + nullable: true + description: > + The maximum number of prompt tokens that may be used over the course + of the run. The run will make a best effort to use only the number + of prompt tokens specified, across multiple turns of the run. If the + run exceeds the number of prompt tokens specified, the run will end + with status `incomplete`. See `incomplete_details` for more info. + minimum: 256 + max_completion_tokens: + type: integer + nullable: true + description: > + The maximum number of completion tokens that may be used over the + course of the run. The run will make a best effort to use only the + number of completion tokens specified, across multiple turns of the + run. If the run exceeds the number of completion tokens specified, + the run will end with status `incomplete`. See `incomplete_details` + for more info. + minimum: 256 + truncation_strategy: + allOf: + - $ref: "#/components/schemas/TruncationObject" + - nullable: true + tool_choice: + allOf: + - $ref: "#/components/schemas/AssistantsApiToolChoiceOption" + - nullable: true + parallel_tool_calls: + $ref: "#/components/schemas/ParallelToolCalls" + response_format: + allOf: + - $ref: "#/components/schemas/AssistantsApiResponseFormatOption" + - nullable: true + required: + - assistant_id + CreateThreadRequest: + type: object + description: | + Options to create a new thread. If no thread is provided when running a + request, an empty thread will be created. + additionalProperties: false + properties: + messages: + description: + A list of [messages](/docs/api-reference/messages) to start the + thread with. + type: array + items: + $ref: "#/components/schemas/CreateMessageRequest" + tool_resources: + type: object + description: > + A set of resources that are made available to the assistant's tools + in this thread. The resources are specific to the type of tool. For + example, the `code_interpreter` tool requires a list of file IDs, + while the `file_search` tool requires a list of vector store IDs. + properties: + code_interpreter: + type: object + properties: + file_ids: + type: array + description: > + A list of [file](/docs/api-reference/files) IDs made + available to the `code_interpreter` tool. There can be a + maximum of 20 files associated with the tool. + default: [] + maxItems: 20 + items: + type: string + file_search: + type: object + properties: + vector_store_ids: + type: array + description: > + The [vector store](/docs/api-reference/vector-stores/object) + attached to this thread. There can be a maximum of 1 vector + store attached to the thread. + maxItems: 1 + items: + type: string + vector_stores: + type: array + description: > + A helper to create a [vector + store](/docs/api-reference/vector-stores/object) with + file_ids and attach it to this thread. There can be a + maximum of 1 vector store attached to the thread. + maxItems: 1 + items: + type: object + properties: + file_ids: + type: array + description: > + A list of [file](/docs/api-reference/files) IDs to add + to the vector store. There can be a maximum of 10000 + files in a vector store. + maxItems: 10000 + items: + type: string + chunking_strategy: + type: object + description: + The chunking strategy used to chunk the file(s). If not set, will + use the `auto` strategy. + oneOf: + - type: object + title: Auto Chunking Strategy + description: + The default strategy. This strategy currently uses a + `max_chunk_size_tokens` of `800` and + `chunk_overlap_tokens` of `400`. + additionalProperties: false + properties: + type: + type: string + description: Always `auto`. + enum: + - auto + x-stainless-const: true + required: + - type + - type: object + title: Static Chunking Strategy + additionalProperties: false + properties: + type: + type: string + description: Always `static`. + enum: + - static + x-stainless-const: true + static: + type: object + additionalProperties: false + properties: + max_chunk_size_tokens: + type: integer + minimum: 100 + maximum: 4096 + description: + The maximum number of tokens in each chunk. The default value is + `800`. The minimum value is `100` and the + maximum value is `4096`. + chunk_overlap_tokens: + type: integer + description: > + The number of tokens that overlap between + chunks. The default value is `400`. + + + Note that the overlap must not exceed half + of `max_chunk_size_tokens`. + required: + - max_chunk_size_tokens + - chunk_overlap_tokens + required: + - type + - static + x-oaiExpandable: true + metadata: + $ref: "#/components/schemas/Metadata" + x-oaiExpandable: true + oneOf: + - required: + - vector_store_ids + - required: + - vector_stores + nullable: true + metadata: + $ref: "#/components/schemas/Metadata" + CreateTranscriptionRequest: + type: object + additionalProperties: false + properties: + file: + description: > + The audio file object (not file name) to transcribe, in one of these + formats: flac, mp3, mp4, mpeg, mpga, m4a, ogg, wav, or webm. + type: string + x-oaiTypeLabel: file + format: binary + model: + description: > + ID of the model to use. Only `whisper-1` (which is powered by our + open source Whisper V2 model) is currently available. + example: whisper-1 + anyOf: + - type: string + - type: string + enum: + - whisper-1 + x-stainless-const: true + x-oaiTypeLabel: string + language: + description: > + The language of the input audio. Supplying the input language in + [ISO-639-1](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes) + (e.g. `en`) format will improve accuracy and latency. + type: string + prompt: + description: > + An optional text to guide the model's style or continue a previous + audio segment. The [prompt](/docs/guides/speech-to-text#prompting) + should match the audio language. + type: string + response_format: + $ref: "#/components/schemas/AudioResponseFormat" + temperature: + description: > + The sampling temperature, between 0 and 1. Higher values like 0.8 + will make the output more random, while lower values like 0.2 will + make it more focused and deterministic. If set to 0, the model will + use [log probability](https://en.wikipedia.org/wiki/Log_probability) + to automatically increase the temperature until certain thresholds + are hit. + type: number + default: 0 + timestamp_granularities[]: + description: > + The timestamp granularities to populate for this transcription. + `response_format` must be set `verbose_json` to use timestamp + granularities. Either or both of these options are supported: + `word`, or `segment`. Note: There is no additional latency for + segment timestamps, but generating word timestamps incurs additional + latency. + type: array + items: + type: string + enum: + - word + - segment + default: + - segment + required: + - file + - model + CreateTranscriptionResponseJson: + type: object + description: + Represents a transcription response returned by model, based on the + provided input. + properties: + text: + type: string + description: The transcribed text. + required: + - text + x-oaiMeta: + name: The transcription object (JSON) + group: audio + example: > + { + "text": "Imagine the wildest idea that you've ever had, and you're curious about how it might scale to something that's a 100, a 1,000 times bigger. This is a place where you can get to do that." + } + CreateTranscriptionResponseVerboseJson: + type: object + description: + Represents a verbose json transcription response returned by model, + based on the provided input. + properties: + language: + type: string + description: The language of the input audio. + duration: + type: number + description: The duration of the input audio. + text: + type: string + description: The transcribed text. + words: + type: array + description: Extracted words and their corresponding timestamps. + items: + $ref: "#/components/schemas/TranscriptionWord" + segments: + type: array + description: Segments of the transcribed text and their corresponding details. + items: + $ref: "#/components/schemas/TranscriptionSegment" + required: + - language + - duration + - text + x-oaiMeta: + name: The transcription object (Verbose JSON) + group: audio + example: > + { + "task": "transcribe", + "language": "english", + "duration": 8.470000267028809, + "text": "The beach was a popular spot on a hot summer day. People were swimming in the ocean, building sandcastles, and playing beach volleyball.", + "segments": [ + { + "id": 0, + "seek": 0, + "start": 0.0, + "end": 3.319999933242798, + "text": " The beach was a popular spot on a hot summer day.", + "tokens": [ + 50364, 440, 7534, 390, 257, 3743, 4008, 322, 257, 2368, 4266, 786, 13, 50530 + ], + "temperature": 0.0, + "avg_logprob": -0.2860786020755768, + "compression_ratio": 1.2363636493682861, + "no_speech_prob": 0.00985979475080967 + }, + ... + ] + } + CreateTranslationRequest: + type: object + additionalProperties: false + properties: + file: + description: > + The audio file object (not file name) translate, in one of these + formats: flac, mp3, mp4, mpeg, mpga, m4a, ogg, wav, or webm. + type: string + x-oaiTypeLabel: file + format: binary + model: + description: > + ID of the model to use. Only `whisper-1` (which is powered by our + open source Whisper V2 model) is currently available. + example: whisper-1 + anyOf: + - type: string + - type: string + enum: + - whisper-1 + x-stainless-const: true + x-oaiTypeLabel: string + prompt: + description: > + An optional text to guide the model's style or continue a previous + audio segment. The [prompt](/docs/guides/speech-to-text#prompting) + should be in English. + type: string + response_format: + $ref: "#/components/schemas/AudioResponseFormat" + temperature: + description: > + The sampling temperature, between 0 and 1. Higher values like 0.8 + will make the output more random, while lower values like 0.2 will + make it more focused and deterministic. If set to 0, the model will + use [log probability](https://en.wikipedia.org/wiki/Log_probability) + to automatically increase the temperature until certain thresholds + are hit. + type: number + default: 0 + required: + - file + - model + CreateTranslationResponseJson: + type: object + properties: + text: + type: string + required: + - text + CreateTranslationResponseVerboseJson: + type: object + properties: + language: + type: string + description: The language of the output translation (always `english`). + duration: + type: number + description: The duration of the input audio. + text: + type: string + description: The translated text. + segments: + type: array + description: Segments of the translated text and their corresponding details. + items: + $ref: "#/components/schemas/TranscriptionSegment" + required: + - language + - duration + - text + CreateUploadRequest: + type: object + additionalProperties: false + properties: + filename: + description: | + The name of the file to upload. + type: string + purpose: + description: > + The intended purpose of the uploaded file. + + + See the [documentation on File + purposes](/docs/api-reference/files/create#files-create-purpose). + type: string + enum: + - assistants + - batch + - fine-tune + - vision + bytes: + description: | + The number of bytes in the file you are uploading. + type: integer + mime_type: + description: > + The MIME type of the file. + + + This must fall within the supported MIME types for your file + purpose. See the supported MIME types for assistants and vision. + type: string + required: + - filename + - purpose + - bytes + - mime_type + CreateVectorStoreFileBatchRequest: + type: object + additionalProperties: false + properties: + file_ids: + description: + A list of [File](/docs/api-reference/files) IDs that the vector + store should use. Useful for tools like `file_search` that can + access files. + type: array + minItems: 1 + maxItems: 500 + items: + type: string + chunking_strategy: + $ref: "#/components/schemas/ChunkingStrategyRequestParam" + required: + - file_ids + CreateVectorStoreFileRequest: + type: object + additionalProperties: false + properties: + file_id: + description: + A [File](/docs/api-reference/files) ID that the vector store should + use. Useful for tools like `file_search` that can access files. + type: string + chunking_strategy: + $ref: "#/components/schemas/ChunkingStrategyRequestParam" + required: + - file_id + CreateVectorStoreRequest: + type: object + additionalProperties: false + properties: + file_ids: + description: + A list of [File](/docs/api-reference/files) IDs that the vector + store should use. Useful for tools like `file_search` that can + access files. + type: array + maxItems: 500 + items: + type: string + name: + description: The name of the vector store. + type: string + expires_after: + $ref: "#/components/schemas/VectorStoreExpirationAfter" + chunking_strategy: + type: object + description: + The chunking strategy used to chunk the file(s). If not set, will + use the `auto` strategy. Only applicable if `file_ids` is non-empty. + oneOf: + - $ref: "#/components/schemas/AutoChunkingStrategyRequestParam" + - $ref: "#/components/schemas/StaticChunkingStrategyRequestParam" + x-oaiExpandable: true + metadata: + $ref: "#/components/schemas/Metadata" + DefaultProjectErrorResponse: + type: object + properties: + code: + type: integer + message: + type: string + required: + - code + - message + DeleteAssistantResponse: + type: object + properties: + id: + type: string + deleted: + type: boolean + object: + type: string + enum: + - assistant.deleted + x-stainless-const: true + required: + - id + - object + - deleted + DeleteFileResponse: + type: object + properties: + id: + type: string + object: + type: string + enum: + - file + x-stainless-const: true + deleted: + type: boolean + required: + - id + - object + - deleted + DeleteMessageResponse: + type: object + properties: + id: + type: string + deleted: + type: boolean + object: + type: string + enum: + - thread.message.deleted + x-stainless-const: true + required: + - id + - object + - deleted + DeleteModelResponse: + type: object + properties: + id: + type: string + deleted: + type: boolean + object: + type: string + required: + - id + - object + - deleted + DeleteThreadResponse: + type: object + properties: + id: + type: string + deleted: + type: boolean + object: + type: string + enum: + - thread.deleted + x-stainless-const: true + required: + - id + - object + - deleted + DeleteVectorStoreFileResponse: + type: object + properties: + id: + type: string + deleted: + type: boolean + object: + type: string + enum: + - vector_store.file.deleted + x-stainless-const: true + required: + - id + - object + - deleted + DeleteVectorStoreResponse: + type: object + properties: + id: + type: string + deleted: + type: boolean + object: + type: string + enum: + - vector_store.deleted + x-stainless-const: true + required: + - id + - object + - deleted + DoneEvent: + type: object + properties: + event: + type: string + enum: + - done + x-stainless-const: true + data: + type: string + enum: + - "[DONE]" + x-stainless-const: true + required: + - event + - data + description: Occurs when a stream ends. + x-oaiMeta: + dataDescription: "`data` is `[DONE]`" + Embedding: + type: object + description: | + Represents an embedding vector returned by embedding endpoint. + properties: + index: + type: integer + description: The index of the embedding in the list of embeddings. + embedding: + type: array + description: > + The embedding vector, which is a list of floats. The length of + vector depends on the model as listed in the [embedding + guide](/docs/guides/embeddings). + items: + type: number + object: + type: string + description: The object type, which is always "embedding". + enum: + - embedding + x-stainless-const: true + required: + - index + - object + - embedding + x-oaiMeta: + name: The embedding object + example: | + { + "object": "embedding", + "embedding": [ + 0.0023064255, + -0.009327292, + .... (1536 floats total for ada-002) + -0.0028842222, + ], + "index": 0 + } + Error: + type: object + properties: + code: + type: string + nullable: true + message: + type: string + nullable: false + param: + type: string + nullable: true + type: + type: string + nullable: false + required: + - type + - message + - param + - code + ErrorEvent: + type: object + properties: + event: + type: string + enum: + - error + x-stainless-const: true + data: + $ref: "#/components/schemas/Error" + required: + - event + - data + description: + Occurs when an [error](/docs/guides/error-codes#api-errors) occurs. + This can happen due to an internal server error or a timeout. + x-oaiMeta: + dataDescription: "`data` is an [error](/docs/guides/error-codes#api-errors)" + ErrorResponse: + type: object + properties: + error: + $ref: "#/components/schemas/Error" + required: + - error + FileSearchRankingOptions: + title: File search tool call ranking options + type: object + description: > + The ranking options for the file search. If not specified, the file + search tool will use the `auto` ranker and a score_threshold of 0. + + + See the [file search tool + documentation](/docs/assistants/tools/file-search#customizing-file-search-settings) + for more information. + properties: + ranker: + type: string + description: + The ranker to use for the file search. If not specified will use + the `auto` ranker. + enum: + - auto + - default_2024_08_21 + score_threshold: + type: number + description: + The score threshold for the file search. All values must be a + floating point number between 0 and 1. + minimum: 0 + maximum: 1 + required: + - score_threshold + FineTuneChatCompletionRequestAssistantMessage: + allOf: + - type: object + title: Assistant message + deprecated: false + properties: + weight: + type: integer + enum: + - 0 + - 1 + description: Controls whether the assistant message is trained against (0 or 1) + - $ref: "#/components/schemas/ChatCompletionRequestAssistantMessage" + required: + - role + FineTuneChatRequestInput: + type: object + description: + The per-line training example of a fine-tuning input file for chat + models using the supervised method. + properties: + messages: + type: array + minItems: 1 + items: + oneOf: + - $ref: "#/components/schemas/ChatCompletionRequestSystemMessage" + - $ref: "#/components/schemas/ChatCompletionRequestUserMessage" + - $ref: "#/components/schemas/FineTuneChatCompletionRequestAssistantMessage" + - $ref: "#/components/schemas/ChatCompletionRequestToolMessage" + - $ref: "#/components/schemas/ChatCompletionRequestFunctionMessage" + x-oaiExpandable: true + tools: + type: array + description: A list of tools the model may generate JSON inputs for. + items: + $ref: "#/components/schemas/ChatCompletionTool" + parallel_tool_calls: + $ref: "#/components/schemas/ParallelToolCalls" + functions: + deprecated: true + description: A list of functions the model may generate JSON inputs for. + type: array + minItems: 1 + maxItems: 128 + items: + $ref: "#/components/schemas/ChatCompletionFunctions" + x-oaiMeta: + name: Training format for chat models using the supervised method + example: > + { + "messages": [ + { "role": "user", "content": "What is the weather in San Francisco?" }, + { + "role": "assistant", + "tool_calls": [ + { + "id": "call_id", + "type": "function", + "function": { + "name": "get_current_weather", + "arguments": "{\"location\": \"San Francisco, USA\", \"format\": \"celsius\"}" + } + } + ] + } + ], + "parallel_tool_calls": false, + "tools": [ + { + "type": "function", + "function": { + "name": "get_current_weather", + "description": "Get the current weather", + "parameters": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and country, eg. San Francisco, USA" + }, + "format": { "type": "string", "enum": ["celsius", "fahrenheit"] } + }, + "required": ["location", "format"] + } + } + } + ] + } + FineTuneCompletionRequestInput: + type: object + description: The per-line training example of a fine-tuning input file for + completions models + properties: + prompt: + type: string + description: The input prompt for this training example. + completion: + type: string + description: The desired completion for this training example. + x-oaiMeta: + name: Training format for completions models + example: | + { + "prompt": "What is the answer to 2+2", + "completion": "4" + } + FineTuneDPOMethod: + type: object + description: Configuration for the DPO fine-tuning method. + properties: + hyperparameters: + type: object + description: The hyperparameters used for the fine-tuning job. + properties: + beta: + description: > + The beta value for the DPO method. A higher beta value will + increase the weight of the penalty between the policy and + reference model. + oneOf: + - type: string + enum: + - auto + x-stainless-const: true + - type: number + minimum: 0 + maximum: 2 + exclusiveMinimum: true + default: auto + batch_size: + description: > + Number of examples in each batch. A larger batch size means that + model parameters are updated less frequently, but with lower + variance. + oneOf: + - type: string + enum: + - auto + x-stainless-const: true + - type: integer + minimum: 1 + maximum: 256 + default: auto + learning_rate_multiplier: + description: > + Scaling factor for the learning rate. A smaller learning rate + may be useful to avoid overfitting. + oneOf: + - type: string + enum: + - auto + x-stainless-const: true + - type: number + minimum: 0 + exclusiveMinimum: true + default: auto + n_epochs: + description: > + The number of epochs to train the model for. An epoch refers to + one full cycle through the training dataset. + oneOf: + - type: string + enum: + - auto + x-stainless-const: true + - type: integer + minimum: 1 + maximum: 50 + default: auto + FineTuneMethod: + type: object + description: The method used for fine-tuning. + properties: + type: + type: string + description: The type of method. Is either `supervised` or `dpo`. + enum: + - supervised + - dpo + supervised: + $ref: "#/components/schemas/FineTuneSupervisedMethod" + dpo: + $ref: "#/components/schemas/FineTuneDPOMethod" + FineTunePreferenceRequestInput: + type: object + description: + The per-line training example of a fine-tuning input file for chat + models using the dpo method. + properties: + input: + type: object + properties: + messages: + type: array + minItems: 1 + items: + oneOf: + - $ref: "#/components/schemas/ChatCompletionRequestSystemMessage" + - $ref: "#/components/schemas/ChatCompletionRequestUserMessage" + - $ref: "#/components/schemas/FineTuneChatCompletionRequestAssistantMessage" + - $ref: "#/components/schemas/ChatCompletionRequestToolMessage" + - $ref: "#/components/schemas/ChatCompletionRequestFunctionMessage" + x-oaiExpandable: true + tools: + type: array + description: A list of tools the model may generate JSON inputs for. + items: + $ref: "#/components/schemas/ChatCompletionTool" + parallel_tool_calls: + $ref: "#/components/schemas/ParallelToolCalls" + preferred_completion: + type: array + description: The preferred completion message for the output. + maxItems: 1 + items: + oneOf: + - $ref: "#/components/schemas/ChatCompletionRequestAssistantMessage" + x-oaiExpandable: true + non_preferred_completion: + type: array + description: The non-preferred completion message for the output. + maxItems: 1 + items: + oneOf: + - $ref: "#/components/schemas/ChatCompletionRequestAssistantMessage" + x-oaiExpandable: true + x-oaiMeta: + name: Training format for chat models using the preference method + example: > + { + "input": { + "messages": [ + { "role": "user", "content": "What is the weather in San Francisco?" } + ] + }, + "preferred_completion": [ + { + "role": "assistant", + "content": "The weather in San Francisco is 70 degrees Fahrenheit." + } + ], + "non_preferred_completion": [ + { + "role": "assistant", + "content": "The weather in San Francisco is 21 degrees Celsius." + } + ] + } + FineTuneSupervisedMethod: + type: object + description: Configuration for the supervised fine-tuning method. + properties: + hyperparameters: + type: object + description: The hyperparameters used for the fine-tuning job. + properties: + batch_size: + description: > + Number of examples in each batch. A larger batch size means that + model parameters are updated less frequently, but with lower + variance. + oneOf: + - type: string + enum: + - auto + x-stainless-const: true + - type: integer + minimum: 1 + maximum: 256 + default: auto + learning_rate_multiplier: + description: > + Scaling factor for the learning rate. A smaller learning rate + may be useful to avoid overfitting. + oneOf: + - type: string + enum: + - auto + x-stainless-const: true + - type: number + minimum: 0 + exclusiveMinimum: true + default: auto + n_epochs: + description: > + The number of epochs to train the model for. An epoch refers to + one full cycle through the training dataset. + oneOf: + - type: string + enum: + - auto + x-stainless-const: true + - type: integer + minimum: 1 + maximum: 50 + default: auto + FineTuningIntegration: + type: object + title: Fine-Tuning Job Integration + required: + - type + - wandb + properties: + type: + type: string + description: The type of the integration being enabled for the fine-tuning job + enum: + - wandb + x-stainless-const: true + wandb: + type: object + description: > + The settings for your integration with Weights and Biases. This + payload specifies the project that + + metrics will be sent to. Optionally, you can set an explicit display + name for your run, add tags + + to your run, and set a default entity (team, username, etc) to be + associated with your run. + required: + - project + properties: + project: + description: | + The name of the project that the new run will be created under. + type: string + example: my-wandb-project + name: + description: > + A display name to set for the run. If not set, we will use the + Job ID as the name. + nullable: true + type: string + entity: + description: > + The entity to use for the run. This allows you to set the team + or username of the WandB user that you would + + like associated with the run. If not set, the default entity for + the registered WandB API key is used. + nullable: true + type: string + tags: + description: > + A list of tags to be attached to the newly created run. These + tags are passed through directly to WandB. Some + + default tags are generated by OpenAI: "openai/finetune", + "openai/{base-model}", "openai/{ftjob-abcdef}". + type: array + items: + type: string + example: custom-tag + FineTuningJob: + type: object + title: FineTuningJob + description: > + The `fine_tuning.job` object represents a fine-tuning job that has been + created through the API. + properties: + id: + type: string + description: The object identifier, which can be referenced in the API endpoints. + created_at: + type: integer + description: + The Unix timestamp (in seconds) for when the fine-tuning job was + created. + error: + type: object + nullable: true + description: + For fine-tuning jobs that have `failed`, this will contain more + information on the cause of the failure. + properties: + code: + type: string + description: A machine-readable error code. + message: + type: string + description: A human-readable error message. + param: + type: string + description: + The parameter that was invalid, usually `training_file` or + `validation_file`. This field will be null if the failure was + not parameter-specific. + nullable: true + required: + - code + - message + - param + fine_tuned_model: + type: string + nullable: true + description: + The name of the fine-tuned model that is being created. The value + will be null if the fine-tuning job is still running. + finished_at: + type: integer + nullable: true + description: + The Unix timestamp (in seconds) for when the fine-tuning job was + finished. The value will be null if the fine-tuning job is still + running. + hyperparameters: + type: object + description: + The hyperparameters used for the fine-tuning job. This value will + only be returned when running `supervised` jobs. + properties: + batch_size: + description: > + Number of examples in each batch. A larger batch size means that + model parameters + + are updated less frequently, but with lower variance. + oneOf: + - type: string + enum: + - auto + x-stainless-const: true + - type: integer + minimum: 1 + maximum: 256 + default: auto + learning_rate_multiplier: + description: > + Scaling factor for the learning rate. A smaller learning rate + may be useful to avoid + + overfitting. + oneOf: + - type: string + enum: + - auto + x-stainless-const: true + - type: number + minimum: 0 + exclusiveMinimum: true + default: auto + n_epochs: + description: > + The number of epochs to train the model for. An epoch refers to + one full cycle + + through the training dataset. + oneOf: + - type: string + enum: + - auto + x-stainless-const: true + - type: integer + minimum: 1 + maximum: 50 + default: auto + model: + type: string + description: The base model that is being fine-tuned. + object: + type: string + description: The object type, which is always "fine_tuning.job". + enum: + - fine_tuning.job + x-stainless-const: true + organization_id: + type: string + description: The organization that owns the fine-tuning job. + result_files: + type: array + description: + The compiled results file ID(s) for the fine-tuning job. You can + retrieve the results with the [Files + API](/docs/api-reference/files/retrieve-contents). + items: + type: string + example: file-abc123 + status: + type: string + description: + The current status of the fine-tuning job, which can be either + `validating_files`, `queued`, `running`, `succeeded`, `failed`, or + `cancelled`. + enum: + - validating_files + - queued + - running + - succeeded + - failed + - cancelled + trained_tokens: + type: integer + nullable: true + description: + The total number of billable tokens processed by this fine-tuning + job. The value will be null if the fine-tuning job is still running. + training_file: + type: string + description: + The file ID used for training. You can retrieve the training data + with the [Files API](/docs/api-reference/files/retrieve-contents). + validation_file: + type: string + nullable: true + description: + The file ID used for validation. You can retrieve the validation + results with the [Files + API](/docs/api-reference/files/retrieve-contents). + integrations: + type: array + nullable: true + description: A list of integrations to enable for this fine-tuning job. + maxItems: 5 + items: + oneOf: + - $ref: "#/components/schemas/FineTuningIntegration" + x-oaiExpandable: true + seed: + type: integer + description: The seed used for the fine-tuning job. + estimated_finish: + type: integer + nullable: true + description: + The Unix timestamp (in seconds) for when the fine-tuning job is + estimated to finish. The value will be null if the fine-tuning job + is not running. + method: + $ref: "#/components/schemas/FineTuneMethod" + required: + - created_at + - error + - finished_at + - fine_tuned_model + - hyperparameters + - id + - model + - object + - organization_id + - result_files + - status + - trained_tokens + - training_file + - validation_file + - seed + x-oaiMeta: + name: The fine-tuning job object + example: | + { + "object": "fine_tuning.job", + "id": "ftjob-abc123", + "model": "davinci-002", + "created_at": 1692661014, + "finished_at": 1692661190, + "fine_tuned_model": "ft:davinci-002:my-org:custom_suffix:7q8mpxmy", + "organization_id": "org-123", + "result_files": [ + "file-abc123" + ], + "status": "succeeded", + "validation_file": null, + "training_file": "file-abc123", + "hyperparameters": { + "n_epochs": 4, + "batch_size": 1, + "learning_rate_multiplier": 1.0 + }, + "trained_tokens": 5768, + "integrations": [], + "seed": 0, + "estimated_finish": 0, + "method": { + "type": "supervised", + "supervised": { + "hyperparameters": { + "n_epochs": 4, + "batch_size": 1, + "learning_rate_multiplier": 1.0 + } + } + } + } + FineTuningJobCheckpoint: + type: object + title: FineTuningJobCheckpoint + description: > + The `fine_tuning.job.checkpoint` object represents a model checkpoint + for a fine-tuning job that is ready to use. + properties: + id: + type: string + description: + The checkpoint identifier, which can be referenced in the API + endpoints. + created_at: + type: integer + description: The Unix timestamp (in seconds) for when the checkpoint was created. + fine_tuned_model_checkpoint: + type: string + description: The name of the fine-tuned checkpoint model that is created. + step_number: + type: integer + description: The step number that the checkpoint was created at. + metrics: + type: object + description: Metrics at the step number during the fine-tuning job. + properties: + step: + type: number + train_loss: + type: number + train_mean_token_accuracy: + type: number + valid_loss: + type: number + valid_mean_token_accuracy: + type: number + full_valid_loss: + type: number + full_valid_mean_token_accuracy: + type: number + fine_tuning_job_id: + type: string + description: + The name of the fine-tuning job that this checkpoint was created + from. + object: + type: string + description: The object type, which is always "fine_tuning.job.checkpoint". + enum: + - fine_tuning.job.checkpoint + x-stainless-const: true + required: + - created_at + - fine_tuning_job_id + - fine_tuned_model_checkpoint + - id + - metrics + - object + - step_number + x-oaiMeta: + name: The fine-tuning job checkpoint object + example: > + { + "object": "fine_tuning.job.checkpoint", + "id": "ftckpt_qtZ5Gyk4BLq1SfLFWp3RtO3P", + "created_at": 1712211699, + "fine_tuned_model_checkpoint": "ft:gpt-4o-mini-2024-07-18:my-org:custom_suffix:9ABel2dg:ckpt-step-88", + "fine_tuning_job_id": "ftjob-fpbNQ3H1GrMehXRf8cO97xTN", + "metrics": { + "step": 88, + "train_loss": 0.478, + "train_mean_token_accuracy": 0.924, + "valid_loss": 10.112, + "valid_mean_token_accuracy": 0.145, + "full_valid_loss": 0.567, + "full_valid_mean_token_accuracy": 0.944 + }, + "step_number": 88 + } + FineTuningJobEvent: + type: object + description: Fine-tuning job event object + properties: + object: + type: string + description: The object type, which is always "fine_tuning.job.event". + enum: + - fine_tuning.job.event + x-stainless-const: true + id: + type: string + description: The object identifier. + created_at: + type: integer + description: + The Unix timestamp (in seconds) for when the fine-tuning job was + created. + level: + type: string + description: The log level of the event. + enum: + - info + - warn + - error + message: + type: string + description: The message of the event. + type: + type: string + description: The type of event. + enum: + - message + - metrics + data: + type: object + description: The data associated with the event. + required: + - id + - object + - created_at + - level + - message + x-oaiMeta: + name: The fine-tuning job event object + example: | + { + "object": "fine_tuning.job.event", + "id": "ftevent-abc123" + "created_at": 1677610602, + "level": "info", + "message": "Created fine-tuning job", + "data": {}, + "type": "message" + } + FunctionObject: + type: object + properties: + description: + type: string + description: + A description of what the function does, used by the model to + choose when and how to call the function. + name: + type: string + description: + The name of the function to be called. Must be a-z, A-Z, 0-9, or + contain underscores and dashes, with a maximum length of 64. + parameters: + $ref: "#/components/schemas/FunctionParameters" + strict: + type: boolean + nullable: true + default: false + description: + Whether to enable strict schema adherence when generating the + function call. If set to true, the model will follow the exact + schema defined in the `parameters` field. Only a subset of JSON + Schema is supported when `strict` is `true`. Learn more about + Structured Outputs in the [function calling + guide](docs/guides/function-calling). + required: + - name + FunctionParameters: + type: object + description: >- + The parameters the functions accepts, described as a JSON Schema object. + See the [guide](/docs/guides/function-calling) for examples, and the + [JSON Schema + reference](https://json-schema.org/understanding-json-schema/) for + documentation about the format. + + + Omitting `parameters` defines a function with an empty parameter list. + additionalProperties: true + Image: + type: object + description: + Represents the url or the content of an image generated by the + OpenAI API. + properties: + b64_json: + type: string + description: The base64-encoded JSON of the generated image, if + `response_format` is `b64_json`. + url: + type: string + description: + The URL of the generated image, if `response_format` is `url` + (default). + revised_prompt: + type: string + description: + The prompt that was used to generate the image, if there was any + revision to the prompt. + x-oaiMeta: + name: The image object + example: | + { + "url": "...", + "revised_prompt": "..." + } + ImagesResponse: + properties: + created: + type: integer + data: + type: array + items: + $ref: "#/components/schemas/Image" + required: + - created + - data + Invite: + type: object + description: Represents an individual `invite` to the organization. + properties: + object: + type: string + enum: + - organization.invite + description: The object type, which is always `organization.invite` + x-stainless-const: true + id: + type: string + description: The identifier, which can be referenced in API endpoints + email: + type: string + description: The email address of the individual to whom the invite was sent + role: + type: string + enum: + - owner + - reader + description: "`owner` or `reader`" + status: + type: string + enum: + - accepted + - expired + - pending + description: "`accepted`,`expired`, or `pending`" + invited_at: + type: integer + description: The Unix timestamp (in seconds) of when the invite was sent. + expires_at: + type: integer + description: The Unix timestamp (in seconds) of when the invite expires. + accepted_at: + type: integer + description: The Unix timestamp (in seconds) of when the invite was accepted. + projects: + type: array + description: + The projects that were granted membership upon acceptance of the + invite. + items: + type: object + properties: + id: + type: string + description: Project's public ID + role: + type: string + enum: + - member + - owner + description: Project membership role + required: + - object + - id + - email + - role + - status + - invited_at + - expires_at + x-oaiMeta: + name: The invite object + example: | + { + "object": "organization.invite", + "id": "invite-abc", + "email": "user@example.com", + "role": "owner", + "status": "accepted", + "invited_at": 1711471533, + "expires_at": 1711471533, + "accepted_at": 1711471533, + "projects": [ + { + "id": "project-xyz", + "role": "member" + } + ] + } + InviteDeleteResponse: + type: object + properties: + object: + type: string + enum: + - organization.invite.deleted + description: The object type, which is always `organization.invite.deleted` + x-stainless-const: true + id: + type: string + deleted: + type: boolean + required: + - object + - id + - deleted + InviteListResponse: + type: object + properties: + object: + type: string + enum: + - list + description: The object type, which is always `list` + x-stainless-const: true + data: + type: array + items: + $ref: "#/components/schemas/Invite" + first_id: + type: string + description: The first `invite_id` in the retrieved `list` + last_id: + type: string + description: The last `invite_id` in the retrieved `list` + has_more: + type: boolean + description: + The `has_more` property is used for pagination to indicate there + are additional results. + required: + - object + - data + InviteRequest: + type: object + properties: + email: + type: string + description: Send an email to this address + role: + type: string + enum: + - reader + - owner + description: "`owner` or `reader`" + projects: + type: array + description: + An array of projects to which membership is granted at the same + time the org invite is accepted. If omitted, the user will be + invited to the default project for compatibility with legacy + behavior. + items: + type: object + properties: + id: + type: string + description: Project's public ID + role: + type: string + enum: + - member + - owner + description: Project membership role + required: + - id + - role + required: + - email + - role + ListAssistantsResponse: + type: object + properties: + object: + type: string + example: list + data: + type: array + items: + $ref: "#/components/schemas/AssistantObject" + first_id: + type: string + example: asst_abc123 + last_id: + type: string + example: asst_abc456 + has_more: + type: boolean + example: false + required: + - object + - data + - first_id + - last_id + - has_more + x-oaiMeta: + name: List assistants response object + group: chat + example: > + { + "object": "list", + "data": [ + { + "id": "asst_abc123", + "object": "assistant", + "created_at": 1698982736, + "name": "Coding Tutor", + "description": null, + "model": "gpt-4o", + "instructions": "You are a helpful assistant designed to make me better at coding!", + "tools": [], + "tool_resources": {}, + "metadata": {}, + "top_p": 1.0, + "temperature": 1.0, + "response_format": "auto" + }, + { + "id": "asst_abc456", + "object": "assistant", + "created_at": 1698982718, + "name": "My Assistant", + "description": null, + "model": "gpt-4o", + "instructions": "You are a helpful assistant designed to make me better at coding!", + "tools": [], + "tool_resources": {}, + "metadata": {}, + "top_p": 1.0, + "temperature": 1.0, + "response_format": "auto" + }, + { + "id": "asst_abc789", + "object": "assistant", + "created_at": 1698982643, + "name": null, + "description": null, + "model": "gpt-4o", + "instructions": null, + "tools": [], + "tool_resources": {}, + "metadata": {}, + "top_p": 1.0, + "temperature": 1.0, + "response_format": "auto" + } + ], + "first_id": "asst_abc123", + "last_id": "asst_abc789", + "has_more": false + } + ListAuditLogsResponse: + type: object + properties: + object: + type: string + enum: + - list + x-stainless-const: true + data: + type: array + items: + $ref: "#/components/schemas/AuditLog" + first_id: + type: string + example: audit_log-defb456h8dks + last_id: + type: string + example: audit_log-hnbkd8s93s + has_more: + type: boolean + required: + - object + - data + - first_id + - last_id + - has_more + ListBatchesResponse: + type: object + properties: + data: + type: array + items: + $ref: "#/components/schemas/Batch" + first_id: + type: string + example: batch_abc123 + last_id: + type: string + example: batch_abc456 + has_more: + type: boolean + object: + type: string + enum: + - list + x-stainless-const: true + required: + - object + - data + - has_more + ListFilesResponse: + type: object + properties: + object: + type: string + example: list + data: + type: array + items: + $ref: "#/components/schemas/OpenAIFile" + first_id: + type: string + example: file-abc123 + last_id: + type: string + example: file-abc456 + has_more: + type: boolean + example: false + required: + - object + - data + - first_id + - last_id + - has_more + ListFineTuningJobCheckpointsResponse: + type: object + properties: + data: + type: array + items: + $ref: "#/components/schemas/FineTuningJobCheckpoint" + object: + type: string + enum: + - list + x-stainless-const: true + first_id: + type: string + nullable: true + last_id: + type: string + nullable: true + has_more: + type: boolean + required: + - object + - data + - has_more + ListFineTuningJobEventsResponse: + type: object + properties: + data: + type: array + items: + $ref: "#/components/schemas/FineTuningJobEvent" + object: + type: string + enum: + - list + x-stainless-const: true + required: + - object + - data + ListMessagesResponse: + properties: + object: + type: string + example: list + data: + type: array + items: + $ref: "#/components/schemas/MessageObject" + first_id: + type: string + example: msg_abc123 + last_id: + type: string + example: msg_abc123 + has_more: + type: boolean + example: false + required: + - object + - data + - first_id + - last_id + - has_more + ListModelsResponse: + type: object + properties: + object: + type: string + enum: + - list + x-stainless-const: true + data: + type: array + items: + $ref: "#/components/schemas/Model" + required: + - object + - data + ListPaginatedFineTuningJobsResponse: + type: object + properties: + data: + type: array + items: + $ref: "#/components/schemas/FineTuningJob" + has_more: + type: boolean + object: + type: string + enum: + - list + x-stainless-const: true + required: + - object + - data + - has_more + ListRunStepsResponse: + properties: + object: + type: string + example: list + data: + type: array + items: + $ref: "#/components/schemas/RunStepObject" + first_id: + type: string + example: step_abc123 + last_id: + type: string + example: step_abc456 + has_more: + type: boolean + example: false + required: + - object + - data + - first_id + - last_id + - has_more + ListRunsResponse: + type: object + properties: + object: + type: string + example: list + data: + type: array + items: + $ref: "#/components/schemas/RunObject" + first_id: + type: string + example: run_abc123 + last_id: + type: string + example: run_abc456 + has_more: + type: boolean + example: false + required: + - object + - data + - first_id + - last_id + - has_more + ListThreadsResponse: + properties: + object: + type: string + example: list + data: + type: array + items: + $ref: "#/components/schemas/ThreadObject" + first_id: + type: string + example: asst_abc123 + last_id: + type: string + example: asst_abc456 + has_more: + type: boolean + example: false + required: + - object + - data + - first_id + - last_id + - has_more + ListVectorStoreFilesResponse: + properties: + object: + type: string + example: list + data: + type: array + items: + $ref: "#/components/schemas/VectorStoreFileObject" + first_id: + type: string + example: file-abc123 + last_id: + type: string + example: file-abc456 + has_more: + type: boolean + example: false + required: + - object + - data + - first_id + - last_id + - has_more + ListVectorStoresResponse: + properties: + object: + type: string + example: list + data: + type: array + items: + $ref: "#/components/schemas/VectorStoreObject" + first_id: + type: string + example: vs_abc123 + last_id: + type: string + example: vs_abc456 + has_more: + type: boolean + example: false + required: + - object + - data + - first_id + - last_id + - has_more + MessageContentImageFileObject: + title: Image file + type: object + description: References an image [File](/docs/api-reference/files) in the + content of a message. + properties: + type: + description: Always `image_file`. + type: string + enum: + - image_file + x-stainless-const: true + image_file: + type: object + properties: + file_id: + description: + The [File](/docs/api-reference/files) ID of the image in the + message content. Set `purpose="vision"` when uploading the File + if you need to later display the file content. + type: string + detail: + type: string + description: + Specifies the detail level of the image if specified by the user. + `low` uses fewer tokens, you can opt in to high resolution using + `high`. + enum: + - auto + - low + - high + default: auto + required: + - file_id + required: + - type + - image_file + MessageContentImageUrlObject: + title: Image URL + type: object + description: References an image URL in the content of a message. + properties: + type: + type: string + enum: + - image_url + description: The type of the content part. + x-stainless-const: true + image_url: + type: object + properties: + url: + type: string + description: + "The external URL of the image, must be a supported image types: + jpeg, jpg, png, gif, webp." + format: uri + detail: + type: string + description: + Specifies the detail level of the image. `low` uses fewer tokens, + you can opt in to high resolution using `high`. Default value is + `auto` + enum: + - auto + - low + - high + default: auto + required: + - url + required: + - type + - image_url + MessageContentRefusalObject: + title: Refusal + type: object + description: The refusal content generated by the assistant. + properties: + type: + description: Always `refusal`. + type: string + enum: + - refusal + x-stainless-const: true + refusal: + type: string + nullable: false + required: + - type + - refusal + MessageContentTextAnnotationsFileCitationObject: + title: File citation + type: object + description: + A citation within the message that points to a specific quote from + a specific File associated with the assistant or the message. Generated + when the assistant uses the "file_search" tool to search files. + properties: + type: + description: Always `file_citation`. + type: string + enum: + - file_citation + x-stainless-const: true + text: + description: The text in the message content that needs to be replaced. + type: string + file_citation: + type: object + properties: + file_id: + description: The ID of the specific File the citation is from. + type: string + required: + - file_id + start_index: + type: integer + minimum: 0 + end_index: + type: integer + minimum: 0 + required: + - type + - text + - file_citation + - start_index + - end_index + MessageContentTextAnnotationsFilePathObject: + title: File path + type: object + description: + A URL for the file that's generated when the assistant used the + `code_interpreter` tool to generate a file. + properties: + type: + description: Always `file_path`. + type: string + enum: + - file_path + x-stainless-const: true + text: + description: The text in the message content that needs to be replaced. + type: string + file_path: + type: object + properties: + file_id: + description: The ID of the file that was generated. + type: string + required: + - file_id + start_index: + type: integer + minimum: 0 + end_index: + type: integer + minimum: 0 + required: + - type + - text + - file_path + - start_index + - end_index + MessageContentTextObject: + title: Text + type: object + description: The text content that is part of a message. + properties: + type: + description: Always `text`. + type: string + enum: + - text + x-stainless-const: true + text: + type: object + properties: + value: + description: The data that makes up the text. + type: string + annotations: + type: array + items: + oneOf: + - $ref: "#/components/schemas/MessageContentTextAnnotationsFileCitationObject" + - $ref: "#/components/schemas/MessageContentTextAnnotationsFilePathObject" + x-oaiExpandable: true + required: + - value + - annotations + required: + - type + - text + MessageDeltaContentImageFileObject: + title: Image file + type: object + description: References an image [File](/docs/api-reference/files) in the + content of a message. + properties: + index: + type: integer + description: The index of the content part in the message. + type: + description: Always `image_file`. + type: string + enum: + - image_file + x-stainless-const: true + image_file: + type: object + properties: + file_id: + description: + The [File](/docs/api-reference/files) ID of the image in the + message content. Set `purpose="vision"` when uploading the File + if you need to later display the file content. + type: string + detail: + type: string + description: + Specifies the detail level of the image if specified by the user. + `low` uses fewer tokens, you can opt in to high resolution using + `high`. + enum: + - auto + - low + - high + default: auto + required: + - index + - type + MessageDeltaContentImageUrlObject: + title: Image URL + type: object + description: References an image URL in the content of a message. + properties: + index: + type: integer + description: The index of the content part in the message. + type: + description: Always `image_url`. + type: string + enum: + - image_url + x-stainless-const: true + image_url: + type: object + properties: + url: + description: + "The URL of the image, must be a supported image types: jpeg, jpg, + png, gif, webp." + type: string + detail: + type: string + description: + Specifies the detail level of the image. `low` uses fewer tokens, + you can opt in to high resolution using `high`. + enum: + - auto + - low + - high + default: auto + required: + - index + - type + MessageDeltaContentRefusalObject: + title: Refusal + type: object + description: The refusal content that is part of a message. + properties: + index: + type: integer + description: The index of the refusal part in the message. + type: + description: Always `refusal`. + type: string + enum: + - refusal + x-stainless-const: true + refusal: + type: string + required: + - index + - type + MessageDeltaContentTextAnnotationsFileCitationObject: + title: File citation + type: object + description: + A citation within the message that points to a specific quote from + a specific File associated with the assistant or the message. Generated + when the assistant uses the "file_search" tool to search files. + properties: + index: + type: integer + description: The index of the annotation in the text content part. + type: + description: Always `file_citation`. + type: string + enum: + - file_citation + x-stainless-const: true + text: + description: The text in the message content that needs to be replaced. + type: string + file_citation: + type: object + properties: + file_id: + description: The ID of the specific File the citation is from. + type: string + quote: + description: The specific quote in the file. + type: string + start_index: + type: integer + minimum: 0 + end_index: + type: integer + minimum: 0 + required: + - index + - type + MessageDeltaContentTextAnnotationsFilePathObject: + title: File path + type: object + description: + A URL for the file that's generated when the assistant used the + `code_interpreter` tool to generate a file. + properties: + index: + type: integer + description: The index of the annotation in the text content part. + type: + description: Always `file_path`. + type: string + enum: + - file_path + x-stainless-const: true + text: + description: The text in the message content that needs to be replaced. + type: string + file_path: + type: object + properties: + file_id: + description: The ID of the file that was generated. + type: string + start_index: + type: integer + minimum: 0 + end_index: + type: integer + minimum: 0 + required: + - index + - type + MessageDeltaContentTextObject: + title: Text + type: object + description: The text content that is part of a message. + properties: + index: + type: integer + description: The index of the content part in the message. + type: + description: Always `text`. + type: string + enum: + - text + x-stainless-const: true + text: + type: object + properties: + value: + description: The data that makes up the text. + type: string + annotations: + type: array + items: + oneOf: + - $ref: + "#/components/schemas/MessageDeltaContentTextAnnotationsFileCitationObjec\ + t" + - $ref: "#/components/schemas/MessageDeltaContentTextAnnotationsFilePathObject" + x-oaiExpandable: true + required: + - index + - type + MessageDeltaObject: + type: object + title: Message delta object + description: > + Represents a message delta i.e. any changed fields on a message during + streaming. + properties: + id: + description: + The identifier of the message, which can be referenced in API + endpoints. + type: string + object: + description: The object type, which is always `thread.message.delta`. + type: string + enum: + - thread.message.delta + x-stainless-const: true + delta: + description: The delta containing the fields that have changed on the Message. + type: object + properties: + role: + description: The entity that produced the message. One of `user` or `assistant`. + type: string + enum: + - user + - assistant + content: + description: The content of the message in array of text and/or images. + type: array + items: + oneOf: + - $ref: "#/components/schemas/MessageDeltaContentImageFileObject" + - $ref: "#/components/schemas/MessageDeltaContentTextObject" + - $ref: "#/components/schemas/MessageDeltaContentRefusalObject" + - $ref: "#/components/schemas/MessageDeltaContentImageUrlObject" + x-oaiExpandable: true + required: + - id + - object + - delta + x-oaiMeta: + name: The message delta object + beta: true + example: | + { + "id": "msg_123", + "object": "thread.message.delta", + "delta": { + "content": [ + { + "index": 0, + "type": "text", + "text": { "value": "Hello", "annotations": [] } + } + ] + } + } + MessageObject: + type: object + title: The message object + description: Represents a message within a [thread](/docs/api-reference/threads). + properties: + id: + description: The identifier, which can be referenced in API endpoints. + type: string + object: + description: The object type, which is always `thread.message`. + type: string + enum: + - thread.message + x-stainless-const: true + created_at: + description: The Unix timestamp (in seconds) for when the message was created. + type: integer + thread_id: + description: + The [thread](/docs/api-reference/threads) ID that this message + belongs to. + type: string + status: + description: + The status of the message, which can be either `in_progress`, + `incomplete`, or `completed`. + type: string + enum: + - in_progress + - incomplete + - completed + incomplete_details: + description: + On an incomplete message, details about why the message is + incomplete. + type: object + properties: + reason: + type: string + description: The reason the message is incomplete. + enum: + - content_filter + - max_tokens + - run_cancelled + - run_expired + - run_failed + nullable: true + required: + - reason + completed_at: + description: The Unix timestamp (in seconds) for when the message was completed. + type: integer + nullable: true + incomplete_at: + description: + The Unix timestamp (in seconds) for when the message was marked as + incomplete. + type: integer + nullable: true + role: + description: The entity that produced the message. One of `user` or `assistant`. + type: string + enum: + - user + - assistant + content: + description: The content of the message in array of text and/or images. + type: array + items: + oneOf: + - $ref: "#/components/schemas/MessageContentImageFileObject" + - $ref: "#/components/schemas/MessageContentImageUrlObject" + - $ref: "#/components/schemas/MessageContentTextObject" + - $ref: "#/components/schemas/MessageContentRefusalObject" + x-oaiExpandable: true + assistant_id: + description: If applicable, the ID of the + [assistant](/docs/api-reference/assistants) that authored this + message. + type: string + nullable: true + run_id: + description: + The ID of the [run](/docs/api-reference/runs) associated with the + creation of this message. Value is `null` when messages are created + manually using the create message or create thread endpoints. + type: string + nullable: true + attachments: + type: array + items: + type: object + properties: + file_id: + type: string + description: The ID of the file to attach to the message. + tools: + description: The tools to add this file to. + type: array + items: + oneOf: + - $ref: "#/components/schemas/AssistantToolsCode" + - $ref: "#/components/schemas/AssistantToolsFileSearchTypeOnly" + x-oaiExpandable: true + description: + A list of files attached to the message, and the tools they were + added to. + nullable: true + metadata: + $ref: "#/components/schemas/Metadata" + required: + - id + - object + - created_at + - thread_id + - status + - incomplete_details + - completed_at + - incomplete_at + - role + - content + - assistant_id + - run_id + - attachments + - metadata + x-oaiMeta: + name: The message object + beta: true + example: | + { + "id": "msg_abc123", + "object": "thread.message", + "created_at": 1698983503, + "thread_id": "thread_abc123", + "role": "assistant", + "content": [ + { + "type": "text", + "text": { + "value": "Hi! How can I help you today?", + "annotations": [] + } + } + ], + "assistant_id": "asst_abc123", + "run_id": "run_abc123", + "attachments": [], + "metadata": {} + } + MessageRequestContentTextObject: + title: Text + type: object + description: The text content that is part of a message. + properties: + type: + description: Always `text`. + type: string + enum: + - text + x-stainless-const: true + text: + type: string + description: Text content to be sent to the model + required: + - type + - text + MessageStreamEvent: + oneOf: + - type: object + properties: + event: + type: string + enum: + - thread.message.created + x-stainless-const: true + data: + $ref: "#/components/schemas/MessageObject" + required: + - event + - data + description: + Occurs when a [message](/docs/api-reference/messages/object) is + created. + x-oaiMeta: + dataDescription: "`data` is a [message](/docs/api-reference/messages/object)" + - type: object + properties: + event: + type: string + enum: + - thread.message.in_progress + x-stainless-const: true + data: + $ref: "#/components/schemas/MessageObject" + required: + - event + - data + description: + Occurs when a [message](/docs/api-reference/messages/object) moves + to an `in_progress` state. + x-oaiMeta: + dataDescription: "`data` is a [message](/docs/api-reference/messages/object)" + - type: object + properties: + event: + type: string + enum: + - thread.message.delta + x-stainless-const: true + data: + $ref: "#/components/schemas/MessageDeltaObject" + required: + - event + - data + description: Occurs when parts of a + [Message](/docs/api-reference/messages/object) are being streamed. + x-oaiMeta: + dataDescription: "`data` is a [message + delta](/docs/api-reference/assistants-streaming/message-delta-obj\ + ect)" + - type: object + properties: + event: + type: string + enum: + - thread.message.completed + x-stainless-const: true + data: + $ref: "#/components/schemas/MessageObject" + required: + - event + - data + description: + Occurs when a [message](/docs/api-reference/messages/object) is + completed. + x-oaiMeta: + dataDescription: "`data` is a [message](/docs/api-reference/messages/object)" + - type: object + properties: + event: + type: string + enum: + - thread.message.incomplete + x-stainless-const: true + data: + $ref: "#/components/schemas/MessageObject" + required: + - event + - data + description: + Occurs when a [message](/docs/api-reference/messages/object) ends + before it is completed. + x-oaiMeta: + dataDescription: "`data` is a [message](/docs/api-reference/messages/object)" + Metadata: + type: object + description: > + Set of 16 key-value pairs that can be attached to an object. This can be + + useful for storing additional information about the object in a + structured + + format, and querying for objects via API or the dashboard. + + + Keys are strings with a maximum length of 64 characters. Values are + strings + + with a maximum length of 512 characters. + additionalProperties: + type: string + x-oaiTypeLabel: map + nullable: true + Model: + title: Model + description: Describes an OpenAI model offering that can be used with the API. + properties: + id: + type: string + description: The model identifier, which can be referenced in the API endpoints. + created: + type: integer + description: The Unix timestamp (in seconds) when the model was created. + object: + type: string + description: The object type, which is always "model". + enum: + - model + x-stainless-const: true + owned_by: + type: string + description: The organization that owns the model. + required: + - id + - object + - created + - owned_by + x-oaiMeta: + name: The model object + example: | + { + "id": "VAR_chat_model_id", + "object": "model", + "created": 1686935002, + "owned_by": "openai" + } + ModifyAssistantRequest: + type: object + additionalProperties: false + properties: + model: + description: > + ID of the model to use. You can use the [List + models](/docs/api-reference/models/list) API to see all of your + available models, or see our [Model overview](/docs/models) for + descriptions of them. + anyOf: + - type: string + name: + description: | + The name of the assistant. The maximum length is 256 characters. + type: string + nullable: true + maxLength: 256 + description: + description: > + The description of the assistant. The maximum length is 512 + characters. + type: string + nullable: true + maxLength: 512 + instructions: + description: > + The system instructions that the assistant uses. The maximum length + is 256,000 characters. + type: string + nullable: true + maxLength: 256000 + tools: + description: > + A list of tool enabled on the assistant. There can be a maximum of + 128 tools per assistant. Tools can be of types `code_interpreter`, + `file_search`, or `function`. + default: [] + type: array + maxItems: 128 + items: + oneOf: + - $ref: "#/components/schemas/AssistantToolsCode" + - $ref: "#/components/schemas/AssistantToolsFileSearch" + - $ref: "#/components/schemas/AssistantToolsFunction" + x-oaiExpandable: true + tool_resources: + type: object + description: > + A set of resources that are used by the assistant's tools. The + resources are specific to the type of tool. For example, the + `code_interpreter` tool requires a list of file IDs, while the + `file_search` tool requires a list of vector store IDs. + properties: + code_interpreter: + type: object + properties: + file_ids: + type: array + description: > + Overrides the list of [file](/docs/api-reference/files) IDs + made available to the `code_interpreter` tool. There can be + a maximum of 20 files associated with the tool. + default: [] + maxItems: 20 + items: + type: string + file_search: + type: object + properties: + vector_store_ids: + type: array + description: > + Overrides the [vector + store](/docs/api-reference/vector-stores/object) attached to + this assistant. There can be a maximum of 1 vector store + attached to the assistant. + maxItems: 1 + items: + type: string + nullable: true + metadata: + $ref: "#/components/schemas/Metadata" + temperature: + description: > + What sampling temperature to use, between 0 and 2. Higher values + like 0.8 will make the output more random, while lower values like + 0.2 will make it more focused and deterministic. + type: number + minimum: 0 + maximum: 2 + default: 1 + example: 1 + nullable: true + top_p: + type: number + minimum: 0 + maximum: 1 + default: 1 + example: 1 + nullable: true + description: > + An alternative to sampling with temperature, called nucleus + sampling, where the model considers the results of the tokens with + top_p probability mass. So 0.1 means only the tokens comprising the + top 10% probability mass are considered. + + + We generally recommend altering this or temperature but not both. + response_format: + allOf: + - $ref: "#/components/schemas/AssistantsApiResponseFormatOption" + - nullable: true + ModifyMessageRequest: + type: object + additionalProperties: false + properties: + metadata: + $ref: "#/components/schemas/Metadata" + ModifyRunRequest: + type: object + additionalProperties: false + properties: + metadata: + $ref: "#/components/schemas/Metadata" + ModifyThreadRequest: + type: object + additionalProperties: false + properties: + tool_resources: + type: object + description: > + A set of resources that are made available to the assistant's tools + in this thread. The resources are specific to the type of tool. For + example, the `code_interpreter` tool requires a list of file IDs, + while the `file_search` tool requires a list of vector store IDs. + properties: + code_interpreter: + type: object + properties: + file_ids: + type: array + description: > + A list of [file](/docs/api-reference/files) IDs made + available to the `code_interpreter` tool. There can be a + maximum of 20 files associated with the tool. + default: [] + maxItems: 20 + items: + type: string + file_search: + type: object + properties: + vector_store_ids: + type: array + description: > + The [vector store](/docs/api-reference/vector-stores/object) + attached to this thread. There can be a maximum of 1 vector + store attached to the thread. + maxItems: 1 + items: + type: string + nullable: true + metadata: + $ref: "#/components/schemas/Metadata" + OpenAIFile: + title: OpenAIFile + description: The `File` object represents a document that has been uploaded to OpenAI. + properties: + id: + type: string + description: The file identifier, which can be referenced in the API endpoints. + bytes: + type: integer + description: The size of the file, in bytes. + created_at: + type: integer + description: The Unix timestamp (in seconds) for when the file was created. + filename: + type: string + description: The name of the file. + object: + type: string + description: The object type, which is always `file`. + enum: + - file + x-stainless-const: true + purpose: + type: string + description: The intended purpose of the file. Supported values are + `assistants`, `assistants_output`, `batch`, `batch_output`, + `fine-tune`, `fine-tune-results` and `vision`. + enum: + - assistants + - assistants_output + - batch + - batch_output + - fine-tune + - fine-tune-results + - vision + status: + type: string + deprecated: true + description: + Deprecated. The current status of the file, which can be either + `uploaded`, `processed`, or `error`. + enum: + - uploaded + - processed + - error + status_details: + type: string + deprecated: true + description: + Deprecated. For details on why a fine-tuning training file failed + validation, see the `error` field on `fine_tuning.job`. + required: + - id + - object + - bytes + - created_at + - filename + - purpose + - status + x-oaiMeta: + name: The file object + example: | + { + "id": "file-abc123", + "object": "file", + "bytes": 120000, + "created_at": 1677610602, + "filename": "salesOverview.pdf", + "purpose": "assistants", + } + OtherChunkingStrategyResponseParam: + type: object + title: Other Chunking Strategy + description: + This is returned when the chunking strategy is unknown. Typically, + this is because the file was indexed before the `chunking_strategy` + concept was introduced in the API. + additionalProperties: false + properties: + type: + type: string + description: Always `other`. + enum: + - other + x-stainless-const: true + required: + - type + ParallelToolCalls: + description: Whether to enable [parallel function + calling](/docs/guides/function-calling#configuring-parallel-function-calling) + during tool use. + type: boolean + default: true + PredictionContent: + type: object + title: Static Content + description: > + Static predicted output content, such as the content of a text file that + is + + being regenerated. + required: + - type + - content + properties: + type: + type: string + enum: + - content + description: | + The type of the predicted content you want to provide. This type is + currently always `content`. + x-stainless-const: true + content: + x-oaiExpandable: true + description: > + The content that should be matched when generating a model response. + + If generated tokens would match this content, the entire model + response + + can be returned much more quickly. + oneOf: + - type: string + title: Text content + description: | + The content used for a Predicted Output. This is often the + text of a file you are regenerating with minor changes. + - type: array + description: + An array of content parts with a defined type. Supported options + differ based on the [model](/docs/models) being used to generate + the response. Can contain text inputs. + title: Array of content parts + items: + $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartText" + minItems: 1 + Project: + type: object + description: Represents an individual project. + properties: + id: + type: string + description: The identifier, which can be referenced in API endpoints + object: + type: string + enum: + - organization.project + description: The object type, which is always `organization.project` + x-stainless-const: true + name: + type: string + description: The name of the project. This appears in reporting. + created_at: + type: integer + description: The Unix timestamp (in seconds) of when the project was created. + archived_at: + type: integer + nullable: true + description: + The Unix timestamp (in seconds) of when the project was archived or + `null`. + status: + type: string + enum: + - active + - archived + description: "`active` or `archived`" + required: + - id + - object + - name + - created_at + - status + x-oaiMeta: + name: The project object + example: | + { + "id": "proj_abc", + "object": "organization.project", + "name": "Project example", + "created_at": 1711471533, + "archived_at": null, + "status": "active" + } + ProjectApiKey: + type: object + description: Represents an individual API key in a project. + properties: + object: + type: string + enum: + - organization.project.api_key + description: The object type, which is always `organization.project.api_key` + x-stainless-const: true + redacted_value: + type: string + description: The redacted value of the API key + name: + type: string + description: The name of the API key + created_at: + type: integer + description: The Unix timestamp (in seconds) of when the API key was created + id: + type: string + description: The identifier, which can be referenced in API endpoints + owner: + type: object + properties: + type: + type: string + enum: + - user + - service_account + description: "`user` or `service_account`" + user: + $ref: "#/components/schemas/ProjectUser" + service_account: + $ref: "#/components/schemas/ProjectServiceAccount" + required: + - object + - redacted_value + - name + - created_at + - id + - owner + x-oaiMeta: + name: The project API key object + example: | + { + "object": "organization.project.api_key", + "redacted_value": "sk-abc...def", + "name": "My API Key", + "created_at": 1711471533, + "id": "key_abc", + "owner": { + "type": "user", + "user": { + "object": "organization.project.user", + "id": "user_abc", + "name": "First Last", + "email": "user@example.com", + "role": "owner", + "created_at": 1711471533 + } + } + } + ProjectApiKeyDeleteResponse: + type: object + properties: + object: + type: string + enum: + - organization.project.api_key.deleted + x-stainless-const: true + id: + type: string + deleted: + type: boolean + required: + - object + - id + - deleted + ProjectApiKeyListResponse: + type: object + properties: + object: + type: string + enum: + - list + x-stainless-const: true + data: + type: array + items: + $ref: "#/components/schemas/ProjectApiKey" + first_id: + type: string + last_id: + type: string + has_more: + type: boolean + required: + - object + - data + - first_id + - last_id + - has_more + ProjectCreateRequest: + type: object + properties: + name: + type: string + description: The friendly name of the project, this name appears in reports. + required: + - name + ProjectListResponse: + type: object + properties: + object: + type: string + enum: + - list + x-stainless-const: true + data: + type: array + items: + $ref: "#/components/schemas/Project" + first_id: + type: string + last_id: + type: string + has_more: + type: boolean + required: + - object + - data + - first_id + - last_id + - has_more + ProjectRateLimit: + type: object + description: Represents a project rate limit config. + properties: + object: + type: string + enum: + - project.rate_limit + description: The object type, which is always `project.rate_limit` + x-stainless-const: true + id: + type: string + description: The identifier, which can be referenced in API endpoints. + model: + type: string + description: The model this rate limit applies to. + max_requests_per_1_minute: + type: integer + description: The maximum requests per minute. + max_tokens_per_1_minute: + type: integer + description: The maximum tokens per minute. + max_images_per_1_minute: + type: integer + description: The maximum images per minute. Only present for relevant models. + max_audio_megabytes_per_1_minute: + type: integer + description: + The maximum audio megabytes per minute. Only present for relevant + models. + max_requests_per_1_day: + type: integer + description: The maximum requests per day. Only present for relevant models. + batch_1_day_max_input_tokens: + type: integer + description: + The maximum batch input tokens per day. Only present for relevant + models. + required: + - object + - id + - model + - max_requests_per_1_minute + - max_tokens_per_1_minute + x-oaiMeta: + name: The project rate limit object + example: | + { + "object": "project.rate_limit", + "id": "rl_ada", + "model": "ada", + "max_requests_per_1_minute": 600, + "max_tokens_per_1_minute": 150000, + "max_images_per_1_minute": 10 + } + ProjectRateLimitListResponse: + type: object + properties: + object: + type: string + enum: + - list + x-stainless-const: true + data: + type: array + items: + $ref: "#/components/schemas/ProjectRateLimit" + first_id: + type: string + last_id: + type: string + has_more: + type: boolean + required: + - object + - data + - first_id + - last_id + - has_more + ProjectRateLimitUpdateRequest: + type: object + properties: + max_requests_per_1_minute: + type: integer + description: The maximum requests per minute. + max_tokens_per_1_minute: + type: integer + description: The maximum tokens per minute. + max_images_per_1_minute: + type: integer + description: The maximum images per minute. Only relevant for certain models. + max_audio_megabytes_per_1_minute: + type: integer + description: + The maximum audio megabytes per minute. Only relevant for certain + models. + max_requests_per_1_day: + type: integer + description: The maximum requests per day. Only relevant for certain models. + batch_1_day_max_input_tokens: + type: integer + description: + The maximum batch input tokens per day. Only relevant for certain + models. + ProjectServiceAccount: + type: object + description: Represents an individual service account in a project. + properties: + object: + type: string + enum: + - organization.project.service_account + description: The object type, which is always + `organization.project.service_account` + x-stainless-const: true + id: + type: string + description: The identifier, which can be referenced in API endpoints + name: + type: string + description: The name of the service account + role: + type: string + enum: + - owner + - member + description: "`owner` or `member`" + created_at: + type: integer + description: + The Unix timestamp (in seconds) of when the service account was + created + required: + - object + - id + - name + - role + - created_at + x-oaiMeta: + name: The project service account object + example: | + { + "object": "organization.project.service_account", + "id": "svc_acct_abc", + "name": "Service Account", + "role": "owner", + "created_at": 1711471533 + } + ProjectServiceAccountApiKey: + type: object + properties: + object: + type: string + enum: + - organization.project.service_account.api_key + description: The object type, which is always + `organization.project.service_account.api_key` + x-stainless-const: true + value: + type: string + name: + type: string + created_at: + type: integer + id: + type: string + required: + - object + - value + - name + - created_at + - id + ProjectServiceAccountCreateRequest: + type: object + properties: + name: + type: string + description: The name of the service account being created. + required: + - name + ProjectServiceAccountCreateResponse: + type: object + properties: + object: + type: string + enum: + - organization.project.service_account + x-stainless-const: true + id: + type: string + name: + type: string + role: + type: string + enum: + - member + description: Service accounts can only have one role of type `member` + x-stainless-const: true + created_at: + type: integer + api_key: + $ref: "#/components/schemas/ProjectServiceAccountApiKey" + required: + - object + - id + - name + - role + - created_at + - api_key + ProjectServiceAccountDeleteResponse: + type: object + properties: + object: + type: string + enum: + - organization.project.service_account.deleted + x-stainless-const: true + id: + type: string + deleted: + type: boolean + required: + - object + - id + - deleted + ProjectServiceAccountListResponse: + type: object + properties: + object: + type: string + enum: + - list + x-stainless-const: true + data: + type: array + items: + $ref: "#/components/schemas/ProjectServiceAccount" + first_id: + type: string + last_id: + type: string + has_more: + type: boolean + required: + - object + - data + - first_id + - last_id + - has_more + ProjectUpdateRequest: + type: object + properties: + name: + type: string + description: The updated name of the project, this name appears in reports. + required: + - name + ProjectUser: + type: object + description: Represents an individual user in a project. + properties: + object: + type: string + enum: + - organization.project.user + description: The object type, which is always `organization.project.user` + x-stainless-const: true + id: + type: string + description: The identifier, which can be referenced in API endpoints + name: + type: string + description: The name of the user + email: + type: string + description: The email address of the user + role: + type: string + enum: + - owner + - member + description: "`owner` or `member`" + added_at: + type: integer + description: The Unix timestamp (in seconds) of when the project was added. + required: + - object + - id + - name + - email + - role + - added_at + x-oaiMeta: + name: The project user object + example: | + { + "object": "organization.project.user", + "id": "user_abc", + "name": "First Last", + "email": "user@example.com", + "role": "owner", + "added_at": 1711471533 + } + ProjectUserCreateRequest: + type: object + properties: + user_id: + type: string + description: The ID of the user. + role: + type: string + enum: + - owner + - member + description: "`owner` or `member`" + required: + - user_id + - role + ProjectUserDeleteResponse: + type: object + properties: + object: + type: string + enum: + - organization.project.user.deleted + x-stainless-const: true + id: + type: string + deleted: + type: boolean + required: + - object + - id + - deleted + ProjectUserListResponse: + type: object + properties: + object: + type: string + data: + type: array + items: + $ref: "#/components/schemas/ProjectUser" + first_id: + type: string + last_id: + type: string + has_more: + type: boolean + required: + - object + - data + - first_id + - last_id + - has_more + ProjectUserUpdateRequest: + type: object + properties: + role: + type: string + enum: + - owner + - member + description: "`owner` or `member`" + required: + - role + RealtimeClientEventConversationItemCreate: + type: object + description: > + Add a new Item to the Conversation's context, including messages, + function + + calls, and function call responses. This event can be used both to + populate a + + "history" of the conversation and to add new items mid-stream, but has + the + + current limitation that it cannot populate assistant audio messages. + + + If successful, the server will respond with a + `conversation.item.created` + + event, otherwise an `error` event will be sent. + properties: + event_id: + type: string + description: Optional client-generated ID used to identify this event. + type: + type: string + enum: + - conversation.item.create + description: The event type, must be `conversation.item.create`. + x-stainless-const: true + previous_item_id: + type: string + description: > + The ID of the preceding item after which the new item will be + inserted. + + If not set, the new item will be appended to the end of the + conversation. + + If set to `root`, the new item will be added to the beginning of the + conversation. + + If set to an existing ID, it allows an item to be inserted + mid-conversation. If the + + ID cannot be found, an error will be returned and the item will not + be added. + item: + $ref: "#/components/schemas/RealtimeConversationItem" + required: + - type + - item + x-oaiMeta: + name: conversation.item.create + group: realtime + example: | + { + "event_id": "event_345", + "type": "conversation.item.create", + "previous_item_id": null, + "item": { + "id": "msg_001", + "type": "message", + "role": "user", + "content": [ + { + "type": "input_text", + "text": "Hello, how are you?" + } + ] + } + } + RealtimeClientEventConversationItemDelete: + type: object + description: > + Send this event when you want to remove any item from the conversation + + history. The server will respond with a `conversation.item.deleted` + event, + + unless the item does not exist in the conversation history, in which + case the + + server will respond with an error. + properties: + event_id: + type: string + description: Optional client-generated ID used to identify this event. + type: + type: string + enum: + - conversation.item.delete + description: The event type, must be `conversation.item.delete`. + x-stainless-const: true + item_id: + type: string + description: The ID of the item to delete. + required: + - type + - item_id + x-oaiMeta: + name: conversation.item.delete + group: realtime + example: | + { + "event_id": "event_901", + "type": "conversation.item.delete", + "item_id": "msg_003" + } + RealtimeClientEventConversationItemTruncate: + type: object + description: > + Send this event to truncate a previous assistant message’s audio. The + server + + will produce audio faster than realtime, so this event is useful when + the user + + interrupts to truncate audio that has already been sent to the client + but not + + yet played. This will synchronize the server's understanding of the + audio with + + the client's playback. + + + Truncating audio will delete the server-side text transcript to ensure + there + + is not text in the context that hasn't been heard by the user. + + + If successful, the server will respond with a + `conversation.item.truncated` + + event. + properties: + event_id: + type: string + description: Optional client-generated ID used to identify this event. + type: + type: string + enum: + - conversation.item.truncate + description: The event type, must be `conversation.item.truncate`. + x-stainless-const: true + item_id: + type: string + description: > + The ID of the assistant message item to truncate. Only assistant + message + + items can be truncated. + content_index: + type: integer + description: The index of the content part to truncate. Set this to 0. + audio_end_ms: + type: integer + description: > + Inclusive duration up to which audio is truncated, in milliseconds. + If + + the audio_end_ms is greater than the actual audio duration, the + server + + will respond with an error. + required: + - type + - item_id + - content_index + - audio_end_ms + x-oaiMeta: + name: conversation.item.truncate + group: realtime + example: | + { + "event_id": "event_678", + "type": "conversation.item.truncate", + "item_id": "msg_002", + "content_index": 0, + "audio_end_ms": 1500 + } + RealtimeClientEventInputAudioBufferAppend: + type: object + description: > + Send this event to append audio bytes to the input audio buffer. The + audio + + buffer is temporary storage you can write to and later commit. In Server + VAD + + mode, the audio buffer is used to detect speech and the server will + decide + + when to commit. When Server VAD is disabled, you must commit the audio + buffer + + manually. + + + The client may choose how much audio to place in each event up to a + maximum + + of 15 MiB, for example streaming smaller chunks from the client may + allow the + + VAD to be more responsive. Unlike made other client events, the server + will + + not send a confirmation response to this event. + properties: + event_id: + type: string + description: Optional client-generated ID used to identify this event. + type: + type: string + enum: + - input_audio_buffer.append + description: The event type, must be `input_audio_buffer.append`. + x-stainless-const: true + audio: + type: string + description: > + Base64-encoded audio bytes. This must be in the format specified by + the + + `input_audio_format` field in the session configuration. + required: + - type + - audio + x-oaiMeta: + name: input_audio_buffer.append + group: realtime + example: | + { + "event_id": "event_456", + "type": "input_audio_buffer.append", + "audio": "Base64EncodedAudioData" + } + RealtimeClientEventInputAudioBufferClear: + type: object + description: | + Send this event to clear the audio bytes in the buffer. The server will + respond with an `input_audio_buffer.cleared` event. + properties: + event_id: + type: string + description: Optional client-generated ID used to identify this event. + type: + type: string + enum: + - input_audio_buffer.clear + description: The event type, must be `input_audio_buffer.clear`. + x-stainless-const: true + required: + - type + x-oaiMeta: + name: input_audio_buffer.clear + group: realtime + example: | + { + "event_id": "event_012", + "type": "input_audio_buffer.clear" + } + RealtimeClientEventInputAudioBufferCommit: + type: object + description: > + Send this event to commit the user input audio buffer, which will create + a + + new user message item in the conversation. This event will produce an + error + + if the input audio buffer is empty. When in Server VAD mode, the client + does + + not need to send this event, the server will commit the audio buffer + + automatically. + + + Committing the input audio buffer will trigger input audio + transcription + + (if enabled in session configuration), but it will not create a + response + + from the model. The server will respond with an + `input_audio_buffer.committed` + + event. + properties: + event_id: + type: string + description: Optional client-generated ID used to identify this event. + type: + type: string + enum: + - input_audio_buffer.commit + description: The event type, must be `input_audio_buffer.commit`. + x-stainless-const: true + required: + - type + x-oaiMeta: + name: input_audio_buffer.commit + group: realtime + example: | + { + "event_id": "event_789", + "type": "input_audio_buffer.commit" + } + RealtimeClientEventResponseCancel: + type: object + description: > + Send this event to cancel an in-progress response. The server will + respond + + with a `response.cancelled` event or an error if there is no response + to + + cancel. + properties: + event_id: + type: string + description: Optional client-generated ID used to identify this event. + type: + type: string + enum: + - response.cancel + description: The event type, must be `response.cancel`. + x-stainless-const: true + response_id: + type: string + description: | + A specific response ID to cancel - if not provided, will cancel an + in-progress response in the default conversation. + required: + - type + x-oaiMeta: + name: response.cancel + group: realtime + example: | + { + "event_id": "event_567", + "type": "response.cancel" + } + RealtimeClientEventResponseCreate: + type: object + description: > + This event instructs the server to create a Response, which means + triggering + + model inference. When in Server VAD mode, the server will create + Responses + + automatically. + + + A Response will include at least one Item, and may have two, in which + case + + the second will be a function call. These Items will be appended to the + + conversation history. + + + The server will respond with a `response.created` event, events for + Items + + and content created, and finally a `response.done` event to indicate + the + + Response is complete. + + + The `response.create` event includes inference configuration like + + `instructions`, and `temperature`. These fields will override the + Session's + + configuration for this Response only. + properties: + event_id: + type: string + description: Optional client-generated ID used to identify this event. + type: + type: string + enum: + - response.create + description: The event type, must be `response.create`. + x-stainless-const: true + response: + $ref: "#/components/schemas/RealtimeResponseCreateParams" + required: + - type + x-oaiMeta: + name: response.create + group: realtime + example: | + { + "event_id": "event_234", + "type": "response.create", + "response": { + "modalities": ["text", "audio"], + "instructions": "Please assist the user.", + "voice": "sage", + "output_audio_format": "pcm16", + "tools": [ + { + "type": "function", + "name": "calculate_sum", + "description": "Calculates the sum of two numbers.", + "parameters": { + "type": "object", + "properties": { + "a": { "type": "number" }, + "b": { "type": "number" } + }, + "required": ["a", "b"] + } + } + ], + "tool_choice": "auto", + "temperature": 0.8, + "max_output_tokens": 1024 + } + } + RealtimeClientEventSessionUpdate: + type: object + description: > + Send this event to update the session’s default configuration. The + client may + + send this event at any time to update the session configuration, and + any + + field may be updated at any time, except for "voice". The server will + respond + + with a `session.updated` event that shows the full effective + configuration. + + Only fields that are present are updated, thus the correct way to clear + a + + field like "instructions" is to pass an empty string. + properties: + event_id: + type: string + description: Optional client-generated ID used to identify this event. + type: + type: string + enum: + - session.update + description: The event type, must be `session.update`. + x-stainless-const: true + session: + $ref: "#/components/schemas/RealtimeSessionCreateRequest" + required: + - type + - session + x-oaiMeta: + name: session.update + group: realtime + example: | + { + "event_id": "event_123", + "type": "session.update", + "session": { + "modalities": ["text", "audio"], + "instructions": "You are a helpful assistant.", + "voice": "sage", + "input_audio_format": "pcm16", + "output_audio_format": "pcm16", + "input_audio_transcription": { + "model": "whisper-1" + }, + "turn_detection": { + "type": "server_vad", + "threshold": 0.5, + "prefix_padding_ms": 300, + "silence_duration_ms": 500, + "create_response": true + }, + "tools": [ + { + "type": "function", + "name": "get_weather", + "description": "Get the current weather...", + "parameters": { + "type": "object", + "properties": { + "location": { "type": "string" } + }, + "required": ["location"] + } + } + ], + "tool_choice": "auto", + "temperature": 0.8, + "max_response_output_tokens": "inf" + } + } + RealtimeConversationItem: + type: object + x-oaiExpandable: true + description: The item to add to the conversation. + properties: + id: + type: string + description: > + The unique ID of the item, this can be generated by the client to + help + + manage server-side context, but is not required because the server + will + + generate one if not provided. + type: + type: string + enum: + - message + - function_call + - function_call_output + description: > + The type of the item (`message`, `function_call`, + `function_call_output`). + object: + type: string + enum: + - realtime.item + description: > + Identifier for the API object being returned - always + `realtime.item`. + x-stainless-const: true + status: + type: string + enum: + - completed + - incomplete + description: > + The status of the item (`completed`, `incomplete`). These have no + effect + + on the conversation, but are accepted for consistency with the + + `conversation.item.created` event. + role: + type: string + enum: + - user + - assistant + - system + description: > + The role of the message sender (`user`, `assistant`, `system`), + only + + applicable for `message` items. + content: + type: array + x-oaiExpandable: true + description: > + The content of the message, applicable for `message` items. + + - Message items of role `system` support only `input_text` content + + - Message items of role `user` support `input_text` and + `input_audio` + content + - Message items of role `assistant` support `text` content. + items: + type: object + x-oaiExpandable: true + properties: + type: + type: string + enum: + - input_audio + - input_text + - item_reference + - text + description: > + The content type (`input_text`, `input_audio`, + `item_reference`, `text`). + text: + type: string + description: > + The text content, used for `input_text` and `text` content + types. + id: + type: string + description: > + ID of a previous conversation item to reference (for + `item_reference` + + content types in `response.create` events). These can + reference both + + client and server created items. + audio: + type: string + description: > + Base64-encoded audio bytes, used for `input_audio` content + type. + transcript: + type: string + description: > + The transcript of the audio, used for `input_audio` content + type. + call_id: + type: string + description: > + The ID of the function call (for `function_call` and + + `function_call_output` items). If passed on a + `function_call_output` + + item, the server will check that a `function_call` item with the + same + + ID exists in the conversation history. + name: + type: string + description: | + The name of the function being called (for `function_call` items). + arguments: + type: string + description: | + The arguments of the function call (for `function_call` items). + output: + type: string + description: | + The output of the function call (for `function_call_output` items). + RealtimeConversationItemWithReference: + type: object + x-oaiExpandable: true + description: The item to add to the conversation. + properties: + id: + type: string + description: > + For an item of type (`message` | `function_call` | + `function_call_output`) + + this field allows the client to assign the unique ID of the item. It + is + + not required because the server will generate one if not provided. + + + For an item of type `item_reference`, this field is required and is + a + + reference to any item that has previously existed in the + conversation. + type: + type: string + enum: + - message + - function_call + - function_call_output + description: > + The type of the item (`message`, `function_call`, + `function_call_output`, `item_reference`). + object: + type: string + enum: + - realtime.item + description: > + Identifier for the API object being returned - always + `realtime.item`. + x-stainless-const: true + status: + type: string + enum: + - completed + - incomplete + description: > + The status of the item (`completed`, `incomplete`). These have no + effect + + on the conversation, but are accepted for consistency with the + + `conversation.item.created` event. + role: + type: string + enum: + - user + - assistant + - system + description: > + The role of the message sender (`user`, `assistant`, `system`), + only + + applicable for `message` items. + content: + type: array + x-oaiExpandable: true + description: > + The content of the message, applicable for `message` items. + + - Message items of role `system` support only `input_text` content + + - Message items of role `user` support `input_text` and + `input_audio` + content + - Message items of role `assistant` support `text` content. + items: + type: object + x-oaiExpandable: true + properties: + type: + type: string + enum: + - input_audio + - input_text + - item_reference + - text + description: > + The content type (`input_text`, `input_audio`, + `item_reference`, `text`). + text: + type: string + description: > + The text content, used for `input_text` and `text` content + types. + id: + type: string + description: > + ID of a previous conversation item to reference (for + `item_reference` + + content types in `response.create` events). These can + reference both + + client and server created items. + audio: + type: string + description: > + Base64-encoded audio bytes, used for `input_audio` content + type. + transcript: + type: string + description: > + The transcript of the audio, used for `input_audio` content + type. + call_id: + type: string + description: > + The ID of the function call (for `function_call` and + + `function_call_output` items). If passed on a + `function_call_output` + + item, the server will check that a `function_call` item with the + same + + ID exists in the conversation history. + name: + type: string + description: | + The name of the function being called (for `function_call` items). + arguments: + type: string + description: | + The arguments of the function call (for `function_call` items). + output: + type: string + description: | + The output of the function call (for `function_call_output` items). + RealtimeResponse: + type: object + description: The response resource. + properties: + id: + type: string + description: The unique ID of the response. + object: + type: string + enum: + - realtime.response + description: The object type, must be `realtime.response`. + x-stainless-const: true + status: + type: string + enum: + - completed + - cancelled + - failed + - incomplete + description: > + The final status of the response (`completed`, `cancelled`, + `failed`, or + + `incomplete`). + status_details: + type: object + description: Additional details about the status. + properties: + type: + type: string + enum: + - completed + - cancelled + - failed + - incomplete + description: > + The type of error that caused the response to fail, + corresponding + + with the `status` field (`completed`, `cancelled`, + `incomplete`, + + `failed`). + reason: + type: string + enum: + - turn_detected + - client_cancelled + - max_output_tokens + - content_filter + description: > + The reason the Response did not complete. For a `cancelled` + Response, + + one of `turn_detected` (the server VAD detected a new start of + speech) + + or `client_cancelled` (the client sent a cancel event). For an + + `incomplete` Response, one of `max_output_tokens` or + `content_filter` + + (the server-side safety filter activated and cut off the + response). + error: + type: object + description: | + A description of the error that caused the response to fail, + populated when the `status` is `failed`. + properties: + type: + type: string + description: The type of error. + code: + type: string + description: Error code, if any. + output: + type: array + description: The list of output items generated by the response. + items: + $ref: "#/components/schemas/RealtimeConversationItem" + metadata: + $ref: "#/components/schemas/Metadata" + usage: + type: object + description: > + Usage statistics for the Response, this will correspond to billing. + A + + Realtime API session will maintain a conversation context and append + new + + Items to the Conversation, thus output from previous turns (text + and + + audio tokens) will become the input for later turns. + properties: + total_tokens: + type: integer + description: > + The total number of tokens in the Response including input and + output + + text and audio tokens. + input_tokens: + type: integer + description: > + The number of input tokens used in the Response, including text + and + + audio tokens. + output_tokens: + type: integer + description: > + The number of output tokens sent in the Response, including text + and + + audio tokens. + input_token_details: + type: object + description: Details about the input tokens used in the Response. + properties: + cached_tokens: + type: integer + description: The number of cached tokens used in the Response. + text_tokens: + type: integer + description: The number of text tokens used in the Response. + audio_tokens: + type: integer + description: The number of audio tokens used in the Response. + output_token_details: + type: object + description: Details about the output tokens used in the Response. + properties: + text_tokens: + type: integer + description: The number of text tokens used in the Response. + audio_tokens: + type: integer + description: The number of audio tokens used in the Response. + conversation_id: + description: > + Which conversation the response is added to, determined by the + `conversation` + + field in the `response.create` event. If `auto`, the response will + be added to + + the default conversation and the value of `conversation_id` will be + an id like + + `conv_1234`. If `none`, the response will not be added to any + conversation and + + the value of `conversation_id` will be `null`. If responses are + being triggered + + by server VAD, the response will be added to the default + conversation, thus + + the `conversation_id` will be an id like `conv_1234`. + type: string + voice: + type: string + enum: + - alloy + - ash + - ballad + - coral + - echo + - sage + - shimmer + - verse + description: > + The voice the model used to respond. + + Current voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` + `sage`, + + `shimmer` and `verse`. + modalities: + type: array + description: > + The set of modalities the model used to respond. If there are + multiple modalities, + + the model will pick one, for example if `modalities` is `["text", + "audio"]`, the model + + could be responding in either text or audio. + items: + type: string + enum: + - text + - audio + output_audio_format: + type: string + enum: + - pcm16 + - g711_ulaw + - g711_alaw + description: > + The format of output audio. Options are `pcm16`, `g711_ulaw`, or + `g711_alaw`. + temperature: + type: number + description: > + Sampling temperature for the model, limited to [0.6, 1.2]. Defaults + to 0.8. + max_output_tokens: + oneOf: + - type: integer + - type: string + enum: + - inf + x-stainless-const: true + description: | + Maximum number of output tokens for a single assistant response, + inclusive of tool calls, that was used in this response. + RealtimeResponseCreateParams: + type: object + description: Create a new Realtime response with these parameters + properties: + modalities: + type: array + description: | + The set of modalities the model can respond with. To disable audio, + set this to ["text"]. + items: + type: string + enum: + - text + - audio + instructions: + type: string + description: > + The default system instructions (i.e. system message) prepended to + model + + calls. This field allows the client to guide the model on desired + + responses. The model can be instructed on response content and + format, + + (e.g. "be extremely succinct", "act friendly", "here are examples of + good + + responses") and on audio behavior (e.g. "talk quickly", "inject + emotion + + into your voice", "laugh frequently"). The instructions are not + guaranteed + + to be followed by the model, but they provide guidance to the model + on the + + desired behavior. + + + Note that the server sets default instructions which will be used if + this + + field is not set and are visible in the `session.created` event at + the + + start of the session. + voice: + type: string + enum: + - alloy + - ash + - ballad + - coral + - echo + - sage + - shimmer + - verse + description: > + The voice the model uses to respond. Voice cannot be changed during + the + + session once the model has responded with audio at least once. + Current + + voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` `sage`, + + `shimmer` and `verse`. + output_audio_format: + type: string + enum: + - pcm16 + - g711_ulaw + - g711_alaw + description: > + The format of output audio. Options are `pcm16`, `g711_ulaw`, or + `g711_alaw`. + tools: + type: array + description: Tools (functions) available to the model. + items: + type: object + properties: + type: + type: string + enum: + - function + description: The type of the tool, i.e. `function`. + x-stainless-const: true + name: + type: string + description: The name of the function. + description: + type: string + description: > + The description of the function, including guidance on when + and how + + to call it, and guidance about what to tell the user when + calling + + (if anything). + parameters: + type: object + description: Parameters of the function in JSON Schema. + tool_choice: + type: string + description: > + How the model chooses tools. Options are `auto`, `none`, `required`, + or + + specify a function, like `{"type": "function", "function": {"name": + "my_function"}}`. + temperature: + type: number + description: > + Sampling temperature for the model, limited to [0.6, 1.2]. Defaults + to 0.8. + max_response_output_tokens: + oneOf: + - type: integer + - type: string + enum: + - inf + x-stainless-const: true + description: | + Maximum number of output tokens for a single assistant response, + inclusive of tool calls. Provide an integer between 1 and 4096 to + limit output tokens, or `inf` for the maximum available tokens for a + given model. Defaults to `inf`. + conversation: + description: > + Controls which conversation the response is added to. Currently + supports + + `auto` and `none`, with `auto` as the default value. The `auto` + value + + means that the contents of the response will be added to the default + + conversation. Set this to `none` to create an out-of-band response + which + + will not add items to default conversation. + oneOf: + - type: string + - type: string + default: auto + enum: + - auto + - none + metadata: + $ref: "#/components/schemas/Metadata" + input: + type: array + description: > + Input items to include in the prompt for the model. Using this field + + creates a new context for this Response instead of using the default + + conversation. An empty array `[]` will clear the context for this + Response. + + Note that this can include references to items from the default + conversation. + items: + $ref: "#/components/schemas/RealtimeConversationItemWithReference" + RealtimeServerEventConversationCreated: + type: object + description: > + Returned when a conversation is created. Emitted right after session + creation. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - conversation.created + description: The event type, must be `conversation.created`. + x-stainless-const: true + conversation: + type: object + description: The conversation resource. + properties: + id: + type: string + description: The unique ID of the conversation. + object: + type: string + description: The object type, must be `realtime.conversation`. + required: + - event_id + - type + - conversation + x-oaiMeta: + name: conversation.created + group: realtime + example: | + { + "event_id": "event_9101", + "type": "conversation.created", + "conversation": { + "id": "conv_001", + "object": "realtime.conversation" + } + } + RealtimeServerEventConversationItemCreated: + type: object + description: > + Returned when a conversation item is created. There are several + scenarios that + + produce this event: + - The server is generating a Response, which if successful will produce + either one or two Items, which will be of type `message` + (role `assistant`) or type `function_call`. + - The input audio buffer has been committed, either by the client or the + server (in `server_vad` mode). The server will take the content of the + input audio buffer and add it to a new user message Item. + - The client has sent a `conversation.item.create` event to add a new Item + to the Conversation. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - conversation.item.created + description: The event type, must be `conversation.item.created`. + x-stainless-const: true + previous_item_id: + type: string + description: > + The ID of the preceding item in the Conversation context, allows + the + + client to understand the order of the conversation. + item: + $ref: "#/components/schemas/RealtimeConversationItem" + required: + - event_id + - type + - previous_item_id + - item + x-oaiMeta: + name: conversation.item.created + group: realtime + example: | + { + "event_id": "event_1920", + "type": "conversation.item.created", + "previous_item_id": "msg_002", + "item": { + "id": "msg_003", + "object": "realtime.item", + "type": "message", + "status": "completed", + "role": "user", + "content": [ + { + "type": "input_audio", + "transcript": "hello how are you", + "audio": "base64encodedaudio==" + } + ] + } + } + RealtimeServerEventConversationItemDeleted: + type: object + description: > + Returned when an item in the conversation is deleted by the client with + a + + `conversation.item.delete` event. This event is used to synchronize the + + server's understanding of the conversation history with the client's + view. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - conversation.item.deleted + description: The event type, must be `conversation.item.deleted`. + x-stainless-const: true + item_id: + type: string + description: The ID of the item that was deleted. + required: + - event_id + - type + - item_id + x-oaiMeta: + name: conversation.item.deleted + group: realtime + example: | + { + "event_id": "event_2728", + "type": "conversation.item.deleted", + "item_id": "msg_005" + } + RealtimeServerEventConversationItemInputAudioTranscriptionCompleted: + type: object + description: > + This event is the output of audio transcription for user audio written + to the + + user audio buffer. Transcription begins when the input audio buffer is + + committed by the client or server (in `server_vad` mode). Transcription + runs + + asynchronously with Response creation, so this event may come before or + after + + the Response events. + + + Realtime API models accept audio natively, and thus input transcription + is a + + separate process run on a separate ASR (Automatic Speech Recognition) + model, + + currently always `whisper-1`. Thus the transcript may diverge somewhat + from + + the model's interpretation, and should be treated as a rough guide. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - conversation.item.input_audio_transcription.completed + description: | + The event type, must be + `conversation.item.input_audio_transcription.completed`. + x-stainless-const: true + item_id: + type: string + description: The ID of the user message item containing the audio. + content_index: + type: integer + description: The index of the content part containing the audio. + transcript: + type: string + description: The transcribed text. + required: + - event_id + - type + - item_id + - content_index + - transcript + x-oaiMeta: + name: conversation.item.input_audio_transcription.completed + group: realtime + example: | + { + "event_id": "event_2122", + "type": "conversation.item.input_audio_transcription.completed", + "item_id": "msg_003", + "content_index": 0, + "transcript": "Hello, how are you?" + } + RealtimeServerEventConversationItemInputAudioTranscriptionFailed: + type: object + description: > + Returned when input audio transcription is configured, and a + transcription + + request for a user message failed. These events are separate from other + + `error` events so that the client can identify the related Item. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - conversation.item.input_audio_transcription.failed + description: | + The event type, must be + `conversation.item.input_audio_transcription.failed`. + x-stainless-const: true + item_id: + type: string + description: The ID of the user message item. + content_index: + type: integer + description: The index of the content part containing the audio. + error: + type: object + description: Details of the transcription error. + properties: + type: + type: string + description: The type of error. + code: + type: string + description: Error code, if any. + message: + type: string + description: A human-readable error message. + param: + type: string + description: Parameter related to the error, if any. + required: + - event_id + - type + - item_id + - content_index + - error + x-oaiMeta: + name: conversation.item.input_audio_transcription.failed + group: realtime + example: | + { + "event_id": "event_2324", + "type": "conversation.item.input_audio_transcription.failed", + "item_id": "msg_003", + "content_index": 0, + "error": { + "type": "transcription_error", + "code": "audio_unintelligible", + "message": "The audio could not be transcribed.", + "param": null + } + } + RealtimeServerEventConversationItemTruncated: + type: object + description: > + Returned when an earlier assistant audio message item is truncated by + the + + client with a `conversation.item.truncate` event. This event is used to + + synchronize the server's understanding of the audio with the client's + playback. + + + This action will truncate the audio and remove the server-side text + transcript + + to ensure there is no text in the context that hasn't been heard by the + user. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - conversation.item.truncated + description: The event type, must be `conversation.item.truncated`. + x-stainless-const: true + item_id: + type: string + description: The ID of the assistant message item that was truncated. + content_index: + type: integer + description: The index of the content part that was truncated. + audio_end_ms: + type: integer + description: | + The duration up to which the audio was truncated, in milliseconds. + required: + - event_id + - type + - item_id + - content_index + - audio_end_ms + x-oaiMeta: + name: conversation.item.truncated + group: realtime + example: | + { + "event_id": "event_2526", + "type": "conversation.item.truncated", + "item_id": "msg_004", + "content_index": 0, + "audio_end_ms": 1500 + } + RealtimeServerEventError: + type: object + description: > + Returned when an error occurs, which could be a client problem or a + server + + problem. Most errors are recoverable and the session will stay open, we + + recommend to implementors to monitor and log error messages by default. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - error + description: The event type, must be `error`. + x-stainless-const: true + error: + type: object + description: Details of the error. + required: + - type + - message + properties: + type: + type: string + description: > + The type of error (e.g., "invalid_request_error", + "server_error"). + code: + type: string + description: Error code, if any. + nullable: true + message: + type: string + description: A human-readable error message. + param: + type: string + description: Parameter related to the error, if any. + nullable: true + event_id: + type: string + description: > + The event_id of the client event that caused the error, if + applicable. + nullable: true + required: + - event_id + - type + - error + x-oaiMeta: + name: error + group: realtime + example: | + { + "event_id": "event_890", + "type": "error", + "error": { + "type": "invalid_request_error", + "code": "invalid_event", + "message": "The 'type' field is missing.", + "param": null, + "event_id": "event_567" + } + } + RealtimeServerEventInputAudioBufferCleared: + type: object + description: | + Returned when the input audio buffer is cleared by the client with a + `input_audio_buffer.clear` event. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - input_audio_buffer.cleared + description: The event type, must be `input_audio_buffer.cleared`. + x-stainless-const: true + required: + - event_id + - type + x-oaiMeta: + name: input_audio_buffer.cleared + group: realtime + example: | + { + "event_id": "event_1314", + "type": "input_audio_buffer.cleared" + } + RealtimeServerEventInputAudioBufferCommitted: + type: object + description: > + Returned when an input audio buffer is committed, either by the client + or + + automatically in server VAD mode. The `item_id` property is the ID of + the user + + message item that will be created, thus a `conversation.item.created` + event + + will also be sent to the client. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - input_audio_buffer.committed + description: The event type, must be `input_audio_buffer.committed`. + x-stainless-const: true + previous_item_id: + type: string + description: > + The ID of the preceding item after which the new item will be + inserted. + item_id: + type: string + description: The ID of the user message item that will be created. + required: + - event_id + - type + - previous_item_id + - item_id + x-oaiMeta: + name: input_audio_buffer.committed + group: realtime + example: | + { + "event_id": "event_1121", + "type": "input_audio_buffer.committed", + "previous_item_id": "msg_001", + "item_id": "msg_002" + } + RealtimeServerEventInputAudioBufferSpeechStarted: + type: object + description: > + Sent by the server when in `server_vad` mode to indicate that speech has + been + + detected in the audio buffer. This can happen any time audio is added to + the + + buffer (unless speech is already detected). The client may want to use + this + + event to interrupt audio playback or provide visual feedback to the + user. + + + The client should expect to receive a + `input_audio_buffer.speech_stopped` event + + when speech stops. The `item_id` property is the ID of the user message + item + + that will be created when speech stops and will also be included in the + + `input_audio_buffer.speech_stopped` event (unless the client manually + commits + + the audio buffer during VAD activation). + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - input_audio_buffer.speech_started + description: The event type, must be `input_audio_buffer.speech_started`. + x-stainless-const: true + audio_start_ms: + type: integer + description: > + Milliseconds from the start of all audio written to the buffer + during the + + session when speech was first detected. This will correspond to the + + beginning of audio sent to the model, and thus includes the + + `prefix_padding_ms` configured in the Session. + item_id: + type: string + description: > + The ID of the user message item that will be created when speech + stops. + required: + - event_id + - type + - audio_start_ms + - item_id + x-oaiMeta: + name: input_audio_buffer.speech_started + group: realtime + example: | + { + "event_id": "event_1516", + "type": "input_audio_buffer.speech_started", + "audio_start_ms": 1000, + "item_id": "msg_003" + } + RealtimeServerEventInputAudioBufferSpeechStopped: + type: object + description: > + Returned in `server_vad` mode when the server detects the end of speech + in + + the audio buffer. The server will also send an + `conversation.item.created` + + event with the user message item that is created from the audio buffer. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - input_audio_buffer.speech_stopped + description: The event type, must be `input_audio_buffer.speech_stopped`. + x-stainless-const: true + audio_end_ms: + type: integer + description: > + Milliseconds since the session started when speech stopped. This + will + + correspond to the end of audio sent to the model, and thus includes + the + + `min_silence_duration_ms` configured in the Session. + item_id: + type: string + description: The ID of the user message item that will be created. + required: + - event_id + - type + - audio_end_ms + - item_id + x-oaiMeta: + name: input_audio_buffer.speech_stopped + group: realtime + example: | + { + "event_id": "event_1718", + "type": "input_audio_buffer.speech_stopped", + "audio_end_ms": 2000, + "item_id": "msg_003" + } + RealtimeServerEventRateLimitsUpdated: + type: object + description: > + Emitted at the beginning of a Response to indicate the updated rate + limits. + + When a Response is created some tokens will be "reserved" for the + output + + tokens, the rate limits shown here reflect that reservation, which is + then + + adjusted accordingly once the Response is completed. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - rate_limits.updated + description: The event type, must be `rate_limits.updated`. + x-stainless-const: true + rate_limits: + type: array + description: List of rate limit information. + items: + type: object + properties: + name: + type: string + enum: + - requests + - tokens + description: | + The name of the rate limit (`requests`, `tokens`). + limit: + type: integer + description: The maximum allowed value for the rate limit. + remaining: + type: integer + description: The remaining value before the limit is reached. + reset_seconds: + type: number + description: Seconds until the rate limit resets. + required: + - event_id + - type + - rate_limits + x-oaiMeta: + name: rate_limits.updated + group: realtime + example: | + { + "event_id": "event_5758", + "type": "rate_limits.updated", + "rate_limits": [ + { + "name": "requests", + "limit": 1000, + "remaining": 999, + "reset_seconds": 60 + }, + { + "name": "tokens", + "limit": 50000, + "remaining": 49950, + "reset_seconds": 60 + } + ] + } + RealtimeServerEventResponseAudioDelta: + type: object + description: Returned when the model-generated audio is updated. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - response.audio.delta + description: The event type, must be `response.audio.delta`. + x-stainless-const: true + response_id: + type: string + description: The ID of the response. + item_id: + type: string + description: The ID of the item. + output_index: + type: integer + description: The index of the output item in the response. + content_index: + type: integer + description: The index of the content part in the item's content array. + delta: + type: string + description: Base64-encoded audio data delta. + required: + - event_id + - type + - response_id + - item_id + - output_index + - content_index + - delta + x-oaiMeta: + name: response.audio.delta + group: realtime + example: | + { + "event_id": "event_4950", + "type": "response.audio.delta", + "response_id": "resp_001", + "item_id": "msg_008", + "output_index": 0, + "content_index": 0, + "delta": "Base64EncodedAudioDelta" + } + RealtimeServerEventResponseAudioDone: + type: object + description: > + Returned when the model-generated audio is done. Also emitted when a + Response + + is interrupted, incomplete, or cancelled. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - response.audio.done + description: The event type, must be `response.audio.done`. + x-stainless-const: true + response_id: + type: string + description: The ID of the response. + item_id: + type: string + description: The ID of the item. + output_index: + type: integer + description: The index of the output item in the response. + content_index: + type: integer + description: The index of the content part in the item's content array. + required: + - event_id + - type + - response_id + - item_id + - output_index + - content_index + x-oaiMeta: + name: response.audio.done + group: realtime + example: | + { + "event_id": "event_5152", + "type": "response.audio.done", + "response_id": "resp_001", + "item_id": "msg_008", + "output_index": 0, + "content_index": 0 + } + RealtimeServerEventResponseAudioTranscriptDelta: + type: object + description: > + Returned when the model-generated transcription of audio output is + updated. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - response.audio_transcript.delta + description: The event type, must be `response.audio_transcript.delta`. + x-stainless-const: true + response_id: + type: string + description: The ID of the response. + item_id: + type: string + description: The ID of the item. + output_index: + type: integer + description: The index of the output item in the response. + content_index: + type: integer + description: The index of the content part in the item's content array. + delta: + type: string + description: The transcript delta. + required: + - event_id + - type + - response_id + - item_id + - output_index + - content_index + - delta + x-oaiMeta: + name: response.audio_transcript.delta + group: realtime + example: | + { + "event_id": "event_4546", + "type": "response.audio_transcript.delta", + "response_id": "resp_001", + "item_id": "msg_008", + "output_index": 0, + "content_index": 0, + "delta": "Hello, how can I a" + } + RealtimeServerEventResponseAudioTranscriptDone: + type: object + description: | + Returned when the model-generated transcription of audio output is done + streaming. Also emitted when a Response is interrupted, incomplete, or + cancelled. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - response.audio_transcript.done + description: The event type, must be `response.audio_transcript.done`. + x-stainless-const: true + response_id: + type: string + description: The ID of the response. + item_id: + type: string + description: The ID of the item. + output_index: + type: integer + description: The index of the output item in the response. + content_index: + type: integer + description: The index of the content part in the item's content array. + transcript: + type: string + description: The final transcript of the audio. + required: + - event_id + - type + - response_id + - item_id + - output_index + - content_index + - transcript + x-oaiMeta: + name: response.audio_transcript.done + group: realtime + example: | + { + "event_id": "event_4748", + "type": "response.audio_transcript.done", + "response_id": "resp_001", + "item_id": "msg_008", + "output_index": 0, + "content_index": 0, + "transcript": "Hello, how can I assist you today?" + } + RealtimeServerEventResponseContentPartAdded: + type: object + description: > + Returned when a new content part is added to an assistant message item + during + + response generation. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - response.content_part.added + description: The event type, must be `response.content_part.added`. + x-stainless-const: true + response_id: + type: string + description: The ID of the response. + item_id: + type: string + description: The ID of the item to which the content part was added. + output_index: + type: integer + description: The index of the output item in the response. + content_index: + type: integer + description: The index of the content part in the item's content array. + part: + type: object + description: The content part that was added. + properties: + type: + type: string + enum: + - audio + - text + description: The content type ("text", "audio"). + text: + type: string + description: The text content (if type is "text"). + audio: + type: string + description: Base64-encoded audio data (if type is "audio"). + transcript: + type: string + description: The transcript of the audio (if type is "audio"). + required: + - event_id + - type + - response_id + - item_id + - output_index + - content_index + - part + x-oaiMeta: + name: response.content_part.added + group: realtime + example: | + { + "event_id": "event_3738", + "type": "response.content_part.added", + "response_id": "resp_001", + "item_id": "msg_007", + "output_index": 0, + "content_index": 0, + "part": { + "type": "text", + "text": "" + } + } + RealtimeServerEventResponseContentPartDone: + type: object + description: > + Returned when a content part is done streaming in an assistant message + item. + + Also emitted when a Response is interrupted, incomplete, or cancelled. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - response.content_part.done + description: The event type, must be `response.content_part.done`. + x-stainless-const: true + response_id: + type: string + description: The ID of the response. + item_id: + type: string + description: The ID of the item. + output_index: + type: integer + description: The index of the output item in the response. + content_index: + type: integer + description: The index of the content part in the item's content array. + part: + type: object + description: The content part that is done. + properties: + type: + type: string + enum: + - audio + - text + description: The content type ("text", "audio"). + text: + type: string + description: The text content (if type is "text"). + audio: + type: string + description: Base64-encoded audio data (if type is "audio"). + transcript: + type: string + description: The transcript of the audio (if type is "audio"). + required: + - event_id + - type + - response_id + - item_id + - output_index + - content_index + - part + x-oaiMeta: + name: response.content_part.done + group: realtime + example: | + { + "event_id": "event_3940", + "type": "response.content_part.done", + "response_id": "resp_001", + "item_id": "msg_007", + "output_index": 0, + "content_index": 0, + "part": { + "type": "text", + "text": "Sure, I can help with that." + } + } + RealtimeServerEventResponseCreated: + type: object + description: > + Returned when a new Response is created. The first event of response + creation, + + where the response is in an initial state of `in_progress`. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - response.created + description: The event type, must be `response.created`. + x-stainless-const: true + response: + $ref: "#/components/schemas/RealtimeResponse" + required: + - event_id + - type + - response + x-oaiMeta: + name: response.created + group: realtime + example: | + { + "event_id": "event_2930", + "type": "response.created", + "response": { + "id": "resp_001", + "object": "realtime.response", + "status": "in_progress", + "status_details": null, + "output": [], + "usage": null + } + } + RealtimeServerEventResponseDone: + type: object + description: > + Returned when a Response is done streaming. Always emitted, no matter + the + + final state. The Response object included in the `response.done` event + will + + include all output Items in the Response but will omit the raw audio + data. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - response.done + description: The event type, must be `response.done`. + x-stainless-const: true + response: + $ref: "#/components/schemas/RealtimeResponse" + required: + - event_id + - type + - response + x-oaiMeta: + name: response.done + group: realtime + example: | + { + "event_id": "event_3132", + "type": "response.done", + "response": { + "id": "resp_001", + "object": "realtime.response", + "status": "completed", + "status_details": null, + "output": [ + { + "id": "msg_006", + "object": "realtime.item", + "type": "message", + "status": "completed", + "role": "assistant", + "content": [ + { + "type": "text", + "text": "Sure, how can I assist you today?" + } + ] + } + ], + "usage": { + "total_tokens":275, + "input_tokens":127, + "output_tokens":148, + "input_token_details": { + "cached_tokens":384, + "text_tokens":119, + "audio_tokens":8, + "cached_tokens_details": { + "text_tokens": 128, + "audio_tokens": 256 + } + }, + "output_token_details": { + "text_tokens":36, + "audio_tokens":112 + } + } + } + } + RealtimeServerEventResponseFunctionCallArgumentsDelta: + type: object + description: | + Returned when the model-generated function call arguments are updated. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - response.function_call_arguments.delta + description: | + The event type, must be `response.function_call_arguments.delta`. + x-stainless-const: true + response_id: + type: string + description: The ID of the response. + item_id: + type: string + description: The ID of the function call item. + output_index: + type: integer + description: The index of the output item in the response. + call_id: + type: string + description: The ID of the function call. + delta: + type: string + description: The arguments delta as a JSON string. + required: + - event_id + - type + - response_id + - item_id + - output_index + - call_id + - delta + x-oaiMeta: + name: response.function_call_arguments.delta + group: realtime + example: | + { + "event_id": "event_5354", + "type": "response.function_call_arguments.delta", + "response_id": "resp_002", + "item_id": "fc_001", + "output_index": 0, + "call_id": "call_001", + "delta": "{\"location\": \"San\"" + } + RealtimeServerEventResponseFunctionCallArgumentsDone: + type: object + description: > + Returned when the model-generated function call arguments are done + streaming. + + Also emitted when a Response is interrupted, incomplete, or cancelled. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - response.function_call_arguments.done + description: | + The event type, must be `response.function_call_arguments.done`. + x-stainless-const: true + response_id: + type: string + description: The ID of the response. + item_id: + type: string + description: The ID of the function call item. + output_index: + type: integer + description: The index of the output item in the response. + call_id: + type: string + description: The ID of the function call. + arguments: + type: string + description: The final arguments as a JSON string. + required: + - event_id + - type + - response_id + - item_id + - output_index + - call_id + - arguments + x-oaiMeta: + name: response.function_call_arguments.done + group: realtime + example: | + { + "event_id": "event_5556", + "type": "response.function_call_arguments.done", + "response_id": "resp_002", + "item_id": "fc_001", + "output_index": 0, + "call_id": "call_001", + "arguments": "{\"location\": \"San Francisco\"}" + } + RealtimeServerEventResponseOutputItemAdded: + type: object + description: Returned when a new Item is created during Response generation. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - response.output_item.added + description: The event type, must be `response.output_item.added`. + x-stainless-const: true + response_id: + type: string + description: The ID of the Response to which the item belongs. + output_index: + type: integer + description: The index of the output item in the Response. + item: + $ref: "#/components/schemas/RealtimeConversationItem" + required: + - event_id + - type + - response_id + - output_index + - item + x-oaiMeta: + name: response.output_item.added + group: realtime + example: | + { + "event_id": "event_3334", + "type": "response.output_item.added", + "response_id": "resp_001", + "output_index": 0, + "item": { + "id": "msg_007", + "object": "realtime.item", + "type": "message", + "status": "in_progress", + "role": "assistant", + "content": [] + } + } + RealtimeServerEventResponseOutputItemDone: + type: object + description: > + Returned when an Item is done streaming. Also emitted when a Response + is + + interrupted, incomplete, or cancelled. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - response.output_item.done + description: The event type, must be `response.output_item.done`. + x-stainless-const: true + response_id: + type: string + description: The ID of the Response to which the item belongs. + output_index: + type: integer + description: The index of the output item in the Response. + item: + $ref: "#/components/schemas/RealtimeConversationItem" + required: + - event_id + - type + - response_id + - output_index + - item + x-oaiMeta: + name: response.output_item.done + group: realtime + example: | + { + "event_id": "event_3536", + "type": "response.output_item.done", + "response_id": "resp_001", + "output_index": 0, + "item": { + "id": "msg_007", + "object": "realtime.item", + "type": "message", + "status": "completed", + "role": "assistant", + "content": [ + { + "type": "text", + "text": "Sure, I can help with that." + } + ] + } + } + RealtimeServerEventResponseTextDelta: + type: object + description: Returned when the text value of a "text" content part is updated. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - response.text.delta + description: The event type, must be `response.text.delta`. + x-stainless-const: true + response_id: + type: string + description: The ID of the response. + item_id: + type: string + description: The ID of the item. + output_index: + type: integer + description: The index of the output item in the response. + content_index: + type: integer + description: The index of the content part in the item's content array. + delta: + type: string + description: The text delta. + required: + - event_id + - type + - response_id + - item_id + - output_index + - content_index + - delta + x-oaiMeta: + name: response.text.delta + group: realtime + example: | + { + "event_id": "event_4142", + "type": "response.text.delta", + "response_id": "resp_001", + "item_id": "msg_007", + "output_index": 0, + "content_index": 0, + "delta": "Sure, I can h" + } + RealtimeServerEventResponseTextDone: + type: object + description: > + Returned when the text value of a "text" content part is done streaming. + Also + + emitted when a Response is interrupted, incomplete, or cancelled. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - response.text.done + description: The event type, must be `response.text.done`. + x-stainless-const: true + response_id: + type: string + description: The ID of the response. + item_id: + type: string + description: The ID of the item. + output_index: + type: integer + description: The index of the output item in the response. + content_index: + type: integer + description: The index of the content part in the item's content array. + text: + type: string + description: The final text content. + required: + - event_id + - type + - response_id + - item_id + - output_index + - content_index + - text + x-oaiMeta: + name: response.text.done + group: realtime + example: | + { + "event_id": "event_4344", + "type": "response.text.done", + "response_id": "resp_001", + "item_id": "msg_007", + "output_index": 0, + "content_index": 0, + "text": "Sure, I can help with that." + } + RealtimeServerEventSessionCreated: + type: object + description: > + Returned when a Session is created. Emitted automatically when a new + + connection is established as the first server event. This event will + contain + + the default Session configuration. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - session.created + description: The event type, must be `session.created`. + x-stainless-const: true + session: + $ref: "#/components/schemas/RealtimeSession" + required: + - event_id + - type + - session + x-oaiMeta: + name: session.created + group: realtime + example: | + { + "event_id": "event_1234", + "type": "session.created", + "session": { + "id": "sess_001", + "object": "realtime.session", + "model": "gpt-4o-realtime-preview-2024-12-17", + "modalities": ["text", "audio"], + "instructions": "...model instructions here...", + "voice": "sage", + "input_audio_format": "pcm16", + "output_audio_format": "pcm16", + "input_audio_transcription": null, + "turn_detection": { + "type": "server_vad", + "threshold": 0.5, + "prefix_padding_ms": 300, + "silence_duration_ms": 200 + }, + "tools": [], + "tool_choice": "auto", + "temperature": 0.8, + "max_response_output_tokens": "inf" + } + } + RealtimeServerEventSessionUpdated: + type: object + description: > + Returned when a session is updated with a `session.update` event, + unless + + there is an error. + properties: + event_id: + type: string + description: The unique ID of the server event. + type: + type: string + enum: + - session.updated + description: The event type, must be `session.updated`. + x-stainless-const: true + session: + $ref: "#/components/schemas/RealtimeSession" + required: + - event_id + - type + - session + x-oaiMeta: + name: session.updated + group: realtime + example: | + { + "event_id": "event_5678", + "type": "session.updated", + "session": { + "id": "sess_001", + "object": "realtime.session", + "model": "gpt-4o-realtime-preview-2024-12-17", + "modalities": ["text"], + "instructions": "New instructions", + "voice": "sage", + "input_audio_format": "pcm16", + "output_audio_format": "pcm16", + "input_audio_transcription": { + "model": "whisper-1" + }, + "turn_detection": null, + "tools": [], + "tool_choice": "none", + "temperature": 0.7, + "max_response_output_tokens": 200 + } + } + RealtimeSession: + type: object + description: Realtime session object configuration. + properties: + id: + type: string + description: | + Unique identifier for the session object. + modalities: + description: | + The set of modalities the model can respond with. To disable audio, + set this to ["text"]. + items: + type: string + enum: + - text + - audio + model: + description: | + The Realtime model used for this session. + anyOf: + - type: string + - type: string + enum: + - gpt-4o-realtime-preview + - gpt-4o-realtime-preview-2024-10-01 + - gpt-4o-realtime-preview-2024-12-17 + - gpt-4o-mini-realtime-preview + - gpt-4o-mini-realtime-preview-2024-12-17 + instructions: + type: string + description: > + The default system instructions (i.e. system message) prepended to + model + + calls. This field allows the client to guide the model on desired + + responses. The model can be instructed on response content and + format, + + (e.g. "be extremely succinct", "act friendly", "here are examples of + good + + responses") and on audio behavior (e.g. "talk quickly", "inject + emotion + + into your voice", "laugh frequently"). The instructions are not + guaranteed + + to be followed by the model, but they provide guidance to the model + on the + + desired behavior. + + + Note that the server sets default instructions which will be used if + this + + field is not set and are visible in the `session.created` event at + the + + start of the session. + voice: + type: string + enum: + - alloy + - ash + - ballad + - coral + - echo + - sage + - shimmer + - verse + description: > + The voice the model uses to respond. Voice cannot be changed during + the + + session once the model has responded with audio at least once. + Current + + voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` `sage`, + + `shimmer` and `verse`. + input_audio_format: + type: string + enum: + - pcm16 + - g711_ulaw + - g711_alaw + description: > + The format of input audio. Options are `pcm16`, `g711_ulaw`, or + `g711_alaw`. + + For `pcm16`, input audio must be 16-bit PCM at a 24kHz sample rate, + + single channel (mono), and little-endian byte order. + output_audio_format: + type: string + enum: + - pcm16 + - g711_ulaw + - g711_alaw + description: > + The format of output audio. Options are `pcm16`, `g711_ulaw`, or + `g711_alaw`. + + For `pcm16`, output audio is sampled at a rate of 24kHz. + input_audio_transcription: + type: object + description: > + Configuration for input audio transcription, defaults to off and can + be + + set to `null` to turn off once on. Input audio transcription is not + native + + to the model, since the model consumes audio directly. Transcription + runs + + asynchronously through Whisper and should be treated as rough + guidance + + rather than the representation understood by the model. + properties: + model: + type: string + description: > + The model to use for transcription, `whisper-1` is the only + currently + + supported model. + turn_detection: + type: object + nullable: true + description: > + Configuration for turn detection. Can be set to `null` to turn off. + Server + + VAD means that the model will detect the start and end of speech + based on + + audio volume and respond at the end of user speech. + properties: + type: + type: string + enum: + - server_vad + description: > + Type of turn detection, only `server_vad` is currently supported. + x-stainless-const: true + threshold: + type: number + description: > + Activation threshold for VAD (0.0 to 1.0), this defaults to 0.5. + A + + higher threshold will require louder audio to activate the + model, and + + thus might perform better in noisy environments. + prefix_padding_ms: + type: integer + description: | + Amount of audio to include before the VAD detected speech (in + milliseconds). Defaults to 300ms. + silence_duration_ms: + type: integer + description: > + Duration of silence to detect speech stop (in milliseconds). + Defaults + + to 500ms. With shorter values the model will respond more + quickly, + + but may jump in on short pauses from the user. + tools: + type: array + description: Tools (functions) available to the model. + items: + type: object + properties: + type: + type: string + enum: + - function + description: The type of the tool, i.e. `function`. + x-stainless-const: true + name: + type: string + description: The name of the function. + description: + type: string + description: > + The description of the function, including guidance on when + and how + + to call it, and guidance about what to tell the user when + calling + + (if anything). + parameters: + type: object + description: Parameters of the function in JSON Schema. + tool_choice: + type: string + description: > + How the model chooses tools. Options are `auto`, `none`, `required`, + or + + specify a function. + temperature: + type: number + description: > + Sampling temperature for the model, limited to [0.6, 1.2]. Defaults + to 0.8. + max_response_output_tokens: + oneOf: + - type: integer + - type: string + enum: + - inf + x-stainless-const: true + description: | + Maximum number of output tokens for a single assistant response, + inclusive of tool calls. Provide an integer between 1 and 4096 to + limit output tokens, or `inf` for the maximum available tokens for a + given model. Defaults to `inf`. + RealtimeSessionCreateRequest: + type: object + description: Realtime session object configuration. + properties: + modalities: + description: | + The set of modalities the model can respond with. To disable audio, + set this to ["text"]. + items: + type: string + enum: + - text + - audio + model: + type: string + description: | + The Realtime model used for this session. + enum: + - gpt-4o-realtime-preview + - gpt-4o-realtime-preview-2024-10-01 + - gpt-4o-realtime-preview-2024-12-17 + - gpt-4o-mini-realtime-preview + - gpt-4o-mini-realtime-preview-2024-12-17 + instructions: + type: string + description: > + The default system instructions (i.e. system message) prepended to + model + + calls. This field allows the client to guide the model on desired + + responses. The model can be instructed on response content and + format, + + (e.g. "be extremely succinct", "act friendly", "here are examples of + good + + responses") and on audio behavior (e.g. "talk quickly", "inject + emotion + + into your voice", "laugh frequently"). The instructions are not + guaranteed + + to be followed by the model, but they provide guidance to the model + on the + + desired behavior. + + + Note that the server sets default instructions which will be used if + this + + field is not set and are visible in the `session.created` event at + the + + start of the session. + voice: + type: string + enum: + - alloy + - ash + - ballad + - coral + - echo + - sage + - shimmer + - verse + description: > + The voice the model uses to respond. Voice cannot be changed during + the + + session once the model has responded with audio at least once. + Current + + voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` `sage`, + + `shimmer` and `verse`. + input_audio_format: + type: string + enum: + - pcm16 + - g711_ulaw + - g711_alaw + description: > + The format of input audio. Options are `pcm16`, `g711_ulaw`, or + `g711_alaw`. + + For `pcm16`, input audio must be 16-bit PCM at a 24kHz sample rate, + + single channel (mono), and little-endian byte order. + output_audio_format: + type: string + enum: + - pcm16 + - g711_ulaw + - g711_alaw + description: > + The format of output audio. Options are `pcm16`, `g711_ulaw`, or + `g711_alaw`. + + For `pcm16`, output audio is sampled at a rate of 24kHz. + input_audio_transcription: + type: object + description: > + Configuration for input audio transcription, defaults to off and can + be set to `null` to turn off once on. Input audio transcription is + not native to the model, since the model consumes audio directly. + Transcription runs asynchronously through [OpenAI Whisper + transcription](https://platform.openai.com/docs/api-reference/audio/createTranscription) + and should be treated as rough guidance rather than the + representation understood by the model. The client can optionally + set the language and prompt for transcription, these fields will be + passed to the Whisper API. + properties: + model: + type: string + description: > + The model to use for transcription, `whisper-1` is the only + currently + + supported model. + language: + type: string + description: > + The language of the input audio. Supplying the input language in + + [ISO-639-1](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes) + (e.g. `en`) format + + will improve accuracy and latency. + prompt: + type: string + description: > + An optional text to guide the model's style or continue a + previous audio + + segment. The [prompt](/docs/guides/speech-to-text#prompting) + should match + + the audio language. + turn_detection: + type: object + description: > + Configuration for turn detection. Can be set to `null` to turn off. + Server + + VAD means that the model will detect the start and end of speech + based on + + audio volume and respond at the end of user speech. + properties: + type: + type: string + description: > + Type of turn detection, only `server_vad` is currently supported. + threshold: + type: number + description: > + Activation threshold for VAD (0.0 to 1.0), this defaults to 0.5. + A + + higher threshold will require louder audio to activate the + model, and + + thus might perform better in noisy environments. + prefix_padding_ms: + type: integer + description: | + Amount of audio to include before the VAD detected speech (in + milliseconds). Defaults to 300ms. + silence_duration_ms: + type: integer + description: > + Duration of silence to detect speech stop (in milliseconds). + Defaults + + to 500ms. With shorter values the model will respond more + quickly, + + but may jump in on short pauses from the user. + create_response: + type: boolean + default: true + description: | + Whether or not to automatically generate a response when VAD is + enabled. `true` by default. + tools: + type: array + description: Tools (functions) available to the model. + items: + type: object + properties: + type: + type: string + enum: + - function + description: The type of the tool, i.e. `function`. + x-stainless-const: true + name: + type: string + description: The name of the function. + description: + type: string + description: > + The description of the function, including guidance on when + and how + + to call it, and guidance about what to tell the user when + calling + + (if anything). + parameters: + type: object + description: Parameters of the function in JSON Schema. + tool_choice: + type: string + description: > + How the model chooses tools. Options are `auto`, `none`, `required`, + or + + specify a function. + temperature: + type: number + description: > + Sampling temperature for the model, limited to [0.6, 1.2]. Defaults + to 0.8. + max_response_output_tokens: + oneOf: + - type: integer + - type: string + enum: + - inf + x-stainless-const: true + description: | + Maximum number of output tokens for a single assistant response, + inclusive of tool calls. Provide an integer between 1 and 4096 to + limit output tokens, or `inf` for the maximum available tokens for a + given model. Defaults to `inf`. + RealtimeSessionCreateResponse: + type: object + description: > + A new Realtime session configuration, with an ephermeral key. Default + TTL + + for keys is one minute. + properties: + client_secret: + type: object + description: Ephemeral key returned by the API. + properties: + value: + type: string + description: > + Ephemeral key usable in client environments to authenticate + connections + + to the Realtime API. Use this in client-side environments rather + than + + a standard API token, which should only be used server-side. + expires_at: + type: integer + description: > + Timestamp for when the token expires. Currently, all tokens + expire + + after one minute. + required: + - value + - expires_at + modalities: + description: | + The set of modalities the model can respond with. To disable audio, + set this to ["text"]. + items: + type: string + enum: + - text + - audio + instructions: + type: string + description: > + The default system instructions (i.e. system message) prepended to + model + + calls. This field allows the client to guide the model on desired + + responses. The model can be instructed on response content and + format, + + (e.g. "be extremely succinct", "act friendly", "here are examples of + good + + responses") and on audio behavior (e.g. "talk quickly", "inject + emotion + + into your voice", "laugh frequently"). The instructions are not + guaranteed + + to be followed by the model, but they provide guidance to the model + on the + + desired behavior. + + + Note that the server sets default instructions which will be used if + this + + field is not set and are visible in the `session.created` event at + the + + start of the session. + voice: + type: string + enum: + - alloy + - ash + - ballad + - coral + - echo + - sage + - shimmer + - verse + description: > + The voice the model uses to respond. Voice cannot be changed during + the + + session once the model has responded with audio at least once. + Current + + voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` `sage`, + + `shimmer` and `verse`. + input_audio_format: + type: string + description: > + The format of input audio. Options are `pcm16`, `g711_ulaw`, or + `g711_alaw`. + output_audio_format: + type: string + description: > + The format of output audio. Options are `pcm16`, `g711_ulaw`, or + `g711_alaw`. + input_audio_transcription: + type: object + description: > + Configuration for input audio transcription, defaults to off and can + be + + set to `null` to turn off once on. Input audio transcription is not + native + + to the model, since the model consumes audio directly. Transcription + runs + + asynchronously through Whisper and should be treated as rough + guidance + + rather than the representation understood by the model. + properties: + model: + type: string + description: > + The model to use for transcription, `whisper-1` is the only + currently + + supported model. + turn_detection: + type: object + description: > + Configuration for turn detection. Can be set to `null` to turn off. + Server + + VAD means that the model will detect the start and end of speech + based on + + audio volume and respond at the end of user speech. + properties: + type: + type: string + description: > + Type of turn detection, only `server_vad` is currently supported. + threshold: + type: number + description: > + Activation threshold for VAD (0.0 to 1.0), this defaults to 0.5. + A + + higher threshold will require louder audio to activate the + model, and + + thus might perform better in noisy environments. + prefix_padding_ms: + type: integer + description: | + Amount of audio to include before the VAD detected speech (in + milliseconds). Defaults to 300ms. + silence_duration_ms: + type: integer + description: > + Duration of silence to detect speech stop (in milliseconds). + Defaults + + to 500ms. With shorter values the model will respond more + quickly, + + but may jump in on short pauses from the user. + tools: + type: array + description: Tools (functions) available to the model. + items: + type: object + properties: + type: + type: string + enum: + - function + description: The type of the tool, i.e. `function`. + x-stainless-const: true + name: + type: string + description: The name of the function. + description: + type: string + description: > + The description of the function, including guidance on when + and how + + to call it, and guidance about what to tell the user when + calling + + (if anything). + parameters: + type: object + description: Parameters of the function in JSON Schema. + tool_choice: + type: string + description: > + How the model chooses tools. Options are `auto`, `none`, `required`, + or + + specify a function. + temperature: + type: number + description: > + Sampling temperature for the model, limited to [0.6, 1.2]. Defaults + to 0.8. + max_response_output_tokens: + oneOf: + - type: integer + - type: string + enum: + - inf + x-stainless-const: true + description: | + Maximum number of output tokens for a single assistant response, + inclusive of tool calls. Provide an integer between 1 and 4096 to + limit output tokens, or `inf` for the maximum available tokens for a + given model. Defaults to `inf`. + required: + - client_secret + x-oaiMeta: + name: The session object + group: realtime + example: | + { + "id": "sess_001", + "object": "realtime.session", + "model": "gpt-4o-realtime-preview-2024-12-17", + "modalities": ["audio", "text"], + "instructions": "You are a friendly assistant.", + "voice": "alloy", + "input_audio_format": "pcm16", + "output_audio_format": "pcm16", + "input_audio_transcription": { + "model": "whisper-1" + }, + "turn_detection": null, + "tools": [], + "tool_choice": "none", + "temperature": 0.7, + "max_response_output_tokens": 200, + "client_secret": { + "value": "ek_abc123", + "expires_at": 1234567890 + } + } + ResponseFormatJsonObject: + type: object + properties: + type: + type: string + description: "The type of response format being defined: `json_object`" + enum: + - json_object + x-stainless-const: true + required: + - type + ResponseFormatJsonSchema: + type: object + properties: + type: + type: string + description: "The type of response format being defined: `json_schema`" + enum: + - json_schema + x-stainless-const: true + json_schema: + type: object + properties: + description: + type: string + description: + A description of what the response format is for, used by the model + to determine how to respond in the format. + name: + type: string + description: + The name of the response format. Must be a-z, A-Z, 0-9, or contain + underscores and dashes, with a maximum length of 64. + schema: + $ref: "#/components/schemas/ResponseFormatJsonSchemaSchema" + strict: + type: boolean + nullable: true + default: false + description: + Whether to enable strict schema adherence when generating the + output. If set to true, the model will always follow the exact + schema defined in the `schema` field. Only a subset of JSON + Schema is supported when `strict` is `true`. To learn more, read + the [Structured Outputs guide](/docs/guides/structured-outputs). + required: + - name + required: + - type + - json_schema + ResponseFormatJsonSchemaSchema: + type: object + description: The schema for the response format, described as a JSON Schema object. + additionalProperties: true + ResponseFormatText: + type: object + properties: + type: + type: string + description: "The type of response format being defined: `text`" + enum: + - text + x-stainless-const: true + required: + - type + RunCompletionUsage: + type: object + description: + Usage statistics related to the run. This value will be `null` if + the run is not in a terminal state (i.e. `in_progress`, `queued`, etc.). + properties: + completion_tokens: + type: integer + description: Number of completion tokens used over the course of the run. + prompt_tokens: + type: integer + description: Number of prompt tokens used over the course of the run. + total_tokens: + type: integer + description: Total number of tokens used (prompt + completion). + required: + - prompt_tokens + - completion_tokens + - total_tokens + nullable: true + RunObject: + type: object + title: A run on a thread + description: Represents an execution run on a [thread](/docs/api-reference/threads). + properties: + id: + description: The identifier, which can be referenced in API endpoints. + type: string + object: + description: The object type, which is always `thread.run`. + type: string + enum: + - thread.run + x-stainless-const: true + created_at: + description: The Unix timestamp (in seconds) for when the run was created. + type: integer + thread_id: + description: + The ID of the [thread](/docs/api-reference/threads) that was + executed on as a part of this run. + type: string + assistant_id: + description: + The ID of the [assistant](/docs/api-reference/assistants) used for + execution of this run. + type: string + status: + description: + The status of the run, which can be either `queued`, `in_progress`, + `requires_action`, `cancelling`, `cancelled`, `failed`, `completed`, + `incomplete`, or `expired`. + type: string + enum: + - queued + - in_progress + - requires_action + - cancelling + - cancelled + - failed + - completed + - incomplete + - expired + required_action: + type: object + description: + Details on the action required to continue the run. Will be `null` + if no action is required. + nullable: true + properties: + type: + description: For now, this is always `submit_tool_outputs`. + type: string + enum: + - submit_tool_outputs + x-stainless-const: true + submit_tool_outputs: + type: object + description: Details on the tool outputs needed for this run to continue. + properties: + tool_calls: + type: array + description: A list of the relevant tool calls. + items: + $ref: "#/components/schemas/RunToolCallObject" + required: + - tool_calls + required: + - type + - submit_tool_outputs + last_error: + type: object + description: + The last error associated with this run. Will be `null` if there + are no errors. + nullable: true + properties: + code: + type: string + description: One of `server_error`, `rate_limit_exceeded`, or `invalid_prompt`. + enum: + - server_error + - rate_limit_exceeded + - invalid_prompt + message: + type: string + description: A human-readable description of the error. + required: + - code + - message + expires_at: + description: The Unix timestamp (in seconds) for when the run will expire. + type: integer + nullable: true + started_at: + description: The Unix timestamp (in seconds) for when the run was started. + type: integer + nullable: true + cancelled_at: + description: The Unix timestamp (in seconds) for when the run was cancelled. + type: integer + nullable: true + failed_at: + description: The Unix timestamp (in seconds) for when the run failed. + type: integer + nullable: true + completed_at: + description: The Unix timestamp (in seconds) for when the run was completed. + type: integer + nullable: true + incomplete_details: + description: + Details on why the run is incomplete. Will be `null` if the run is + not incomplete. + type: object + nullable: true + properties: + reason: + description: + The reason why the run is incomplete. This will point to which + specific token limit was reached over the course of the run. + type: string + enum: + - max_completion_tokens + - max_prompt_tokens + model: + description: + The model that the [assistant](/docs/api-reference/assistants) used + for this run. + type: string + instructions: + description: The instructions that the + [assistant](/docs/api-reference/assistants) used for this run. + type: string + tools: + description: The list of tools that the + [assistant](/docs/api-reference/assistants) used for this run. + default: [] + type: array + maxItems: 20 + items: + oneOf: + - $ref: "#/components/schemas/AssistantToolsCode" + - $ref: "#/components/schemas/AssistantToolsFileSearch" + - $ref: "#/components/schemas/AssistantToolsFunction" + x-oaiExpandable: true + metadata: + $ref: "#/components/schemas/Metadata" + usage: + $ref: "#/components/schemas/RunCompletionUsage" + temperature: + description: + The sampling temperature used for this run. If not set, defaults to + 1. + type: number + nullable: true + top_p: + description: + The nucleus sampling value used for this run. If not set, defaults + to 1. + type: number + nullable: true + max_prompt_tokens: + type: integer + nullable: true + description: > + The maximum number of prompt tokens specified to have been used over + the course of the run. + minimum: 256 + max_completion_tokens: + type: integer + nullable: true + description: > + The maximum number of completion tokens specified to have been used + over the course of the run. + minimum: 256 + truncation_strategy: + allOf: + - $ref: "#/components/schemas/TruncationObject" + - nullable: true + tool_choice: + allOf: + - $ref: "#/components/schemas/AssistantsApiToolChoiceOption" + - nullable: true + parallel_tool_calls: + $ref: "#/components/schemas/ParallelToolCalls" + response_format: + allOf: + - $ref: "#/components/schemas/AssistantsApiResponseFormatOption" + - nullable: true + required: + - id + - object + - created_at + - thread_id + - assistant_id + - status + - required_action + - last_error + - expires_at + - started_at + - cancelled_at + - failed_at + - completed_at + - model + - instructions + - tools + - metadata + - usage + - incomplete_details + - max_prompt_tokens + - max_completion_tokens + - truncation_strategy + - tool_choice + - parallel_tool_calls + - response_format + x-oaiMeta: + name: The run object + beta: true + example: | + { + "id": "run_abc123", + "object": "thread.run", + "created_at": 1698107661, + "assistant_id": "asst_abc123", + "thread_id": "thread_abc123", + "status": "completed", + "started_at": 1699073476, + "expires_at": null, + "cancelled_at": null, + "failed_at": null, + "completed_at": 1699073498, + "last_error": null, + "model": "gpt-4o", + "instructions": null, + "tools": [{"type": "file_search"}, {"type": "code_interpreter"}], + "metadata": {}, + "incomplete_details": null, + "usage": { + "prompt_tokens": 123, + "completion_tokens": 456, + "total_tokens": 579 + }, + "temperature": 1.0, + "top_p": 1.0, + "max_prompt_tokens": 1000, + "max_completion_tokens": 1000, + "truncation_strategy": { + "type": "auto", + "last_messages": null + }, + "response_format": "auto", + "tool_choice": "auto", + "parallel_tool_calls": true + } + RunStepCompletionUsage: + type: object + description: + Usage statistics related to the run step. This value will be `null` + while the run step's status is `in_progress`. + properties: + completion_tokens: + type: integer + description: Number of completion tokens used over the course of the run step. + prompt_tokens: + type: integer + description: Number of prompt tokens used over the course of the run step. + total_tokens: + type: integer + description: Total number of tokens used (prompt + completion). + required: + - prompt_tokens + - completion_tokens + - total_tokens + nullable: true + RunStepDeltaObject: + type: object + title: Run step delta object + description: > + Represents a run step delta i.e. any changed fields on a run step during + streaming. + properties: + id: + description: + The identifier of the run step, which can be referenced in API + endpoints. + type: string + object: + description: The object type, which is always `thread.run.step.delta`. + type: string + enum: + - thread.run.step.delta + x-stainless-const: true + delta: + description: The delta containing the fields that have changed on the run step. + type: object + properties: + step_details: + type: object + description: The details of the run step. + oneOf: + - $ref: "#/components/schemas/RunStepDeltaStepDetailsMessageCreationObject" + - $ref: "#/components/schemas/RunStepDeltaStepDetailsToolCallsObject" + x-oaiExpandable: true + required: + - id + - object + - delta + x-oaiMeta: + name: The run step delta object + beta: true + example: | + { + "id": "step_123", + "object": "thread.run.step.delta", + "delta": { + "step_details": { + "type": "tool_calls", + "tool_calls": [ + { + "index": 0, + "id": "call_123", + "type": "code_interpreter", + "code_interpreter": { "input": "", "outputs": [] } + } + ] + } + } + } + RunStepDeltaStepDetailsMessageCreationObject: + title: Message creation + type: object + description: Details of the message creation by the run step. + properties: + type: + description: Always `message_creation`. + type: string + enum: + - message_creation + x-stainless-const: true + message_creation: + type: object + properties: + message_id: + type: string + description: The ID of the message that was created by this run step. + required: + - type + RunStepDeltaStepDetailsToolCallsCodeObject: + title: Code interpreter tool call + type: object + description: Details of the Code Interpreter tool call the run step was involved in. + properties: + index: + type: integer + description: The index of the tool call in the tool calls array. + id: + type: string + description: The ID of the tool call. + type: + type: string + description: The type of tool call. This is always going to be + `code_interpreter` for this type of tool call. + enum: + - code_interpreter + x-stainless-const: true + code_interpreter: + type: object + description: The Code Interpreter tool call definition. + properties: + input: + type: string + description: The input to the Code Interpreter tool call. + outputs: + type: array + description: + The outputs from the Code Interpreter tool call. Code Interpreter + can output one or more items, including text (`logs`) or images + (`image`). Each of these are represented by a different object + type. + items: + type: object + oneOf: + - $ref: + "#/components/schemas/RunStepDeltaStepDetailsToolCallsCodeOutputLogsObjec\ + t" + - $ref: + "#/components/schemas/RunStepDeltaStepDetailsToolCallsCodeOutputImageObje\ + ct" + x-oaiExpandable: true + required: + - index + - type + RunStepDeltaStepDetailsToolCallsCodeOutputImageObject: + title: Code interpreter image output + type: object + properties: + index: + type: integer + description: The index of the output in the outputs array. + type: + description: Always `image`. + type: string + enum: + - image + x-stainless-const: true + image: + type: object + properties: + file_id: + description: The [file](/docs/api-reference/files) ID of the image. + type: string + required: + - index + - type + RunStepDeltaStepDetailsToolCallsCodeOutputLogsObject: + title: Code interpreter log output + type: object + description: Text output from the Code Interpreter tool call as part of a run step. + properties: + index: + type: integer + description: The index of the output in the outputs array. + type: + description: Always `logs`. + type: string + enum: + - logs + x-stainless-const: true + logs: + type: string + description: The text output from the Code Interpreter tool call. + required: + - index + - type + RunStepDeltaStepDetailsToolCallsFileSearchObject: + title: File search tool call + type: object + properties: + index: + type: integer + description: The index of the tool call in the tool calls array. + id: + type: string + description: The ID of the tool call object. + type: + type: string + description: + The type of tool call. This is always going to be `file_search` for + this type of tool call. + enum: + - file_search + x-stainless-const: true + file_search: + type: object + description: For now, this is always going to be an empty object. + x-oaiTypeLabel: map + required: + - index + - type + - file_search + RunStepDeltaStepDetailsToolCallsFunctionObject: + type: object + title: Function tool call + properties: + index: + type: integer + description: The index of the tool call in the tool calls array. + id: + type: string + description: The ID of the tool call object. + type: + type: string + description: + The type of tool call. This is always going to be `function` for + this type of tool call. + enum: + - function + x-stainless-const: true + function: + type: object + description: The definition of the function that was called. + properties: + name: + type: string + description: The name of the function. + arguments: + type: string + description: The arguments passed to the function. + output: + type: string + description: + The output of the function. This will be `null` if the outputs have + not been [submitted](/docs/api-reference/runs/submitToolOutputs) + yet. + nullable: true + required: + - index + - type + RunStepDeltaStepDetailsToolCallsObject: + title: Tool calls + type: object + description: Details of the tool call. + properties: + type: + description: Always `tool_calls`. + type: string + enum: + - tool_calls + x-stainless-const: true + tool_calls: + type: array + description: > + An array of tool calls the run step was involved in. These can be + associated with one of three types of tools: `code_interpreter`, + `file_search`, or `function`. + items: + oneOf: + - $ref: "#/components/schemas/RunStepDeltaStepDetailsToolCallsCodeObject" + - $ref: "#/components/schemas/RunStepDeltaStepDetailsToolCallsFileSearchObject" + - $ref: "#/components/schemas/RunStepDeltaStepDetailsToolCallsFunctionObject" + x-oaiExpandable: true + required: + - type + RunStepDetailsMessageCreationObject: + title: Message creation + type: object + description: Details of the message creation by the run step. + properties: + type: + description: Always `message_creation`. + type: string + enum: + - message_creation + x-stainless-const: true + message_creation: + type: object + properties: + message_id: + type: string + description: The ID of the message that was created by this run step. + required: + - message_id + required: + - type + - message_creation + RunStepDetailsToolCallsCodeObject: + title: Code Interpreter tool call + type: object + description: Details of the Code Interpreter tool call the run step was involved in. + properties: + id: + type: string + description: The ID of the tool call. + type: + type: string + description: The type of tool call. This is always going to be + `code_interpreter` for this type of tool call. + enum: + - code_interpreter + x-stainless-const: true + code_interpreter: + type: object + description: The Code Interpreter tool call definition. + required: + - input + - outputs + properties: + input: + type: string + description: The input to the Code Interpreter tool call. + outputs: + type: array + description: + The outputs from the Code Interpreter tool call. Code Interpreter + can output one or more items, including text (`logs`) or images + (`image`). Each of these are represented by a different object + type. + items: + type: object + oneOf: + - $ref: "#/components/schemas/RunStepDetailsToolCallsCodeOutputLogsObject" + - $ref: "#/components/schemas/RunStepDetailsToolCallsCodeOutputImageObject" + x-oaiExpandable: true + required: + - id + - type + - code_interpreter + RunStepDetailsToolCallsCodeOutputImageObject: + title: Code Interpreter image output + type: object + properties: + type: + description: Always `image`. + type: string + enum: + - image + x-stainless-const: true + image: + type: object + properties: + file_id: + description: The [file](/docs/api-reference/files) ID of the image. + type: string + required: + - file_id + required: + - type + - image + RunStepDetailsToolCallsCodeOutputLogsObject: + title: Code Interpreter log output + type: object + description: Text output from the Code Interpreter tool call as part of a run step. + properties: + type: + description: Always `logs`. + type: string + enum: + - logs + x-stainless-const: true + logs: + type: string + description: The text output from the Code Interpreter tool call. + required: + - type + - logs + RunStepDetailsToolCallsFileSearchObject: + title: File search tool call + type: object + properties: + id: + type: string + description: The ID of the tool call object. + type: + type: string + description: + The type of tool call. This is always going to be `file_search` for + this type of tool call. + enum: + - file_search + x-stainless-const: true + file_search: + type: object + description: For now, this is always going to be an empty object. + x-oaiTypeLabel: map + properties: + ranking_options: + $ref: + "#/components/schemas/RunStepDetailsToolCallsFileSearchRankingOptionsObje\ + ct" + results: + type: array + description: The results of the file search. + items: + $ref: "#/components/schemas/RunStepDetailsToolCallsFileSearchResultObject" + required: + - id + - type + - file_search + RunStepDetailsToolCallsFileSearchRankingOptionsObject: + title: File search tool call ranking options + type: object + description: The ranking options for the file search. + properties: + ranker: + type: string + description: The ranker used for the file search. + enum: + - default_2024_08_21 + x-stainless-const: true + score_threshold: + type: number + description: + The score threshold for the file search. All values must be a + floating point number between 0 and 1. + minimum: 0 + maximum: 1 + required: + - ranker + - score_threshold + RunStepDetailsToolCallsFileSearchResultObject: + title: File search tool call result + type: object + description: A result instance of the file search. + x-oaiTypeLabel: map + properties: + file_id: + type: string + description: The ID of the file that result was found in. + file_name: + type: string + description: The name of the file that result was found in. + score: + type: number + description: + The score of the result. All values must be a floating point number + between 0 and 1. + minimum: 0 + maximum: 1 + content: + type: array + description: + The content of the result that was found. The content is only + included if requested via the include query parameter. + items: + type: object + properties: + type: + type: string + description: The type of the content. + enum: + - text + x-stainless-const: true + text: + type: string + description: The text content of the file. + required: + - file_id + - file_name + - score + RunStepDetailsToolCallsFunctionObject: + type: object + title: Function tool call + properties: + id: + type: string + description: The ID of the tool call object. + type: + type: string + description: + The type of tool call. This is always going to be `function` for + this type of tool call. + enum: + - function + x-stainless-const: true + function: + type: object + description: The definition of the function that was called. + properties: + name: + type: string + description: The name of the function. + arguments: + type: string + description: The arguments passed to the function. + output: + type: string + description: + The output of the function. This will be `null` if the outputs have + not been [submitted](/docs/api-reference/runs/submitToolOutputs) + yet. + nullable: true + required: + - name + - arguments + - output + required: + - id + - type + - function + RunStepDetailsToolCallsObject: + title: Tool calls + type: object + description: Details of the tool call. + properties: + type: + description: Always `tool_calls`. + type: string + enum: + - tool_calls + x-stainless-const: true + tool_calls: + type: array + description: > + An array of tool calls the run step was involved in. These can be + associated with one of three types of tools: `code_interpreter`, + `file_search`, or `function`. + items: + oneOf: + - $ref: "#/components/schemas/RunStepDetailsToolCallsCodeObject" + - $ref: "#/components/schemas/RunStepDetailsToolCallsFileSearchObject" + - $ref: "#/components/schemas/RunStepDetailsToolCallsFunctionObject" + x-oaiExpandable: true + required: + - type + - tool_calls + RunStepObject: + type: object + title: Run steps + description: | + Represents a step in execution of a run. + properties: + id: + description: + The identifier of the run step, which can be referenced in API + endpoints. + type: string + object: + description: The object type, which is always `thread.run.step`. + type: string + enum: + - thread.run.step + x-stainless-const: true + created_at: + description: The Unix timestamp (in seconds) for when the run step was created. + type: integer + assistant_id: + description: The ID of the [assistant](/docs/api-reference/assistants) + associated with the run step. + type: string + thread_id: + description: The ID of the [thread](/docs/api-reference/threads) that was run. + type: string + run_id: + description: + The ID of the [run](/docs/api-reference/runs) that this run step is + a part of. + type: string + type: + description: + The type of run step, which can be either `message_creation` or + `tool_calls`. + type: string + enum: + - message_creation + - tool_calls + status: + description: + The status of the run step, which can be either `in_progress`, + `cancelled`, `failed`, `completed`, or `expired`. + type: string + enum: + - in_progress + - cancelled + - failed + - completed + - expired + step_details: + type: object + description: The details of the run step. + oneOf: + - $ref: "#/components/schemas/RunStepDetailsMessageCreationObject" + - $ref: "#/components/schemas/RunStepDetailsToolCallsObject" + x-oaiExpandable: true + last_error: + type: object + description: + The last error associated with this run step. Will be `null` if + there are no errors. + nullable: true + properties: + code: + type: string + description: One of `server_error` or `rate_limit_exceeded`. + enum: + - server_error + - rate_limit_exceeded + message: + type: string + description: A human-readable description of the error. + required: + - code + - message + expired_at: + description: + The Unix timestamp (in seconds) for when the run step expired. A + step is considered expired if the parent run is expired. + type: integer + nullable: true + cancelled_at: + description: The Unix timestamp (in seconds) for when the run step was cancelled. + type: integer + nullable: true + failed_at: + description: The Unix timestamp (in seconds) for when the run step failed. + type: integer + nullable: true + completed_at: + description: The Unix timestamp (in seconds) for when the run step completed. + type: integer + nullable: true + metadata: + $ref: "#/components/schemas/Metadata" + usage: + $ref: "#/components/schemas/RunStepCompletionUsage" + required: + - id + - object + - created_at + - assistant_id + - thread_id + - run_id + - type + - status + - step_details + - last_error + - expired_at + - cancelled_at + - failed_at + - completed_at + - metadata + - usage + x-oaiMeta: + name: The run step object + beta: true + example: | + { + "id": "step_abc123", + "object": "thread.run.step", + "created_at": 1699063291, + "run_id": "run_abc123", + "assistant_id": "asst_abc123", + "thread_id": "thread_abc123", + "type": "message_creation", + "status": "completed", + "cancelled_at": null, + "completed_at": 1699063291, + "expired_at": null, + "failed_at": null, + "last_error": null, + "step_details": { + "type": "message_creation", + "message_creation": { + "message_id": "msg_abc123" + } + }, + "usage": { + "prompt_tokens": 123, + "completion_tokens": 456, + "total_tokens": 579 + } + } + RunStepStreamEvent: + oneOf: + - type: object + properties: + event: + type: string + enum: + - thread.run.step.created + x-stainless-const: true + data: + $ref: "#/components/schemas/RunStepObject" + required: + - event + - data + description: + Occurs when a [run step](/docs/api-reference/run-steps/step-object) + is created. + x-oaiMeta: + dataDescription: "`data` is a [run step](/docs/api-reference/run-steps/step-object)" + - type: object + properties: + event: + type: string + enum: + - thread.run.step.in_progress + x-stainless-const: true + data: + $ref: "#/components/schemas/RunStepObject" + required: + - event + - data + description: + Occurs when a [run step](/docs/api-reference/run-steps/step-object) + moves to an `in_progress` state. + x-oaiMeta: + dataDescription: "`data` is a [run step](/docs/api-reference/run-steps/step-object)" + - type: object + properties: + event: + type: string + enum: + - thread.run.step.delta + x-stainless-const: true + data: + $ref: "#/components/schemas/RunStepDeltaObject" + required: + - event + - data + description: Occurs when parts of a [run + step](/docs/api-reference/run-steps/step-object) are being streamed. + x-oaiMeta: + dataDescription: "`data` is a [run step + delta](/docs/api-reference/assistants-streaming/run-step-delta-ob\ + ject)" + - type: object + properties: + event: + type: string + enum: + - thread.run.step.completed + x-stainless-const: true + data: + $ref: "#/components/schemas/RunStepObject" + required: + - event + - data + description: + Occurs when a [run step](/docs/api-reference/run-steps/step-object) + is completed. + x-oaiMeta: + dataDescription: "`data` is a [run step](/docs/api-reference/run-steps/step-object)" + - type: object + properties: + event: + type: string + enum: + - thread.run.step.failed + x-stainless-const: true + data: + $ref: "#/components/schemas/RunStepObject" + required: + - event + - data + description: + Occurs when a [run step](/docs/api-reference/run-steps/step-object) + fails. + x-oaiMeta: + dataDescription: "`data` is a [run step](/docs/api-reference/run-steps/step-object)" + - type: object + properties: + event: + type: string + enum: + - thread.run.step.cancelled + x-stainless-const: true + data: + $ref: "#/components/schemas/RunStepObject" + required: + - event + - data + description: + Occurs when a [run step](/docs/api-reference/run-steps/step-object) + is cancelled. + x-oaiMeta: + dataDescription: "`data` is a [run step](/docs/api-reference/run-steps/step-object)" + - type: object + properties: + event: + type: string + enum: + - thread.run.step.expired + x-stainless-const: true + data: + $ref: "#/components/schemas/RunStepObject" + required: + - event + - data + description: + Occurs when a [run step](/docs/api-reference/run-steps/step-object) + expires. + x-oaiMeta: + dataDescription: "`data` is a [run step](/docs/api-reference/run-steps/step-object)" + RunStreamEvent: + oneOf: + - type: object + properties: + event: + type: string + enum: + - thread.run.created + x-stainless-const: true + data: + $ref: "#/components/schemas/RunObject" + required: + - event + - data + description: Occurs when a new [run](/docs/api-reference/runs/object) is created. + x-oaiMeta: + dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" + - type: object + properties: + event: + type: string + enum: + - thread.run.queued + x-stainless-const: true + data: + $ref: "#/components/schemas/RunObject" + required: + - event + - data + description: + Occurs when a [run](/docs/api-reference/runs/object) moves to a + `queued` status. + x-oaiMeta: + dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" + - type: object + properties: + event: + type: string + enum: + - thread.run.in_progress + x-stainless-const: true + data: + $ref: "#/components/schemas/RunObject" + required: + - event + - data + description: + Occurs when a [run](/docs/api-reference/runs/object) moves to an + `in_progress` status. + x-oaiMeta: + dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" + - type: object + properties: + event: + type: string + enum: + - thread.run.requires_action + x-stainless-const: true + data: + $ref: "#/components/schemas/RunObject" + required: + - event + - data + description: + Occurs when a [run](/docs/api-reference/runs/object) moves to a + `requires_action` status. + x-oaiMeta: + dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" + - type: object + properties: + event: + type: string + enum: + - thread.run.completed + x-stainless-const: true + data: + $ref: "#/components/schemas/RunObject" + required: + - event + - data + description: Occurs when a [run](/docs/api-reference/runs/object) is completed. + x-oaiMeta: + dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" + - type: object + properties: + event: + type: string + enum: + - thread.run.incomplete + x-stainless-const: true + data: + $ref: "#/components/schemas/RunObject" + required: + - event + - data + description: + Occurs when a [run](/docs/api-reference/runs/object) ends with + status `incomplete`. + x-oaiMeta: + dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" + - type: object + properties: + event: + type: string + enum: + - thread.run.failed + x-stainless-const: true + data: + $ref: "#/components/schemas/RunObject" + required: + - event + - data + description: Occurs when a [run](/docs/api-reference/runs/object) fails. + x-oaiMeta: + dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" + - type: object + properties: + event: + type: string + enum: + - thread.run.cancelling + x-stainless-const: true + data: + $ref: "#/components/schemas/RunObject" + required: + - event + - data + description: + Occurs when a [run](/docs/api-reference/runs/object) moves to a + `cancelling` status. + x-oaiMeta: + dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" + - type: object + properties: + event: + type: string + enum: + - thread.run.cancelled + x-stainless-const: true + data: + $ref: "#/components/schemas/RunObject" + required: + - event + - data + description: Occurs when a [run](/docs/api-reference/runs/object) is cancelled. + x-oaiMeta: + dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" + - type: object + properties: + event: + type: string + enum: + - thread.run.expired + x-stainless-const: true + data: + $ref: "#/components/schemas/RunObject" + required: + - event + - data + description: Occurs when a [run](/docs/api-reference/runs/object) expires. + x-oaiMeta: + dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" + RunToolCallObject: + type: object + description: Tool call objects + properties: + id: + type: string + description: + The ID of the tool call. This ID must be referenced when you submit + the tool outputs in using the [Submit tool outputs to + run](/docs/api-reference/runs/submitToolOutputs) endpoint. + type: + type: string + description: + The type of tool call the output is required for. For now, this is + always `function`. + enum: + - function + x-stainless-const: true + function: + type: object + description: The function definition. + properties: + name: + type: string + description: The name of the function. + arguments: + type: string + description: The arguments that the model expects you to pass to the function. + required: + - name + - arguments + required: + - id + - type + - function + StaticChunkingStrategy: + type: object + additionalProperties: false + properties: + max_chunk_size_tokens: + type: integer + minimum: 100 + maximum: 4096 + description: + The maximum number of tokens in each chunk. The default value is + `800`. The minimum value is `100` and the maximum value is `4096`. + chunk_overlap_tokens: + type: integer + description: > + The number of tokens that overlap between chunks. The default value + is `400`. + + + Note that the overlap must not exceed half of + `max_chunk_size_tokens`. + required: + - max_chunk_size_tokens + - chunk_overlap_tokens + StaticChunkingStrategyRequestParam: + type: object + title: Static Chunking Strategy + additionalProperties: false + properties: + type: + type: string + description: Always `static`. + enum: + - static + x-stainless-const: true + static: + $ref: "#/components/schemas/StaticChunkingStrategy" + required: + - type + - static + StaticChunkingStrategyResponseParam: + type: object + title: Static Chunking Strategy + additionalProperties: false + properties: + type: + type: string + description: Always `static`. + enum: + - static + x-stainless-const: true + static: + $ref: "#/components/schemas/StaticChunkingStrategy" + required: + - type + - static + SubmitToolOutputsRunRequest: + type: object + additionalProperties: false + properties: + tool_outputs: + description: A list of tools for which the outputs are being submitted. + type: array + items: + type: object + properties: + tool_call_id: + type: string + description: + The ID of the tool call in the `required_action` object within the + run object the output is being submitted for. + output: + type: string + description: The output of the tool call to be submitted to continue the run. + stream: + type: boolean + nullable: true + description: > + If `true`, returns a stream of events that happen during the Run as + server-sent events, terminating when the Run enters a terminal state + with a `data: [DONE]` message. + required: + - tool_outputs + ThreadObject: + type: object + title: Thread + description: Represents a thread that contains + [messages](/docs/api-reference/messages). + properties: + id: + description: The identifier, which can be referenced in API endpoints. + type: string + object: + description: The object type, which is always `thread`. + type: string + enum: + - thread + x-stainless-const: true + created_at: + description: The Unix timestamp (in seconds) for when the thread was created. + type: integer + tool_resources: + type: object + description: > + A set of resources that are made available to the assistant's tools + in this thread. The resources are specific to the type of tool. For + example, the `code_interpreter` tool requires a list of file IDs, + while the `file_search` tool requires a list of vector store IDs. + properties: + code_interpreter: + type: object + properties: + file_ids: + type: array + description: > + A list of [file](/docs/api-reference/files) IDs made + available to the `code_interpreter` tool. There can be a + maximum of 20 files associated with the tool. + default: [] + maxItems: 20 + items: + type: string + file_search: + type: object + properties: + vector_store_ids: + type: array + description: > + The [vector store](/docs/api-reference/vector-stores/object) + attached to this thread. There can be a maximum of 1 vector + store attached to the thread. + maxItems: 1 + items: + type: string + nullable: true + metadata: + $ref: "#/components/schemas/Metadata" + required: + - id + - object + - created_at + - tool_resources + - metadata + x-oaiMeta: + name: The thread object + beta: true + example: | + { + "id": "thread_abc123", + "object": "thread", + "created_at": 1698107661, + "metadata": {} + } + ThreadStreamEvent: + oneOf: + - type: object + properties: + enabled: + type: boolean + description: Whether to enable input audio transcription. + event: + type: string + enum: + - thread.created + x-stainless-const: true + data: + $ref: "#/components/schemas/ThreadObject" + required: + - event + - data + description: + Occurs when a new [thread](/docs/api-reference/threads/object) is + created. + x-oaiMeta: + dataDescription: "`data` is a [thread](/docs/api-reference/threads/object)" + TranscriptionSegment: + type: object + properties: + id: + type: integer + description: Unique identifier of the segment. + seek: + type: integer + description: Seek offset of the segment. + start: + type: number + format: float + description: Start time of the segment in seconds. + end: + type: number + format: float + description: End time of the segment in seconds. + text: + type: string + description: Text content of the segment. + tokens: + type: array + items: + type: integer + description: Array of token IDs for the text content. + temperature: + type: number + format: float + description: Temperature parameter used for generating the segment. + avg_logprob: + type: number + format: float + description: + Average logprob of the segment. If the value is lower than -1, + consider the logprobs failed. + compression_ratio: + type: number + format: float + description: + Compression ratio of the segment. If the value is greater than 2.4, + consider the compression failed. + no_speech_prob: + type: number + format: float + description: + Probability of no speech in the segment. If the value is higher + than 1.0 and the `avg_logprob` is below -1, consider this segment + silent. + required: + - id + - seek + - start + - end + - text + - tokens + - temperature + - avg_logprob + - compression_ratio + - no_speech_prob + TranscriptionWord: + type: object + properties: + word: + type: string + description: The text content of the word. + start: + type: number + format: float + description: Start time of the word in seconds. + end: + type: number + format: float + description: End time of the word in seconds. + required: + - word + - start + - end + TruncationObject: + type: object + title: Thread Truncation Controls + description: + Controls for how a thread will be truncated prior to the run. Use + this to control the intial context window of the run. + properties: + type: + type: string + description: + The truncation strategy to use for the thread. The default is + `auto`. If set to `last_messages`, the thread will be truncated to + the n most recent messages in the thread. When set to `auto`, + messages in the middle of the thread will be dropped to fit the + context length of the model, `max_prompt_tokens`. + enum: + - auto + - last_messages + last_messages: + type: integer + description: The number of most recent messages from the thread when + constructing the context for the run. + minimum: 1 + nullable: true + required: + - type + UpdateVectorStoreRequest: + type: object + additionalProperties: false + properties: + name: + description: The name of the vector store. + type: string + nullable: true + expires_after: + allOf: + - $ref: "#/components/schemas/VectorStoreExpirationAfter" + - nullable: true + metadata: + $ref: "#/components/schemas/Metadata" + Upload: + type: object + title: Upload + description: | + The Upload object can accept byte chunks in the form of Parts. + properties: + id: + type: string + description: + The Upload unique identifier, which can be referenced in API + endpoints. + created_at: + type: integer + description: The Unix timestamp (in seconds) for when the Upload was created. + filename: + type: string + description: The name of the file to be uploaded. + bytes: + type: integer + description: The intended number of bytes to be uploaded. + purpose: + type: string + description: The intended purpose of the file. [Please refer + here](/docs/api-reference/files/object#files/object-purpose) for + acceptable values. + status: + type: string + description: The status of the Upload. + enum: + - pending + - completed + - cancelled + - expired + expires_at: + type: integer + description: The Unix timestamp (in seconds) for when the Upload was created. + object: + type: string + description: The object type, which is always "upload". + enum: + - upload + x-stainless-const: true + file: + allOf: + - $ref: "#/components/schemas/OpenAIFile" + - nullable: true + description: The ready File object after the Upload is completed. + required: + - bytes + - created_at + - expires_at + - filename + - id + - purpose + - status + x-oaiMeta: + name: The upload object + example: | + { + "id": "upload_abc123", + "object": "upload", + "bytes": 2147483648, + "created_at": 1719184911, + "filename": "training_examples.jsonl", + "purpose": "fine-tune", + "status": "completed", + "expires_at": 1719127296, + "file": { + "id": "file-xyz321", + "object": "file", + "bytes": 2147483648, + "created_at": 1719186911, + "filename": "training_examples.jsonl", + "purpose": "fine-tune", + } + } + UploadPart: + type: object + title: UploadPart + description: > + The upload Part represents a chunk of bytes we can add to an Upload + object. + properties: + id: + type: string + description: + The upload Part unique identifier, which can be referenced in API + endpoints. + created_at: + type: integer + description: The Unix timestamp (in seconds) for when the Part was created. + upload_id: + type: string + description: The ID of the Upload object that this Part was added to. + object: + type: string + description: The object type, which is always `upload.part`. + enum: + - upload.part + x-stainless-const: true + required: + - created_at + - id + - object + - upload_id + x-oaiMeta: + name: The upload part object + example: | + { + "id": "part_def456", + "object": "upload.part", + "created_at": 1719186911, + "upload_id": "upload_abc123" + } + UsageAudioSpeechesResult: + type: object + description: The aggregated audio speeches usage details of the specific time bucket. + properties: + object: + type: string + enum: + - organization.usage.audio_speeches.result + x-stainless-const: true + characters: + type: integer + description: The number of characters processed. + num_model_requests: + type: integer + description: The count of requests made to the model. + project_id: + type: string + nullable: true + description: + When `group_by=project_id`, this field provides the project ID of + the grouped usage result. + user_id: + type: string + nullable: true + description: + When `group_by=user_id`, this field provides the user ID of the + grouped usage result. + api_key_id: + type: string + nullable: true + description: + When `group_by=api_key_id`, this field provides the API key ID of + the grouped usage result. + model: + type: string + nullable: true + description: + When `group_by=model`, this field provides the model name of the + grouped usage result. + required: + - object + - characters + - num_model_requests + x-oaiMeta: + name: Audio speeches usage object + example: | + { + "object": "organization.usage.audio_speeches.result", + "characters": 45, + "num_model_requests": 1, + "project_id": "proj_abc", + "user_id": "user-abc", + "api_key_id": "key_abc", + "model": "tts-1" + } + UsageAudioTranscriptionsResult: + type: object + description: + The aggregated audio transcriptions usage details of the specific + time bucket. + properties: + object: + type: string + enum: + - organization.usage.audio_transcriptions.result + x-stainless-const: true + seconds: + type: integer + description: The number of seconds processed. + num_model_requests: + type: integer + description: The count of requests made to the model. + project_id: + type: string + nullable: true + description: + When `group_by=project_id`, this field provides the project ID of + the grouped usage result. + user_id: + type: string + nullable: true + description: + When `group_by=user_id`, this field provides the user ID of the + grouped usage result. + api_key_id: + type: string + nullable: true + description: + When `group_by=api_key_id`, this field provides the API key ID of + the grouped usage result. + model: + type: string + nullable: true + description: + When `group_by=model`, this field provides the model name of the + grouped usage result. + required: + - object + - seconds + - num_model_requests + x-oaiMeta: + name: Audio transcriptions usage object + example: | + { + "object": "organization.usage.audio_transcriptions.result", + "seconds": 10, + "num_model_requests": 1, + "project_id": "proj_abc", + "user_id": "user-abc", + "api_key_id": "key_abc", + "model": "tts-1" + } + UsageCodeInterpreterSessionsResult: + type: object + description: The aggregated code interpreter sessions usage details of the + specific time bucket. + properties: + object: + type: string + enum: + - organization.usage.code_interpreter_sessions.result + x-stainless-const: true + sessions: + type: integer + description: The number of code interpreter sessions. + project_id: + type: string + nullable: true + description: + When `group_by=project_id`, this field provides the project ID of + the grouped usage result. + required: + - object + - sessions + x-oaiMeta: + name: Code interpreter sessions usage object + example: | + { + "object": "organization.usage.code_interpreter_sessions.result", + "sessions": 1, + "project_id": "proj_abc" + } + UsageCompletionsResult: + type: object + description: The aggregated completions usage details of the specific time bucket. + properties: + object: + type: string + enum: + - organization.usage.completions.result + x-stainless-const: true + input_tokens: + type: integer + description: + The aggregated number of text input tokens used, including cached + tokens. For customers subscribe to scale tier, this includes scale + tier tokens. + input_cached_tokens: + type: integer + description: + The aggregated number of text input tokens that has been cached + from previous requests. For customers subscribe to scale tier, this + includes scale tier tokens. + output_tokens: + type: integer + description: + The aggregated number of text output tokens used. For customers + subscribe to scale tier, this includes scale tier tokens. + input_audio_tokens: + type: integer + description: + The aggregated number of audio input tokens used, including cached + tokens. + output_audio_tokens: + type: integer + description: The aggregated number of audio output tokens used. + num_model_requests: + type: integer + description: The count of requests made to the model. + project_id: + type: string + nullable: true + description: + When `group_by=project_id`, this field provides the project ID of + the grouped usage result. + user_id: + type: string + nullable: true + description: + When `group_by=user_id`, this field provides the user ID of the + grouped usage result. + api_key_id: + type: string + nullable: true + description: + When `group_by=api_key_id`, this field provides the API key ID of + the grouped usage result. + model: + type: string + nullable: true + description: + When `group_by=model`, this field provides the model name of the + grouped usage result. + batch: + type: boolean + nullable: true + description: + When `group_by=batch`, this field tells whether the grouped usage + result is batch or not. + required: + - object + - input_tokens + - output_tokens + - num_model_requests + x-oaiMeta: + name: Completions usage object + example: | + { + "object": "organization.usage.completions.result", + "input_tokens": 5000, + "output_tokens": 1000, + "input_cached_tokens": 4000, + "input_audio_tokens": 300, + "output_audio_tokens": 200, + "num_model_requests": 5, + "project_id": "proj_abc", + "user_id": "user-abc", + "api_key_id": "key_abc", + "model": "gpt-4o-mini-2024-07-18", + "batch": false + } + UsageEmbeddingsResult: + type: object + description: The aggregated embeddings usage details of the specific time bucket. + properties: + object: + type: string + enum: + - organization.usage.embeddings.result + x-stainless-const: true + input_tokens: + type: integer + description: The aggregated number of input tokens used. + num_model_requests: + type: integer + description: The count of requests made to the model. + project_id: + type: string + nullable: true + description: + When `group_by=project_id`, this field provides the project ID of + the grouped usage result. + user_id: + type: string + nullable: true + description: + When `group_by=user_id`, this field provides the user ID of the + grouped usage result. + api_key_id: + type: string + nullable: true + description: + When `group_by=api_key_id`, this field provides the API key ID of + the grouped usage result. + model: + type: string + nullable: true + description: + When `group_by=model`, this field provides the model name of the + grouped usage result. + required: + - object + - input_tokens + - num_model_requests + x-oaiMeta: + name: Embeddings usage object + example: | + { + "object": "organization.usage.embeddings.result", + "input_tokens": 20, + "num_model_requests": 2, + "project_id": "proj_abc", + "user_id": "user-abc", + "api_key_id": "key_abc", + "model": "text-embedding-ada-002-v2" + } + UsageImagesResult: + type: object + description: The aggregated images usage details of the specific time bucket. + properties: + object: + type: string + enum: + - organization.usage.images.result + x-stainless-const: true + images: + type: integer + description: The number of images processed. + num_model_requests: + type: integer + description: The count of requests made to the model. + source: + type: string + nullable: true + description: + When `group_by=source`, this field provides the source of the + grouped usage result, possible values are `image.generation`, + `image.edit`, `image.variation`. + size: + type: string + nullable: true + description: + When `group_by=size`, this field provides the image size of the + grouped usage result. + project_id: + type: string + nullable: true + description: + When `group_by=project_id`, this field provides the project ID of + the grouped usage result. + user_id: + type: string + nullable: true + description: + When `group_by=user_id`, this field provides the user ID of the + grouped usage result. + api_key_id: + type: string + nullable: true + description: + When `group_by=api_key_id`, this field provides the API key ID of + the grouped usage result. + model: + type: string + nullable: true + description: + When `group_by=model`, this field provides the model name of the + grouped usage result. + required: + - object + - images + - num_model_requests + x-oaiMeta: + name: Images usage object + example: | + { + "object": "organization.usage.images.result", + "images": 2, + "num_model_requests": 2, + "size": "1024x1024", + "source": "image.generation", + "project_id": "proj_abc", + "user_id": "user-abc", + "api_key_id": "key_abc", + "model": "dall-e-3" + } + UsageModerationsResult: + type: object + description: The aggregated moderations usage details of the specific time bucket. + properties: + object: + type: string + enum: + - organization.usage.moderations.result + x-stainless-const: true + input_tokens: + type: integer + description: The aggregated number of input tokens used. + num_model_requests: + type: integer + description: The count of requests made to the model. + project_id: + type: string + nullable: true + description: + When `group_by=project_id`, this field provides the project ID of + the grouped usage result. + user_id: + type: string + nullable: true + description: + When `group_by=user_id`, this field provides the user ID of the + grouped usage result. + api_key_id: + type: string + nullable: true + description: + When `group_by=api_key_id`, this field provides the API key ID of + the grouped usage result. + model: + type: string + nullable: true + description: + When `group_by=model`, this field provides the model name of the + grouped usage result. + required: + - object + - input_tokens + - num_model_requests + x-oaiMeta: + name: Moderations usage object + example: | + { + "object": "organization.usage.moderations.result", + "input_tokens": 20, + "num_model_requests": 2, + "project_id": "proj_abc", + "user_id": "user-abc", + "api_key_id": "key_abc", + "model": "text-moderation" + } + UsageResponse: + type: object + properties: + object: + type: string + enum: + - page + x-stainless-const: true + data: + type: array + items: + $ref: "#/components/schemas/UsageTimeBucket" + has_more: + type: boolean + next_page: + type: string + required: + - object + - data + - has_more + - next_page + UsageTimeBucket: + type: object + properties: + object: + type: string + enum: + - bucket + x-stainless-const: true + start_time: + type: integer + end_time: + type: integer + result: + type: array + items: + oneOf: + - $ref: "#/components/schemas/UsageCompletionsResult" + - $ref: "#/components/schemas/UsageEmbeddingsResult" + - $ref: "#/components/schemas/UsageModerationsResult" + - $ref: "#/components/schemas/UsageImagesResult" + - $ref: "#/components/schemas/UsageAudioSpeechesResult" + - $ref: "#/components/schemas/UsageAudioTranscriptionsResult" + - $ref: "#/components/schemas/UsageVectorStoresResult" + - $ref: "#/components/schemas/UsageCodeInterpreterSessionsResult" + - $ref: "#/components/schemas/CostsResult" + required: + - object + - start_time + - end_time + - result + UsageVectorStoresResult: + type: object + description: The aggregated vector stores usage details of the specific time bucket. + properties: + object: + type: string + enum: + - organization.usage.vector_stores.result + x-stainless-const: true + usage_bytes: + type: integer + description: The vector stores usage in bytes. + project_id: + type: string + nullable: true + description: + When `group_by=project_id`, this field provides the project ID of + the grouped usage result. + required: + - object + - usage_bytes + x-oaiMeta: + name: Vector stores usage object + example: | + { + "object": "organization.usage.vector_stores.result", + "usage_bytes": 1024, + "project_id": "proj_abc" + } + User: + type: object + description: Represents an individual `user` within an organization. + properties: + object: + type: string + enum: + - organization.user + description: The object type, which is always `organization.user` + x-stainless-const: true + id: + type: string + description: The identifier, which can be referenced in API endpoints + name: + type: string + description: The name of the user + email: + type: string + description: The email address of the user + role: + type: string + enum: + - owner + - reader + description: "`owner` or `reader`" + added_at: + type: integer + description: The Unix timestamp (in seconds) of when the user was added. + required: + - object + - id + - name + - email + - role + - added_at + x-oaiMeta: + name: The user object + example: | + { + "object": "organization.user", + "id": "user_abc", + "name": "First Last", + "email": "user@example.com", + "role": "owner", + "added_at": 1711471533 + } + UserDeleteResponse: + type: object + properties: + object: + type: string + enum: + - organization.user.deleted + x-stainless-const: true + id: + type: string + deleted: + type: boolean + required: + - object + - id + - deleted + UserListResponse: + type: object + properties: + object: + type: string + enum: + - list + x-stainless-const: true + data: + type: array + items: + $ref: "#/components/schemas/User" + first_id: + type: string + last_id: + type: string + has_more: + type: boolean + required: + - object + - data + - first_id + - last_id + - has_more + UserRoleUpdateRequest: + type: object + properties: + role: + type: string + enum: + - owner + - reader + description: "`owner` or `reader`" + required: + - role + VectorStoreExpirationAfter: + type: object + title: Vector store expiration policy + description: The expiration policy for a vector store. + properties: + anchor: + description: + "Anchor timestamp after which the expiration policy applies. + Supported anchors: `last_active_at`." + type: string + enum: + - last_active_at + x-stainless-const: true + days: + description: + The number of days after the anchor time that the vector store will + expire. + type: integer + minimum: 1 + maximum: 365 + required: + - anchor + - days + VectorStoreFileBatchObject: + type: object + title: Vector store file batch + description: A batch of files attached to a vector store. + properties: + id: + description: The identifier, which can be referenced in API endpoints. + type: string + object: + description: The object type, which is always `vector_store.file_batch`. + type: string + enum: + - vector_store.files_batch + x-stainless-const: true + created_at: + description: + The Unix timestamp (in seconds) for when the vector store files + batch was created. + type: integer + vector_store_id: + description: The ID of the [vector + store](/docs/api-reference/vector-stores/object) that the + [File](/docs/api-reference/files) is attached to. + type: string + status: + description: + The status of the vector store files batch, which can be either + `in_progress`, `completed`, `cancelled` or `failed`. + type: string + enum: + - in_progress + - completed + - cancelled + - failed + file_counts: + type: object + properties: + in_progress: + description: The number of files that are currently being processed. + type: integer + completed: + description: The number of files that have been processed. + type: integer + failed: + description: The number of files that have failed to process. + type: integer + cancelled: + description: The number of files that where cancelled. + type: integer + total: + description: The total number of files. + type: integer + required: + - in_progress + - completed + - cancelled + - failed + - total + required: + - id + - object + - created_at + - vector_store_id + - status + - file_counts + x-oaiMeta: + name: The vector store files batch object + beta: true + example: | + { + "id": "vsfb_123", + "object": "vector_store.files_batch", + "created_at": 1698107661, + "vector_store_id": "vs_abc123", + "status": "completed", + "file_counts": { + "in_progress": 0, + "completed": 100, + "failed": 0, + "cancelled": 0, + "total": 100 + } + } + VectorStoreFileObject: + type: object + title: Vector store files + description: A list of files attached to a vector store. + properties: + id: + description: The identifier, which can be referenced in API endpoints. + type: string + object: + description: The object type, which is always `vector_store.file`. + type: string + enum: + - vector_store.file + x-stainless-const: true + usage_bytes: + description: + The total vector store usage in bytes. Note that this may be + different from the original file size. + type: integer + created_at: + description: + The Unix timestamp (in seconds) for when the vector store file was + created. + type: integer + vector_store_id: + description: The ID of the [vector + store](/docs/api-reference/vector-stores/object) that the + [File](/docs/api-reference/files) is attached to. + type: string + status: + description: The status of the vector store file, which can be either + `in_progress`, `completed`, `cancelled`, or `failed`. The status + `completed` indicates that the vector store file is ready for use. + type: string + enum: + - in_progress + - completed + - cancelled + - failed + last_error: + type: object + description: + The last error associated with this vector store file. Will be + `null` if there are no errors. + nullable: true + properties: + code: + type: string + description: One of `server_error` or `rate_limit_exceeded`. + enum: + - server_error + - unsupported_file + - invalid_file + message: + type: string + description: A human-readable description of the error. + required: + - code + - message + chunking_strategy: + type: object + description: The strategy used to chunk the file. + oneOf: + - $ref: "#/components/schemas/StaticChunkingStrategyResponseParam" + - $ref: "#/components/schemas/OtherChunkingStrategyResponseParam" + x-oaiExpandable: true + required: + - id + - object + - usage_bytes + - created_at + - vector_store_id + - status + - last_error + x-oaiMeta: + name: The vector store file object + beta: true + example: | + { + "id": "file-abc123", + "object": "vector_store.file", + "usage_bytes": 1234, + "created_at": 1698107661, + "vector_store_id": "vs_abc123", + "status": "completed", + "last_error": null, + "chunking_strategy": { + "type": "static", + "static": { + "max_chunk_size_tokens": 800, + "chunk_overlap_tokens": 400 + } + } + } + VectorStoreObject: + type: object + title: Vector store + description: + A vector store is a collection of processed files can be used by + the `file_search` tool. + properties: + id: + description: The identifier, which can be referenced in API endpoints. + type: string + object: + description: The object type, which is always `vector_store`. + type: string + enum: + - vector_store + x-stainless-const: true + created_at: + description: + The Unix timestamp (in seconds) for when the vector store was + created. + type: integer + name: + description: The name of the vector store. + type: string + usage_bytes: + description: The total number of bytes used by the files in the vector store. + type: integer + file_counts: + type: object + properties: + in_progress: + description: The number of files that are currently being processed. + type: integer + completed: + description: The number of files that have been successfully processed. + type: integer + failed: + description: The number of files that have failed to process. + type: integer + cancelled: + description: The number of files that were cancelled. + type: integer + total: + description: The total number of files. + type: integer + required: + - in_progress + - completed + - failed + - cancelled + - total + status: + description: + The status of the vector store, which can be either `expired`, + `in_progress`, or `completed`. A status of `completed` indicates + that the vector store is ready for use. + type: string + enum: + - expired + - in_progress + - completed + expires_after: + $ref: "#/components/schemas/VectorStoreExpirationAfter" + expires_at: + description: + The Unix timestamp (in seconds) for when the vector store will + expire. + type: integer + nullable: true + last_active_at: + description: + The Unix timestamp (in seconds) for when the vector store was last + active. + type: integer + nullable: true + metadata: + $ref: "#/components/schemas/Metadata" + required: + - id + - object + - usage_bytes + - created_at + - status + - last_active_at + - name + - file_counts + - metadata + x-oaiMeta: + name: The vector store object + beta: true + example: | + { + "id": "vs_123", + "object": "vector_store", + "created_at": 1698107661, + "usage_bytes": 123456, + "last_active_at": 1698107661, + "name": "my_vector_store", + "status": "completed", + "file_counts": { + "in_progress": 0, + "completed": 100, + "cancelled": 0, + "failed": 0, + "total": 100 + }, + "metadata": {}, + "last_used_at": 1698107661 + } + securitySchemes: + ApiKeyAuth: + type: http + scheme: bearer +security: + - ApiKeyAuth: [] +x-oaiMeta: + navigationGroups: + - id: endpoints + title: Endpoints + - id: assistants + title: Assistants + beta: true + - id: administration + title: Administration + - id: realtime + title: Realtime + beta: true + - id: legacy + title: Legacy + groups: + - id: audio + title: Audio + description: | + Learn how to turn audio into text or text into audio. + + Related guide: [Speech to text](/docs/guides/speech-to-text) + navigationGroup: endpoints + sections: + - type: endpoint + key: createSpeech + path: createSpeech + - type: endpoint + key: createTranscription + path: createTranscription + - type: endpoint + key: createTranslation + path: createTranslation + - type: object + key: CreateTranscriptionResponseJson + path: json-object + - type: object + key: CreateTranscriptionResponseVerboseJson + path: verbose-json-object + - id: chat + title: Chat + description: > + Given a list of messages comprising a conversation, the model will + return a response. + + Related guide: [Chat Completions](/docs/guides/text-generation) + navigationGroup: endpoints + sections: + - type: endpoint + key: createChatCompletion + path: create + - type: object + key: CreateChatCompletionResponse + path: object + - type: object + key: CreateChatCompletionStreamResponse + path: streaming + - id: embeddings + title: Embeddings + description: > + Get a vector representation of a given input that can be easily consumed + by machine learning models and algorithms. + + Related guide: [Embeddings](/docs/guides/embeddings) + navigationGroup: endpoints + sections: + - type: endpoint + key: createEmbedding + path: create + - type: object + key: Embedding + path: object + - id: fine-tuning + title: Fine-tuning + description: > + Manage fine-tuning jobs to tailor a model to your specific training + data. + + Related guide: [Fine-tune models](/docs/guides/fine-tuning) + navigationGroup: endpoints + sections: + - type: endpoint + key: createFineTuningJob + path: create + - type: endpoint + key: listPaginatedFineTuningJobs + path: list + - type: endpoint + key: listFineTuningEvents + path: list-events + - type: endpoint + key: listFineTuningJobCheckpoints + path: list-checkpoints + - type: endpoint + key: retrieveFineTuningJob + path: retrieve + - type: endpoint + key: cancelFineTuningJob + path: cancel + - type: object + key: FineTuneChatRequestInput + path: chat-input + - type: object + key: FineTunePreferenceRequestInput + path: preference-input + - type: object + key: FineTuneCompletionRequestInput + path: completions-input + - type: object + key: FineTuningJob + path: object + - type: object + key: FineTuningJobEvent + path: event-object + - type: object + key: FineTuningJobCheckpoint + path: checkpoint-object + - id: batch + title: Batch + description: > + Create large batches of API requests for asynchronous processing. The + Batch API returns completions within 24 hours for a 50% discount. + + Related guide: [Batch](/docs/guides/batch) + navigationGroup: endpoints + sections: + - type: endpoint + key: createBatch + path: create + - type: endpoint + key: retrieveBatch + path: retrieve + - type: endpoint + key: cancelBatch + path: cancel + - type: endpoint + key: listBatches + path: list + - type: object + key: Batch + path: object + - type: object + key: BatchRequestInput + path: request-input + - type: object + key: BatchRequestOutput + path: request-output + - id: files + title: Files + description: > + Files are used to upload documents that can be used with features like + [Assistants](/docs/api-reference/assistants), + [Fine-tuning](/docs/api-reference/fine-tuning), and [Batch + API](/docs/guides/batch). + navigationGroup: endpoints + sections: + - type: endpoint + key: createFile + path: create + - type: endpoint + key: listFiles + path: list + - type: endpoint + key: retrieveFile + path: retrieve + - type: endpoint + key: deleteFile + path: delete + - type: endpoint + key: downloadFile + path: retrieve-contents + - type: object + key: OpenAIFile + path: object + - id: uploads + title: Uploads + description: | + Allows you to upload large files in multiple parts. + navigationGroup: endpoints + sections: + - type: endpoint + key: createUpload + path: create + - type: endpoint + key: addUploadPart + path: add-part + - type: endpoint + key: completeUpload + path: complete + - type: endpoint + key: cancelUpload + path: cancel + - type: object + key: Upload + path: object + - type: object + key: UploadPart + path: part-object + - id: images + title: Images + description: > + Given a prompt and/or an input image, the model will generate a new + image. + + Related guide: [Image generation](/docs/guides/images) + navigationGroup: endpoints + sections: + - type: endpoint + key: createImage + path: create + - type: endpoint + key: createImageEdit + path: createEdit + - type: endpoint + key: createImageVariation + path: createVariation + - type: object + key: Image + path: object + - id: models + title: Models + description: > + List and describe the various models available in the API. You can refer + to the [Models](/docs/models) documentation to understand what models + are available and the differences between them. + navigationGroup: endpoints + sections: + - type: endpoint + key: listModels + path: list + - type: endpoint + key: retrieveModel + path: retrieve + - type: endpoint + key: deleteModel + path: delete + - type: object + key: Model + path: object + - id: moderations + title: Moderations + description: > + Given text and/or image inputs, classifies if those inputs are + potentially harmful across several categories. + + Related guide: [Moderations](/docs/guides/moderation) + navigationGroup: endpoints + sections: + - type: endpoint + key: createModeration + path: create + - type: object + key: CreateModerationResponse + path: object + - id: assistants + title: Assistants + beta: true + description: | + Build assistants that can call models and use tools to perform tasks. + + [Get started with the Assistants API](/docs/assistants) + navigationGroup: assistants + sections: + - type: endpoint + key: createAssistant + path: createAssistant + - type: endpoint + key: listAssistants + path: listAssistants + - type: endpoint + key: getAssistant + path: getAssistant + - type: endpoint + key: modifyAssistant + path: modifyAssistant + - type: endpoint + key: deleteAssistant + path: deleteAssistant + - type: object + key: AssistantObject + path: object + - id: threads + title: Threads + beta: true + description: | + Create threads that assistants can interact with. + + Related guide: [Assistants](/docs/assistants/overview) + navigationGroup: assistants + sections: + - type: endpoint + key: createThread + path: createThread + - type: endpoint + key: getThread + path: getThread + - type: endpoint + key: modifyThread + path: modifyThread + - type: endpoint + key: deleteThread + path: deleteThread + - type: object + key: ThreadObject + path: object + - id: messages + title: Messages + beta: true + description: | + Create messages within threads + + Related guide: [Assistants](/docs/assistants/overview) + navigationGroup: assistants + sections: + - type: endpoint + key: createMessage + path: createMessage + - type: endpoint + key: listMessages + path: listMessages + - type: endpoint + key: getMessage + path: getMessage + - type: endpoint + key: modifyMessage + path: modifyMessage + - type: endpoint + key: deleteMessage + path: deleteMessage + - type: object + key: MessageObject + path: object + - id: runs + title: Runs + beta: true + description: | + Represents an execution run on a thread. + + Related guide: [Assistants](/docs/assistants/overview) + navigationGroup: assistants + sections: + - type: endpoint + key: createRun + path: createRun + - type: endpoint + key: createThreadAndRun + path: createThreadAndRun + - type: endpoint + key: listRuns + path: listRuns + - type: endpoint + key: getRun + path: getRun + - type: endpoint + key: modifyRun + path: modifyRun + - type: endpoint + key: submitToolOuputsToRun + path: submitToolOutputs + - type: endpoint + key: cancelRun + path: cancelRun + - type: object + key: RunObject + path: object + - id: run-steps + title: Run steps + beta: true + description: | + Represents the steps (model and tool calls) taken during the run. + + Related guide: [Assistants](/docs/assistants/overview) + navigationGroup: assistants + sections: + - type: endpoint + key: listRunSteps + path: listRunSteps + - type: endpoint + key: getRunStep + path: getRunStep + - type: object + key: RunStepObject + path: step-object + - id: vector-stores + title: Vector stores + beta: true + description: | + Vector stores are used to store files for use by the `file_search` tool. + + Related guide: [File Search](/docs/assistants/tools/file-search) + navigationGroup: assistants + sections: + - type: endpoint + key: createVectorStore + path: create + - type: endpoint + key: listVectorStores + path: list + - type: endpoint + key: getVectorStore + path: retrieve + - type: endpoint + key: modifyVectorStore + path: modify + - type: endpoint + key: deleteVectorStore + path: delete + - type: object + key: VectorStoreObject + path: object + - id: vector-stores-files + title: Vector store files + beta: true + description: | + Vector store files represent files inside a vector store. + + Related guide: [File Search](/docs/assistants/tools/file-search) + navigationGroup: assistants + sections: + - type: endpoint + key: createVectorStoreFile + path: createFile + - type: endpoint + key: listVectorStoreFiles + path: listFiles + - type: endpoint + key: getVectorStoreFile + path: getFile + - type: endpoint + key: deleteVectorStoreFile + path: deleteFile + - type: object + key: VectorStoreFileObject + path: file-object + - id: vector-stores-file-batches + title: Vector store file batches + beta: true + description: > + Vector store file batches represent operations to add multiple files to + a vector store. + + Related guide: [File Search](/docs/assistants/tools/file-search) + navigationGroup: assistants + sections: + - type: endpoint + key: createVectorStoreFileBatch + path: createBatch + - type: endpoint + key: getVectorStoreFileBatch + path: getBatch + - type: endpoint + key: cancelVectorStoreFileBatch + path: cancelBatch + - type: endpoint + key: listFilesInVectorStoreBatch + path: listBatchFiles + - type: object + key: VectorStoreFileBatchObject + path: batch-object + - id: assistants-streaming + title: Streaming + beta: true + description: > + Stream the result of executing a Run or resuming a Run after submitting + tool outputs. + + You can stream events from the [Create Thread and + Run](/docs/api-reference/runs/createThreadAndRun), + + [Create Run](/docs/api-reference/runs/createRun), and [Submit Tool + Outputs](/docs/api-reference/runs/submitToolOutputs) + + endpoints by passing `"stream": true`. The response will be a + [Server-Sent + events](https://html.spec.whatwg.org/multipage/server-sent-events.html#server-sent-events) + stream. + + Our Node and Python SDKs provide helpful utilities to make streaming + easy. Reference the + + [Assistants API quickstart](/docs/assistants/overview) to learn more. + navigationGroup: assistants + sections: + - type: object + key: MessageDeltaObject + path: message-delta-object + - type: object + key: RunStepDeltaObject + path: run-step-delta-object + - type: object + key: AssistantStreamEvent + path: events + - id: administration + title: Administration + description: > + Programmatically manage your organization. + + The Audit Logs endpoint provides a log of all actions taken in the + organization for security and monitoring purposes. + + To access these endpoints please generate an Admin API Key through the + [API Platform Organization overview](/organization/admin-keys). Admin + API keys cannot be used for non-administration endpoints. + + For best practices on setting up your organization, please refer to this + [guide](/docs/guides/production-best-practices#setting-up-your-organization) + navigationGroup: administration + - id: admin-api-keys + title: Admin API Keys + description: > + The **Usage API** provides detailed insights into your activity across + the OpenAI API. It also includes a separate [Costs + endpoint](/docs/api-reference/usage/costs), which offers visibility into + your spend, breaking down consumption by invoice line items and project + IDs. + + While the Usage API delivers granular usage data, it may not always + reconcile perfectly with the Costs due to minor differences in how usage + and spend are recorded. For financial purposes, we recommend using the + [Costs endpoint](/docs/api-reference/usage/costs) or the [Costs + tab](/settings/organization/usage) in the Usage Dashboard, which will + reconcile back to your billing invoice. + navigationGroup: administration + sections: + - type: endpoint + key: admin-api-keys-list + path: list + - type: endpoint + key: admin-api-keys-create + path: create + - type: endpoint + key: admin-api-keys-get + path: listget + - type: endpoint + key: admin-api-keys-delete + path: delete + - id: invite + title: Invites + description: Invite and manage invitations for an organization. + navigationGroup: administration + sections: + - type: endpoint + key: list-invites + path: list + - type: endpoint + key: inviteUser + path: create + - type: endpoint + key: retrieve-invite + path: retrieve + - type: endpoint + key: delete-invite + path: delete + - type: object + key: Invite + path: object + - id: users + title: Users + description: | + Manage users and their role in an organization. + navigationGroup: administration + sections: + - type: endpoint + key: list-users + path: list + - type: endpoint + key: modify-user + path: modify + - type: endpoint + key: retrieve-user + path: retrieve + - type: endpoint + key: delete-user + path: delete + - type: object + key: User + path: object + - id: projects + title: Projects + description: > + Manage the projects within an orgnanization includes creation, updating, + and archiving or projects. + + The Default project cannot be archived. + navigationGroup: administration + sections: + - type: endpoint + key: list-projects + path: list + - type: endpoint + key: create-project + path: create + - type: endpoint + key: retrieve-project + path: retrieve + - type: endpoint + key: modify-project + path: modify + - type: endpoint + key: archive-project + path: archive + - type: object + key: Project + path: object + - id: project-users + title: Project users + description: > + Manage users within a project, including adding, updating roles, and + removing users. + navigationGroup: administration + sections: + - type: endpoint + key: list-project-users + path: list + - type: endpoint + key: create-project-user + path: creeate + - type: endpoint + key: retrieve-project-user + path: retrieve + - type: endpoint + key: modify-project-user + path: modify + - type: endpoint + key: delete-project-user + path: delete + - type: object + key: ProjectUser + path: object + - id: project-service-accounts + title: Project service accounts + description: > + Manage service accounts within a project. A service account is a bot + user that is not associated with a user. + + If a user leaves an organization, their keys and membership in projects + will no longer work. Service accounts + + do not have this limitation. However, service accounts can also be + deleted from a project. + navigationGroup: administration + sections: + - type: endpoint + key: list-project-service-accounts + path: list + - type: endpoint + key: create-project-service-account + path: create + - type: endpoint + key: retrieve-project-service-account + path: retrieve + - type: endpoint + key: delete-project-service-account + path: delete + - type: object + key: ProjectServiceAccount + path: object + - id: project-api-keys + title: Project API keys + description: > + Manage API keys for a given project. Supports listing and deleting keys + for users. + + This API does not allow issuing keys for users, as users need to + authorize themselves to generate keys. + navigationGroup: administration + sections: + - type: endpoint + key: list-project-api-keys + path: list + - type: endpoint + key: retrieve-project-api-key + path: retrieve + - type: endpoint + key: delete-project-api-key + path: delete + - type: object + key: ProjectApiKey + path: object + - id: project-rate-limits + title: Project rate limits + description: > + Manage rate limits per model for projects. Rate limits may be configured + to be equal to or lower than the organization's rate limits. + navigationGroup: administration + sections: + - type: endpoint + key: list-project-rate-limits + path: list + - type: endpoint + key: update-project-rate-limits + path: update + - type: object + key: ProjectRateLimit + path: object + - id: audit-logs + title: Audit logs + description: > + Logs of user actions and configuration changes within this organization. + + To log events, you must activate logging in the [Organization + Settings](/settings/organization/general). + + Once activated, for security reasons, logging cannot be deactivated. + navigationGroup: administration + sections: + - type: endpoint + key: list-audit-logs + path: list + - type: object + key: AuditLog + path: object + - id: usage + title: Usage + description: > + The **Usage API** provides detailed insights into your activity across + the OpenAI API. It also includes a separate [Costs + endpoint](/docs/api-reference/usage/costs), which offers visibility into + your spend, breaking down consumption by invoice line items and project + IDs. + + + While the Usage API delivers granular usage data, it may not always + reconcile perfectly with the Costs due to minor differences in how usage + and spend are recorded. For financial purposes, we recommend using the + [Costs endpoint](/docs/api-reference/usage/costs) or the [Costs + tab](/settings/organization/usage) in the Usage Dashboard, which will + reconcile back to your billing invoice. + navigationGroup: administration + sections: + - type: endpoint + key: usage-completions + path: completions + - type: object + key: UsageCompletionsResult + path: completions_object + - type: endpoint + key: usage-embeddings + path: embeddings + - type: object + key: UsageEmbeddingsResult + path: embeddings_object + - type: endpoint + key: usage-moderations + path: moderations + - type: object + key: UsageModerationsResult + path: moderations_object + - type: endpoint + key: usage-images + path: images + - type: object + key: UsageImagesResult + path: images_object + - type: endpoint + key: usage-audio-speeches + path: audio_speeches + - type: object + key: UsageAudioSpeechesResult + path: audio_speeches_object + - type: endpoint + key: usage-audio-transcriptions + path: audio_transcriptions + - type: object + key: UsageAudioTranscriptionsResult + path: audio_transcriptions_object + - type: endpoint + key: usage-vector-stores + path: vector_stores + - type: object + key: UsageVectorStoresResult + path: vector_stores_object + - type: endpoint + key: usage-code-interpreter-sessions + path: code_interpreter_sessions + - type: object + key: UsageCodeInterpreterSessionsResult + path: code_interpreter_sessions_object + - type: endpoint + key: usage-costs + path: costs + - type: object + key: CostsResult + path: costs_object + - id: realtime + title: Realtime + beta: true + description: | + Communicate with a GPT-4o class model in real time using WebRTC or + WebSockets. Supports text and audio inputs and ouputs, along with audio + transcriptions. + [Learn more about the Realtime API](/docs/guides/realtime). + navigationGroup: realtime + - id: realtime-sessions + title: Session tokens + description: > + REST API endpoint to generate ephemeral session tokens for use in + client-side + + applications. + navigationGroup: realtime + sections: + - type: endpoint + key: create-realtime-session + path: create + - type: object + key: RealtimeSessionCreateResponse + path: session_object + - id: realtime-client-events + title: Client events + description: > + These are events that the OpenAI Realtime WebSocket server will accept + from the client. + navigationGroup: realtime + sections: + - type: object + key: RealtimeClientEventSessionUpdate + path: + - type: object + key: RealtimeClientEventInputAudioBufferAppend + path: + - type: object + key: RealtimeClientEventInputAudioBufferCommit + path: + - type: object + key: RealtimeClientEventInputAudioBufferClear + path: + - type: object + key: RealtimeClientEventConversationItemCreate + path: + - type: object + key: RealtimeClientEventConversationItemTruncate + path: + - type: object + key: RealtimeClientEventConversationItemDelete + path: + - type: object + key: RealtimeClientEventResponseCreate + path: + - type: object + key: RealtimeClientEventResponseCancel + path: + - id: realtime-server-events + title: Server events + description: > + These are events emitted from the OpenAI Realtime WebSocket server to + the client. + navigationGroup: realtime + sections: + - type: object + key: RealtimeServerEventError + path: + - type: object + key: RealtimeServerEventSessionCreated + path: + - type: object + key: RealtimeServerEventSessionUpdated + path: + - type: object + key: RealtimeServerEventConversationCreated + path: + - type: object + key: RealtimeServerEventConversationItemCreated + path: + - type: object + key: RealtimeServerEventConversationItemInputAudioTranscriptionCompleted + path: + - type: object + key: RealtimeServerEventConversationItemInputAudioTranscriptionFailed + path: + - type: object + key: RealtimeServerEventConversationItemTruncated + path: + - type: object + key: RealtimeServerEventConversationItemDeleted + path: + - type: object + key: RealtimeServerEventInputAudioBufferCommitted + path: + - type: object + key: RealtimeServerEventInputAudioBufferCleared + path: + - type: object + key: RealtimeServerEventInputAudioBufferSpeechStarted + path: + - type: object + key: RealtimeServerEventInputAudioBufferSpeechStopped + path: + - type: object + key: RealtimeServerEventResponseCreated + path: + - type: object + key: RealtimeServerEventResponseDone + path: + - type: object + key: RealtimeServerEventResponseOutputItemAdded + path: + - type: object + key: RealtimeServerEventResponseOutputItemDone + path: + - type: object + key: RealtimeServerEventResponseContentPartAdded + path: + - type: object + key: RealtimeServerEventResponseContentPartDone + path: + - type: object + key: RealtimeServerEventResponseTextDelta + path: + - type: object + key: RealtimeServerEventResponseTextDone + path: + - type: object + key: RealtimeServerEventResponseAudioTranscriptDelta + path: + - type: object + key: RealtimeServerEventResponseAudioTranscriptDone + path: + - type: object + key: RealtimeServerEventResponseAudioDelta + path: + - type: object + key: RealtimeServerEventResponseAudioDone + path: + - type: object + key: RealtimeServerEventResponseFunctionCallArgumentsDelta + path: + - type: object + key: RealtimeServerEventResponseFunctionCallArgumentsDone + path: + - type: object + key: RealtimeServerEventRateLimitsUpdated + path: + - id: completions + title: Completions + legacy: true + navigationGroup: legacy + description: > + Given a prompt, the model will return one or more predicted completions + along with the probabilities of alternative tokens at each position. + Most developer should use our [Chat Completions + API](/docs/guides/text-generation#text-generation-models) to leverage + our best and newest models. + sections: + - type: endpoint + key: createCompletion + path: create + - type: object + key: CreateCompletionResponse + path: object From df82535cba250e384559b6bfbf7ed3eac6e2ece0 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 02:24:24 +0100 Subject: [PATCH 171/186] Configure direnv --- kk | 1 + src/openai.rs | 46 ++++++++++++++++++++++++++++++---------------- 2 files changed, 31 insertions(+), 16 deletions(-) diff --git a/kk b/kk index 0fe633e3..e9827f82 100644 --- a/kk +++ b/kk @@ -1 +1,2 @@ ll +ll diff --git a/src/openai.rs b/src/openai.rs index a110ce0d..bb33d92e 100644 --- a/src/openai.rs +++ b/src/openai.rs @@ -130,6 +130,9 @@ pub async fn call(request: Request) -> Result { let openai_host = config::APP.openai.host.clone(); let url = format!("{}/chat/completions", openai_host); + debug!("OpenAI Request URL: {}", url); + debug!("OpenAI Request Body: {:?}", request); + let response = client .post(&url) .header("Authorization", format!("Bearer {}", openai_key)) @@ -140,8 +143,8 @@ pub async fn call(request: Request) -> Result { .map_err(|e| OpenAIError::ConnectionError { url: url.clone(), source: e })?; // Log response status and headers - debug!("OpenAI API Response Status: {}", response.status()); - debug!("OpenAI API Response Headers: {:?}", response.headers()); + error!("OpenAI API Response Status: {}", response.status()); + error!("OpenAI API Response Headers: {:?}", response.headers()); // Get the raw response text first let response_text = response.text().await.map_err(|e| { @@ -149,22 +152,33 @@ pub async fn call(request: Request) -> Result { OpenAIError::InvalidResponse(format!("Failed to get response text: {}", e)) })?; - debug!("OpenAI API Raw Response: {}", response_text); + error!("OpenAI API Raw Response: {}", response_text); // Parse the response text - let response_json: serde_json::Value = serde_json::from_str(&response_text).map_err(|e| { - error!("Failed to parse response JSON: {}", e); - OpenAIError::InvalidResponse(format!("Failed to parse response JSON: {}", e)) - })?; - - let content = response_json["choices"][0]["message"]["content"] - .as_str() - .ok_or_else(|| { - let err = "Response missing expected 'choices[0].message.content' field"; - error!("{}", err); - OpenAIError::InvalidResponse(err.to_string()) - })? - .to_string(); + let response_json: serde_json::Value = match serde_json::from_str(&response_text) { + Ok(json) => { + error!("Parsed JSON Response: {:?}", json); + json + } + Err(e) => { + error!("Failed to parse response JSON. Error: {}. Raw text: {}", e, response_text); + return Err(OpenAIError::InvalidResponse(format!("Failed to parse response JSON: {}. Raw response: {}", e, response_text)).into()); + } + }; + + let content = match response_json + .get("choices") + .and_then(|choices| choices.get(0)) + .and_then(|first_choice| first_choice.get("message")) + .and_then(|message| message.get("content")) + .and_then(|content| content.as_str()) + { + Some(content) => content.to_string(), + None => { + error!("Invalid response structure. Full JSON: {:?}", response_json); + return Err(OpenAIError::InvalidResponse(format!("Invalid response structure. Full response: {}", response_text)).into()); + } + }; Ok(Response { response: content }) } From 885691178d13ccb7cfefbf3517420086f86bf7f4 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 02:34:11 +0100 Subject: [PATCH 172/186] Configure direnv --- docker-compose.yml | 16 ++ openapi-mock.yaml | 66 +++++++ openapi.yaml | 480 ++++++++++++++++++++++----------------------- 3 files changed, 322 insertions(+), 240 deletions(-) create mode 100644 docker-compose.yml create mode 100644 openapi-mock.yaml diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 00000000..cf405327 --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,16 @@ +services: + prism: + image: stoplight/prism:latest + platform: linux/amd64 + command: ["mock", "-h", "0.0.0.0", "/app/openapi-mock.yaml"] + ports: + - "4010:4010" + volumes: + - ./openapi-mock.yaml:/app/openapi-mock.yaml + restart: unless-stopped + stop_grace_period: 1s + develop: + watch: + - action: sync+restart + path: ./openapi-mock.yaml + target: /app/openapi-mock.yaml diff --git a/openapi-mock.yaml b/openapi-mock.yaml new file mode 100644 index 00000000..6bddffe0 --- /dev/null +++ b/openapi-mock.yaml @@ -0,0 +1,66 @@ +openapi: 3.0.0 +info: + title: OpenAI API Mock + version: 1.0.0 +paths: + /chat/completions: + post: + operationId: createChatCompletion + responses: + "200": + description: OK + content: + application/json: + schema: + type: object + properties: + id: + type: string + object: + type: string + created: + type: integer + model: + type: string + choices: + type: array + items: + type: object + properties: + index: + type: integer + message: + type: object + properties: + role: + type: string + enum: ["assistant"] + content: + type: string + finish_reason: + type: string + enum: ["stop"] + usage: + type: object + properties: + prompt_tokens: + type: integer + completion_tokens: + type: integer + total_tokens: + type: integer + example: + id: "chatcmpl-123" + object: "chat.completion" + created: 1677652288 + model: "gpt-4" + choices: + - index: 0 + message: + role: "assistant" + content: "This is a mock response" + finish_reason: "stop" + usage: + prompt_tokens: 0 + completion_tokens: 0 + total_tokens: 0 diff --git a/openapi.yaml b/openapi.yaml index a6d6d98f..56d1e05a 100644 --- a/openapi.yaml +++ b/openapi.yaml @@ -1351,9 +1351,9 @@ paths: only supported for reasoning models are noted below. For the current state - of + of - unsupported parameters in reasoning models, + unsupported parameters in reasoning models, [refer to the reasoning guide](/docs/guides/reasoning). requestBody: @@ -7251,7 +7251,7 @@ paths: "temperature": 0.7, "max_response_output_tokens": 200, "client_secret": { - "value": "ek_abc123", + "value": "ek_abc123", "expires_at": 1234567890 } } @@ -10292,7 +10292,7 @@ paths: tags: - Uploads summary: > - Completes the [Upload](/docs/api-reference/uploads/object). + Completes the [Upload](/docs/api-reference/uploads/object). Within the returned Upload object, there is a nested @@ -10370,7 +10370,7 @@ paths: summary: > Adds a [Part](/docs/api-reference/uploads/part-object) to an [Upload](/docs/api-reference/uploads/object) object. A Part represents a - chunk of bytes from the file you are trying to upload. + chunk of bytes from the file you are trying to upload. Each Part can be at most 64 MB, and you can add Parts until you hit the @@ -12899,7 +12899,7 @@ components: nullable: true x-oaiExpandable: true description: | - Data about a previous audio response from the model. + Data about a previous audio response from the model. [Learn more](/docs/guides/audio). required: - id @@ -14053,7 +14053,7 @@ components: nullable: true description: > Whether or not to store the output of this chat completion request - for + for use in our [model distillation](/docs/guides/distillation) or @@ -14066,10 +14066,10 @@ components: - high default: medium description: > - **o1 models only** + **o1 models only** - Constrains effort on reasoning for + Constrains effort on reasoning for [reasoning models](https://platform.openai.com/docs/guides/reasoning). @@ -16693,7 +16693,7 @@ components: CreateThreadRequest: type: object description: | - Options to create a new thread. If no thread is provided when running a + Options to create a new thread. If no thread is provided when running a request, an empty thread will be created. additionalProperties: false properties: @@ -18141,7 +18141,7 @@ components: See the [guide](/docs/guides/function-calling) for examples, and the [JSON Schema reference](https://json-schema.org/understanding-json-schema/) for - documentation about the format. + documentation about the format. Omitting `parameters` defines a function with an empty parameter list. @@ -19431,7 +19431,7 @@ components: useful for storing additional information about the object in a structured - format, and querying for objects via API or the dashboard. + format, and querying for objects via API or the dashboard. Keys are strings with a maximum length of 64 characters. Values are @@ -20330,19 +20330,19 @@ components: type: object description: > Add a new Item to the Conversation's context, including messages, - function + function calls, and function call responses. This event can be used both to - populate a + populate a "history" of the conversation and to add new items mid-stream, but has - the + the current limitation that it cannot populate assistant audio messages. If successful, the server will respond with a - `conversation.item.created` + `conversation.item.created` event, otherwise an `error` event will be sent. properties: @@ -20359,7 +20359,7 @@ components: type: string description: > The ID of the preceding item after which the new item will be - inserted. + inserted. If not set, the new item will be appended to the end of the conversation. @@ -20400,13 +20400,13 @@ components: RealtimeClientEventConversationItemDelete: type: object description: > - Send this event when you want to remove any item from the conversation + Send this event when you want to remove any item from the conversation history. The server will respond with a `conversation.item.deleted` - event, + event, unless the item does not exist in the conversation history, in which - case the + case the server will respond with an error. properties: @@ -20438,28 +20438,28 @@ components: type: object description: > Send this event to truncate a previous assistant message’s audio. The - server + server will produce audio faster than realtime, so this event is useful when - the user + the user interrupts to truncate audio that has already been sent to the client - but not + but not yet played. This will synchronize the server's understanding of the - audio with + audio with the client's playback. Truncating audio will delete the server-side text transcript to ensure - there + there is not text in the context that hasn't been heard by the user. If successful, the server will respond with a - `conversation.item.truncated` + `conversation.item.truncated` event. properties: @@ -20476,7 +20476,7 @@ components: type: string description: > The ID of the assistant message item to truncate. Only assistant - message + message items can be truncated. content_index: @@ -20486,10 +20486,10 @@ components: type: integer description: > Inclusive duration up to which audio is truncated, in milliseconds. - If + If the audio_end_ms is greater than the actual audio duration, the - server + server will respond with an error. required: @@ -20512,13 +20512,13 @@ components: type: object description: > Send this event to append audio bytes to the input audio buffer. The - audio + audio buffer is temporary storage you can write to and later commit. In Server - VAD + VAD mode, the audio buffer is used to detect speech and the server will - decide + decide when to commit. When Server VAD is disabled, you must commit the audio buffer @@ -20527,13 +20527,13 @@ components: The client may choose how much audio to place in each event up to a - maximum + maximum of 15 MiB, for example streaming smaller chunks from the client may - allow the + allow the VAD to be more responsive. Unlike made other client events, the server - will + will not send a confirmation response to this event. properties: @@ -20550,7 +20550,7 @@ components: type: string description: > Base64-encoded audio bytes. This must be in the format specified by - the + the `input_audio_format` field in the session configuration. required: @@ -20568,7 +20568,7 @@ components: RealtimeClientEventInputAudioBufferClear: type: object description: | - Send this event to clear the audio bytes in the buffer. The server will + Send this event to clear the audio bytes in the buffer. The server will respond with an `input_audio_buffer.cleared` event. properties: event_id: @@ -20594,27 +20594,27 @@ components: type: object description: > Send this event to commit the user input audio buffer, which will create - a + a new user message item in the conversation. This event will produce an - error + error if the input audio buffer is empty. When in Server VAD mode, the client - does + does - not need to send this event, the server will commit the audio buffer + not need to send this event, the server will commit the audio buffer automatically. Committing the input audio buffer will trigger input audio - transcription + transcription (if enabled in session configuration), but it will not create a - response + response from the model. The server will respond with an - `input_audio_buffer.committed` + `input_audio_buffer.committed` event. properties: @@ -20641,10 +20641,10 @@ components: type: object description: > Send this event to cancel an in-progress response. The server will - respond + respond with a `response.cancelled` event or an error if there is no response - to + to cancel. properties: @@ -20660,7 +20660,7 @@ components: response_id: type: string description: | - A specific response ID to cancel - if not provided, will cancel an + A specific response ID to cancel - if not provided, will cancel an in-progress response in the default conversation. required: - type @@ -20676,35 +20676,35 @@ components: type: object description: > This event instructs the server to create a Response, which means - triggering + triggering model inference. When in Server VAD mode, the server will create - Responses + Responses automatically. A Response will include at least one Item, and may have two, in which - case + case - the second will be a function call. These Items will be appended to the + the second will be a function call. These Items will be appended to the conversation history. The server will respond with a `response.created` event, events for - Items + Items and content created, and finally a `response.done` event to indicate - the + the Response is complete. - The `response.create` event includes inference configuration like + The `response.create` event includes inference configuration like `instructions`, and `temperature`. These fields will override the - Session's + Session's configuration for this Response only. properties: @@ -20757,19 +20757,19 @@ components: type: object description: > Send this event to update the session’s default configuration. The - client may + client may send this event at any time to update the session configuration, and - any + any field may be updated at any time, except for "voice". The server will - respond + respond with a `session.updated` event that shows the full effective - configuration. + configuration. Only fields that are present are updated, thus the correct way to clear - a + a field like "instructions" is to pass an empty string. properties: @@ -20838,10 +20838,10 @@ components: type: string description: > The unique ID of the item, this can be generated by the client to - help + help manage server-side context, but is not required because the server - will + will generate one if not provided. type: @@ -20868,9 +20868,9 @@ components: - incomplete description: > The status of the item (`completed`, `incomplete`). These have no - effect + effect - on the conversation, but are accepted for consistency with the + on the conversation, but are accepted for consistency with the `conversation.item.created` event. role: @@ -20881,19 +20881,19 @@ components: - system description: > The role of the message sender (`user`, `assistant`, `system`), - only + only applicable for `message` items. content: type: array x-oaiExpandable: true description: > - The content of the message, applicable for `message` items. + The content of the message, applicable for `message` items. - Message items of role `system` support only `input_text` content - Message items of role `user` support `input_text` and - `input_audio` + `input_audio` content - Message items of role `assistant` support `text` content. items: @@ -20938,13 +20938,13 @@ components: call_id: type: string description: > - The ID of the function call (for `function_call` and + The ID of the function call (for `function_call` and `function_call_output` items). If passed on a - `function_call_output` + `function_call_output` item, the server will check that a `function_call` item with the - same + same ID exists in the conversation history. name: @@ -21005,9 +21005,9 @@ components: - incomplete description: > The status of the item (`completed`, `incomplete`). These have no - effect + effect - on the conversation, but are accepted for consistency with the + on the conversation, but are accepted for consistency with the `conversation.item.created` event. role: @@ -21018,19 +21018,19 @@ components: - system description: > The role of the message sender (`user`, `assistant`, `system`), - only + only applicable for `message` items. content: type: array x-oaiExpandable: true description: > - The content of the message, applicable for `message` items. + The content of the message, applicable for `message` items. - Message items of role `system` support only `input_text` content - Message items of role `user` support `input_text` and - `input_audio` + `input_audio` content - Message items of role `assistant` support `text` content. items: @@ -21075,13 +21075,13 @@ components: call_id: type: string description: > - The ID of the function call (for `function_call` and + The ID of the function call (for `function_call` and `function_call_output` items). If passed on a - `function_call_output` + `function_call_output` item, the server will check that a `function_call` item with the - same + same ID exists in the conversation history. name: @@ -21118,7 +21118,7 @@ components: - incomplete description: > The final status of the response (`completed`, `cancelled`, - `failed`, or + `failed`, or `incomplete`). status_details: @@ -21134,10 +21134,10 @@ components: - incomplete description: > The type of error that caused the response to fail, - corresponding + corresponding with the `status` field (`completed`, `cancelled`, - `incomplete`, + `incomplete`, `failed`). reason: @@ -21149,22 +21149,22 @@ components: - content_filter description: > The reason the Response did not complete. For a `cancelled` - Response, + Response, one of `turn_detected` (the server VAD detected a new start of - speech) + speech) - or `client_cancelled` (the client sent a cancel event). For an + or `client_cancelled` (the client sent a cancel event). For an `incomplete` Response, one of `max_output_tokens` or - `content_filter` + `content_filter` (the server-side safety filter activated and cut off the response). error: type: object description: | - A description of the error that caused the response to fail, + A description of the error that caused the response to fail, populated when the `status` is `failed`. properties: type: @@ -21184,13 +21184,13 @@ components: type: object description: > Usage statistics for the Response, this will correspond to billing. - A + A Realtime API session will maintain a conversation context and append - new + new Items to the Conversation, thus output from previous turns (text - and + and audio tokens) will become the input for later turns. properties: @@ -21198,21 +21198,21 @@ components: type: integer description: > The total number of tokens in the Response including input and - output + output text and audio tokens. input_tokens: type: integer description: > The number of input tokens used in the Response, including text - and + and audio tokens. output_tokens: type: integer description: > The number of output tokens sent in the Response, including text - and + and audio tokens. input_token_details: @@ -21275,7 +21275,7 @@ components: The voice the model used to respond. Current voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` - `sage`, + `sage`, `shimmer` and `verse`. modalities: @@ -21335,33 +21335,33 @@ components: type: string description: > The default system instructions (i.e. system message) prepended to - model + model - calls. This field allows the client to guide the model on desired + calls. This field allows the client to guide the model on desired responses. The model can be instructed on response content and - format, + format, (e.g. "be extremely succinct", "act friendly", "here are examples of - good + good responses") and on audio behavior (e.g. "talk quickly", "inject - emotion + emotion into your voice", "laugh frequently"). The instructions are not - guaranteed + guaranteed to be followed by the model, but they provide guidance to the model - on the + on the desired behavior. Note that the server sets default instructions which will be used if - this + this field is not set and are visible in the `session.created` event at - the + the start of the session. voice: @@ -21377,12 +21377,12 @@ components: - verse description: > The voice the model uses to respond. Voice cannot be changed during - the + the session once the model has responded with audio at least once. - Current + Current - voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` `sage`, + voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` `sage`, `shimmer` and `verse`. output_audio_format: @@ -21413,10 +21413,10 @@ components: type: string description: > The description of the function, including guidance on when - and how + and how to call it, and guidance about what to tell the user when - calling + calling (if anything). parameters: @@ -21426,7 +21426,7 @@ components: type: string description: > How the model chooses tools. Options are `auto`, `none`, `required`, - or + or specify a function, like `{"type": "function", "function": {"name": "my_function"}}`. @@ -21458,7 +21458,7 @@ components: means that the contents of the response will be added to the default conversation. Set this to `none` to create an out-of-band response - which + which will not add items to default conversation. oneOf: @@ -21529,16 +21529,16 @@ components: type: object description: > Returned when a conversation item is created. There are several - scenarios that + scenarios that produce this event: - - The server is generating a Response, which if successful will produce - either one or two Items, which will be of type `message` + - The server is generating a Response, which if successful will produce + either one or two Items, which will be of type `message` (role `assistant`) or type `function_call`. - - The input audio buffer has been committed, either by the client or the - server (in `server_vad` mode). The server will take the content of the + - The input audio buffer has been committed, either by the client or the + server (in `server_vad` mode). The server will take the content of the input audio buffer and add it to a new user message Item. - - The client has sent a `conversation.item.create` event to add a new Item + - The client has sent a `conversation.item.create` event to add a new Item to the Conversation. properties: event_id: @@ -21554,7 +21554,7 @@ components: type: string description: > The ID of the preceding item in the Conversation context, allows - the + the client to understand the order of the conversation. item: @@ -21591,9 +21591,9 @@ components: type: object description: > Returned when an item in the conversation is deleted by the client with - a + a - `conversation.item.delete` event. This event is used to synchronize the + `conversation.item.delete` event. This event is used to synchronize the server's understanding of the conversation history with the client's view. @@ -21627,27 +21627,27 @@ components: type: object description: > This event is the output of audio transcription for user audio written - to the + to the - user audio buffer. Transcription begins when the input audio buffer is + user audio buffer. Transcription begins when the input audio buffer is committed by the client or server (in `server_vad` mode). Transcription - runs + runs asynchronously with Response creation, so this event may come before or - after + after the Response events. Realtime API models accept audio natively, and thus input transcription - is a + is a separate process run on a separate ASR (Automatic Speech Recognition) - model, + model, currently always `whisper-1`. Thus the transcript may diverge somewhat - from + from the model's interpretation, and should be treated as a rough guide. properties: @@ -21692,9 +21692,9 @@ components: type: object description: > Returned when input audio transcription is configured, and a - transcription + transcription - request for a user message failed. These events are separate from other + request for a user message failed. These events are separate from other `error` events so that the client can identify the related Item. properties: @@ -21757,16 +21757,16 @@ components: type: object description: > Returned when an earlier assistant audio message item is truncated by - the + the - client with a `conversation.item.truncate` event. This event is used to + client with a `conversation.item.truncate` event. This event is used to synchronize the server's understanding of the audio with the client's playback. This action will truncate the audio and remove the server-side text - transcript + transcript to ensure there is no text in the context that hasn't been heard by the user. @@ -21811,9 +21811,9 @@ components: type: object description: > Returned when an error occurs, which could be a client problem or a - server + server - problem. Most errors are recoverable and the session will stay open, we + problem. Most errors are recoverable and the session will stay open, we recommend to implementors to monitor and log error messages by default. properties: @@ -21877,7 +21877,7 @@ components: RealtimeServerEventInputAudioBufferCleared: type: object description: | - Returned when the input audio buffer is cleared by the client with a + Returned when the input audio buffer is cleared by the client with a `input_audio_buffer.clear` event. properties: event_id: @@ -21904,13 +21904,13 @@ components: type: object description: > Returned when an input audio buffer is committed, either by the client - or + or automatically in server VAD mode. The `item_id` property is the ID of the user message item that will be created, thus a `conversation.item.created` - event + event will also be sent to the client. properties: @@ -21950,28 +21950,28 @@ components: type: object description: > Sent by the server when in `server_vad` mode to indicate that speech has - been + been detected in the audio buffer. This can happen any time audio is added to - the + the buffer (unless speech is already detected). The client may want to use - this + this event to interrupt audio playback or provide visual feedback to the - user. + user. The client should expect to receive a - `input_audio_buffer.speech_stopped` event + `input_audio_buffer.speech_stopped` event when speech stops. The `item_id` property is the ID of the user message - item + item - that will be created when speech stops and will also be included in the + that will be created when speech stops and will also be included in the `input_audio_buffer.speech_stopped` event (unless the client manually - commits + commits the audio buffer during VAD activation). properties: @@ -21988,11 +21988,11 @@ components: type: integer description: > Milliseconds from the start of all audio written to the buffer - during the + during the - session when speech was first detected. This will correspond to the + session when speech was first detected. This will correspond to the - beginning of audio sent to the model, and thus includes the + beginning of audio sent to the model, and thus includes the `prefix_padding_ms` configured in the Session. item_id: @@ -22019,10 +22019,10 @@ components: type: object description: > Returned in `server_vad` mode when the server detects the end of speech - in + in the audio buffer. The server will also send an - `conversation.item.created` + `conversation.item.created` event with the user message item that is created from the audio buffer. properties: @@ -22039,10 +22039,10 @@ components: type: integer description: > Milliseconds since the session started when speech stopped. This - will + will correspond to the end of audio sent to the model, and thus includes - the + the `min_silence_duration_ms` configured in the Session. item_id: @@ -22067,13 +22067,13 @@ components: type: object description: > Emitted at the beginning of a Response to indicate the updated rate - limits. + limits. When a Response is created some tokens will be "reserved" for the - output + output tokens, the rate limits shown here reflect that reservation, which is - then + then adjusted accordingly once the Response is completed. properties: @@ -22521,10 +22521,10 @@ components: type: object description: > Returned when a Response is done streaming. Always emitted, no matter - the + the final state. The Response object included in the `response.done` event - will + will include all output Items in the Response but will omit the raw audio data. @@ -22745,7 +22745,7 @@ components: type: object description: > Returned when an Item is done streaming. Also emitted when a Response - is + is interrupted, incomplete, or cancelled. properties: @@ -22900,10 +22900,10 @@ components: RealtimeServerEventSessionCreated: type: object description: > - Returned when a Session is created. Emitted automatically when a new + Returned when a Session is created. Emitted automatically when a new connection is established as the first server event. This event will - contain + contain the default Session configuration. properties: @@ -22955,7 +22955,7 @@ components: type: object description: > Returned when a session is updated with a `session.update` event, - unless + unless there is an error. properties: @@ -23033,33 +23033,33 @@ components: type: string description: > The default system instructions (i.e. system message) prepended to - model + model - calls. This field allows the client to guide the model on desired + calls. This field allows the client to guide the model on desired responses. The model can be instructed on response content and - format, + format, (e.g. "be extremely succinct", "act friendly", "here are examples of - good + good responses") and on audio behavior (e.g. "talk quickly", "inject - emotion + emotion into your voice", "laugh frequently"). The instructions are not - guaranteed + guaranteed to be followed by the model, but they provide guidance to the model - on the + on the desired behavior. Note that the server sets default instructions which will be used if - this + this field is not set and are visible in the `session.created` event at - the + the start of the session. voice: @@ -23075,12 +23075,12 @@ components: - verse description: > The voice the model uses to respond. Voice cannot be changed during - the + the session once the model has responded with audio at least once. - Current + Current - voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` `sage`, + voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` `sage`, `shimmer` and `verse`. input_audio_format: @@ -23093,7 +23093,7 @@ components: The format of input audio. Options are `pcm16`, `g711_ulaw`, or `g711_alaw`. - For `pcm16`, input audio must be 16-bit PCM at a 24kHz sample rate, + For `pcm16`, input audio must be 16-bit PCM at a 24kHz sample rate, single channel (mono), and little-endian byte order. output_audio_format: @@ -23111,16 +23111,16 @@ components: type: object description: > Configuration for input audio transcription, defaults to off and can - be + be set to `null` to turn off once on. Input audio transcription is not - native + native to the model, since the model consumes audio directly. Transcription - runs + runs asynchronously through Whisper and should be treated as rough - guidance + guidance rather than the representation understood by the model. properties: @@ -23128,7 +23128,7 @@ components: type: string description: > The model to use for transcription, `whisper-1` is the only - currently + currently supported model. turn_detection: @@ -23136,10 +23136,10 @@ components: nullable: true description: > Configuration for turn detection. Can be set to `null` to turn off. - Server + Server VAD means that the model will detect the start and end of speech - based on + based on audio volume and respond at the end of user speech. properties: @@ -23154,25 +23154,25 @@ components: type: number description: > Activation threshold for VAD (0.0 to 1.0), this defaults to 0.5. - A + A higher threshold will require louder audio to activate the - model, and + model, and thus might perform better in noisy environments. prefix_padding_ms: type: integer description: | - Amount of audio to include before the VAD detected speech (in + Amount of audio to include before the VAD detected speech (in milliseconds). Defaults to 300ms. silence_duration_ms: type: integer description: > Duration of silence to detect speech stop (in milliseconds). - Defaults + Defaults to 500ms. With shorter values the model will respond more - quickly, + quickly, but may jump in on short pauses from the user. tools: @@ -23194,10 +23194,10 @@ components: type: string description: > The description of the function, including guidance on when - and how + and how to call it, and guidance about what to tell the user when - calling + calling (if anything). parameters: @@ -23207,7 +23207,7 @@ components: type: string description: > How the model chooses tools. Options are `auto`, `none`, `required`, - or + or specify a function. temperature: @@ -23254,33 +23254,33 @@ components: type: string description: > The default system instructions (i.e. system message) prepended to - model + model - calls. This field allows the client to guide the model on desired + calls. This field allows the client to guide the model on desired responses. The model can be instructed on response content and - format, + format, (e.g. "be extremely succinct", "act friendly", "here are examples of - good + good responses") and on audio behavior (e.g. "talk quickly", "inject - emotion + emotion into your voice", "laugh frequently"). The instructions are not - guaranteed + guaranteed to be followed by the model, but they provide guidance to the model - on the + on the desired behavior. Note that the server sets default instructions which will be used if - this + this field is not set and are visible in the `session.created` event at - the + the start of the session. voice: @@ -23296,12 +23296,12 @@ components: - verse description: > The voice the model uses to respond. Voice cannot be changed during - the + the session once the model has responded with audio at least once. - Current + Current - voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` `sage`, + voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` `sage`, `shimmer` and `verse`. input_audio_format: @@ -23314,7 +23314,7 @@ components: The format of input audio. Options are `pcm16`, `g711_ulaw`, or `g711_alaw`. - For `pcm16`, input audio must be 16-bit PCM at a 24kHz sample rate, + For `pcm16`, input audio must be 16-bit PCM at a 24kHz sample rate, single channel (mono), and little-endian byte order. output_audio_format: @@ -23345,7 +23345,7 @@ components: type: string description: > The model to use for transcription, `whisper-1` is the only - currently + currently supported model. language: @@ -23371,10 +23371,10 @@ components: type: object description: > Configuration for turn detection. Can be set to `null` to turn off. - Server + Server VAD means that the model will detect the start and end of speech - based on + based on audio volume and respond at the end of user speech. properties: @@ -23386,25 +23386,25 @@ components: type: number description: > Activation threshold for VAD (0.0 to 1.0), this defaults to 0.5. - A + A higher threshold will require louder audio to activate the - model, and + model, and thus might perform better in noisy environments. prefix_padding_ms: type: integer description: | - Amount of audio to include before the VAD detected speech (in + Amount of audio to include before the VAD detected speech (in milliseconds). Defaults to 300ms. silence_duration_ms: type: integer description: > Duration of silence to detect speech stop (in milliseconds). - Defaults + Defaults to 500ms. With shorter values the model will respond more - quickly, + quickly, but may jump in on short pauses from the user. create_response: @@ -23432,10 +23432,10 @@ components: type: string description: > The description of the function, including guidance on when - and how + and how to call it, and guidance about what to tell the user when - calling + calling (if anything). parameters: @@ -23445,7 +23445,7 @@ components: type: string description: > How the model chooses tools. Options are `auto`, `none`, `required`, - or + or specify a function. temperature: @@ -23510,33 +23510,33 @@ components: type: string description: > The default system instructions (i.e. system message) prepended to - model + model - calls. This field allows the client to guide the model on desired + calls. This field allows the client to guide the model on desired responses. The model can be instructed on response content and - format, + format, (e.g. "be extremely succinct", "act friendly", "here are examples of - good + good responses") and on audio behavior (e.g. "talk quickly", "inject - emotion + emotion into your voice", "laugh frequently"). The instructions are not - guaranteed + guaranteed to be followed by the model, but they provide guidance to the model - on the + on the desired behavior. Note that the server sets default instructions which will be used if - this + this field is not set and are visible in the `session.created` event at - the + the start of the session. voice: @@ -23552,12 +23552,12 @@ components: - verse description: > The voice the model uses to respond. Voice cannot be changed during - the + the session once the model has responded with audio at least once. - Current + Current - voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` `sage`, + voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` `sage`, `shimmer` and `verse`. input_audio_format: @@ -23574,16 +23574,16 @@ components: type: object description: > Configuration for input audio transcription, defaults to off and can - be + be set to `null` to turn off once on. Input audio transcription is not - native + native to the model, since the model consumes audio directly. Transcription - runs + runs asynchronously through Whisper and should be treated as rough - guidance + guidance rather than the representation understood by the model. properties: @@ -23591,17 +23591,17 @@ components: type: string description: > The model to use for transcription, `whisper-1` is the only - currently + currently supported model. turn_detection: type: object description: > Configuration for turn detection. Can be set to `null` to turn off. - Server + Server VAD means that the model will detect the start and end of speech - based on + based on audio volume and respond at the end of user speech. properties: @@ -23613,25 +23613,25 @@ components: type: number description: > Activation threshold for VAD (0.0 to 1.0), this defaults to 0.5. - A + A higher threshold will require louder audio to activate the - model, and + model, and thus might perform better in noisy environments. prefix_padding_ms: type: integer description: | - Amount of audio to include before the VAD detected speech (in + Amount of audio to include before the VAD detected speech (in milliseconds). Defaults to 300ms. silence_duration_ms: type: integer description: > Duration of silence to detect speech stop (in milliseconds). - Defaults + Defaults to 500ms. With shorter values the model will respond more - quickly, + quickly, but may jump in on short pauses from the user. tools: @@ -23653,10 +23653,10 @@ components: type: string description: > The description of the function, including guidance on when - and how + and how to call it, and guidance about what to tell the user when - calling + calling (if anything). parameters: @@ -23666,7 +23666,7 @@ components: type: string description: > How the model chooses tools. Options are `auto`, `none`, `required`, - or + or specify a function. temperature: @@ -23710,7 +23710,7 @@ components: "temperature": 0.7, "max_response_output_tokens": 200, "client_secret": { - "value": "ek_abc123", + "value": "ek_abc123", "expires_at": 1234567890 } } @@ -27145,7 +27145,7 @@ x-oaiMeta: title: Realtime beta: true description: | - Communicate with a GPT-4o class model in real time using WebRTC or + Communicate with a GPT-4o class model in real time using WebRTC or WebSockets. Supports text and audio inputs and ouputs, along with audio transcriptions. [Learn more about the Realtime API](/docs/guides/realtime). From 9e86699f6bd184d76910d718342375ae53e29179 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 02:39:00 +0100 Subject: [PATCH 173/186] This is a mock response --- openapi-mock.yaml | 86 +++++++++++++++++++++++++++++++++++++---------- src/config.rs | 2 +- src/openai.rs | 3 +- 3 files changed, 71 insertions(+), 20 deletions(-) diff --git a/openapi-mock.yaml b/openapi-mock.yaml index 6bddffe0..527f5978 100644 --- a/openapi-mock.yaml +++ b/openapi-mock.yaml @@ -1,11 +1,40 @@ -openapi: 3.0.0 +openapi: 3.1.0 info: title: OpenAI API Mock version: 1.0.0 paths: - /chat/completions: + /v1/chat/completions: post: operationId: createChatCompletion + requestBody: + required: true + content: + application/json: + schema: + type: object + required: + - model + - messages + properties: + model: + type: string + messages: + type: array + items: + type: object + required: + - role + - content + properties: + role: + type: string + enum: ["system", "user", "assistant"] + content: + type: string + max_tokens: + type: integer + temperature: + type: number responses: "200": description: OK @@ -13,28 +42,43 @@ paths: application/json: schema: type: object + required: + - id + - object + - created + - model + - choices properties: id: type: string object: type: string + const: "chat.completion" created: type: integer model: type: string choices: type: array + minItems: 1 items: type: object + required: + - index + - message + - finish_reason properties: index: type: integer message: type: object + required: + - role + - content properties: role: type: string - enum: ["assistant"] + const: "assistant" content: type: string finish_reason: @@ -42,6 +86,10 @@ paths: enum: ["stop"] usage: type: object + required: + - prompt_tokens + - completion_tokens + - total_tokens properties: prompt_tokens: type: integer @@ -49,18 +97,20 @@ paths: type: integer total_tokens: type: integer - example: - id: "chatcmpl-123" - object: "chat.completion" - created: 1677652288 - model: "gpt-4" - choices: - - index: 0 - message: - role: "assistant" - content: "This is a mock response" - finish_reason: "stop" - usage: - prompt_tokens: 0 - completion_tokens: 0 - total_tokens: 0 + examples: + default: + value: + id: "chatcmpl-123" + object: "chat.completion" + created: 1677652288 + model: "gpt-4" + choices: + - index: 0 + message: + role: "assistant" + content: "This is a mock response" + finish_reason: "stop" + usage: + prompt_tokens: 0 + completion_tokens: 0 + total_tokens: 0 diff --git a/src/config.rs b/src/config.rs index befc3d1d..50cedf99 100644 --- a/src/config.rs +++ b/src/config.rs @@ -16,7 +16,7 @@ const DEFAULT_MAX_COMMIT_LENGTH: i64 = 72; const DEFAULT_MAX_TOKENS: i64 = 2024; const DEFAULT_MODEL: &str = "gpt-4o-mini"; const DEFAULT_API_KEY: &str = ""; -const DEFAULT_OPENAI_HOST: &str = "https://api.openai.com/v1"; +const DEFAULT_OPENAI_HOST: &str = "https://api.openai.com"; #[derive(Debug, Serialize, Deserialize)] pub struct App { diff --git a/src/openai.rs b/src/openai.rs index bb33d92e..ecf8ff9c 100644 --- a/src/openai.rs +++ b/src/openai.rs @@ -128,7 +128,8 @@ pub async fn call(request: Request) -> Result { .ok_or(OpenAIError::MissingApiKey)?; let openai_host = config::APP.openai.host.clone(); - let url = format!("{}/chat/completions", openai_host); + let base_url = openai_host.trim_end_matches("/v1").trim_end_matches('/'); + let url = format!("{}/v1/chat/completions", base_url); debug!("OpenAI Request URL: {}", url); debug!("OpenAI Request Body: {:?}", request); From cfb9bc166d366575bc7ec89c68481c79bf7a55c9 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 02:40:25 +0100 Subject: [PATCH 174/186] This is a mock response --- kk | 1 + 1 file changed, 1 insertion(+) diff --git a/kk b/kk index e9827f82..510012a4 100644 --- a/kk +++ b/kk @@ -1,2 +1,3 @@ ll ll +ll From 2f3cb4663b3fd2db175862831833013f30382c2a Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 02:47:09 +0100 Subject: [PATCH 175/186] This is a mock response --- .github/workflows/ci.yml | 11 ++++++----- docker-compose.yml | 2 +- openapi-mock.yaml | 2 ++ 3 files changed, 9 insertions(+), 6 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 3ad4b980..8b3afcd3 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -55,15 +55,16 @@ jobs: rust: [nightly, stable] runs-on: ${{ matrix.os }} continue-on-error: false - services: - fake-openai: - image: fake-openai:latest - ports: - - 8080:8080 steps: - name: Checkout code uses: actions/checkout@v4 + - name: Start test services + if: startsWith(matrix.os, 'ubuntu') + uses: hoverkraft-tech/compose-action@v2.2.0 + with: + services: prism + - name: Set up Rust uses: actions-rs/toolchain@v1 with: diff --git a/docker-compose.yml b/docker-compose.yml index cf405327..661fb1b5 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -2,7 +2,7 @@ services: prism: image: stoplight/prism:latest platform: linux/amd64 - command: ["mock", "-h", "0.0.0.0", "/app/openapi-mock.yaml"] + command: ["mock", "-h", "0.0.0.0", "--cors", "/app/openapi-mock.yaml"] ports: - "4010:4010" volumes: diff --git a/openapi-mock.yaml b/openapi-mock.yaml index 527f5978..60cd376c 100644 --- a/openapi-mock.yaml +++ b/openapi-mock.yaml @@ -2,6 +2,8 @@ openapi: 3.1.0 info: title: OpenAI API Mock version: 1.0.0 +servers: + - url: / paths: /v1/chat/completions: post: From c409d62ee02861c1028bb5d1edc2c3d98d9ad315 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 02:47:51 +0100 Subject: [PATCH 176/186] This is a mock response --- kk | 1 + 1 file changed, 1 insertion(+) diff --git a/kk b/kk index 510012a4..b941bcdf 100644 --- a/kk +++ b/kk @@ -1,3 +1,4 @@ ll ll ll +ll From 3fa03a75a7674b165a6baa03a2d06e10465fbc85 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 02:50:14 +0100 Subject: [PATCH 177/186] This is a mock response --- .github/workflows/ci.yml | 1 + src/openai.rs | 60 +--------------------------------------- 2 files changed, 2 insertions(+), 59 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 8b3afcd3..e7194f2f 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -11,6 +11,7 @@ concurrency: env: CARGO_TERM_COLOR: always TEST_MODEL: SlyOtis/git-auto-message:latest + OPENAI_API_URL: http://localhost:4010/v1 jobs: lint: diff --git a/src/openai.rs b/src/openai.rs index ecf8ff9c..8a0abdc4 100644 --- a/src/openai.rs +++ b/src/openai.rs @@ -7,6 +7,7 @@ use log::{debug, error}; use crate::{commit, config, profile}; use crate::model::Model; +#[allow(dead_code)] const MAX_ATTEMPTS: usize = 3; #[derive(Error, Debug)] @@ -59,65 +60,6 @@ pub async fn generate_commit_message(diff: &str) -> Result { let response = commit::generate(diff.into(), 256, Model::GPT4oMini).await?; Ok(response.response.trim().to_string()) } - -fn truncate_to_fit(text: &str, max_tokens: usize, model: &Model) -> Result { - let token_count = model.count_tokens(text)?; - if token_count <= max_tokens { - return Ok(text.to_string()); - } - - let lines: Vec<&str> = text.lines().collect(); - if lines.is_empty() { - return Ok(String::new()); - } - - // Try increasingly aggressive truncation until we fit - for attempt in 0..MAX_ATTEMPTS { - let keep_lines = match attempt { - 0 => lines.len() * 3 / 4, // First try: Keep 75% - 1 => lines.len() / 2, // Second try: Keep 50% - _ => lines.len() / 4 // Final try: Keep 25% - }; - - if keep_lines == 0 { - break; - } - - let mut truncated = Vec::new(); - truncated.extend(lines.iter().take(keep_lines)); - truncated.push("... (truncated for length) ..."); - - let result = truncated.join("\n"); - let new_token_count = model.count_tokens(&result)?; - - if new_token_count <= max_tokens { - return Ok(result); - } - } - - // If standard truncation failed, do minimal version with iterative reduction - let mut minimal = Vec::new(); - let mut current_size = lines.len() / 50; // Start with 2% of lines - - while current_size > 0 { - minimal.clear(); - minimal.extend(lines.iter().take(current_size)); - minimal.push("... (severely truncated for length) ..."); - - let result = minimal.join("\n"); - let new_token_count = model.count_tokens(&result)?; - - if new_token_count <= max_tokens { - return Ok(result); - } - - current_size /= 2; // Halve the size each time - } - - // If everything fails, return just the truncation message - Ok("... (content too large, completely truncated) ...".to_string()) -} - pub async fn call(request: Request) -> Result { profile!("OpenAI API call"); let client = reqwest::Client::new(); From 397c6106d0d35c27b758ea1287e8fa8374d356de Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 02:57:16 +0100 Subject: [PATCH 178/186] This is a mock response --- kk | 4 - openapi.json | 154 - openapi.yaml | 27309 ------------------------------------------------- src/hook.rs | 32 +- 4 files changed, 18 insertions(+), 27481 deletions(-) delete mode 100644 kk delete mode 100644 openapi.json delete mode 100644 openapi.yaml diff --git a/kk b/kk deleted file mode 100644 index b941bcdf..00000000 --- a/kk +++ /dev/null @@ -1,4 +0,0 @@ -ll -ll -ll -ll diff --git a/openapi.json b/openapi.json deleted file mode 100644 index 2f63514b..00000000 --- a/openapi.json +++ /dev/null @@ -1,154 +0,0 @@ -{ - "openapi": "3.0.0", - "info": { - "title": "Fake OpenAI Chat API", - "version": "1.0.0", - "description": "Mock implementation of OpenAI's chat completions API." - }, - "servers": [ - { - "url": "http://localhost:8080/v1", - "description": "Local mock server" - } - ], - "paths": { - "/chat/completions": { - "post": { - "summary": "Generate chat completion", - "operationId": "createChatCompletion", - "requestBody": { - "required": true, - "content": { - "application/json": { - "schema": { - "type": "object", - "properties": { - "model": { - "type": "string", - "example": "gpt-3.5-turbo" - }, - "messages": { - "type": "array", - "items": { - "type": "object", - "properties": { - "role": { - "type": "string", - "enum": ["system", "user", "assistant"], - "example": "user" - }, - "content": { - "type": "string", - "example": "Hello, how are you?" - } - }, - "required": ["role", "content"] - } - }, - "temperature": { - "type": "number", - "minimum": 0, - "maximum": 2, - "example": 0.7 - }, - "max_tokens": { - "type": "integer", - "example": 100 - } - }, - "required": ["model", "messages"] - } - } - } - }, - "responses": { - "200": { - "description": "Successful response with generated chat completion", - "content": { - "application/json": { - "schema": { - "type": "object", - "properties": { - "id": { - "type": "string", - "example": "chatcmpl-1234567890" - }, - "object": { - "type": "string", - "example": "chat.completion" - }, - "created": { - "type": "integer", - "example": 1690000000 - }, - "model": { - "type": "string", - "example": "gpt-3.5-turbo" - }, - "choices": { - "type": "array", - "items": { - "type": "object", - "properties": { - "index": { - "type": "integer", - "example": 0 - }, - "message": { - "type": "object", - "properties": { - "role": { - "type": "string", - "example": "assistant" - }, - "content": { - "type": "string", - "example": "I'm doing great! How can I assist you today?" - } - }, - "required": ["role", "content"] - }, - "finish_reason": { - "type": "string", - "example": "stop" - } - }, - "required": ["index", "message", "finish_reason"] - } - }, - "usage": { - "type": "object", - "properties": { - "prompt_tokens": { - "type": "integer", - "example": 10 - }, - "completion_tokens": { - "type": "integer", - "example": 20 - }, - "total_tokens": { - "type": "integer", - "example": 30 - } - }, - "required": ["prompt_tokens", "completion_tokens", "total_tokens"] - } - }, - "required": ["id", "object", "created", "model", "choices", "usage"] - } - } - } - }, - "400": { - "description": "Invalid request" - }, - "500": { - "description": "Server error" - } - } - } - } - } -} - diff --git a/openapi.yaml b/openapi.yaml deleted file mode 100644 index 56d1e05a..00000000 --- a/openapi.yaml +++ /dev/null @@ -1,27309 +0,0 @@ -openapi: 3.0.0 -info: - title: OpenAI API - description: The OpenAI REST API. Please see - https://platform.openai.com/docs/api-reference for more details. - version: 2.3.0 - termsOfService: https://openai.com/policies/terms-of-use - contact: - name: OpenAI Support - url: https://help.openai.com/ - license: - name: MIT - url: https://github.com/openai/openai-openapi/blob/master/LICENSE -servers: - - url: https://api.openai.com/v1 -tags: - - name: Assistants - description: Build Assistants that can call models and use tools. - - name: Audio - description: Turn audio into text or text into audio. - - name: Chat - description: - Given a list of messages comprising a conversation, the model will - return a response. - - name: Completions - description: Given a prompt, the model will return one or more predicted - completions, and can also return the probabilities of alternative tokens - at each position. - - name: Embeddings - description: Get a vector representation of a given input that can be easily - consumed by machine learning models and algorithms. - - name: Fine-tuning - description: Manage fine-tuning jobs to tailor a model to your specific training data. - - name: Batch - description: Create large batches of API requests to run asynchronously. - - name: Files - description: - Files are used to upload documents that can be used with features - like Assistants and Fine-tuning. - - name: Uploads - description: Use Uploads to upload large files in multiple parts. - - name: Images - description: Given a prompt and/or an input image, the model will generate a new image. - - name: Models - description: List and describe the various models available in the API. - - name: Moderations - description: Given text and/or image inputs, classifies if those inputs are - potentially harmful. - - name: Audit Logs - description: List user actions and configuration changes within this organization. -paths: - /assistants: - get: - operationId: listAssistants - tags: - - Assistants - summary: Returns a list of assistants. - parameters: - - name: limit - in: query - description: > - A limit on the number of objects to be returned. Limit can range - between 1 and 100, and the default is 20. - required: false - schema: - type: integer - default: 20 - - name: order - in: query - description: > - Sort order by the `created_at` timestamp of the objects. `asc` for - ascending order and `desc` for descending order. - schema: - type: string - default: desc - enum: - - asc - - desc - - name: after - in: query - description: > - A cursor for use in pagination. `after` is an object ID that defines - your place in the list. For instance, if you make a list request and - receive 100 objects, ending with obj_foo, your subsequent call can - include after=obj_foo in order to fetch the next page of the list. - schema: - type: string - - name: before - in: query - description: > - A cursor for use in pagination. `before` is an object ID that - defines your place in the list. For instance, if you make a list - request and receive 100 objects, starting with obj_foo, your - subsequent call can include before=obj_foo in order to fetch the - previous page of the list. - schema: - type: string - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ListAssistantsResponse" - x-oaiMeta: - name: List assistants - group: assistants - beta: true - returns: A list of [assistant](/docs/api-reference/assistants/object) objects. - examples: - request: - curl: | - curl "https://api.openai.com/v1/assistants?order=desc&limit=20" \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" - python: | - from openai import OpenAI - client = OpenAI() - - my_assistants = client.beta.assistants.list( - order="desc", - limit="20", - ) - print(my_assistants.data) - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const myAssistants = await openai.beta.assistants.list({ - order: "desc", - limit: "20", - }); - - console.log(myAssistants.data); - } - - main(); - response: > - { - "object": "list", - "data": [ - { - "id": "asst_abc123", - "object": "assistant", - "created_at": 1698982736, - "name": "Coding Tutor", - "description": null, - "model": "gpt-4o", - "instructions": "You are a helpful assistant designed to make me better at coding!", - "tools": [], - "tool_resources": {}, - "metadata": {}, - "top_p": 1.0, - "temperature": 1.0, - "response_format": "auto" - }, - { - "id": "asst_abc456", - "object": "assistant", - "created_at": 1698982718, - "name": "My Assistant", - "description": null, - "model": "gpt-4o", - "instructions": "You are a helpful assistant designed to make me better at coding!", - "tools": [], - "tool_resources": {}, - "metadata": {}, - "top_p": 1.0, - "temperature": 1.0, - "response_format": "auto" - }, - { - "id": "asst_abc789", - "object": "assistant", - "created_at": 1698982643, - "name": null, - "description": null, - "model": "gpt-4o", - "instructions": null, - "tools": [], - "tool_resources": {}, - "metadata": {}, - "top_p": 1.0, - "temperature": 1.0, - "response_format": "auto" - } - ], - "first_id": "asst_abc123", - "last_id": "asst_abc789", - "has_more": false - } - post: - operationId: createAssistant - tags: - - Assistants - summary: Create an assistant with a model and instructions. - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/CreateAssistantRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/AssistantObject" - x-oaiMeta: - name: Create assistant - group: assistants - beta: true - returns: An [assistant](/docs/api-reference/assistants/object) object. - examples: - - title: Code Interpreter - request: - curl: > - curl "https://api.openai.com/v1/assistants" \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "instructions": "You are a personal math tutor. When asked a question, write and run Python code to answer the question.", - "name": "Math Tutor", - "tools": [{"type": "code_interpreter"}], - "model": "gpt-4o" - }' - python: > - from openai import OpenAI - - client = OpenAI() - - - my_assistant = client.beta.assistants.create( - instructions="You are a personal math tutor. When asked a question, write and run Python code to answer the question.", - name="Math Tutor", - tools=[{"type": "code_interpreter"}], - model="gpt-4o", - ) - - print(my_assistant) - node.js: >- - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const myAssistant = await openai.beta.assistants.create({ - instructions: - "You are a personal math tutor. When asked a question, write and run Python code to answer the question.", - name: "Math Tutor", - tools: [{ type: "code_interpreter" }], - model: "gpt-4o", - }); - - console.log(myAssistant); - } - - - main(); - response: > - { - "id": "asst_abc123", - "object": "assistant", - "created_at": 1698984975, - "name": "Math Tutor", - "description": null, - "model": "gpt-4o", - "instructions": "You are a personal math tutor. When asked a question, write and run Python code to answer the question.", - "tools": [ - { - "type": "code_interpreter" - } - ], - "metadata": {}, - "top_p": 1.0, - "temperature": 1.0, - "response_format": "auto" - } - - title: Files - request: - curl: > - curl https://api.openai.com/v1/assistants \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "instructions": "You are an HR bot, and you have access to files to answer employee questions about company policies.", - "tools": [{"type": "file_search"}], - "tool_resources": {"file_search": {"vector_store_ids": ["vs_123"]}}, - "model": "gpt-4o" - }' - python: > - from openai import OpenAI - - client = OpenAI() - - - my_assistant = client.beta.assistants.create( - instructions="You are an HR bot, and you have access to files to answer employee questions about company policies.", - name="HR Helper", - tools=[{"type": "file_search"}], - tool_resources={"file_search": {"vector_store_ids": ["vs_123"]}}, - model="gpt-4o" - ) - - print(my_assistant) - node.js: >- - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const myAssistant = await openai.beta.assistants.create({ - instructions: - "You are an HR bot, and you have access to files to answer employee questions about company policies.", - name: "HR Helper", - tools: [{ type: "file_search" }], - tool_resources: { - file_search: { - vector_store_ids: ["vs_123"] - } - }, - model: "gpt-4o" - }); - - console.log(myAssistant); - } - - - main(); - response: > - { - "id": "asst_abc123", - "object": "assistant", - "created_at": 1699009403, - "name": "HR Helper", - "description": null, - "model": "gpt-4o", - "instructions": "You are an HR bot, and you have access to files to answer employee questions about company policies.", - "tools": [ - { - "type": "file_search" - } - ], - "tool_resources": { - "file_search": { - "vector_store_ids": ["vs_123"] - } - }, - "metadata": {}, - "top_p": 1.0, - "temperature": 1.0, - "response_format": "auto" - } - /assistants/{assistant_id}: - get: - operationId: getAssistant - tags: - - Assistants - summary: Retrieves an assistant. - parameters: - - in: path - name: assistant_id - required: true - schema: - type: string - description: The ID of the assistant to retrieve. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/AssistantObject" - x-oaiMeta: - name: Retrieve assistant - group: assistants - beta: true - returns: - The [assistant](/docs/api-reference/assistants/object) object matching - the specified ID. - examples: - request: - curl: | - curl https://api.openai.com/v1/assistants/asst_abc123 \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" - python: | - from openai import OpenAI - client = OpenAI() - - my_assistant = client.beta.assistants.retrieve("asst_abc123") - print(my_assistant) - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const myAssistant = await openai.beta.assistants.retrieve( - "asst_abc123" - ); - - console.log(myAssistant); - } - - main(); - response: > - { - "id": "asst_abc123", - "object": "assistant", - "created_at": 1699009709, - "name": "HR Helper", - "description": null, - "model": "gpt-4o", - "instructions": "You are an HR bot, and you have access to files to answer employee questions about company policies.", - "tools": [ - { - "type": "file_search" - } - ], - "metadata": {}, - "top_p": 1.0, - "temperature": 1.0, - "response_format": "auto" - } - post: - operationId: modifyAssistant - tags: - - Assistants - summary: Modifies an assistant. - parameters: - - in: path - name: assistant_id - required: true - schema: - type: string - description: The ID of the assistant to modify. - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/ModifyAssistantRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/AssistantObject" - x-oaiMeta: - name: Modify assistant - group: assistants - beta: true - returns: The modified [assistant](/docs/api-reference/assistants/object) object. - examples: - request: - curl: > - curl https://api.openai.com/v1/assistants/asst_abc123 \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "instructions": "You are an HR bot, and you have access to files to answer employee questions about company policies. Always response with info from either of the files.", - "tools": [{"type": "file_search"}], - "model": "gpt-4o" - }' - python: > - from openai import OpenAI - - client = OpenAI() - - - my_updated_assistant = client.beta.assistants.update( - "asst_abc123", - instructions="You are an HR bot, and you have access to files to answer employee questions about company policies. Always response with info from either of the files.", - name="HR Helper", - tools=[{"type": "file_search"}], - model="gpt-4o" - ) - - - print(my_updated_assistant) - node.js: >- - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const myUpdatedAssistant = await openai.beta.assistants.update( - "asst_abc123", - { - instructions: - "You are an HR bot, and you have access to files to answer employee questions about company policies. Always response with info from either of the files.", - name: "HR Helper", - tools: [{ type: "file_search" }], - model: "gpt-4o" - } - ); - - console.log(myUpdatedAssistant); - } - - - main(); - response: > - { - "id": "asst_123", - "object": "assistant", - "created_at": 1699009709, - "name": "HR Helper", - "description": null, - "model": "gpt-4o", - "instructions": "You are an HR bot, and you have access to files to answer employee questions about company policies. Always response with info from either of the files.", - "tools": [ - { - "type": "file_search" - } - ], - "tool_resources": { - "file_search": { - "vector_store_ids": [] - } - }, - "metadata": {}, - "top_p": 1.0, - "temperature": 1.0, - "response_format": "auto" - } - delete: - operationId: deleteAssistant - tags: - - Assistants - summary: Delete an assistant. - parameters: - - in: path - name: assistant_id - required: true - schema: - type: string - description: The ID of the assistant to delete. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/DeleteAssistantResponse" - x-oaiMeta: - name: Delete assistant - group: assistants - beta: true - returns: Deletion status - examples: - request: - curl: | - curl https://api.openai.com/v1/assistants/asst_abc123 \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" \ - -X DELETE - python: | - from openai import OpenAI - client = OpenAI() - - response = client.beta.assistants.delete("asst_abc123") - print(response) - node.js: >- - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const response = await openai.beta.assistants.del("asst_abc123"); - - console.log(response); - } - - main(); - response: | - { - "id": "asst_abc123", - "object": "assistant.deleted", - "deleted": true - } - /audio/speech: - post: - operationId: createSpeech - tags: - - Audio - summary: Generates audio from the input text. - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/CreateSpeechRequest" - responses: - "200": - description: OK - headers: - Transfer-Encoding: - schema: - type: string - description: chunked - content: - application/octet-stream: - schema: - type: string - format: binary - x-oaiMeta: - name: Create speech - group: audio - returns: The audio file content. - examples: - request: - curl: | - curl https://api.openai.com/v1/audio/speech \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -d '{ - "model": "tts-1", - "input": "The quick brown fox jumped over the lazy dog.", - "voice": "alloy" - }' \ - --output speech.mp3 - python: | - from pathlib import Path - import openai - - speech_file_path = Path(__file__).parent / "speech.mp3" - response = openai.audio.speech.create( - model="tts-1", - voice="alloy", - input="The quick brown fox jumped over the lazy dog." - ) - response.stream_to_file(speech_file_path) - node: > - import fs from "fs"; - - import path from "path"; - - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - const speechFile = path.resolve("./speech.mp3"); - - - async function main() { - const mp3 = await openai.audio.speech.create({ - model: "tts-1", - voice: "alloy", - input: "Today is a wonderful day to build something people love!", - }); - console.log(speechFile); - const buffer = Buffer.from(await mp3.arrayBuffer()); - await fs.promises.writeFile(speechFile, buffer); - } - - main(); - /audio/transcriptions: - post: - operationId: createTranscription - tags: - - Audio - summary: Transcribes audio into the input language. - requestBody: - required: true - content: - multipart/form-data: - schema: - $ref: "#/components/schemas/CreateTranscriptionRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - oneOf: - - $ref: "#/components/schemas/CreateTranscriptionResponseJson" - - $ref: "#/components/schemas/CreateTranscriptionResponseVerboseJson" - x-oaiMeta: - name: Create transcription - group: audio - returns: - The [transcription object](/docs/api-reference/audio/json-object) or a - [verbose transcription - object](/docs/api-reference/audio/verbose-json-object). - examples: - - title: Default - request: - curl: | - curl https://api.openai.com/v1/audio/transcriptions \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: multipart/form-data" \ - -F file="@/path/to/file/audio.mp3" \ - -F model="whisper-1" - python: | - from openai import OpenAI - client = OpenAI() - - audio_file = open("speech.mp3", "rb") - transcript = client.audio.transcriptions.create( - model="whisper-1", - file=audio_file - ) - node: > - import fs from "fs"; - - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const transcription = await openai.audio.transcriptions.create({ - file: fs.createReadStream("audio.mp3"), - model: "whisper-1", - }); - - console.log(transcription.text); - } - - main(); - response: > - { - "text": "Imagine the wildest idea that you've ever had, and you're curious about how it might scale to something that's a 100, a 1,000 times bigger. This is a place where you can get to do that." - } - - title: Word timestamps - request: - curl: | - curl https://api.openai.com/v1/audio/transcriptions \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: multipart/form-data" \ - -F file="@/path/to/file/audio.mp3" \ - -F "timestamp_granularities[]=word" \ - -F model="whisper-1" \ - -F response_format="verbose_json" - python: | - from openai import OpenAI - client = OpenAI() - - audio_file = open("speech.mp3", "rb") - transcript = client.audio.transcriptions.create( - file=audio_file, - model="whisper-1", - response_format="verbose_json", - timestamp_granularities=["word"] - ) - - print(transcript.words) - node: > - import fs from "fs"; - - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const transcription = await openai.audio.transcriptions.create({ - file: fs.createReadStream("audio.mp3"), - model: "whisper-1", - response_format: "verbose_json", - timestamp_granularities: ["word"] - }); - - console.log(transcription.text); - } - - main(); - response: > - { - "task": "transcribe", - "language": "english", - "duration": 8.470000267028809, - "text": "The beach was a popular spot on a hot summer day. People were swimming in the ocean, building sandcastles, and playing beach volleyball.", - "words": [ - { - "word": "The", - "start": 0.0, - "end": 0.23999999463558197 - }, - ... - { - "word": "volleyball", - "start": 7.400000095367432, - "end": 7.900000095367432 - } - ] - } - - title: Segment timestamps - request: - curl: | - curl https://api.openai.com/v1/audio/transcriptions \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: multipart/form-data" \ - -F file="@/path/to/file/audio.mp3" \ - -F "timestamp_granularities[]=segment" \ - -F model="whisper-1" \ - -F response_format="verbose_json" - python: | - from openai import OpenAI - client = OpenAI() - - audio_file = open("speech.mp3", "rb") - transcript = client.audio.transcriptions.create( - file=audio_file, - model="whisper-1", - response_format="verbose_json", - timestamp_granularities=["segment"] - ) - - print(transcript.words) - node: > - import fs from "fs"; - - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const transcription = await openai.audio.transcriptions.create({ - file: fs.createReadStream("audio.mp3"), - model: "whisper-1", - response_format: "verbose_json", - timestamp_granularities: ["segment"] - }); - - console.log(transcription.text); - } - - main(); - response: > - { - "task": "transcribe", - "language": "english", - "duration": 8.470000267028809, - "text": "The beach was a popular spot on a hot summer day. People were swimming in the ocean, building sandcastles, and playing beach volleyball.", - "segments": [ - { - "id": 0, - "seek": 0, - "start": 0.0, - "end": 3.319999933242798, - "text": " The beach was a popular spot on a hot summer day.", - "tokens": [ - 50364, 440, 7534, 390, 257, 3743, 4008, 322, 257, 2368, 4266, 786, 13, 50530 - ], - "temperature": 0.0, - "avg_logprob": -0.2860786020755768, - "compression_ratio": 1.2363636493682861, - "no_speech_prob": 0.00985979475080967 - }, - ... - ] - } - /audio/translations: - post: - operationId: createTranslation - tags: - - Audio - summary: Translates audio into English. - requestBody: - required: true - content: - multipart/form-data: - schema: - $ref: "#/components/schemas/CreateTranslationRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - oneOf: - - $ref: "#/components/schemas/CreateTranslationResponseJson" - - $ref: "#/components/schemas/CreateTranslationResponseVerboseJson" - x-oaiMeta: - name: Create translation - group: audio - returns: The translated text. - examples: - request: - curl: | - curl https://api.openai.com/v1/audio/translations \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: multipart/form-data" \ - -F file="@/path/to/file/german.m4a" \ - -F model="whisper-1" - python: | - from openai import OpenAI - client = OpenAI() - - audio_file = open("speech.mp3", "rb") - transcript = client.audio.translations.create( - model="whisper-1", - file=audio_file - ) - node: | - import fs from "fs"; - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const translation = await openai.audio.translations.create({ - file: fs.createReadStream("speech.mp3"), - model: "whisper-1", - }); - - console.log(translation.text); - } - main(); - response: > - { - "text": "Hello, my name is Wolfgang and I come from Germany. Where are you heading today?" - } - /batches: - post: - summary: Creates and executes a batch from an uploaded file of requests - operationId: createBatch - tags: - - Batch - requestBody: - required: true - content: - application/json: - schema: - type: object - required: - - input_file_id - - endpoint - - completion_window - properties: - input_file_id: - type: string - description: > - The ID of an uploaded file that contains requests for the - new batch. - - - See [upload file](/docs/api-reference/files/create) for how - to upload a file. - - - Your input file must be formatted as a [JSONL - file](/docs/api-reference/batch/request-input), and must be - uploaded with the purpose `batch`. The file can contain up - to 50,000 requests, and can be up to 200 MB in size. - endpoint: - type: string - enum: - - /v1/chat/completions - - /v1/embeddings - - /v1/completions - description: - The endpoint to be used for all requests in the batch. Currently - `/v1/chat/completions`, `/v1/embeddings`, and - `/v1/completions` are supported. Note that `/v1/embeddings` - batches are also restricted to a maximum of 50,000 embedding - inputs across all requests in the batch. - completion_window: - type: string - enum: - - 24h - description: - The time frame within which the batch should be processed. - Currently only `24h` is supported. - metadata: - $ref: "#/components/schemas/Metadata" - responses: - "200": - description: Batch created successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/Batch" - x-oaiMeta: - name: Create batch - group: batch - returns: The created [Batch](/docs/api-reference/batch/object) object. - examples: - request: - curl: | - curl https://api.openai.com/v1/batches \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -d '{ - "input_file_id": "file-abc123", - "endpoint": "/v1/chat/completions", - "completion_window": "24h" - }' - python: | - from openai import OpenAI - client = OpenAI() - - client.batches.create( - input_file_id="file-abc123", - endpoint="/v1/chat/completions", - completion_window="24h" - ) - node: | - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const batch = await openai.batches.create({ - input_file_id: "file-abc123", - endpoint: "/v1/chat/completions", - completion_window: "24h" - }); - - console.log(batch); - } - - main(); - response: | - { - "id": "batch_abc123", - "object": "batch", - "endpoint": "/v1/chat/completions", - "errors": null, - "input_file_id": "file-abc123", - "completion_window": "24h", - "status": "validating", - "output_file_id": null, - "error_file_id": null, - "created_at": 1711471533, - "in_progress_at": null, - "expires_at": null, - "finalizing_at": null, - "completed_at": null, - "failed_at": null, - "expired_at": null, - "cancelling_at": null, - "cancelled_at": null, - "request_counts": { - "total": 0, - "completed": 0, - "failed": 0 - }, - "metadata": { - "customer_id": "user_123456789", - "batch_description": "Nightly eval job", - } - } - get: - operationId: listBatches - tags: - - Batch - summary: List your organization's batches. - parameters: - - in: query - name: after - required: false - schema: - type: string - description: > - A cursor for use in pagination. `after` is an object ID that defines - your place in the list. For instance, if you make a list request and - receive 100 objects, ending with obj_foo, your subsequent call can - include after=obj_foo in order to fetch the next page of the list. - - name: limit - in: query - description: > - A limit on the number of objects to be returned. Limit can range - between 1 and 100, and the default is 20. - required: false - schema: - type: integer - default: 20 - responses: - "200": - description: Batch listed successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/ListBatchesResponse" - x-oaiMeta: - name: List batch - group: batch - returns: A list of paginated [Batch](/docs/api-reference/batch/object) objects. - examples: - request: - curl: | - curl https://api.openai.com/v1/batches?limit=2 \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" - python: | - from openai import OpenAI - client = OpenAI() - - client.batches.list() - node: | - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const list = await openai.batches.list(); - - for await (const batch of list) { - console.log(batch); - } - } - - main(); - response: | - { - "object": "list", - "data": [ - { - "id": "batch_abc123", - "object": "batch", - "endpoint": "/v1/chat/completions", - "errors": null, - "input_file_id": "file-abc123", - "completion_window": "24h", - "status": "completed", - "output_file_id": "file-cvaTdG", - "error_file_id": "file-HOWS94", - "created_at": 1711471533, - "in_progress_at": 1711471538, - "expires_at": 1711557933, - "finalizing_at": 1711493133, - "completed_at": 1711493163, - "failed_at": null, - "expired_at": null, - "cancelling_at": null, - "cancelled_at": null, - "request_counts": { - "total": 100, - "completed": 95, - "failed": 5 - }, - "metadata": { - "customer_id": "user_123456789", - "batch_description": "Nightly job", - } - }, - { ... }, - ], - "first_id": "batch_abc123", - "last_id": "batch_abc456", - "has_more": true - } - /batches/{batch_id}: - get: - operationId: retrieveBatch - tags: - - Batch - summary: Retrieves a batch. - parameters: - - in: path - name: batch_id - required: true - schema: - type: string - description: The ID of the batch to retrieve. - responses: - "200": - description: Batch retrieved successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/Batch" - x-oaiMeta: - name: Retrieve batch - group: batch - returns: - The [Batch](/docs/api-reference/batch/object) object matching the - specified ID. - examples: - request: - curl: | - curl https://api.openai.com/v1/batches/batch_abc123 \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - python: | - from openai import OpenAI - client = OpenAI() - - client.batches.retrieve("batch_abc123") - node: | - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const batch = await openai.batches.retrieve("batch_abc123"); - - console.log(batch); - } - - main(); - response: | - { - "id": "batch_abc123", - "object": "batch", - "endpoint": "/v1/completions", - "errors": null, - "input_file_id": "file-abc123", - "completion_window": "24h", - "status": "completed", - "output_file_id": "file-cvaTdG", - "error_file_id": "file-HOWS94", - "created_at": 1711471533, - "in_progress_at": 1711471538, - "expires_at": 1711557933, - "finalizing_at": 1711493133, - "completed_at": 1711493163, - "failed_at": null, - "expired_at": null, - "cancelling_at": null, - "cancelled_at": null, - "request_counts": { - "total": 100, - "completed": 95, - "failed": 5 - }, - "metadata": { - "customer_id": "user_123456789", - "batch_description": "Nightly eval job", - } - } - /batches/{batch_id}/cancel: - post: - operationId: cancelBatch - tags: - - Batch - summary: - Cancels an in-progress batch. The batch will be in status `cancelling` - for up to 10 minutes, before changing to `cancelled`, where it will have - partial results (if any) available in the output file. - parameters: - - in: path - name: batch_id - required: true - schema: - type: string - description: The ID of the batch to cancel. - responses: - "200": - description: Batch is cancelling. Returns the cancelling batch's details. - content: - application/json: - schema: - $ref: "#/components/schemas/Batch" - x-oaiMeta: - name: Cancel batch - group: batch - returns: - The [Batch](/docs/api-reference/batch/object) object matching the - specified ID. - examples: - request: - curl: | - curl https://api.openai.com/v1/batches/batch_abc123/cancel \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -X POST - python: | - from openai import OpenAI - client = OpenAI() - - client.batches.cancel("batch_abc123") - node: | - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const batch = await openai.batches.cancel("batch_abc123"); - - console.log(batch); - } - - main(); - response: | - { - "id": "batch_abc123", - "object": "batch", - "endpoint": "/v1/chat/completions", - "errors": null, - "input_file_id": "file-abc123", - "completion_window": "24h", - "status": "cancelling", - "output_file_id": null, - "error_file_id": null, - "created_at": 1711471533, - "in_progress_at": 1711471538, - "expires_at": 1711557933, - "finalizing_at": null, - "completed_at": null, - "failed_at": null, - "expired_at": null, - "cancelling_at": 1711475133, - "cancelled_at": null, - "request_counts": { - "total": 100, - "completed": 23, - "failed": 1 - }, - "metadata": { - "customer_id": "user_123456789", - "batch_description": "Nightly eval job", - } - } - /chat/completions: - post: - operationId: createChatCompletion - tags: - - Chat - summary: > - Creates a model response for the given chat conversation. Learn more in - the - - [text generation](/docs/guides/text-generation), - [vision](/docs/guides/vision), - - and [audio](/docs/guides/audio) guides. - - - Parameter support can differ depending on the model used to generate the - - response, particularly for newer reasoning models. Parameters that are - only - - supported for reasoning models are noted below. For the current state - of - - unsupported parameters in reasoning models, - - [refer to the reasoning guide](/docs/guides/reasoning). - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/CreateChatCompletionRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/CreateChatCompletionResponse" - text/event-stream: - schema: - $ref: "#/components/schemas/CreateChatCompletionStreamResponse" - x-oaiMeta: - name: Create chat completion - group: chat - returns: > - Returns a [chat completion](/docs/api-reference/chat/object) object, - or a streamed sequence of [chat completion - chunk](/docs/api-reference/chat/streaming) objects if the request is - streamed. - path: create - examples: - - title: Default - request: - curl: | - curl https://api.openai.com/v1/chat/completions \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -d '{ - "model": "VAR_chat_model_id", - "messages": [ - { - "role": "developer", - "content": "You are a helpful assistant." - }, - { - "role": "user", - "content": "Hello!" - } - ] - }' - python: > - from openai import OpenAI - - client = OpenAI() - - - completion = client.chat.completions.create( - model="VAR_chat_model_id", - messages=[ - {"role": "developer", "content": "You are a helpful assistant."}, - {"role": "user", "content": "Hello!"} - ] - ) - - - print(completion.choices[0].message) - node.js: >- - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const completion = await openai.chat.completions.create({ - messages: [{ role: "developer", content: "You are a helpful assistant." }], - model: "VAR_chat_model_id", - store: true, - }); - - console.log(completion.choices[0]); - } - - - main(); - response: | - { - "id": "chatcmpl-123", - "object": "chat.completion", - "created": 1677652288, - "model": "gpt-4o-mini", - "system_fingerprint": "fp_44709d6fcb", - "choices": [{ - "index": 0, - "message": { - "role": "assistant", - "content": "\n\nHello there, how may I assist you today?", - }, - "logprobs": null, - "finish_reason": "stop" - }], - "service_tier": "default", - "usage": { - "prompt_tokens": 9, - "completion_tokens": 12, - "total_tokens": 21, - "completion_tokens_details": { - "reasoning_tokens": 0, - "accepted_prediction_tokens": 0, - "rejected_prediction_tokens": 0 - } - } - } - - title: Image input - request: - curl: > - curl https://api.openai.com/v1/chat/completions \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -d '{ - "model": "gpt-4o", - "messages": [ - { - "role": "user", - "content": [ - { - "type": "text", - "text": "What'\''s in this image?" - }, - { - "type": "image_url", - "image_url": { - "url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" - } - } - ] - } - ], - "max_tokens": 300 - }' - python: > - from openai import OpenAI - - - client = OpenAI() - - - response = client.chat.completions.create( - model="gpt-4o", - messages=[ - { - "role": "user", - "content": [ - {"type": "text", "text": "What's in this image?"}, - { - "type": "image_url", - "image_url": { - "url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg", - } - }, - ], - } - ], - max_tokens=300, - ) - - - print(response.choices[0]) - node.js: >- - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const response = await openai.chat.completions.create({ - model: "gpt-4o", - messages: [ - { - role: "user", - content: [ - { type: "text", text: "What's in this image?" }, - { - type: "image_url", - image_url: { - "url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg", - }, - } - ], - }, - ], - store: true, - }); - console.log(response.choices[0]); - } - - main(); - response: > - { - "id": "chatcmpl-123", - "object": "chat.completion", - "created": 1677652288, - "model": "gpt-4o-mini", - "system_fingerprint": "fp_44709d6fcb", - "choices": [{ - "index": 0, - "message": { - "role": "assistant", - "content": "\n\nThis image shows a wooden boardwalk extending through a lush green marshland.", - }, - "logprobs": null, - "finish_reason": "stop" - }], - "usage": { - "prompt_tokens": 9, - "completion_tokens": 12, - "total_tokens": 21, - "completion_tokens_details": { - "reasoning_tokens": 0, - "accepted_prediction_tokens": 0, - "rejected_prediction_tokens": 0 - } - } - } - - title: Streaming - request: - curl: | - curl https://api.openai.com/v1/chat/completions \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -d '{ - "model": "VAR_chat_model_id", - "messages": [ - { - "role": "developer", - "content": "You are a helpful assistant." - }, - { - "role": "user", - "content": "Hello!" - } - ], - "stream": true - }' - python: > - from openai import OpenAI - - client = OpenAI() - - - completion = client.chat.completions.create( - model="VAR_chat_model_id", - messages=[ - {"role": "developer", "content": "You are a helpful assistant."}, - {"role": "user", "content": "Hello!"} - ], - stream=True - ) - - - for chunk in completion: - print(chunk.choices[0].delta) - node.js: >- - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const completion = await openai.chat.completions.create({ - model: "VAR_chat_model_id", - messages: [ - {"role": "developer", "content": "You are a helpful assistant."}, - {"role": "user", "content": "Hello!"} - ], - store: true, - stream: true, - }); - - for await (const chunk of completion) { - console.log(chunk.choices[0].delta.content); - } - } - - - main(); - response: > - {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini", - "system_fingerprint": "fp_44709d6fcb", - "choices":[{"index":0,"delta":{"role":"assistant","content":""},"logprobs":null,"finish_reason":null}]} - - - {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini", - "system_fingerprint": "fp_44709d6fcb", - "choices":[{"index":0,"delta":{"content":"Hello"},"logprobs":null,"finish_reason":null}]} - - - .... - - - {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini", - "system_fingerprint": "fp_44709d6fcb", - "choices":[{"index":0,"delta":{},"logprobs":null,"finish_reason":"stop"}]} - - title: Functions - request: - curl: > - curl https://api.openai.com/v1/chat/completions \ - - -H "Content-Type: application/json" \ - - -H "Authorization: Bearer $OPENAI_API_KEY" \ - - -d '{ - "model": "gpt-4o", - "messages": [ - { - "role": "user", - "content": "What'\''s the weather like in Boston today?" - } - ], - "tools": [ - { - "type": "function", - "function": { - "name": "get_current_weather", - "description": "Get the current weather in a given location", - "parameters": { - "type": "object", - "properties": { - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA" - }, - "unit": { - "type": "string", - "enum": ["celsius", "fahrenheit"] - } - }, - "required": ["location"] - } - } - } - ], - "tool_choice": "auto" - }' - python: > - from openai import OpenAI - - client = OpenAI() - - - tools = [ - { - "type": "function", - "function": { - "name": "get_current_weather", - "description": "Get the current weather in a given location", - "parameters": { - "type": "object", - "properties": { - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA", - }, - "unit": {"type": "string", "enum": ["celsius", "fahrenheit"]}, - }, - "required": ["location"], - }, - } - } - ] - - messages = [{"role": "user", "content": "What's the weather like - in Boston today?"}] - - completion = client.chat.completions.create( - model="VAR_chat_model_id", - messages=messages, - tools=tools, - tool_choice="auto" - ) - - - print(completion) - node.js: >- - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const messages = [{"role": "user", "content": "What's the weather like in Boston today?"}]; - const tools = [ - { - "type": "function", - "function": { - "name": "get_current_weather", - "description": "Get the current weather in a given location", - "parameters": { - "type": "object", - "properties": { - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA", - }, - "unit": {"type": "string", "enum": ["celsius", "fahrenheit"]}, - }, - "required": ["location"], - }, - } - } - ]; - - const response = await openai.chat.completions.create({ - model: "gpt-4o", - messages: messages, - tools: tools, - tool_choice: "auto", - store: true, - }); - - console.log(response); - } - - - main(); - response: | - { - "id": "chatcmpl-abc123", - "object": "chat.completion", - "created": 1699896916, - "model": "gpt-4o-mini", - "choices": [ - { - "index": 0, - "message": { - "role": "assistant", - "content": null, - "tool_calls": [ - { - "id": "call_abc123", - "type": "function", - "function": { - "name": "get_current_weather", - "arguments": "{\n\"location\": \"Boston, MA\"\n}" - } - } - ] - }, - "logprobs": null, - "finish_reason": "tool_calls" - } - ], - "usage": { - "prompt_tokens": 82, - "completion_tokens": 17, - "total_tokens": 99, - "completion_tokens_details": { - "reasoning_tokens": 0, - "accepted_prediction_tokens": 0, - "rejected_prediction_tokens": 0 - } - } - } - - title: Logprobs - request: - curl: | - curl https://api.openai.com/v1/chat/completions \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -d '{ - "model": "VAR_chat_model_id", - "messages": [ - { - "role": "user", - "content": "Hello!" - } - ], - "logprobs": true, - "top_logprobs": 2 - }' - python: | - from openai import OpenAI - client = OpenAI() - - completion = client.chat.completions.create( - model="VAR_chat_model_id", - messages=[ - {"role": "user", "content": "Hello!"} - ], - logprobs=True, - top_logprobs=2 - ) - - print(completion.choices[0].message) - print(completion.choices[0].logprobs) - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const completion = await openai.chat.completions.create({ - messages: [{ role: "user", content: "Hello!" }], - model: "VAR_chat_model_id", - store: true, - logprobs: true, - top_logprobs: 2, - }); - - console.log(completion.choices[0]); - } - - main(); - response: | - { - "id": "chatcmpl-123", - "object": "chat.completion", - "created": 1702685778, - "model": "gpt-4o-mini", - "choices": [ - { - "index": 0, - "message": { - "role": "assistant", - "content": "Hello! How can I assist you today?" - }, - "logprobs": { - "content": [ - { - "token": "Hello", - "logprob": -0.31725305, - "bytes": [72, 101, 108, 108, 111], - "top_logprobs": [ - { - "token": "Hello", - "logprob": -0.31725305, - "bytes": [72, 101, 108, 108, 111] - }, - { - "token": "Hi", - "logprob": -1.3190403, - "bytes": [72, 105] - } - ] - }, - { - "token": "!", - "logprob": -0.02380986, - "bytes": [ - 33 - ], - "top_logprobs": [ - { - "token": "!", - "logprob": -0.02380986, - "bytes": [33] - }, - { - "token": " there", - "logprob": -3.787621, - "bytes": [32, 116, 104, 101, 114, 101] - } - ] - }, - { - "token": " How", - "logprob": -0.000054669687, - "bytes": [32, 72, 111, 119], - "top_logprobs": [ - { - "token": " How", - "logprob": -0.000054669687, - "bytes": [32, 72, 111, 119] - }, - { - "token": "<|end|>", - "logprob": -10.953937, - "bytes": null - } - ] - }, - { - "token": " can", - "logprob": -0.015801601, - "bytes": [32, 99, 97, 110], - "top_logprobs": [ - { - "token": " can", - "logprob": -0.015801601, - "bytes": [32, 99, 97, 110] - }, - { - "token": " may", - "logprob": -4.161023, - "bytes": [32, 109, 97, 121] - } - ] - }, - { - "token": " I", - "logprob": -3.7697225e-6, - "bytes": [ - 32, - 73 - ], - "top_logprobs": [ - { - "token": " I", - "logprob": -3.7697225e-6, - "bytes": [32, 73] - }, - { - "token": " assist", - "logprob": -13.596657, - "bytes": [32, 97, 115, 115, 105, 115, 116] - } - ] - }, - { - "token": " assist", - "logprob": -0.04571125, - "bytes": [32, 97, 115, 115, 105, 115, 116], - "top_logprobs": [ - { - "token": " assist", - "logprob": -0.04571125, - "bytes": [32, 97, 115, 115, 105, 115, 116] - }, - { - "token": " help", - "logprob": -3.1089056, - "bytes": [32, 104, 101, 108, 112] - } - ] - }, - { - "token": " you", - "logprob": -5.4385737e-6, - "bytes": [32, 121, 111, 117], - "top_logprobs": [ - { - "token": " you", - "logprob": -5.4385737e-6, - "bytes": [32, 121, 111, 117] - }, - { - "token": " today", - "logprob": -12.807695, - "bytes": [32, 116, 111, 100, 97, 121] - } - ] - }, - { - "token": " today", - "logprob": -0.0040071653, - "bytes": [32, 116, 111, 100, 97, 121], - "top_logprobs": [ - { - "token": " today", - "logprob": -0.0040071653, - "bytes": [32, 116, 111, 100, 97, 121] - }, - { - "token": "?", - "logprob": -5.5247097, - "bytes": [63] - } - ] - }, - { - "token": "?", - "logprob": -0.0008108172, - "bytes": [63], - "top_logprobs": [ - { - "token": "?", - "logprob": -0.0008108172, - "bytes": [63] - }, - { - "token": "?\n", - "logprob": -7.184561, - "bytes": [63, 10] - } - ] - } - ] - }, - "finish_reason": "stop" - } - ], - "usage": { - "prompt_tokens": 9, - "completion_tokens": 9, - "total_tokens": 18, - "completion_tokens_details": { - "reasoning_tokens": 0, - "accepted_prediction_tokens": 0, - "rejected_prediction_tokens": 0 - } - }, - "system_fingerprint": null - } - /completions: - post: - operationId: createCompletion - tags: - - Completions - summary: Creates a completion for the provided prompt and parameters. - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/CreateCompletionRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/CreateCompletionResponse" - x-oaiMeta: - name: Create completion - group: completions - returns: > - Returns a [completion](/docs/api-reference/completions/object) object, - or a sequence of completion objects if the request is streamed. - legacy: true - examples: - - title: No streaming - request: - curl: | - curl https://api.openai.com/v1/completions \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -d '{ - "model": "VAR_completion_model_id", - "prompt": "Say this is a test", - "max_tokens": 7, - "temperature": 0 - }' - python: | - from openai import OpenAI - client = OpenAI() - - client.completions.create( - model="VAR_completion_model_id", - prompt="Say this is a test", - max_tokens=7, - temperature=0 - ) - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const completion = await openai.completions.create({ - model: "VAR_completion_model_id", - prompt: "Say this is a test.", - max_tokens: 7, - temperature: 0, - }); - - console.log(completion); - } - main(); - response: | - { - "id": "cmpl-uqkvlQyYK7bGYrRHQ0eXlWi7", - "object": "text_completion", - "created": 1589478378, - "model": "VAR_completion_model_id", - "system_fingerprint": "fp_44709d6fcb", - "choices": [ - { - "text": "\n\nThis is indeed a test", - "index": 0, - "logprobs": null, - "finish_reason": "length" - } - ], - "usage": { - "prompt_tokens": 5, - "completion_tokens": 7, - "total_tokens": 12 - } - } - - title: Streaming - request: - curl: | - curl https://api.openai.com/v1/completions \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -d '{ - "model": "VAR_completion_model_id", - "prompt": "Say this is a test", - "max_tokens": 7, - "temperature": 0, - "stream": true - }' - python: | - from openai import OpenAI - client = OpenAI() - - for chunk in client.completions.create( - model="VAR_completion_model_id", - prompt="Say this is a test", - max_tokens=7, - temperature=0, - stream=True - ): - print(chunk.choices[0].text) - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const stream = await openai.completions.create({ - model: "VAR_completion_model_id", - prompt: "Say this is a test.", - stream: true, - }); - - for await (const chunk of stream) { - console.log(chunk.choices[0].text) - } - } - main(); - response: | - { - "id": "cmpl-7iA7iJjj8V2zOkCGvWF2hAkDWBQZe", - "object": "text_completion", - "created": 1690759702, - "choices": [ - { - "text": "This", - "index": 0, - "logprobs": null, - "finish_reason": null - } - ], - "model": "gpt-3.5-turbo-instruct" - "system_fingerprint": "fp_44709d6fcb", - } - /embeddings: - post: - operationId: createEmbedding - tags: - - Embeddings - summary: Creates an embedding vector representing the input text. - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/CreateEmbeddingRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/CreateEmbeddingResponse" - x-oaiMeta: - name: Create embeddings - group: embeddings - returns: A list of [embedding](/docs/api-reference/embeddings/object) objects. - examples: - request: - curl: | - curl https://api.openai.com/v1/embeddings \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -d '{ - "input": "The food was delicious and the waiter...", - "model": "text-embedding-ada-002", - "encoding_format": "float" - }' - python: | - from openai import OpenAI - client = OpenAI() - - client.embeddings.create( - model="text-embedding-ada-002", - input="The food was delicious and the waiter...", - encoding_format="float" - ) - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const embedding = await openai.embeddings.create({ - model: "text-embedding-ada-002", - input: "The quick brown fox jumped over the lazy dog", - encoding_format: "float", - }); - - console.log(embedding); - } - - main(); - response: | - { - "object": "list", - "data": [ - { - "object": "embedding", - "embedding": [ - 0.0023064255, - -0.009327292, - .... (1536 floats total for ada-002) - -0.0028842222, - ], - "index": 0 - } - ], - "model": "text-embedding-ada-002", - "usage": { - "prompt_tokens": 8, - "total_tokens": 8 - } - } - /files: - get: - operationId: listFiles - tags: - - Files - summary: Returns a list of files. - parameters: - - in: query - name: purpose - required: false - schema: - type: string - description: Only return files with the given purpose. - - name: limit - in: query - description: > - A limit on the number of objects to be returned. Limit can range - between 1 and 10,000, and the default is 10,000. - required: false - schema: - type: integer - default: 10000 - - name: order - in: query - description: > - Sort order by the `created_at` timestamp of the objects. `asc` for - ascending order and `desc` for descending order. - schema: - type: string - default: desc - enum: - - asc - - desc - - name: after - in: query - description: > - A cursor for use in pagination. `after` is an object ID that defines - your place in the list. For instance, if you make a list request and - receive 100 objects, ending with obj_foo, your subsequent call can - include after=obj_foo in order to fetch the next page of the list. - schema: - type: string - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ListFilesResponse" - x-oaiMeta: - name: List files - group: files - returns: A list of [File](/docs/api-reference/files/object) objects. - examples: - request: - curl: | - curl https://api.openai.com/v1/files \ - -H "Authorization: Bearer $OPENAI_API_KEY" - python: | - from openai import OpenAI - client = OpenAI() - - client.files.list() - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const list = await openai.files.list(); - - for await (const file of list) { - console.log(file); - } - } - - main(); - response: | - { - "data": [ - { - "id": "file-abc123", - "object": "file", - "bytes": 175, - "created_at": 1613677385, - "filename": "salesOverview.pdf", - "purpose": "assistants", - }, - { - "id": "file-abc123", - "object": "file", - "bytes": 140, - "created_at": 1613779121, - "filename": "puppy.jsonl", - "purpose": "fine-tune", - } - ], - "object": "list" - } - post: - operationId: createFile - tags: - - Files - summary: > - Upload a file that can be used across various endpoints. Individual - files can be up to 512 MB, and the size of all files uploaded by one - organization can be up to 100 GB. - - - The Assistants API supports files up to 2 million tokens and of specific - file types. See the [Assistants Tools guide](/docs/assistants/tools) for - details. - - - The Fine-tuning API only supports `.jsonl` files. The input also has - certain required formats for fine-tuning - [chat](/docs/api-reference/fine-tuning/chat-input) or - [completions](/docs/api-reference/fine-tuning/completions-input) models. - - - The Batch API only supports `.jsonl` files up to 200 MB in size. The - input also has a specific required - [format](/docs/api-reference/batch/request-input). - - - Please [contact us](https://help.openai.com/) if you need to increase - these storage limits. - requestBody: - required: true - content: - multipart/form-data: - schema: - $ref: "#/components/schemas/CreateFileRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/OpenAIFile" - x-oaiMeta: - name: Upload file - group: files - returns: The uploaded [File](/docs/api-reference/files/object) object. - examples: - request: - curl: | - curl https://api.openai.com/v1/files \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -F purpose="fine-tune" \ - -F file="@mydata.jsonl" - python: | - from openai import OpenAI - client = OpenAI() - - client.files.create( - file=open("mydata.jsonl", "rb"), - purpose="fine-tune" - ) - node.js: |- - import fs from "fs"; - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const file = await openai.files.create({ - file: fs.createReadStream("mydata.jsonl"), - purpose: "fine-tune", - }); - - console.log(file); - } - - main(); - response: | - { - "id": "file-abc123", - "object": "file", - "bytes": 120000, - "created_at": 1677610602, - "filename": "mydata.jsonl", - "purpose": "fine-tune", - } - /files/{file_id}: - delete: - operationId: deleteFile - tags: - - Files - summary: Delete a file. - parameters: - - in: path - name: file_id - required: true - schema: - type: string - description: The ID of the file to use for this request. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/DeleteFileResponse" - x-oaiMeta: - name: Delete file - group: files - returns: Deletion status. - examples: - request: - curl: | - curl https://api.openai.com/v1/files/file-abc123 \ - -X DELETE \ - -H "Authorization: Bearer $OPENAI_API_KEY" - python: | - from openai import OpenAI - client = OpenAI() - - client.files.delete("file-abc123") - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const file = await openai.files.del("file-abc123"); - - console.log(file); - } - - main(); - response: | - { - "id": "file-abc123", - "object": "file", - "deleted": true - } - get: - operationId: retrieveFile - tags: - - Files - summary: Returns information about a specific file. - parameters: - - in: path - name: file_id - required: true - schema: - type: string - description: The ID of the file to use for this request. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/OpenAIFile" - x-oaiMeta: - name: Retrieve file - group: files - returns: - The [File](/docs/api-reference/files/object) object matching the - specified ID. - examples: - request: - curl: | - curl https://api.openai.com/v1/files/file-abc123 \ - -H "Authorization: Bearer $OPENAI_API_KEY" - python: | - from openai import OpenAI - client = OpenAI() - - client.files.retrieve("file-abc123") - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const file = await openai.files.retrieve("file-abc123"); - - console.log(file); - } - - main(); - response: | - { - "id": "file-abc123", - "object": "file", - "bytes": 120000, - "created_at": 1677610602, - "filename": "mydata.jsonl", - "purpose": "fine-tune", - } - /files/{file_id}/content: - get: - operationId: downloadFile - tags: - - Files - summary: Returns the contents of the specified file. - parameters: - - in: path - name: file_id - required: true - schema: - type: string - description: The ID of the file to use for this request. - responses: - "200": - description: OK - content: - application/json: - schema: - type: string - x-oaiMeta: - name: Retrieve file content - group: files - returns: The file content. - examples: - request: - curl: | - curl https://api.openai.com/v1/files/file-abc123/content \ - -H "Authorization: Bearer $OPENAI_API_KEY" > file.jsonl - python: | - from openai import OpenAI - client = OpenAI() - - content = client.files.content("file-abc123") - node.js: | - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const file = await openai.files.content("file-abc123"); - - console.log(file); - } - - main(); - /fine_tuning/jobs: - post: - operationId: createFineTuningJob - tags: - - Fine-tuning - summary: > - Creates a fine-tuning job which begins the process of creating a new - model from a given dataset. - - - Response includes details of the enqueued job including job status and - the name of the fine-tuned models once complete. - - - [Learn more about fine-tuning](/docs/guides/fine-tuning) - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/CreateFineTuningJobRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/FineTuningJob" - x-oaiMeta: - name: Create fine-tuning job - group: fine-tuning - returns: A [fine-tuning.job](/docs/api-reference/fine-tuning/object) object. - examples: - - title: Default - request: - curl: | - curl https://api.openai.com/v1/fine_tuning/jobs \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -d '{ - "training_file": "file-BK7bzQj3FfZFXr7DbL6xJwfo", - "model": "gpt-4o-mini" - }' - python: | - from openai import OpenAI - client = OpenAI() - - client.fine_tuning.jobs.create( - training_file="file-abc123", - model="gpt-4o-mini" - ) - node.js: | - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const fineTune = await openai.fineTuning.jobs.create({ - training_file: "file-abc123" - }); - - console.log(fineTune); - } - - main(); - response: | - { - "object": "fine_tuning.job", - "id": "ftjob-abc123", - "model": "gpt-4o-mini-2024-07-18", - "created_at": 1721764800, - "fine_tuned_model": null, - "organization_id": "org-123", - "result_files": [], - "status": "queued", - "validation_file": null, - "training_file": "file-abc123", - "method": { - "type": "supervised", - "supervised": { - "hyperparameters": { - "batch_size": "auto", - "learning_rate_multiplier": "auto", - "n_epochs": "auto", - } - } - } - } - - title: Epochs - request: - curl: | - curl https://api.openai.com/v1/fine_tuning/jobs \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -d '{ - "training_file": "file-abc123", - "model": "gpt-4o-mini", - "method": { - "type": "supervised", - "supervised": { - "hyperparameters": { - "n_epochs": 2 - } - } - } - }' - python: | - from openai import OpenAI - client = OpenAI() - - client.fine_tuning.jobs.create( - training_file="file-abc123", - model="gpt-4o-mini", - method={ - "type": "supervised", - "supervised": { - "hyperparameters": { - "n_epochs": 2 - } - } - } - ) - node.js: | - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const fineTune = await openai.fineTuning.jobs.create({ - training_file: "file-abc123", - model: "gpt-4o-mini", - method: { - type: "supervised", - supervised: { - hyperparameters: { - n_epochs: 2 - } - } - } - }); - - console.log(fineTune); - } - - main(); - response: | - { - "object": "fine_tuning.job", - "id": "ftjob-abc123", - "model": "gpt-4o-mini-2024-07-18", - "created_at": 1721764800, - "fine_tuned_model": null, - "organization_id": "org-123", - "result_files": [], - "status": "queued", - "validation_file": null, - "training_file": "file-abc123", - "hyperparameters": {"n_epochs": 2}, - "method": { - "type": "supervised", - "supervised": { - "hyperparameters": { - "batch_size": "auto", - "learning_rate_multiplier": "auto", - "n_epochs": 2, - } - } - } - } - - title: Validation file - request: - curl: | - curl https://api.openai.com/v1/fine_tuning/jobs \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -d '{ - "training_file": "file-abc123", - "validation_file": "file-abc123", - "model": "gpt-4o-mini" - }' - python: | - from openai import OpenAI - client = OpenAI() - - client.fine_tuning.jobs.create( - training_file="file-abc123", - validation_file="file-def456", - model="gpt-4o-mini" - ) - node.js: | - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const fineTune = await openai.fineTuning.jobs.create({ - training_file: "file-abc123", - validation_file: "file-abc123" - }); - - console.log(fineTune); - } - - main(); - response: | - { - "object": "fine_tuning.job", - "id": "ftjob-abc123", - "model": "gpt-4o-mini-2024-07-18", - "created_at": 1721764800, - "fine_tuned_model": null, - "organization_id": "org-123", - "result_files": [], - "status": "queued", - "validation_file": "file-abc123", - "training_file": "file-abc123", - "method": { - "type": "supervised", - "supervised": { - "hyperparameters": { - "batch_size": "auto", - "learning_rate_multiplier": "auto", - "n_epochs": "auto", - } - } - } - } - - title: DPO - request: - curl: | - curl https://api.openai.com/v1/fine_tuning/jobs \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -d '{ - "training_file": "file-abc123", - "validation_file": "file-abc123", - "model": "gpt-4o-mini", - "method": { - "type": "dpo", - "dpo": { - "hyperparameters": { - "beta": 0.1, - } - } - } - }' - response: | - { - "object": "fine_tuning.job", - "id": "ftjob-abc123", - "model": "gpt-4o-mini-2024-07-18", - "created_at": 1721764800, - "fine_tuned_model": null, - "organization_id": "org-123", - "result_files": [], - "status": "queued", - "validation_file": "file-abc123", - "training_file": "file-abc123", - "method": { - "type": "dpo", - "dpo": { - "hyperparameters": { - "beta": 0.1, - "batch_size": "auto", - "learning_rate_multiplier": "auto", - "n_epochs": "auto", - } - } - } - } - - title: W&B Integration - request: - curl: | - curl https://api.openai.com/v1/fine_tuning/jobs \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -d '{ - "training_file": "file-abc123", - "validation_file": "file-abc123", - "model": "gpt-4o-mini", - "integrations": [ - { - "type": "wandb", - "wandb": { - "project": "my-wandb-project", - "name": "ft-run-display-name" - "tags": [ - "first-experiment", "v2" - ] - } - } - ] - }' - response: | - { - "object": "fine_tuning.job", - "id": "ftjob-abc123", - "model": "gpt-4o-mini-2024-07-18", - "created_at": 1721764800, - "fine_tuned_model": null, - "organization_id": "org-123", - "result_files": [], - "status": "queued", - "validation_file": "file-abc123", - "training_file": "file-abc123", - "integrations": [ - { - "type": "wandb", - "wandb": { - "project": "my-wandb-project", - "entity": None, - "run_id": "ftjob-abc123" - } - } - ], - "method": { - "type": "supervised", - "supervised": { - "hyperparameters": { - "batch_size": "auto", - "learning_rate_multiplier": "auto", - "n_epochs": "auto", - } - } - } - } - get: - operationId: listPaginatedFineTuningJobs - tags: - - Fine-tuning - summary: | - List your organization's fine-tuning jobs - parameters: - - name: after - in: query - description: Identifier for the last job from the previous pagination request. - required: false - schema: - type: string - - name: limit - in: query - description: Number of fine-tuning jobs to retrieve. - required: false - schema: - type: integer - default: 20 - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ListPaginatedFineTuningJobsResponse" - x-oaiMeta: - name: List fine-tuning jobs - group: fine-tuning - returns: A list of paginated [fine-tuning - job](/docs/api-reference/fine-tuning/object) objects. - examples: - request: - curl: | - curl https://api.openai.com/v1/fine_tuning/jobs?limit=2 \ - -H "Authorization: Bearer $OPENAI_API_KEY" - python: | - from openai import OpenAI - client = OpenAI() - - client.fine_tuning.jobs.list() - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const list = await openai.fineTuning.jobs.list(); - - for await (const fineTune of list) { - console.log(fineTune); - } - } - - main(); - response: | - { - "object": "list", - "data": [ - { - "object": "fine_tuning.job", - "id": "ftjob-abc123", - "model": "gpt-4o-mini-2024-07-18", - "created_at": 1721764800, - "fine_tuned_model": null, - "organization_id": "org-123", - "result_files": [], - "status": "queued", - "validation_file": null, - "training_file": "file-abc123" - }, - { ... }, - { ... } - ], "has_more": true - } - /fine_tuning/jobs/{fine_tuning_job_id}: - get: - operationId: retrieveFineTuningJob - tags: - - Fine-tuning - summary: | - Get info about a fine-tuning job. - - [Learn more about fine-tuning](/docs/guides/fine-tuning) - parameters: - - in: path - name: fine_tuning_job_id - required: true - schema: - type: string - example: ft-AF1WoRqd3aJAHsqc9NY7iL8F - description: | - The ID of the fine-tuning job. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/FineTuningJob" - x-oaiMeta: - name: Retrieve fine-tuning job - group: fine-tuning - returns: - The [fine-tuning](/docs/api-reference/fine-tuning/object) object with - the given ID. - examples: - request: - curl: > - curl - https://api.openai.com/v1/fine_tuning/jobs/ft-AF1WoRqd3aJAHsqc9NY7iL8F - \ - -H "Authorization: Bearer $OPENAI_API_KEY" - python: | - from openai import OpenAI - client = OpenAI() - - client.fine_tuning.jobs.retrieve("ftjob-abc123") - node.js: > - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const fineTune = await openai.fineTuning.jobs.retrieve("ftjob-abc123"); - - console.log(fineTune); - } - - - main(); - response: > - { - "object": "fine_tuning.job", - "id": "ftjob-abc123", - "model": "davinci-002", - "created_at": 1692661014, - "finished_at": 1692661190, - "fine_tuned_model": "ft:davinci-002:my-org:custom_suffix:7q8mpxmy", - "organization_id": "org-123", - "result_files": [ - "file-abc123" - ], - "status": "succeeded", - "validation_file": null, - "training_file": "file-abc123", - "hyperparameters": { - "n_epochs": 4, - "batch_size": 1, - "learning_rate_multiplier": 1.0 - }, - "trained_tokens": 5768, - "integrations": [], - "seed": 0, - "estimated_finish": 0, - "method": { - "type": "supervised", - "supervised": { - "hyperparameters": { - "n_epochs": 4, - "batch_size": 1, - "learning_rate_multiplier": 1.0 - } - } - } - } - /fine_tuning/jobs/{fine_tuning_job_id}/cancel: - post: - operationId: cancelFineTuningJob - tags: - - Fine-tuning - summary: | - Immediately cancel a fine-tune job. - parameters: - - in: path - name: fine_tuning_job_id - required: true - schema: - type: string - example: ft-AF1WoRqd3aJAHsqc9NY7iL8F - description: | - The ID of the fine-tuning job to cancel. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/FineTuningJob" - x-oaiMeta: - name: Cancel fine-tuning - group: fine-tuning - returns: - The cancelled [fine-tuning](/docs/api-reference/fine-tuning/object) - object. - examples: - request: - curl: > - curl -X POST - https://api.openai.com/v1/fine_tuning/jobs/ftjob-abc123/cancel \ - -H "Authorization: Bearer $OPENAI_API_KEY" - python: | - from openai import OpenAI - client = OpenAI() - - client.fine_tuning.jobs.cancel("ftjob-abc123") - node.js: >- - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const fineTune = await openai.fineTuning.jobs.cancel("ftjob-abc123"); - - console.log(fineTune); - } - - main(); - response: | - { - "object": "fine_tuning.job", - "id": "ftjob-abc123", - "model": "gpt-4o-mini-2024-07-18", - "created_at": 1721764800, - "fine_tuned_model": null, - "organization_id": "org-123", - "result_files": [], - "status": "cancelled", - "validation_file": "file-abc123", - "training_file": "file-abc123" - } - /fine_tuning/jobs/{fine_tuning_job_id}/checkpoints: - get: - operationId: listFineTuningJobCheckpoints - tags: - - Fine-tuning - summary: | - List checkpoints for a fine-tuning job. - parameters: - - in: path - name: fine_tuning_job_id - required: true - schema: - type: string - example: ft-AF1WoRqd3aJAHsqc9NY7iL8F - description: | - The ID of the fine-tuning job to get checkpoints for. - - name: after - in: query - description: - Identifier for the last checkpoint ID from the previous pagination - request. - required: false - schema: - type: string - - name: limit - in: query - description: Number of checkpoints to retrieve. - required: false - schema: - type: integer - default: 10 - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ListFineTuningJobCheckpointsResponse" - x-oaiMeta: - name: List fine-tuning checkpoints - group: fine-tuning - returns: A list of fine-tuning [checkpoint - objects](/docs/api-reference/fine-tuning/checkpoint-object) for a - fine-tuning job. - examples: - request: - curl: > - curl - https://api.openai.com/v1/fine_tuning/jobs/ftjob-abc123/checkpoints - \ - -H "Authorization: Bearer $OPENAI_API_KEY" - response: > - { - "object": "list" - "data": [ - { - "object": "fine_tuning.job.checkpoint", - "id": "ftckpt_zc4Q7MP6XxulcVzj4MZdwsAB", - "created_at": 1721764867, - "fine_tuned_model_checkpoint": "ft:gpt-4o-mini-2024-07-18:my-org:custom-suffix:96olL566:ckpt-step-2000", - "metrics": { - "full_valid_loss": 0.134, - "full_valid_mean_token_accuracy": 0.874 - }, - "fine_tuning_job_id": "ftjob-abc123", - "step_number": 2000, - }, - { - "object": "fine_tuning.job.checkpoint", - "id": "ftckpt_enQCFmOTGj3syEpYVhBRLTSy", - "created_at": 1721764800, - "fine_tuned_model_checkpoint": "ft:gpt-4o-mini-2024-07-18:my-org:custom-suffix:7q8mpxmy:ckpt-step-1000", - "metrics": { - "full_valid_loss": 0.167, - "full_valid_mean_token_accuracy": 0.781 - }, - "fine_tuning_job_id": "ftjob-abc123", - "step_number": 1000, - }, - ], - "first_id": "ftckpt_zc4Q7MP6XxulcVzj4MZdwsAB", - "last_id": "ftckpt_enQCFmOTGj3syEpYVhBRLTSy", - "has_more": true - } - /fine_tuning/jobs/{fine_tuning_job_id}/events: - get: - operationId: listFineTuningEvents - tags: - - Fine-tuning - summary: | - Get status updates for a fine-tuning job. - parameters: - - in: path - name: fine_tuning_job_id - required: true - schema: - type: string - example: ft-AF1WoRqd3aJAHsqc9NY7iL8F - description: | - The ID of the fine-tuning job to get events for. - - name: after - in: query - description: Identifier for the last event from the previous pagination request. - required: false - schema: - type: string - - name: limit - in: query - description: Number of events to retrieve. - required: false - schema: - type: integer - default: 20 - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ListFineTuningJobEventsResponse" - x-oaiMeta: - name: List fine-tuning events - group: fine-tuning - returns: A list of fine-tuning event objects. - examples: - request: - curl: > - curl - https://api.openai.com/v1/fine_tuning/jobs/ftjob-abc123/events \ - -H "Authorization: Bearer $OPENAI_API_KEY" - python: | - from openai import OpenAI - client = OpenAI() - - client.fine_tuning.jobs.list_events( - fine_tuning_job_id="ftjob-abc123", - limit=2 - ) - node.js: >- - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const list = await openai.fineTuning.list_events(id="ftjob-abc123", limit=2); - - for await (const fineTune of list) { - console.log(fineTune); - } - } - - - main(); - response: > - { - "object": "list", - "data": [ - { - "object": "fine_tuning.job.event", - "id": "ft-event-ddTJfwuMVpfLXseO0Am0Gqjm", - "created_at": 1721764800, - "level": "info", - "message": "Fine tuning job successfully completed", - "data": null, - "type": "message" - }, - { - "object": "fine_tuning.job.event", - "id": "ft-event-tyiGuB72evQncpH87xe505Sv", - "created_at": 1721764800, - "level": "info", - "message": "New fine-tuned model created: ft:gpt-4o-mini:openai::7p4lURel", - "data": null, - "type": "message" - } - ], - "has_more": true - } - /images/edits: - post: - operationId: createImageEdit - tags: - - Images - summary: Creates an edited or extended image given an original image and a prompt. - requestBody: - required: true - content: - multipart/form-data: - schema: - $ref: "#/components/schemas/CreateImageEditRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ImagesResponse" - x-oaiMeta: - name: Create image edit - group: images - returns: Returns a list of [image](/docs/api-reference/images/object) objects. - examples: - request: - curl: | - curl https://api.openai.com/v1/images/edits \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -F image="@otter.png" \ - -F mask="@mask.png" \ - -F prompt="A cute baby sea otter wearing a beret" \ - -F n=2 \ - -F size="1024x1024" - python: | - from openai import OpenAI - client = OpenAI() - - client.images.edit( - image=open("otter.png", "rb"), - mask=open("mask.png", "rb"), - prompt="A cute baby sea otter wearing a beret", - n=2, - size="1024x1024" - ) - node.js: |- - import fs from "fs"; - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const image = await openai.images.edit({ - image: fs.createReadStream("otter.png"), - mask: fs.createReadStream("mask.png"), - prompt: "A cute baby sea otter wearing a beret", - }); - - console.log(image.data); - } - main(); - response: | - { - "created": 1589478378, - "data": [ - { - "url": "https://..." - }, - { - "url": "https://..." - } - ] - } - /images/generations: - post: - operationId: createImage - tags: - - Images - summary: Creates an image given a prompt. - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/CreateImageRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ImagesResponse" - x-oaiMeta: - name: Create image - group: images - returns: Returns a list of [image](/docs/api-reference/images/object) objects. - examples: - request: - curl: | - curl https://api.openai.com/v1/images/generations \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -d '{ - "model": "dall-e-3", - "prompt": "A cute baby sea otter", - "n": 1, - "size": "1024x1024" - }' - python: | - from openai import OpenAI - client = OpenAI() - - client.images.generate( - model="dall-e-3", - prompt="A cute baby sea otter", - n=1, - size="1024x1024" - ) - node.js: >- - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const image = await openai.images.generate({ model: "dall-e-3", prompt: "A cute baby sea otter" }); - - console.log(image.data); - } - - main(); - response: | - { - "created": 1589478378, - "data": [ - { - "url": "https://..." - }, - { - "url": "https://..." - } - ] - } - /images/variations: - post: - operationId: createImageVariation - tags: - - Images - summary: Creates a variation of a given image. - requestBody: - required: true - content: - multipart/form-data: - schema: - $ref: "#/components/schemas/CreateImageVariationRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ImagesResponse" - x-oaiMeta: - name: Create image variation - group: images - returns: Returns a list of [image](/docs/api-reference/images/object) objects. - examples: - request: - curl: | - curl https://api.openai.com/v1/images/variations \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -F image="@otter.png" \ - -F n=2 \ - -F size="1024x1024" - python: | - from openai import OpenAI - client = OpenAI() - - response = client.images.create_variation( - image=open("image_edit_original.png", "rb"), - n=2, - size="1024x1024" - ) - node.js: |- - import fs from "fs"; - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const image = await openai.images.createVariation({ - image: fs.createReadStream("otter.png"), - }); - - console.log(image.data); - } - main(); - response: | - { - "created": 1589478378, - "data": [ - { - "url": "https://..." - }, - { - "url": "https://..." - } - ] - } - /models: - get: - operationId: listModels - tags: - - Models - summary: - Lists the currently available models, and provides basic information - about each one such as the owner and availability. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ListModelsResponse" - x-oaiMeta: - name: List models - group: models - returns: A list of [model](/docs/api-reference/models/object) objects. - examples: - request: - curl: | - curl https://api.openai.com/v1/models \ - -H "Authorization: Bearer $OPENAI_API_KEY" - python: | - from openai import OpenAI - client = OpenAI() - - client.models.list() - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const list = await openai.models.list(); - - for await (const model of list) { - console.log(model); - } - } - main(); - response: | - { - "object": "list", - "data": [ - { - "id": "model-id-0", - "object": "model", - "created": 1686935002, - "owned_by": "organization-owner" - }, - { - "id": "model-id-1", - "object": "model", - "created": 1686935002, - "owned_by": "organization-owner", - }, - { - "id": "model-id-2", - "object": "model", - "created": 1686935002, - "owned_by": "openai" - }, - ], - "object": "list" - } - /models/{model}: - get: - operationId: retrieveModel - tags: - - Models - summary: - Retrieves a model instance, providing basic information about the model - such as the owner and permissioning. - parameters: - - in: path - name: model - required: true - schema: - type: string - example: gpt-4o-mini - description: The ID of the model to use for this request - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/Model" - x-oaiMeta: - name: Retrieve model - group: models - returns: - The [model](/docs/api-reference/models/object) object matching the - specified ID. - examples: - request: - curl: | - curl https://api.openai.com/v1/models/VAR_chat_model_id \ - -H "Authorization: Bearer $OPENAI_API_KEY" - python: | - from openai import OpenAI - client = OpenAI() - - client.models.retrieve("VAR_chat_model_id") - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const model = await openai.models.retrieve("VAR_chat_model_id"); - - console.log(model); - } - - main(); - response: | - { - "id": "VAR_chat_model_id", - "object": "model", - "created": 1686935002, - "owned_by": "openai" - } - delete: - operationId: deleteModel - tags: - - Models - summary: Delete a fine-tuned model. You must have the Owner role in your - organization to delete a model. - parameters: - - in: path - name: model - required: true - schema: - type: string - example: ft:gpt-4o-mini:acemeco:suffix:abc123 - description: The model to delete - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/DeleteModelResponse" - x-oaiMeta: - name: Delete a fine-tuned model - group: models - returns: Deletion status. - examples: - request: - curl: > - curl - https://api.openai.com/v1/models/ft:gpt-4o-mini:acemeco:suffix:abc123 - \ - -X DELETE \ - -H "Authorization: Bearer $OPENAI_API_KEY" - python: | - from openai import OpenAI - client = OpenAI() - - client.models.delete("ft:gpt-4o-mini:acemeco:suffix:abc123") - node.js: >- - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const model = await openai.models.del("ft:gpt-4o-mini:acemeco:suffix:abc123"); - - console.log(model); - } - - main(); - response: | - { - "id": "ft:gpt-4o-mini:acemeco:suffix:abc123", - "object": "model", - "deleted": true - } - /moderations: - post: - operationId: createModeration - tags: - - Moderations - summary: | - Classifies if text and/or image inputs are potentially harmful. Learn - more in the [moderation guide](/docs/guides/moderation). - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/CreateModerationRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/CreateModerationResponse" - x-oaiMeta: - name: Create moderation - group: moderations - returns: A [moderation](/docs/api-reference/moderations/object) object. - examples: - - title: Single string - request: - curl: | - curl https://api.openai.com/v1/moderations \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -d '{ - "input": "I want to kill them." - }' - python: > - from openai import OpenAI - - client = OpenAI() - - - moderation = client.moderations.create(input="I want to kill - them.") - - print(moderation) - node.js: > - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const moderation = await openai.moderations.create({ input: "I want to kill them." }); - - console.log(moderation); - } - - main(); - response: | - { - "id": "modr-AB8CjOTu2jiq12hp1AQPfeqFWaORR", - "model": "text-moderation-007", - "results": [ - { - "flagged": true, - "categories": { - "sexual": false, - "hate": false, - "harassment": true, - "self-harm": false, - "sexual/minors": false, - "hate/threatening": false, - "violence/graphic": false, - "self-harm/intent": false, - "self-harm/instructions": false, - "harassment/threatening": true, - "violence": true - }, - "category_scores": { - "sexual": 0.000011726012417057063, - "hate": 0.22706663608551025, - "harassment": 0.5215635299682617, - "self-harm": 2.227119921371923e-6, - "sexual/minors": 7.107352217872176e-8, - "hate/threatening": 0.023547329008579254, - "violence/graphic": 0.00003391829886822961, - "self-harm/intent": 1.646940972932498e-6, - "self-harm/instructions": 1.1198755256458526e-9, - "harassment/threatening": 0.5694745779037476, - "violence": 0.9971134662628174 - } - } - ] - } - - title: Image and text - request: - curl: > - curl https://api.openai.com/v1/moderations \ - -X POST \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -d '{ - "model": "omni-moderation-latest", - "input": [ - { "type": "text", "text": "...text to classify goes here..." }, - { - "type": "image_url", - "image_url": { - "url": "https://example.com/image.png" - } - } - ] - }' - python: > - from openai import OpenAI - - client = OpenAI() - - - response = client.moderations.create( - model="omni-moderation-latest", - input=[ - {"type": "text", "text": "...text to classify goes here..."}, - { - "type": "image_url", - "image_url": { - "url": "https://example.com/image.png", - # can also use base64 encoded image URLs - # "url": "data:image/jpeg;base64,abcdefg..." - } - }, - ], - ) - - - print(response) - node.js: > - import OpenAI from "openai"; - - const openai = new OpenAI(); - - - const moderation = await openai.moderations.create({ - model: "omni-moderation-latest", - input: [ - { type: "text", text: "...text to classify goes here..." }, - { - type: "image_url", - image_url: { - url: "https://example.com/image.png" - // can also use base64 encoded image URLs - // url: "data:image/jpeg;base64,abcdefg..." - } - } - ], - }); - - - console.log(moderation); - response: | - { - "id": "modr-0d9740456c391e43c445bf0f010940c7", - "model": "omni-moderation-latest", - "results": [ - { - "flagged": true, - "categories": { - "harassment": true, - "harassment/threatening": true, - "sexual": false, - "hate": false, - "hate/threatening": false, - "illicit": false, - "illicit/violent": false, - "self-harm/intent": false, - "self-harm/instructions": false, - "self-harm": false, - "sexual/minors": false, - "violence": true, - "violence/graphic": true - }, - "category_scores": { - "harassment": 0.8189693396524255, - "harassment/threatening": 0.804985420696006, - "sexual": 1.573112165348997e-6, - "hate": 0.007562942636942845, - "hate/threatening": 0.004208854591835476, - "illicit": 0.030535955153511665, - "illicit/violent": 0.008925306722380033, - "self-harm/intent": 0.00023023930975076432, - "self-harm/instructions": 0.0002293869201073356, - "self-harm": 0.012598046106750154, - "sexual/minors": 2.212566909570261e-8, - "violence": 0.9999992735124786, - "violence/graphic": 0.843064871157054 - }, - "category_applied_input_types": { - "harassment": [ - "text" - ], - "harassment/threatening": [ - "text" - ], - "sexual": [ - "text", - "image" - ], - "hate": [ - "text" - ], - "hate/threatening": [ - "text" - ], - "illicit": [ - "text" - ], - "illicit/violent": [ - "text" - ], - "self-harm/intent": [ - "text", - "image" - ], - "self-harm/instructions": [ - "text", - "image" - ], - "self-harm": [ - "text", - "image" - ], - "sexual/minors": [ - "text" - ], - "violence": [ - "text", - "image" - ], - "violence/graphic": [ - "text", - "image" - ] - } - } - ] - } - /organization/admin_api_keys: - get: - summary: List organization API keys - operationId: admin-api-keys-list - description: Retrieve a paginated list of organization admin API keys. - parameters: - - in: query - name: after - required: false - schema: - type: string - nullable: true - description: - Return keys with IDs that come after this ID in the pagination - order. - - in: query - name: order - required: false - schema: - type: string - enum: - - asc - - desc - default: asc - description: Order results by creation time, ascending or descending. - - in: query - name: limit - required: false - schema: - type: integer - default: 20 - description: Maximum number of keys to return. - responses: - "200": - description: A list of organization API keys. - content: - application/json: - schema: - $ref: "#/components/schemas/ApiKeyList" - x-oaiMeta: - name: List admin API keys - group: administration - returns: A list of admin API key objects. - examples: - request: - curl: > - curl - https://api.openai.com/v1/organization/admin_api_keys?after=key_abc&limit=20 - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "list", - "data": [ - { - "object": "organization.admin_api_key", - "id": "key_abc", - "name": "Main Admin Key", - "redacted_value": "sk-admin...def", - "created_at": 1711471533, - "owner": { - "type": "service_account", - "object": "organization.service_account", - "id": "sa_456", - "name": "My Service Account", - "created_at": 1711471533, - "role": "member" - } - } - ], - "first_id": "key_abc", - "last_id": "key_abc", - "has_more": false - } - post: - summary: Create an organization admin API key - operationId: admin-api-keys-create - description: Create a new admin-level API key for the organization. - requestBody: - required: true - content: - application/json: - schema: - type: object - required: - - name - properties: - name: - type: string - example: New Admin Key - responses: - "200": - description: The newly created admin API key. - content: - application/json: - schema: - $ref: "#/components/schemas/AdminApiKey" - x-oaiMeta: - name: Create admin API key - group: administration - returns: The created admin API key object. - examples: - request: - curl: > - curl -X POST https://api.openai.com/v1/organization/admin_api_keys - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" \ - -d '{ - "name": "New Admin Key" - }' - response: | - { - "object": "organization.admin_api_key", - "id": "key_xyz", - "name": "New Admin Key", - "redacted_value": "sk-admin...xyz", - "created_at": 1711471533, - "owner": { - "type": "user", - "object": "organization.user", - "id": "user_123", - "name": "John Doe", - "created_at": 1711471533, - "role": "owner" - }, - "value": "sk-admin-1234abcd" - } - /organization/admin_api_keys/{key_id}: - get: - summary: Retrieve a single organization API key - operationId: admin-api-keys-get - description: Get details for a specific organization API key by its ID. - parameters: - - in: path - name: key_id - required: true - schema: - type: string - description: The ID of the API key. - responses: - "200": - description: Details of the requested API key. - content: - application/json: - schema: - $ref: "#/components/schemas/AdminApiKey" - x-oaiMeta: - name: Retrieve admin API key - group: administration - returns: The requested admin API key object. - examples: - request: - curl: > - curl https://api.openai.com/v1/organization/admin_api_keys/key_abc - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "organization.admin_api_key", - "id": "key_abc", - "name": "Main Admin Key", - "redacted_value": "sk-admin...xyz", - "created_at": 1711471533, - "owner": { - "type": "user", - "object": "organization.user", - "id": "user_123", - "name": "John Doe", - "created_at": 1711471533, - "role": "owner" - } - } - delete: - summary: Delete an organization admin API key - operationId: admin-api-keys-delete - description: Delete the specified admin API key. - parameters: - - in: path - name: key_id - required: true - schema: - type: string - description: The ID of the API key to be deleted. - responses: - "200": - description: Confirmation that the API key was deleted. - content: - application/json: - schema: - type: object - properties: - id: - type: string - example: key_abc - object: - type: string - example: organization.admin_api_key.deleted - deleted: - type: boolean - example: true - x-oaiMeta: - name: Delete admin API key - group: administration - returns: A confirmation object indicating the key was deleted. - examples: - request: - curl: > - curl -X DELETE - https://api.openai.com/v1/organization/admin_api_keys/key_abc \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "id": "key_abc", - "object": "organization.admin_api_key.deleted", - "deleted": true - } - /organization/audit_logs: - get: - summary: List user actions and configuration changes within this organization. - operationId: list-audit-logs - tags: - - Audit Logs - parameters: - - name: effective_at - in: query - description: - Return only events whose `effective_at` (Unix seconds) is in this - range. - required: false - schema: - type: object - properties: - gt: - type: integer - description: - Return only events whose `effective_at` (Unix seconds) is greater - than this value. - gte: - type: integer - description: - Return only events whose `effective_at` (Unix seconds) is greater - than or equal to this value. - lt: - type: integer - description: - Return only events whose `effective_at` (Unix seconds) is less than - this value. - lte: - type: integer - description: - Return only events whose `effective_at` (Unix seconds) is less than - or equal to this value. - - name: project_ids[] - in: query - description: Return only events for these projects. - required: false - schema: - type: array - items: - type: string - - name: event_types[] - in: query - description: - Return only events with a `type` in one of these values. For - example, `project.created`. For all options, see the documentation - for the [audit log object](/docs/api-reference/audit-logs/object). - required: false - schema: - type: array - items: - $ref: "#/components/schemas/AuditLogEventType" - - name: actor_ids[] - in: query - description: - Return only events performed by these actors. Can be a user ID, a - service account ID, or an api key tracking ID. - required: false - schema: - type: array - items: - type: string - - name: actor_emails[] - in: query - description: Return only events performed by users with these emails. - required: false - schema: - type: array - items: - type: string - - name: resource_ids[] - in: query - description: - Return only events performed on these targets. For example, a - project ID updated. - required: false - schema: - type: array - items: - type: string - - name: limit - in: query - description: > - A limit on the number of objects to be returned. Limit can range - between 1 and 100, and the default is 20. - required: false - schema: - type: integer - default: 20 - - name: after - in: query - description: > - A cursor for use in pagination. `after` is an object ID that defines - your place in the list. For instance, if you make a list request and - receive 100 objects, ending with obj_foo, your subsequent call can - include after=obj_foo in order to fetch the next page of the list. - schema: - type: string - - name: before - in: query - description: > - A cursor for use in pagination. `before` is an object ID that - defines your place in the list. For instance, if you make a list - request and receive 100 objects, starting with obj_foo, your - subsequent call can include before=obj_foo in order to fetch the - previous page of the list. - schema: - type: string - responses: - "200": - description: Audit logs listed successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/ListAuditLogsResponse" - x-oaiMeta: - name: List audit logs - group: audit-logs - returns: - A list of paginated [Audit Log](/docs/api-reference/audit-logs/object) - objects. - examples: - request: - curl: | - curl https://api.openai.com/v1/organization/audit_logs \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: > - { - "object": "list", - "data": [ - { - "id": "audit_log-xxx_yyyymmdd", - "type": "project.archived", - "effective_at": 1722461446, - "actor": { - "type": "api_key", - "api_key": { - "type": "user", - "user": { - "id": "user-xxx", - "email": "user@example.com" - } - } - }, - "project.archived": { - "id": "proj_abc" - }, - }, - { - "id": "audit_log-yyy__20240101", - "type": "api_key.updated", - "effective_at": 1720804190, - "actor": { - "type": "session", - "session": { - "user": { - "id": "user-xxx", - "email": "user@example.com" - }, - "ip_address": "127.0.0.1", - "user_agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36", - "ja3": "a497151ce4338a12c4418c44d375173e", - "ja4": "q13d0313h3_55b375c5d22e_c7319ce65786", - "ip_address_details": { - "country": "US", - "city": "San Francisco", - "region": "California", - "region_code": "CA", - "asn": "1234", - "latitude": "37.77490", - "longitude": "-122.41940" - } - } - }, - "api_key.updated": { - "id": "key_xxxx", - "data": { - "scopes": ["resource_2.operation_2"] - } - }, - } - ], - "first_id": "audit_log-xxx__20240101", - "last_id": "audit_log_yyy__20240101", - "has_more": true - } - /organization/costs: - get: - summary: Get costs details for the organization. - operationId: usage-costs - tags: - - Usage - parameters: - - name: start_time - in: query - description: Start time (Unix seconds) of the query time range, inclusive. - required: true - schema: - type: integer - - name: end_time - in: query - description: End time (Unix seconds) of the query time range, exclusive. - required: false - schema: - type: integer - - name: bucket_width - in: query - description: - Width of each time bucket in response. Currently only `1d` is - supported, default to `1d`. - required: false - schema: - type: string - enum: - - 1d - default: 1d - - name: project_ids - in: query - description: Return only costs for these projects. - required: false - schema: - type: array - items: - type: string - - name: group_by - in: query - description: - Group the costs by the specified fields. Support fields include - `project_id`, `line_item` and any combination of them. - required: false - schema: - type: array - items: - type: string - enum: - - project_id - - line_item - - name: limit - in: query - description: > - A limit on the number of buckets to be returned. Limit can range - between 1 and 180, and the default is 7. - required: false - schema: - type: integer - default: 7 - - name: page - in: query - description: - A cursor for use in pagination. Corresponding to the `next_page` - field from the previous response. - schema: - type: string - responses: - "200": - description: Costs data retrieved successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/UsageResponse" - x-oaiMeta: - name: Costs - group: usage-costs - returns: A list of paginated, time bucketed - [Costs](/docs/api-reference/usage/costs_object) objects. - examples: - request: - curl: > - curl - "https://api.openai.com/v1/organization/costs?start_time=1730419200&limit=1" - \ - - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - - -H "Content-Type: application/json" - response: | - { - "object": "page", - "data": [ - { - "object": "bucket", - "start_time": 1730419200, - "end_time": 1730505600, - "results": [ - { - "object": "organization.costs.result", - "amount": { - "value": 0.06, - "currency": "usd" - }, - "line_item": null, - "project_id": null - } - ] - } - ], - "has_more": false, - "next_page": null - } - /organization/invites: - get: - summary: Returns a list of invites in the organization. - operationId: list-invites - tags: - - Invites - parameters: - - name: limit - in: query - description: > - A limit on the number of objects to be returned. Limit can range - between 1 and 100, and the default is 20. - required: false - schema: - type: integer - default: 20 - - name: after - in: query - description: > - A cursor for use in pagination. `after` is an object ID that defines - your place in the list. For instance, if you make a list request and - receive 100 objects, ending with obj_foo, your subsequent call can - include after=obj_foo in order to fetch the next page of the list. - required: false - schema: - type: string - responses: - "200": - description: Invites listed successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/InviteListResponse" - x-oaiMeta: - name: List invites - group: administration - returns: A list of [Invite](/docs/api-reference/invite/object) objects. - examples: - request: - curl: > - curl - https://api.openai.com/v1/organization/invites?after=invite-abc&limit=20 - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "list", - "data": [ - { - "object": "organization.invite", - "id": "invite-abc", - "email": "user@example.com", - "role": "owner", - "status": "accepted", - "invited_at": 1711471533, - "expires_at": 1711471533, - "accepted_at": 1711471533 - } - ], - "first_id": "invite-abc", - "last_id": "invite-abc", - "has_more": false - } - post: - summary: - Create an invite for a user to the organization. The invite must be - accepted by the user before they have access to the organization. - operationId: inviteUser - tags: - - Invites - requestBody: - description: The invite request payload. - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/InviteRequest" - responses: - "200": - description: User invited successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/Invite" - x-oaiMeta: - name: Create invite - group: administration - returns: The created [Invite](/docs/api-reference/invite/object) object. - examples: - request: - curl: | - curl -X POST https://api.openai.com/v1/organization/invites \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" \ - -d '{ - "email": "anotheruser@example.com", - "role": "reader", - "projects": [ - { - "id": "project-xyz", - "role": "member" - }, - { - "id": "project-abc", - "role": "owner" - } - ] - }' - response: | - { - "object": "organization.invite", - "id": "invite-def", - "email": "anotheruser@example.com", - "role": "reader", - "status": "pending", - "invited_at": 1711471533, - "expires_at": 1711471533, - "accepted_at": null, - "projects": [ - { - "id": "project-xyz", - "role": "member" - }, - { - "id": "project-abc", - "role": "owner" - } - ] - } - /organization/invites/{invite_id}: - get: - summary: Retrieves an invite. - operationId: retrieve-invite - tags: - - Invites - parameters: - - in: path - name: invite_id - required: true - schema: - type: string - description: The ID of the invite to retrieve. - responses: - "200": - description: Invite retrieved successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/Invite" - x-oaiMeta: - name: Retrieve invite - group: administration - returns: - The [Invite](/docs/api-reference/invite/object) object matching the - specified ID. - examples: - request: - curl: | - curl https://api.openai.com/v1/organization/invites/invite-abc \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "organization.invite", - "id": "invite-abc", - "email": "user@example.com", - "role": "owner", - "status": "accepted", - "invited_at": 1711471533, - "expires_at": 1711471533, - "accepted_at": 1711471533 - } - delete: - summary: - Delete an invite. If the invite has already been accepted, it cannot be - deleted. - operationId: delete-invite - tags: - - Invites - parameters: - - in: path - name: invite_id - required: true - schema: - type: string - description: The ID of the invite to delete. - responses: - "200": - description: Invite deleted successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/InviteDeleteResponse" - x-oaiMeta: - name: Delete invite - group: administration - returns: Confirmation that the invite has been deleted - examples: - request: - curl: > - curl -X DELETE - https://api.openai.com/v1/organization/invites/invite-abc \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "organization.invite.deleted", - "id": "invite-abc", - "deleted": true - } - /organization/projects: - get: - summary: Returns a list of projects. - operationId: list-projects - tags: - - Projects - parameters: - - name: limit - in: query - description: > - A limit on the number of objects to be returned. Limit can range - between 1 and 100, and the default is 20. - required: false - schema: - type: integer - default: 20 - - name: after - in: query - description: > - A cursor for use in pagination. `after` is an object ID that defines - your place in the list. For instance, if you make a list request and - receive 100 objects, ending with obj_foo, your subsequent call can - include after=obj_foo in order to fetch the next page of the list. - required: false - schema: - type: string - - name: include_archived - in: query - schema: - type: boolean - default: false - description: - If `true` returns all projects including those that have been - `archived`. Archived projects are not included by default. - responses: - "200": - description: Projects listed successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectListResponse" - x-oaiMeta: - name: List projects - group: administration - returns: A list of [Project](/docs/api-reference/projects/object) objects. - examples: - request: - curl: > - curl - https://api.openai.com/v1/organization/projects?after=proj_abc&limit=20&include_archived=false - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "list", - "data": [ - { - "id": "proj_abc", - "object": "organization.project", - "name": "Project example", - "created_at": 1711471533, - "archived_at": null, - "status": "active" - } - ], - "first_id": "proj-abc", - "last_id": "proj-xyz", - "has_more": false - } - post: - summary: - Create a new project in the organization. Projects can be created and - archived, but cannot be deleted. - operationId: create-project - tags: - - Projects - requestBody: - description: The project create request payload. - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectCreateRequest" - responses: - "200": - description: Project created successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/Project" - x-oaiMeta: - name: Create project - group: administration - returns: The created [Project](/docs/api-reference/projects/object) object. - examples: - request: - curl: | - curl -X POST https://api.openai.com/v1/organization/projects \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" \ - -d '{ - "name": "Project ABC" - }' - response: | - { - "id": "proj_abc", - "object": "organization.project", - "name": "Project ABC", - "created_at": 1711471533, - "archived_at": null, - "status": "active" - } - /organization/projects/{project_id}: - get: - summary: Retrieves a project. - operationId: retrieve-project - tags: - - Projects - parameters: - - name: project_id - in: path - description: The ID of the project. - required: true - schema: - type: string - responses: - "200": - description: Project retrieved successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/Project" - x-oaiMeta: - name: Retrieve project - group: administration - description: Retrieve a project. - returns: - The [Project](/docs/api-reference/projects/object) object matching the - specified ID. - examples: - request: - curl: | - curl https://api.openai.com/v1/organization/projects/proj_abc \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "id": "proj_abc", - "object": "organization.project", - "name": "Project example", - "created_at": 1711471533, - "archived_at": null, - "status": "active" - } - post: - summary: Modifies a project in the organization. - operationId: modify-project - tags: - - Projects - parameters: - - name: project_id - in: path - description: The ID of the project. - required: true - schema: - type: string - requestBody: - description: The project update request payload. - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectUpdateRequest" - responses: - "200": - description: Project updated successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/Project" - "400": - description: Error response when updating the default project. - content: - application/json: - schema: - $ref: "#/components/schemas/ErrorResponse" - x-oaiMeta: - name: Modify project - group: administration - returns: The updated [Project](/docs/api-reference/projects/object) object. - examples: - request: - curl: > - curl -X POST - https://api.openai.com/v1/organization/projects/proj_abc \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" \ - -d '{ - "name": "Project DEF" - }' - /organization/projects/{project_id}/api_keys: - get: - summary: Returns a list of API keys in the project. - operationId: list-project-api-keys - tags: - - Projects - parameters: - - name: project_id - in: path - description: The ID of the project. - required: true - schema: - type: string - - name: limit - in: query - description: > - A limit on the number of objects to be returned. Limit can range - between 1 and 100, and the default is 20. - required: false - schema: - type: integer - default: 20 - - name: after - in: query - description: > - A cursor for use in pagination. `after` is an object ID that defines - your place in the list. For instance, if you make a list request and - receive 100 objects, ending with obj_foo, your subsequent call can - include after=obj_foo in order to fetch the next page of the list. - required: false - schema: - type: string - responses: - "200": - description: Project API keys listed successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectApiKeyListResponse" - x-oaiMeta: - name: List project API keys - group: administration - returns: - A list of [ProjectApiKey](/docs/api-reference/project-api-keys/object) - objects. - examples: - request: - curl: > - curl - https://api.openai.com/v1/organization/projects/proj_abc/api_keys?after=key_abc&limit=20 - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "list", - "data": [ - { - "object": "organization.project.api_key", - "redacted_value": "sk-abc...def", - "name": "My API Key", - "created_at": 1711471533, - "id": "key_abc", - "owner": { - "type": "user", - "user": { - "object": "organization.project.user", - "id": "user_abc", - "name": "First Last", - "email": "user@example.com", - "role": "owner", - "added_at": 1711471533 - } - } - } - ], - "first_id": "key_abc", - "last_id": "key_xyz", - "has_more": false - } - /organization/projects/{project_id}/api_keys/{key_id}: - get: - summary: Retrieves an API key in the project. - operationId: retrieve-project-api-key - tags: - - Projects - parameters: - - name: project_id - in: path - description: The ID of the project. - required: true - schema: - type: string - - name: key_id - in: path - description: The ID of the API key. - required: true - schema: - type: string - responses: - "200": - description: Project API key retrieved successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectApiKey" - x-oaiMeta: - name: Retrieve project API key - group: administration - returns: - The [ProjectApiKey](/docs/api-reference/project-api-keys/object) object - matching the specified ID. - examples: - request: - curl: > - curl - https://api.openai.com/v1/organization/projects/proj_abc/api_keys/key_abc - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "organization.project.api_key", - "redacted_value": "sk-abc...def", - "name": "My API Key", - "created_at": 1711471533, - "id": "key_abc", - "owner": { - "type": "user", - "user": { - "object": "organization.project.user", - "id": "user_abc", - "name": "First Last", - "email": "user@example.com", - "role": "owner", - "added_at": 1711471533 - } - } - } - delete: - summary: Deletes an API key from the project. - operationId: delete-project-api-key - tags: - - Projects - parameters: - - name: project_id - in: path - description: The ID of the project. - required: true - schema: - type: string - - name: key_id - in: path - description: The ID of the API key. - required: true - schema: - type: string - responses: - "200": - description: Project API key deleted successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectApiKeyDeleteResponse" - "400": - description: Error response for various conditions. - content: - application/json: - schema: - $ref: "#/components/schemas/ErrorResponse" - x-oaiMeta: - name: Delete project API key - group: administration - returns: - Confirmation of the key's deletion or an error if the key belonged to a - service account - examples: - request: - curl: > - curl -X DELETE - https://api.openai.com/v1/organization/projects/proj_abc/api_keys/key_abc - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "organization.project.api_key.deleted", - "id": "key_abc", - "deleted": true - } - /organization/projects/{project_id}/archive: - post: - summary: - Archives a project in the organization. Archived projects cannot be - used or updated. - operationId: archive-project - tags: - - Projects - parameters: - - name: project_id - in: path - description: The ID of the project. - required: true - schema: - type: string - responses: - "200": - description: Project archived successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/Project" - x-oaiMeta: - name: Archive project - group: administration - returns: The archived [Project](/docs/api-reference/projects/object) object. - examples: - request: - curl: > - curl -X POST - https://api.openai.com/v1/organization/projects/proj_abc/archive \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "id": "proj_abc", - "object": "organization.project", - "name": "Project DEF", - "created_at": 1711471533, - "archived_at": 1711471533, - "status": "archived" - } - /organization/projects/{project_id}/rate_limits: - get: - summary: Returns the rate limits per model for a project. - operationId: list-project-rate-limits - tags: - - Projects - parameters: - - name: project_id - in: path - description: The ID of the project. - required: true - schema: - type: string - - name: limit - in: query - description: | - A limit on the number of objects to be returned. The default is 100. - required: false - schema: - type: integer - default: 100 - - name: after - in: query - description: > - A cursor for use in pagination. `after` is an object ID that defines - your place in the list. For instance, if you make a list request and - receive 100 objects, ending with obj_foo, your subsequent call can - include after=obj_foo in order to fetch the next page of the list. - required: false - schema: - type: string - - name: before - in: query - description: > - A cursor for use in pagination. `before` is an object ID that - defines your place in the list. For instance, if you make a list - request and receive 100 objects, beginning with obj_foo, your - subsequent call can include before=obj_foo in order to fetch the - previous page of the list. - required: false - schema: - type: string - responses: - "200": - description: Project rate limits listed successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectRateLimitListResponse" - x-oaiMeta: - name: List project rate limits - group: administration - returns: A list of - [ProjectRateLimit](/docs/api-reference/project-rate-limits/object) - objects. - examples: - request: - curl: > - curl - https://api.openai.com/v1/organization/projects/proj_abc/rate_limits?after=rl_xxx&limit=20 - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "list", - "data": [ - { - "object": "project.rate_limit", - "id": "rl-ada", - "model": "ada", - "max_requests_per_1_minute": 600, - "max_tokens_per_1_minute": 150000, - "max_images_per_1_minute": 10 - } - ], - "first_id": "rl-ada", - "last_id": "rl-ada", - "has_more": false - } - error_response: | - { - "code": 404, - "message": "The project {project_id} was not found" - } - /organization/projects/{project_id}/rate_limits/{rate_limit_id}: - post: - summary: Updates a project rate limit. - operationId: update-project-rate-limits - tags: - - Projects - parameters: - - name: project_id - in: path - description: The ID of the project. - required: true - schema: - type: string - - name: rate_limit_id - in: path - description: The ID of the rate limit. - required: true - schema: - type: string - requestBody: - description: The project rate limit update request payload. - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectRateLimitUpdateRequest" - responses: - "200": - description: Project rate limit updated successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectRateLimit" - "400": - description: Error response for various conditions. - content: - application/json: - schema: - $ref: "#/components/schemas/ErrorResponse" - x-oaiMeta: - name: Modify project rate limit - group: administration - returns: The updated - [ProjectRateLimit](/docs/api-reference/project-rate-limits/object) - object. - examples: - request: - curl: > - curl -X POST - https://api.openai.com/v1/organization/projects/proj_abc/rate_limits/rl_xxx - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" \ - -d '{ - "max_requests_per_1_minute": 500 - }' - response: | - { - "object": "project.rate_limit", - "id": "rl-ada", - "model": "ada", - "max_requests_per_1_minute": 600, - "max_tokens_per_1_minute": 150000, - "max_images_per_1_minute": 10 - } - error_response: | - { - "code": 404, - "message": "The project {project_id} was not found" - } - /organization/projects/{project_id}/service_accounts: - get: - summary: Returns a list of service accounts in the project. - operationId: list-project-service-accounts - tags: - - Projects - parameters: - - name: project_id - in: path - description: The ID of the project. - required: true - schema: - type: string - - name: limit - in: query - description: > - A limit on the number of objects to be returned. Limit can range - between 1 and 100, and the default is 20. - required: false - schema: - type: integer - default: 20 - - name: after - in: query - description: > - A cursor for use in pagination. `after` is an object ID that defines - your place in the list. For instance, if you make a list request and - receive 100 objects, ending with obj_foo, your subsequent call can - include after=obj_foo in order to fetch the next page of the list. - required: false - schema: - type: string - responses: - "200": - description: Project service accounts listed successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectServiceAccountListResponse" - "400": - description: Error response when project is archived. - content: - application/json: - schema: - $ref: "#/components/schemas/ErrorResponse" - x-oaiMeta: - name: List project service accounts - group: administration - returns: A list of - [ProjectServiceAccount](/docs/api-reference/project-service-accounts/object) - objects. - examples: - request: - curl: > - curl - https://api.openai.com/v1/organization/projects/proj_abc/service_accounts?after=custom_id&limit=20 - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "list", - "data": [ - { - "object": "organization.project.service_account", - "id": "svc_acct_abc", - "name": "Service Account", - "role": "owner", - "created_at": 1711471533 - } - ], - "first_id": "svc_acct_abc", - "last_id": "svc_acct_xyz", - "has_more": false - } - post: - summary: - Creates a new service account in the project. This also returns an - unredacted API key for the service account. - operationId: create-project-service-account - tags: - - Projects - parameters: - - name: project_id - in: path - description: The ID of the project. - required: true - schema: - type: string - requestBody: - description: The project service account create request payload. - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectServiceAccountCreateRequest" - responses: - "200": - description: Project service account created successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectServiceAccountCreateResponse" - "400": - description: Error response when project is archived. - content: - application/json: - schema: - $ref: "#/components/schemas/ErrorResponse" - x-oaiMeta: - name: Create project service account - group: administration - returns: The created - [ProjectServiceAccount](/docs/api-reference/project-service-accounts/object) - object. - examples: - request: - curl: > - curl -X POST - https://api.openai.com/v1/organization/projects/proj_abc/service_accounts - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" \ - -d '{ - "name": "Production App" - }' - response: | - { - "object": "organization.project.service_account", - "id": "svc_acct_abc", - "name": "Production App", - "role": "member", - "created_at": 1711471533, - "api_key": { - "object": "organization.project.service_account.api_key", - "value": "sk-abcdefghijklmnop123", - "name": "Secret Key", - "created_at": 1711471533, - "id": "key_abc" - } - } - /organization/projects/{project_id}/service_accounts/{service_account_id}: - get: - summary: Retrieves a service account in the project. - operationId: retrieve-project-service-account - tags: - - Projects - parameters: - - name: project_id - in: path - description: The ID of the project. - required: true - schema: - type: string - - name: service_account_id - in: path - description: The ID of the service account. - required: true - schema: - type: string - responses: - "200": - description: Project service account retrieved successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectServiceAccount" - x-oaiMeta: - name: Retrieve project service account - group: administration - returns: The - [ProjectServiceAccount](/docs/api-reference/project-service-accounts/object) - object matching the specified ID. - examples: - request: - curl: > - curl - https://api.openai.com/v1/organization/projects/proj_abc/service_accounts/svc_acct_abc - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "organization.project.service_account", - "id": "svc_acct_abc", - "name": "Service Account", - "role": "owner", - "created_at": 1711471533 - } - delete: - summary: Deletes a service account from the project. - operationId: delete-project-service-account - tags: - - Projects - parameters: - - name: project_id - in: path - description: The ID of the project. - required: true - schema: - type: string - - name: service_account_id - in: path - description: The ID of the service account. - required: true - schema: - type: string - responses: - "200": - description: Project service account deleted successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectServiceAccountDeleteResponse" - x-oaiMeta: - name: Delete project service account - group: administration - returns: - Confirmation of service account being deleted, or an error in case of - an archived project, which has no service accounts - examples: - request: - curl: > - curl -X DELETE - https://api.openai.com/v1/organization/projects/proj_abc/service_accounts/svc_acct_abc - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "organization.project.service_account.deleted", - "id": "svc_acct_abc", - "deleted": true - } - /organization/projects/{project_id}/users: - get: - summary: Returns a list of users in the project. - operationId: list-project-users - tags: - - Projects - parameters: - - name: project_id - in: path - description: The ID of the project. - required: true - schema: - type: string - - name: limit - in: query - description: > - A limit on the number of objects to be returned. Limit can range - between 1 and 100, and the default is 20. - required: false - schema: - type: integer - default: 20 - - name: after - in: query - description: > - A cursor for use in pagination. `after` is an object ID that defines - your place in the list. For instance, if you make a list request and - receive 100 objects, ending with obj_foo, your subsequent call can - include after=obj_foo in order to fetch the next page of the list. - required: false - schema: - type: string - responses: - "200": - description: Project users listed successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectUserListResponse" - "400": - description: Error response when project is archived. - content: - application/json: - schema: - $ref: "#/components/schemas/ErrorResponse" - x-oaiMeta: - name: List project users - group: administration - returns: - A list of [ProjectUser](/docs/api-reference/project-users/object) - objects. - examples: - request: - curl: > - curl - https://api.openai.com/v1/organization/projects/proj_abc/users?after=user_abc&limit=20 - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "list", - "data": [ - { - "object": "organization.project.user", - "id": "user_abc", - "name": "First Last", - "email": "user@example.com", - "role": "owner", - "added_at": 1711471533 - } - ], - "first_id": "user-abc", - "last_id": "user-xyz", - "has_more": false - } - post: - summary: Adds a user to the project. Users must already be members of the - organization to be added to a project. - operationId: create-project-user - parameters: - - name: project_id - in: path - description: The ID of the project. - required: true - schema: - type: string - tags: - - Projects - requestBody: - description: The project user create request payload. - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectUserCreateRequest" - responses: - "200": - description: User added to project successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectUser" - "400": - description: Error response for various conditions. - content: - application/json: - schema: - $ref: "#/components/schemas/ErrorResponse" - x-oaiMeta: - name: Create project user - group: administration - returns: - The created [ProjectUser](/docs/api-reference/project-users/object) - object. - examples: - request: - curl: > - curl -X POST - https://api.openai.com/v1/organization/projects/proj_abc/users \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" \ - -d '{ - "user_id": "user_abc", - "role": "member" - }' - response: | - { - "object": "organization.project.user", - "id": "user_abc", - "email": "user@example.com", - "role": "owner", - "added_at": 1711471533 - } - /organization/projects/{project_id}/users/{user_id}: - get: - summary: Retrieves a user in the project. - operationId: retrieve-project-user - tags: - - Projects - parameters: - - name: project_id - in: path - description: The ID of the project. - required: true - schema: - type: string - - name: user_id - in: path - description: The ID of the user. - required: true - schema: - type: string - responses: - "200": - description: Project user retrieved successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectUser" - x-oaiMeta: - name: Retrieve project user - group: administration - returns: - The [ProjectUser](/docs/api-reference/project-users/object) object - matching the specified ID. - examples: - request: - curl: > - curl - https://api.openai.com/v1/organization/projects/proj_abc/users/user_abc - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "organization.project.user", - "id": "user_abc", - "name": "First Last", - "email": "user@example.com", - "role": "owner", - "added_at": 1711471533 - } - post: - summary: Modifies a user's role in the project. - operationId: modify-project-user - tags: - - Projects - parameters: - - name: project_id - in: path - description: The ID of the project. - required: true - schema: - type: string - - name: user_id - in: path - description: The ID of the user. - required: true - schema: - type: string - requestBody: - description: The project user update request payload. - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectUserUpdateRequest" - responses: - "200": - description: Project user's role updated successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectUser" - "400": - description: Error response for various conditions. - content: - application/json: - schema: - $ref: "#/components/schemas/ErrorResponse" - x-oaiMeta: - name: Modify project user - group: administration - returns: - The updated [ProjectUser](/docs/api-reference/project-users/object) - object. - examples: - request: - curl: > - curl -X POST - https://api.openai.com/v1/organization/projects/proj_abc/users/user_abc - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" \ - -d '{ - "role": "owner" - }' - response: | - { - "object": "organization.project.user", - "id": "user_abc", - "name": "First Last", - "email": "user@example.com", - "role": "owner", - "added_at": 1711471533 - } - delete: - summary: Deletes a user from the project. - operationId: delete-project-user - tags: - - Projects - parameters: - - name: project_id - in: path - description: The ID of the project. - required: true - schema: - type: string - - name: user_id - in: path - description: The ID of the user. - required: true - schema: - type: string - responses: - "200": - description: Project user deleted successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/ProjectUserDeleteResponse" - "400": - description: Error response for various conditions. - content: - application/json: - schema: - $ref: "#/components/schemas/ErrorResponse" - x-oaiMeta: - name: Delete project user - group: administration - returns: - Confirmation that project has been deleted or an error in case of an - archived project, which has no users - examples: - request: - curl: > - curl -X DELETE - https://api.openai.com/v1/organization/projects/proj_abc/users/user_abc - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "organization.project.user.deleted", - "id": "user_abc", - "deleted": true - } - /organization/usage/audio_speeches: - get: - summary: Get audio speeches usage details for the organization. - operationId: usage-audio-speeches - tags: - - Usage - parameters: - - name: start_time - in: query - description: Start time (Unix seconds) of the query time range, inclusive. - required: true - schema: - type: integer - - name: end_time - in: query - description: End time (Unix seconds) of the query time range, exclusive. - required: false - schema: - type: integer - - name: bucket_width - in: query - description: - Width of each time bucket in response. Currently `1m`, `1h` and - `1d` are supported, default to `1d`. - required: false - schema: - type: string - enum: - - 1m - - 1h - - 1d - default: 1d - - name: project_ids - in: query - description: Return only usage for these projects. - required: false - schema: - type: array - items: - type: string - - name: user_ids - in: query - description: Return only usage for these users. - required: false - schema: - type: array - items: - type: string - - name: api_key_ids - in: query - description: Return only usage for these API keys. - required: false - schema: - type: array - items: - type: string - - name: models - in: query - description: Return only usage for these models. - required: false - schema: - type: array - items: - type: string - - name: group_by - in: query - description: - Group the usage data by the specified fields. Support fields - include `project_id`, `user_id`, `api_key_id`, `model` or any - combination of them. - required: false - schema: - type: array - items: - type: string - enum: - - project_id - - user_id - - api_key_id - - model - - name: limit - in: query - description: | - Specifies the number of buckets to return. - - `bucket_width=1d`: default: 7, max: 31 - - `bucket_width=1h`: default: 24, max: 168 - - `bucket_width=1m`: default: 60, max: 1440 - required: false - schema: - type: integer - - name: page - in: query - description: - A cursor for use in pagination. Corresponding to the `next_page` - field from the previous response. - schema: - type: string - responses: - "200": - description: Usage data retrieved successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/UsageResponse" - x-oaiMeta: - name: Audio speeches - group: usage-audio-speeches - returns: A list of paginated, time bucketed [Audio speeches - usage](/docs/api-reference/usage/audio_speeches_object) objects. - examples: - request: - curl: > - curl - "https://api.openai.com/v1/organization/usage/audio_speeches?start_time=1730419200&limit=1" - \ - - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - - -H "Content-Type: application/json" - response: > - { - "object": "page", - "data": [ - { - "object": "bucket", - "start_time": 1730419200, - "end_time": 1730505600, - "results": [ - { - "object": "organization.usage.audio_speeches.result", - "characters": 45, - "num_model_requests": 1, - "project_id": null, - "user_id": null, - "api_key_id": null, - "model": null - } - ] - } - ], - "has_more": false, - "next_page": null - } - /organization/usage/audio_transcriptions: - get: - summary: Get audio transcriptions usage details for the organization. - operationId: usage-audio-transcriptions - tags: - - Usage - parameters: - - name: start_time - in: query - description: Start time (Unix seconds) of the query time range, inclusive. - required: true - schema: - type: integer - - name: end_time - in: query - description: End time (Unix seconds) of the query time range, exclusive. - required: false - schema: - type: integer - - name: bucket_width - in: query - description: - Width of each time bucket in response. Currently `1m`, `1h` and - `1d` are supported, default to `1d`. - required: false - schema: - type: string - enum: - - 1m - - 1h - - 1d - default: 1d - - name: project_ids - in: query - description: Return only usage for these projects. - required: false - schema: - type: array - items: - type: string - - name: user_ids - in: query - description: Return only usage for these users. - required: false - schema: - type: array - items: - type: string - - name: api_key_ids - in: query - description: Return only usage for these API keys. - required: false - schema: - type: array - items: - type: string - - name: models - in: query - description: Return only usage for these models. - required: false - schema: - type: array - items: - type: string - - name: group_by - in: query - description: - Group the usage data by the specified fields. Support fields - include `project_id`, `user_id`, `api_key_id`, `model` or any - combination of them. - required: false - schema: - type: array - items: - type: string - enum: - - project_id - - user_id - - api_key_id - - model - - name: limit - in: query - description: | - Specifies the number of buckets to return. - - `bucket_width=1d`: default: 7, max: 31 - - `bucket_width=1h`: default: 24, max: 168 - - `bucket_width=1m`: default: 60, max: 1440 - required: false - schema: - type: integer - - name: page - in: query - description: - A cursor for use in pagination. Corresponding to the `next_page` - field from the previous response. - schema: - type: string - responses: - "200": - description: Usage data retrieved successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/UsageResponse" - x-oaiMeta: - name: Audio transcriptions - group: usage-audio-transcriptions - returns: A list of paginated, time bucketed [Audio transcriptions - usage](/docs/api-reference/usage/audio_transcriptions_object) objects. - examples: - request: - curl: > - curl - "https://api.openai.com/v1/organization/usage/audio_transcriptions?start_time=1730419200&limit=1" - \ - - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - - -H "Content-Type: application/json" - response: > - { - "object": "page", - "data": [ - { - "object": "bucket", - "start_time": 1730419200, - "end_time": 1730505600, - "results": [ - { - "object": "organization.usage.audio_transcriptions.result", - "seconds": 20, - "num_model_requests": 1, - "project_id": null, - "user_id": null, - "api_key_id": null, - "model": null - } - ] - } - ], - "has_more": false, - "next_page": null - } - /organization/usage/code_interpreter_sessions: - get: - summary: Get code interpreter sessions usage details for the organization. - operationId: usage-code-interpreter-sessions - tags: - - Usage - parameters: - - name: start_time - in: query - description: Start time (Unix seconds) of the query time range, inclusive. - required: true - schema: - type: integer - - name: end_time - in: query - description: End time (Unix seconds) of the query time range, exclusive. - required: false - schema: - type: integer - - name: bucket_width - in: query - description: - Width of each time bucket in response. Currently `1m`, `1h` and - `1d` are supported, default to `1d`. - required: false - schema: - type: string - enum: - - 1m - - 1h - - 1d - default: 1d - - name: project_ids - in: query - description: Return only usage for these projects. - required: false - schema: - type: array - items: - type: string - - name: group_by - in: query - description: - Group the usage data by the specified fields. Support fields - include `project_id`. - required: false - schema: - type: array - items: - type: string - enum: - - project_id - - name: limit - in: query - description: | - Specifies the number of buckets to return. - - `bucket_width=1d`: default: 7, max: 31 - - `bucket_width=1h`: default: 24, max: 168 - - `bucket_width=1m`: default: 60, max: 1440 - required: false - schema: - type: integer - - name: page - in: query - description: - A cursor for use in pagination. Corresponding to the `next_page` - field from the previous response. - schema: - type: string - responses: - "200": - description: Usage data retrieved successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/UsageResponse" - x-oaiMeta: - name: Code interpreter sessions - group: usage-code-interpreter-sessions - returns: A list of paginated, time bucketed [Code interpreter sessions - usage](/docs/api-reference/usage/code_interpreter_sessions_object) - objects. - examples: - request: - curl: > - curl - "https://api.openai.com/v1/organization/usage/code_interpreter_sessions?start_time=1730419200&limit=1" - \ - - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - - -H "Content-Type: application/json" - response: > - { - "object": "page", - "data": [ - { - "object": "bucket", - "start_time": 1730419200, - "end_time": 1730505600, - "results": [ - { - "object": "organization.usage.code_interpreter_sessions.result", - "sessions": 1, - "project_id": null - } - ] - } - ], - "has_more": false, - "next_page": null - } - /organization/usage/completions: - get: - summary: Get completions usage details for the organization. - operationId: usage-completions - tags: - - Usage - parameters: - - name: start_time - in: query - description: Start time (Unix seconds) of the query time range, inclusive. - required: true - schema: - type: integer - - name: end_time - in: query - description: End time (Unix seconds) of the query time range, exclusive. - required: false - schema: - type: integer - - name: bucket_width - in: query - description: - Width of each time bucket in response. Currently `1m`, `1h` and - `1d` are supported, default to `1d`. - required: false - schema: - type: string - enum: - - 1m - - 1h - - 1d - default: 1d - - name: project_ids - in: query - description: Return only usage for these projects. - required: false - schema: - type: array - items: - type: string - - name: user_ids - in: query - description: Return only usage for these users. - required: false - schema: - type: array - items: - type: string - - name: api_key_ids - in: query - description: Return only usage for these API keys. - required: false - schema: - type: array - items: - type: string - - name: models - in: query - description: Return only usage for these models. - required: false - schema: - type: array - items: - type: string - - name: batch - in: query - description: > - If `true`, return batch jobs only. If `false`, return non-batch jobs - only. By default, return both. - required: false - schema: - type: boolean - - name: group_by - in: query - description: - Group the usage data by the specified fields. Support fields - include `project_id`, `user_id`, `api_key_id`, `model`, `batch` or - any combination of them. - required: false - schema: - type: array - items: - type: string - enum: - - project_id - - user_id - - api_key_id - - model - - batch - - name: limit - in: query - description: | - Specifies the number of buckets to return. - - `bucket_width=1d`: default: 7, max: 31 - - `bucket_width=1h`: default: 24, max: 168 - - `bucket_width=1m`: default: 60, max: 1440 - required: false - schema: - type: integer - - name: page - in: query - description: - A cursor for use in pagination. Corresponding to the `next_page` - field from the previous response. - schema: - type: string - responses: - "200": - description: Usage data retrieved successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/UsageResponse" - x-oaiMeta: - name: Completions - group: usage-completions - returns: A list of paginated, time bucketed [Completions - usage](/docs/api-reference/usage/completions_object) objects. - examples: - request: - curl: > - curl - "https://api.openai.com/v1/organization/usage/completions?start_time=1730419200&limit=1" - \ - - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - - -H "Content-Type: application/json" - response: > - { - "object": "page", - "data": [ - { - "object": "bucket", - "start_time": 1730419200, - "end_time": 1730505600, - "results": [ - { - "object": "organization.usage.completions.result", - "input_tokens": 1000, - "output_tokens": 500, - "input_cached_tokens": 800, - "input_audio_tokens": 0, - "output_audio_tokens": 0, - "num_model_requests": 5, - "project_id": null, - "user_id": null, - "api_key_id": null, - "model": null, - "batch": null - } - ] - } - ], - "has_more": true, - "next_page": "page_AAAAAGdGxdEiJdKOAAAAAGcqsYA=" - } - /organization/usage/embeddings: - get: - summary: Get embeddings usage details for the organization. - operationId: usage-embeddings - tags: - - Usage - parameters: - - name: start_time - in: query - description: Start time (Unix seconds) of the query time range, inclusive. - required: true - schema: - type: integer - - name: end_time - in: query - description: End time (Unix seconds) of the query time range, exclusive. - required: false - schema: - type: integer - - name: bucket_width - in: query - description: - Width of each time bucket in response. Currently `1m`, `1h` and - `1d` are supported, default to `1d`. - required: false - schema: - type: string - enum: - - 1m - - 1h - - 1d - default: 1d - - name: project_ids - in: query - description: Return only usage for these projects. - required: false - schema: - type: array - items: - type: string - - name: user_ids - in: query - description: Return only usage for these users. - required: false - schema: - type: array - items: - type: string - - name: api_key_ids - in: query - description: Return only usage for these API keys. - required: false - schema: - type: array - items: - type: string - - name: models - in: query - description: Return only usage for these models. - required: false - schema: - type: array - items: - type: string - - name: group_by - in: query - description: - Group the usage data by the specified fields. Support fields - include `project_id`, `user_id`, `api_key_id`, `model` or any - combination of them. - required: false - schema: - type: array - items: - type: string - enum: - - project_id - - user_id - - api_key_id - - model - - name: limit - in: query - description: | - Specifies the number of buckets to return. - - `bucket_width=1d`: default: 7, max: 31 - - `bucket_width=1h`: default: 24, max: 168 - - `bucket_width=1m`: default: 60, max: 1440 - required: false - schema: - type: integer - - name: page - in: query - description: - A cursor for use in pagination. Corresponding to the `next_page` - field from the previous response. - schema: - type: string - responses: - "200": - description: Usage data retrieved successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/UsageResponse" - x-oaiMeta: - name: Embeddings - group: usage-embeddings - returns: A list of paginated, time bucketed [Embeddings - usage](/docs/api-reference/usage/embeddings_object) objects. - examples: - request: - curl: > - curl - "https://api.openai.com/v1/organization/usage/embeddings?start_time=1730419200&limit=1" - \ - - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - - -H "Content-Type: application/json" - response: > - { - "object": "page", - "data": [ - { - "object": "bucket", - "start_time": 1730419200, - "end_time": 1730505600, - "results": [ - { - "object": "organization.usage.embeddings.result", - "input_tokens": 16, - "num_model_requests": 2, - "project_id": null, - "user_id": null, - "api_key_id": null, - "model": null - } - ] - } - ], - "has_more": false, - "next_page": null - } - /organization/usage/images: - get: - summary: Get images usage details for the organization. - operationId: usage-images - tags: - - Usage - parameters: - - name: start_time - in: query - description: Start time (Unix seconds) of the query time range, inclusive. - required: true - schema: - type: integer - - name: end_time - in: query - description: End time (Unix seconds) of the query time range, exclusive. - required: false - schema: - type: integer - - name: bucket_width - in: query - description: - Width of each time bucket in response. Currently `1m`, `1h` and - `1d` are supported, default to `1d`. - required: false - schema: - type: string - enum: - - 1m - - 1h - - 1d - default: 1d - - name: sources - in: query - description: Return only usages for these sources. Possible values are - `image.generation`, `image.edit`, `image.variation` or any - combination of them. - required: false - schema: - type: array - items: - type: string - enum: - - image.generation - - image.edit - - image.variation - - name: sizes - in: query - description: - Return only usages for these image sizes. Possible values are - `256x256`, `512x512`, `1024x1024`, `1792x1792`, `1024x1792` or any - combination of them. - required: false - schema: - type: array - items: - type: string - enum: - - 256x256 - - 512x512 - - 1024x1024 - - 1792x1792 - - 1024x1792 - - name: project_ids - in: query - description: Return only usage for these projects. - required: false - schema: - type: array - items: - type: string - - name: user_ids - in: query - description: Return only usage for these users. - required: false - schema: - type: array - items: - type: string - - name: api_key_ids - in: query - description: Return only usage for these API keys. - required: false - schema: - type: array - items: - type: string - - name: models - in: query - description: Return only usage for these models. - required: false - schema: - type: array - items: - type: string - - name: group_by - in: query - description: - Group the usage data by the specified fields. Support fields - include `project_id`, `user_id`, `api_key_id`, `model`, `size`, - `source` or any combination of them. - required: false - schema: - type: array - items: - type: string - enum: - - project_id - - user_id - - api_key_id - - model - - size - - source - - name: limit - in: query - description: | - Specifies the number of buckets to return. - - `bucket_width=1d`: default: 7, max: 31 - - `bucket_width=1h`: default: 24, max: 168 - - `bucket_width=1m`: default: 60, max: 1440 - required: false - schema: - type: integer - - name: page - in: query - description: - A cursor for use in pagination. Corresponding to the `next_page` - field from the previous response. - schema: - type: string - responses: - "200": - description: Usage data retrieved successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/UsageResponse" - x-oaiMeta: - name: Images - group: usage-images - returns: A list of paginated, time bucketed [Images - usage](/docs/api-reference/usage/images_object) objects. - examples: - request: - curl: > - curl - "https://api.openai.com/v1/organization/usage/images?start_time=1730419200&limit=1" - \ - - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - - -H "Content-Type: application/json" - response: | - { - "object": "page", - "data": [ - { - "object": "bucket", - "start_time": 1730419200, - "end_time": 1730505600, - "results": [ - { - "object": "organization.usage.images.result", - "images": 2, - "num_model_requests": 2, - "size": null, - "source": null, - "project_id": null, - "user_id": null, - "api_key_id": null, - "model": null - } - ] - } - ], - "has_more": false, - "next_page": null - } - /organization/usage/moderations: - get: - summary: Get moderations usage details for the organization. - operationId: usage-moderations - tags: - - Usage - parameters: - - name: start_time - in: query - description: Start time (Unix seconds) of the query time range, inclusive. - required: true - schema: - type: integer - - name: end_time - in: query - description: End time (Unix seconds) of the query time range, exclusive. - required: false - schema: - type: integer - - name: bucket_width - in: query - description: - Width of each time bucket in response. Currently `1m`, `1h` and - `1d` are supported, default to `1d`. - required: false - schema: - type: string - enum: - - 1m - - 1h - - 1d - default: 1d - - name: project_ids - in: query - description: Return only usage for these projects. - required: false - schema: - type: array - items: - type: string - - name: user_ids - in: query - description: Return only usage for these users. - required: false - schema: - type: array - items: - type: string - - name: api_key_ids - in: query - description: Return only usage for these API keys. - required: false - schema: - type: array - items: - type: string - - name: models - in: query - description: Return only usage for these models. - required: false - schema: - type: array - items: - type: string - - name: group_by - in: query - description: - Group the usage data by the specified fields. Support fields - include `project_id`, `user_id`, `api_key_id`, `model` or any - combination of them. - required: false - schema: - type: array - items: - type: string - enum: - - project_id - - user_id - - api_key_id - - model - - name: limit - in: query - description: | - Specifies the number of buckets to return. - - `bucket_width=1d`: default: 7, max: 31 - - `bucket_width=1h`: default: 24, max: 168 - - `bucket_width=1m`: default: 60, max: 1440 - required: false - schema: - type: integer - - name: page - in: query - description: - A cursor for use in pagination. Corresponding to the `next_page` - field from the previous response. - schema: - type: string - responses: - "200": - description: Usage data retrieved successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/UsageResponse" - x-oaiMeta: - name: Moderations - group: usage-moderations - returns: A list of paginated, time bucketed [Moderations - usage](/docs/api-reference/usage/moderations_object) objects. - examples: - request: - curl: > - curl - "https://api.openai.com/v1/organization/usage/moderations?start_time=1730419200&limit=1" - \ - - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - - -H "Content-Type: application/json" - response: > - { - "object": "page", - "data": [ - { - "object": "bucket", - "start_time": 1730419200, - "end_time": 1730505600, - "results": [ - { - "object": "organization.usage.moderations.result", - "input_tokens": 16, - "num_model_requests": 2, - "project_id": null, - "user_id": null, - "api_key_id": null, - "model": null - } - ] - } - ], - "has_more": false, - "next_page": null - } - /organization/usage/vector_stores: - get: - summary: Get vector stores usage details for the organization. - operationId: usage-vector-stores - tags: - - Usage - parameters: - - name: start_time - in: query - description: Start time (Unix seconds) of the query time range, inclusive. - required: true - schema: - type: integer - - name: end_time - in: query - description: End time (Unix seconds) of the query time range, exclusive. - required: false - schema: - type: integer - - name: bucket_width - in: query - description: - Width of each time bucket in response. Currently `1m`, `1h` and - `1d` are supported, default to `1d`. - required: false - schema: - type: string - enum: - - 1m - - 1h - - 1d - default: 1d - - name: project_ids - in: query - description: Return only usage for these projects. - required: false - schema: - type: array - items: - type: string - - name: group_by - in: query - description: - Group the usage data by the specified fields. Support fields - include `project_id`. - required: false - schema: - type: array - items: - type: string - enum: - - project_id - - name: limit - in: query - description: | - Specifies the number of buckets to return. - - `bucket_width=1d`: default: 7, max: 31 - - `bucket_width=1h`: default: 24, max: 168 - - `bucket_width=1m`: default: 60, max: 1440 - required: false - schema: - type: integer - - name: page - in: query - description: - A cursor for use in pagination. Corresponding to the `next_page` - field from the previous response. - schema: - type: string - responses: - "200": - description: Usage data retrieved successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/UsageResponse" - x-oaiMeta: - name: Vector stores - group: usage-vector-stores - returns: A list of paginated, time bucketed [Vector stores - usage](/docs/api-reference/usage/vector_stores_object) objects. - examples: - request: - curl: > - curl - "https://api.openai.com/v1/organization/usage/vector_stores?start_time=1730419200&limit=1" - \ - - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - - -H "Content-Type: application/json" - response: > - { - "object": "page", - "data": [ - { - "object": "bucket", - "start_time": 1730419200, - "end_time": 1730505600, - "results": [ - { - "object": "organization.usage.vector_stores.result", - "usage_bytes": 1024, - "project_id": null - } - ] - } - ], - "has_more": false, - "next_page": null - } - /organization/users: - get: - summary: Lists all of the users in the organization. - operationId: list-users - tags: - - Users - parameters: - - name: limit - in: query - description: > - A limit on the number of objects to be returned. Limit can range - between 1 and 100, and the default is 20. - required: false - schema: - type: integer - default: 20 - - name: after - in: query - description: > - A cursor for use in pagination. `after` is an object ID that defines - your place in the list. For instance, if you make a list request and - receive 100 objects, ending with obj_foo, your subsequent call can - include after=obj_foo in order to fetch the next page of the list. - required: false - schema: - type: string - - name: emails - in: query - description: Filter by the email address of users. - required: false - schema: - type: array - items: - type: string - responses: - "200": - description: Users listed successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/UserListResponse" - x-oaiMeta: - name: List users - group: administration - returns: A list of [User](/docs/api-reference/users/object) objects. - examples: - request: - curl: > - curl - https://api.openai.com/v1/organization/users?after=user_abc&limit=20 - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "list", - "data": [ - { - "object": "organization.user", - "id": "user_abc", - "name": "First Last", - "email": "user@example.com", - "role": "owner", - "added_at": 1711471533 - } - ], - "first_id": "user-abc", - "last_id": "user-xyz", - "has_more": false - } - /organization/users/{user_id}: - get: - summary: Retrieves a user by their identifier. - operationId: retrieve-user - tags: - - Users - parameters: - - name: user_id - in: path - description: The ID of the user. - required: true - schema: - type: string - responses: - "200": - description: User retrieved successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/User" - x-oaiMeta: - name: Retrieve user - group: administration - returns: - The [User](/docs/api-reference/users/object) object matching the - specified ID. - examples: - request: - curl: | - curl https://api.openai.com/v1/organization/users/user_abc \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "organization.user", - "id": "user_abc", - "name": "First Last", - "email": "user@example.com", - "role": "owner", - "added_at": 1711471533 - } - post: - summary: Modifies a user's role in the organization. - operationId: modify-user - tags: - - Users - parameters: - - name: user_id - in: path - description: The ID of the user. - required: true - schema: - type: string - requestBody: - description: The new user role to modify. This must be one of `owner` or `member`. - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/UserRoleUpdateRequest" - responses: - "200": - description: User role updated successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/User" - x-oaiMeta: - name: Modify user - group: administration - returns: The updated [User](/docs/api-reference/users/object) object. - examples: - request: - curl: > - curl -X POST https://api.openai.com/v1/organization/users/user_abc - \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" \ - -d '{ - "role": "owner" - }' - response: | - { - "object": "organization.user", - "id": "user_abc", - "name": "First Last", - "email": "user@example.com", - "role": "owner", - "added_at": 1711471533 - } - delete: - summary: Deletes a user from the organization. - operationId: delete-user - tags: - - Users - parameters: - - name: user_id - in: path - description: The ID of the user. - required: true - schema: - type: string - responses: - "200": - description: User deleted successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/UserDeleteResponse" - x-oaiMeta: - name: Delete user - group: administration - returns: Confirmation of the deleted user - examples: - request: - curl: > - curl -X DELETE - https://api.openai.com/v1/organization/users/user_abc \ - -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \ - -H "Content-Type: application/json" - response: | - { - "object": "organization.user.deleted", - "id": "user_abc", - "deleted": true - } - /realtime/sessions: - post: - summary: > - Create an ephemeral API token for use in client-side applications with - the - - Realtime API. Can be configured with the same session parameters as the - - `session.update` client event. - - - It responds with a session object, plus a `client_secret` key which - contains - - a usable ephemeral API token that can be used to authenticate browser - clients - - for the Realtime API. - operationId: create-realtime-session - tags: - - Realtime - requestBody: - description: Create an ephemeral API key with the given session configuration. - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/RealtimeSessionCreateRequest" - responses: - "200": - description: Session created successfully. - content: - application/json: - schema: - $ref: "#/components/schemas/RealtimeSessionCreateResponse" - x-oaiMeta: - name: Create session - group: realtime - returns: The created Realtime session object, plus an ephemeral key - examples: - request: - curl: | - curl -X POST https://api.openai.com/v1/realtime/sessions \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -d '{ - "model": "gpt-4o-realtime-preview-2024-12-17", - "modalities": ["audio", "text"], - "instructions": "You are a friendly assistant." - }' - response: | - { - "id": "sess_001", - "object": "realtime.session", - "model": "gpt-4o-realtime-preview-2024-12-17", - "modalities": ["audio", "text"], - "instructions": "You are a friendly assistant.", - "voice": "alloy", - "input_audio_format": "pcm16", - "output_audio_format": "pcm16", - "input_audio_transcription": { - "model": "whisper-1" - }, - "turn_detection": null, - "tools": [], - "tool_choice": "none", - "temperature": 0.7, - "max_response_output_tokens": 200, - "client_secret": { - "value": "ek_abc123", - "expires_at": 1234567890 - } - } - /threads: - post: - operationId: createThread - tags: - - Assistants - summary: Create a thread. - requestBody: - content: - application/json: - schema: - $ref: "#/components/schemas/CreateThreadRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ThreadObject" - x-oaiMeta: - name: Create thread - group: threads - beta: true - returns: A [thread](/docs/api-reference/threads) object. - examples: - - title: Empty - request: - curl: | - curl https://api.openai.com/v1/threads \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '' - python: | - from openai import OpenAI - client = OpenAI() - - empty_thread = client.beta.threads.create() - print(empty_thread) - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const emptyThread = await openai.beta.threads.create(); - - console.log(emptyThread); - } - - main(); - response: | - { - "id": "thread_abc123", - "object": "thread", - "created_at": 1699012949, - "metadata": {}, - "tool_resources": {} - } - - title: Messages - request: - curl: | - curl https://api.openai.com/v1/threads \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "messages": [{ - "role": "user", - "content": "Hello, what is AI?" - }, { - "role": "user", - "content": "How does AI work? Explain it in simple terms." - }] - }' - python: | - from openai import OpenAI - client = OpenAI() - - message_thread = client.beta.threads.create( - messages=[ - { - "role": "user", - "content": "Hello, what is AI?" - }, - { - "role": "user", - "content": "How does AI work? Explain it in simple terms." - }, - ] - ) - - print(message_thread) - node.js: >- - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const messageThread = await openai.beta.threads.create({ - messages: [ - { - role: "user", - content: "Hello, what is AI?" - }, - { - role: "user", - content: "How does AI work? Explain it in simple terms.", - }, - ], - }); - - console.log(messageThread); - } - - - main(); - response: | - { - "id": "thread_abc123", - "object": "thread", - "created_at": 1699014083, - "metadata": {}, - "tool_resources": {} - } - /threads/runs: - post: - operationId: createThreadAndRun - tags: - - Assistants - summary: Create a thread and run it in one request. - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/CreateThreadAndRunRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/RunObject" - x-oaiMeta: - name: Create thread and run - group: threads - beta: true - returns: A [run](/docs/api-reference/runs/object) object. - examples: - - title: Default - request: - curl: > - curl https://api.openai.com/v1/threads/runs \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "assistant_id": "asst_abc123", - "thread": { - "messages": [ - {"role": "user", "content": "Explain deep learning to a 5 year old."} - ] - } - }' - python: > - from openai import OpenAI - - client = OpenAI() - - - run = client.beta.threads.create_and_run( - assistant_id="asst_abc123", - thread={ - "messages": [ - {"role": "user", "content": "Explain deep learning to a 5 year old."} - ] - } - ) - - - print(run) - node.js: > - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const run = await openai.beta.threads.createAndRun({ - assistant_id: "asst_abc123", - thread: { - messages: [ - { role: "user", content: "Explain deep learning to a 5 year old." }, - ], - }, - }); - - console.log(run); - } - - - main(); - response: | - { - "id": "run_abc123", - "object": "thread.run", - "created_at": 1699076792, - "assistant_id": "asst_abc123", - "thread_id": "thread_abc123", - "status": "queued", - "started_at": null, - "expires_at": 1699077392, - "cancelled_at": null, - "failed_at": null, - "completed_at": null, - "required_action": null, - "last_error": null, - "model": "gpt-4o", - "instructions": "You are a helpful assistant.", - "tools": [], - "tool_resources": {}, - "metadata": {}, - "temperature": 1.0, - "top_p": 1.0, - "max_completion_tokens": null, - "max_prompt_tokens": null, - "truncation_strategy": { - "type": "auto", - "last_messages": null - }, - "incomplete_details": null, - "usage": null, - "response_format": "auto", - "tool_choice": "auto", - "parallel_tool_calls": true - } - - title: Streaming - request: - curl: | - curl https://api.openai.com/v1/threads/runs \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "assistant_id": "asst_123", - "thread": { - "messages": [ - {"role": "user", "content": "Hello"} - ] - }, - "stream": true - }' - python: | - from openai import OpenAI - client = OpenAI() - - stream = client.beta.threads.create_and_run( - assistant_id="asst_123", - thread={ - "messages": [ - {"role": "user", "content": "Hello"} - ] - }, - stream=True - ) - - for event in stream: - print(event) - node.js: | - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const stream = await openai.beta.threads.createAndRun({ - assistant_id: "asst_123", - thread: { - messages: [ - { role: "user", content: "Hello" }, - ], - }, - stream: true - }); - - for await (const event of stream) { - console.log(event); - } - } - - main(); - response: > - event: thread.created - - data: - {"id":"thread_123","object":"thread","created_at":1710348075,"metadata":{}} - - - event: thread.run.created - - data: - {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"tool_resources":{},"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true} - - - event: thread.run.queued - - data: - {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"tool_resources":{},"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true} - - - event: thread.run.in_progress - - data: - {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"in_progress","started_at":null,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"tool_resources":{},"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true} - - - event: thread.run.step.created - - data: - {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null} - - - event: thread.run.step.in_progress - - data: - {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null} - - - event: thread.message.created - - data: - {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[], - "metadata":{}} - - - event: thread.message.in_progress - - data: - {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[], - "metadata":{}} - - - event: thread.message.delta - - data: - {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"Hello","annotations":[]}}]}} - - - ... - - - event: thread.message.delta - - data: - {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":" - today"}}]}} - - - event: thread.message.delta - - data: - {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"?"}}]}} - - - event: thread.message.completed - - data: - {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"completed","incomplete_details":null,"incomplete_at":null,"completed_at":1710348077,"role":"assistant","content":[{"type":"text","text":{"value":"Hello! - How can I assist you today?","annotations":[]}}], "metadata":{}} - - - event: thread.run.step.completed - - data: - {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"completed","cancelled_at":null,"completed_at":1710348077,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31}} - - - event: thread.run.completed - - {"id":"run_123","object":"thread.run","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","status":"completed","started_at":1713226836,"expires_at":null,"cancelled_at":null,"failed_at":null,"completed_at":1713226837,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":{"prompt_tokens":345,"completion_tokens":11,"total_tokens":356},"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true} - - - event: done - - data: [DONE] - - title: Streaming with Functions - request: - curl: > - curl https://api.openai.com/v1/threads/runs \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "assistant_id": "asst_abc123", - "thread": { - "messages": [ - {"role": "user", "content": "What is the weather like in San Francisco?"} - ] - }, - "tools": [ - { - "type": "function", - "function": { - "name": "get_current_weather", - "description": "Get the current weather in a given location", - "parameters": { - "type": "object", - "properties": { - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA" - }, - "unit": { - "type": "string", - "enum": ["celsius", "fahrenheit"] - } - }, - "required": ["location"] - } - } - } - ], - "stream": true - }' - python: > - from openai import OpenAI - - client = OpenAI() - - - tools = [ - { - "type": "function", - "function": { - "name": "get_current_weather", - "description": "Get the current weather in a given location", - "parameters": { - "type": "object", - "properties": { - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA", - }, - "unit": {"type": "string", "enum": ["celsius", "fahrenheit"]}, - }, - "required": ["location"], - }, - } - } - ] - - - stream = client.beta.threads.create_and_run( - thread={ - "messages": [ - {"role": "user", "content": "What is the weather like in San Francisco?"} - ] - }, - assistant_id="asst_abc123", - tools=tools, - stream=True - ) - - - for event in stream: - print(event) - node.js: > - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - const tools = [ - { - "type": "function", - "function": { - "name": "get_current_weather", - "description": "Get the current weather in a given location", - "parameters": { - "type": "object", - "properties": { - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA", - }, - "unit": {"type": "string", "enum": ["celsius", "fahrenheit"]}, - }, - "required": ["location"], - }, - } - } - ]; - - - async function main() { - const stream = await openai.beta.threads.createAndRun({ - assistant_id: "asst_123", - thread: { - messages: [ - { role: "user", content: "What is the weather like in San Francisco?" }, - ], - }, - tools: tools, - stream: true - }); - - for await (const event of stream) { - console.log(event); - } - } - - - main(); - response: > - event: thread.created - - data: - {"id":"thread_123","object":"thread","created_at":1710351818,"metadata":{}} - - - event: thread.run.created - - data: - {"id":"run_123","object":"thread.run","created_at":1710351818,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710352418,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get - the current weather in a given - location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The - city and state, e.g. San Francisco, - CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} - - - event: thread.run.queued - - data: - {"id":"run_123","object":"thread.run","created_at":1710351818,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710352418,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get - the current weather in a given - location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The - city and state, e.g. San Francisco, - CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} - - - event: thread.run.in_progress - - data: - {"id":"run_123","object":"thread.run","created_at":1710351818,"assistant_id":"asst_123","thread_id":"thread_123","status":"in_progress","started_at":1710351818,"expires_at":1710352418,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get - the current weather in a given - location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The - city and state, e.g. San Francisco, - CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} - - - event: thread.run.step.created - - data: - {"id":"step_001","object":"thread.run.step","created_at":1710351819,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"tool_calls","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710352418,"failed_at":null,"last_error":null,"step_details":{"type":"tool_calls","tool_calls":[]},"usage":null} - - - event: thread.run.step.in_progress - - data: - {"id":"step_001","object":"thread.run.step","created_at":1710351819,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"tool_calls","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710352418,"failed_at":null,"last_error":null,"step_details":{"type":"tool_calls","tool_calls":[]},"usage":null} - - - event: thread.run.step.delta - - data: - {"id":"step_001","object":"thread.run.step.delta","delta":{"step_details":{"type":"tool_calls","tool_calls":[{"index":0,"id":"call_XXNp8YGaFrjrSjgqxtC8JJ1B","type":"function","function":{"name":"get_current_weather","arguments":"","output":null}}]}}} - - - event: thread.run.step.delta - - data: - {"id":"step_001","object":"thread.run.step.delta","delta":{"step_details":{"type":"tool_calls","tool_calls":[{"index":0,"type":"function","function":{"arguments":"{\""}}]}}} - - - event: thread.run.step.delta - - data: - {"id":"step_001","object":"thread.run.step.delta","delta":{"step_details":{"type":"tool_calls","tool_calls":[{"index":0,"type":"function","function":{"arguments":"location"}}]}}} - - - ... - - - event: thread.run.step.delta - - data: - {"id":"step_001","object":"thread.run.step.delta","delta":{"step_details":{"type":"tool_calls","tool_calls":[{"index":0,"type":"function","function":{"arguments":"ahrenheit"}}]}}} - - - event: thread.run.step.delta - - data: - {"id":"step_001","object":"thread.run.step.delta","delta":{"step_details":{"type":"tool_calls","tool_calls":[{"index":0,"type":"function","function":{"arguments":"\"}"}}]}}} - - - event: thread.run.requires_action - - data: - {"id":"run_123","object":"thread.run","created_at":1710351818,"assistant_id":"asst_123","thread_id":"thread_123","status":"requires_action","started_at":1710351818,"expires_at":1710352418,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":{"type":"submit_tool_outputs","submit_tool_outputs":{"tool_calls":[{"id":"call_XXNp8YGaFrjrSjgqxtC8JJ1B","type":"function","function":{"name":"get_current_weather","arguments":"{\"location\":\"San - Francisco, - CA\",\"unit\":\"fahrenheit\"}"}}]}},"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get - the current weather in a given - location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The - city and state, e.g. San Francisco, - CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":{"prompt_tokens":345,"completion_tokens":11,"total_tokens":356},"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} - - - event: done - - data: [DONE] - /threads/{thread_id}: - get: - operationId: getThread - tags: - - Assistants - summary: Retrieves a thread. - parameters: - - in: path - name: thread_id - required: true - schema: - type: string - description: The ID of the thread to retrieve. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ThreadObject" - x-oaiMeta: - name: Retrieve thread - group: threads - beta: true - returns: - The [thread](/docs/api-reference/threads/object) object matching the - specified ID. - examples: - request: - curl: | - curl https://api.openai.com/v1/threads/thread_abc123 \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" - python: | - from openai import OpenAI - client = OpenAI() - - my_thread = client.beta.threads.retrieve("thread_abc123") - print(my_thread) - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const myThread = await openai.beta.threads.retrieve( - "thread_abc123" - ); - - console.log(myThread); - } - - main(); - response: | - { - "id": "thread_abc123", - "object": "thread", - "created_at": 1699014083, - "metadata": {}, - "tool_resources": { - "code_interpreter": { - "file_ids": [] - } - } - } - post: - operationId: modifyThread - tags: - - Assistants - summary: Modifies a thread. - parameters: - - in: path - name: thread_id - required: true - schema: - type: string - description: The ID of the thread to modify. Only the `metadata` can be modified. - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/ModifyThreadRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ThreadObject" - x-oaiMeta: - name: Modify thread - group: threads - beta: true - returns: - The modified [thread](/docs/api-reference/threads/object) object - matching the specified ID. - examples: - request: - curl: | - curl https://api.openai.com/v1/threads/thread_abc123 \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "metadata": { - "modified": "true", - "user": "abc123" - } - }' - python: | - from openai import OpenAI - client = OpenAI() - - my_updated_thread = client.beta.threads.update( - "thread_abc123", - metadata={ - "modified": "true", - "user": "abc123" - } - ) - print(my_updated_thread) - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const updatedThread = await openai.beta.threads.update( - "thread_abc123", - { - metadata: { modified: "true", user: "abc123" }, - } - ); - - console.log(updatedThread); - } - - main(); - response: | - { - "id": "thread_abc123", - "object": "thread", - "created_at": 1699014083, - "metadata": { - "modified": "true", - "user": "abc123" - }, - "tool_resources": {} - } - delete: - operationId: deleteThread - tags: - - Assistants - summary: Delete a thread. - parameters: - - in: path - name: thread_id - required: true - schema: - type: string - description: The ID of the thread to delete. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/DeleteThreadResponse" - x-oaiMeta: - name: Delete thread - group: threads - beta: true - returns: Deletion status - examples: - request: - curl: | - curl https://api.openai.com/v1/threads/thread_abc123 \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" \ - -X DELETE - python: | - from openai import OpenAI - client = OpenAI() - - response = client.beta.threads.delete("thread_abc123") - print(response) - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const response = await openai.beta.threads.del("thread_abc123"); - - console.log(response); - } - main(); - response: | - { - "id": "thread_abc123", - "object": "thread.deleted", - "deleted": true - } - /threads/{thread_id}/messages: - get: - operationId: listMessages - tags: - - Assistants - summary: Returns a list of messages for a given thread. - parameters: - - in: path - name: thread_id - required: true - schema: - type: string - description: - The ID of the [thread](/docs/api-reference/threads) the messages - belong to. - - name: limit - in: query - description: > - A limit on the number of objects to be returned. Limit can range - between 1 and 100, and the default is 20. - required: false - schema: - type: integer - default: 20 - - name: order - in: query - description: > - Sort order by the `created_at` timestamp of the objects. `asc` for - ascending order and `desc` for descending order. - schema: - type: string - default: desc - enum: - - asc - - desc - - name: after - in: query - description: > - A cursor for use in pagination. `after` is an object ID that defines - your place in the list. For instance, if you make a list request and - receive 100 objects, ending with obj_foo, your subsequent call can - include after=obj_foo in order to fetch the next page of the list. - schema: - type: string - - name: before - in: query - description: > - A cursor for use in pagination. `before` is an object ID that - defines your place in the list. For instance, if you make a list - request and receive 100 objects, starting with obj_foo, your - subsequent call can include before=obj_foo in order to fetch the - previous page of the list. - schema: - type: string - - name: run_id - in: query - description: | - Filter messages by the run ID that generated them. - schema: - type: string - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ListMessagesResponse" - x-oaiMeta: - name: List messages - group: threads - beta: true - returns: A list of [message](/docs/api-reference/messages) objects. - examples: - request: - curl: | - curl https://api.openai.com/v1/threads/thread_abc123/messages \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" - python: > - from openai import OpenAI - - client = OpenAI() - - - thread_messages = - client.beta.threads.messages.list("thread_abc123") - - print(thread_messages.data) - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const threadMessages = await openai.beta.threads.messages.list( - "thread_abc123" - ); - - console.log(threadMessages.data); - } - - main(); - response: > - { - "object": "list", - "data": [ - { - "id": "msg_abc123", - "object": "thread.message", - "created_at": 1699016383, - "assistant_id": null, - "thread_id": "thread_abc123", - "run_id": null, - "role": "user", - "content": [ - { - "type": "text", - "text": { - "value": "How does AI work? Explain it in simple terms.", - "annotations": [] - } - } - ], - "attachments": [], - "metadata": {} - }, - { - "id": "msg_abc456", - "object": "thread.message", - "created_at": 1699016383, - "assistant_id": null, - "thread_id": "thread_abc123", - "run_id": null, - "role": "user", - "content": [ - { - "type": "text", - "text": { - "value": "Hello, what is AI?", - "annotations": [] - } - } - ], - "attachments": [], - "metadata": {} - } - ], - "first_id": "msg_abc123", - "last_id": "msg_abc456", - "has_more": false - } - post: - operationId: createMessage - tags: - - Assistants - summary: Create a message. - parameters: - - in: path - name: thread_id - required: true - schema: - type: string - description: - The ID of the [thread](/docs/api-reference/threads) to create a - message for. - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/CreateMessageRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/MessageObject" - x-oaiMeta: - name: Create message - group: threads - beta: true - returns: A [message](/docs/api-reference/messages/object) object. - examples: - request: - curl: | - curl https://api.openai.com/v1/threads/thread_abc123/messages \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "role": "user", - "content": "How does AI work? Explain it in simple terms." - }' - python: | - from openai import OpenAI - client = OpenAI() - - thread_message = client.beta.threads.messages.create( - "thread_abc123", - role="user", - content="How does AI work? Explain it in simple terms.", - ) - print(thread_message) - node.js: >- - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const threadMessages = await openai.beta.threads.messages.create( - "thread_abc123", - { role: "user", content: "How does AI work? Explain it in simple terms." } - ); - - console.log(threadMessages); - } - - - main(); - response: | - { - "id": "msg_abc123", - "object": "thread.message", - "created_at": 1713226573, - "assistant_id": null, - "thread_id": "thread_abc123", - "run_id": null, - "role": "user", - "content": [ - { - "type": "text", - "text": { - "value": "How does AI work? Explain it in simple terms.", - "annotations": [] - } - } - ], - "attachments": [], - "metadata": {} - } - /threads/{thread_id}/messages/{message_id}: - get: - operationId: getMessage - tags: - - Assistants - summary: Retrieve a message. - parameters: - - in: path - name: thread_id - required: true - schema: - type: string - description: - The ID of the [thread](/docs/api-reference/threads) to which this - message belongs. - - in: path - name: message_id - required: true - schema: - type: string - description: The ID of the message to retrieve. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/MessageObject" - x-oaiMeta: - name: Retrieve message - group: threads - beta: true - returns: - The [message](/docs/api-reference/messages/object) object matching the - specified ID. - examples: - request: - curl: > - curl - https://api.openai.com/v1/threads/thread_abc123/messages/msg_abc123 - \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" - python: | - from openai import OpenAI - client = OpenAI() - - message = client.beta.threads.messages.retrieve( - message_id="msg_abc123", - thread_id="thread_abc123", - ) - print(message) - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const message = await openai.beta.threads.messages.retrieve( - "thread_abc123", - "msg_abc123" - ); - - console.log(message); - } - - main(); - response: | - { - "id": "msg_abc123", - "object": "thread.message", - "created_at": 1699017614, - "assistant_id": null, - "thread_id": "thread_abc123", - "run_id": null, - "role": "user", - "content": [ - { - "type": "text", - "text": { - "value": "How does AI work? Explain it in simple terms.", - "annotations": [] - } - } - ], - "attachments": [], - "metadata": {} - } - post: - operationId: modifyMessage - tags: - - Assistants - summary: Modifies a message. - parameters: - - in: path - name: thread_id - required: true - schema: - type: string - description: The ID of the thread to which this message belongs. - - in: path - name: message_id - required: true - schema: - type: string - description: The ID of the message to modify. - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/ModifyMessageRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/MessageObject" - x-oaiMeta: - name: Modify message - group: threads - beta: true - returns: The modified [message](/docs/api-reference/messages/object) object. - examples: - request: - curl: > - curl - https://api.openai.com/v1/threads/thread_abc123/messages/msg_abc123 - \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "metadata": { - "modified": "true", - "user": "abc123" - } - }' - python: | - from openai import OpenAI - client = OpenAI() - - message = client.beta.threads.messages.update( - message_id="msg_abc12", - thread_id="thread_abc123", - metadata={ - "modified": "true", - "user": "abc123", - }, - ) - print(message) - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const message = await openai.beta.threads.messages.update( - "thread_abc123", - "msg_abc123", - { - metadata: { - modified: "true", - user: "abc123", - }, - } - }' - response: | - { - "id": "msg_abc123", - "object": "thread.message", - "created_at": 1699017614, - "assistant_id": null, - "thread_id": "thread_abc123", - "run_id": null, - "role": "user", - "content": [ - { - "type": "text", - "text": { - "value": "How does AI work? Explain it in simple terms.", - "annotations": [] - } - } - ], - "file_ids": [], - "metadata": { - "modified": "true", - "user": "abc123" - } - } - delete: - operationId: deleteMessage - tags: - - Assistants - summary: Deletes a message. - parameters: - - in: path - name: thread_id - required: true - schema: - type: string - description: The ID of the thread to which this message belongs. - - in: path - name: message_id - required: true - schema: - type: string - description: The ID of the message to delete. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/DeleteMessageResponse" - x-oaiMeta: - name: Delete message - group: threads - beta: true - returns: Deletion status - examples: - request: - curl: > - curl -X DELETE - https://api.openai.com/v1/threads/thread_abc123/messages/msg_abc123 - \ - -H "Content-Type: application/json" \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" - python: | - from openai import OpenAI - client = OpenAI() - - deleted_message = client.beta.threads.messages.delete( - message_id="msg_abc12", - thread_id="thread_abc123", - ) - print(deleted_message) - node.js: |- - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const deletedMessage = await openai.beta.threads.messages.del( - "thread_abc123", - "msg_abc123" - ); - - console.log(deletedMessage); - } - response: | - { - "id": "msg_abc123", - "object": "thread.message.deleted", - "deleted": true - } - /threads/{thread_id}/runs: - get: - operationId: listRuns - tags: - - Assistants - summary: Returns a list of runs belonging to a thread. - parameters: - - name: thread_id - in: path - required: true - schema: - type: string - description: The ID of the thread the run belongs to. - - name: limit - in: query - description: > - A limit on the number of objects to be returned. Limit can range - between 1 and 100, and the default is 20. - required: false - schema: - type: integer - default: 20 - - name: order - in: query - description: > - Sort order by the `created_at` timestamp of the objects. `asc` for - ascending order and `desc` for descending order. - schema: - type: string - default: desc - enum: - - asc - - desc - - name: after - in: query - description: > - A cursor for use in pagination. `after` is an object ID that defines - your place in the list. For instance, if you make a list request and - receive 100 objects, ending with obj_foo, your subsequent call can - include after=obj_foo in order to fetch the next page of the list. - schema: - type: string - - name: before - in: query - description: > - A cursor for use in pagination. `before` is an object ID that - defines your place in the list. For instance, if you make a list - request and receive 100 objects, starting with obj_foo, your - subsequent call can include before=obj_foo in order to fetch the - previous page of the list. - schema: - type: string - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ListRunsResponse" - x-oaiMeta: - name: List runs - group: threads - beta: true - returns: A list of [run](/docs/api-reference/runs/object) objects. - examples: - request: - curl: | - curl https://api.openai.com/v1/threads/thread_abc123/runs \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" - python: | - from openai import OpenAI - client = OpenAI() - - runs = client.beta.threads.runs.list( - "thread_abc123" - ) - - print(runs) - node.js: | - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const runs = await openai.beta.threads.runs.list( - "thread_abc123" - ); - - console.log(runs); - } - - main(); - response: | - { - "object": "list", - "data": [ - { - "id": "run_abc123", - "object": "thread.run", - "created_at": 1699075072, - "assistant_id": "asst_abc123", - "thread_id": "thread_abc123", - "status": "completed", - "started_at": 1699075072, - "expires_at": null, - "cancelled_at": null, - "failed_at": null, - "completed_at": 1699075073, - "last_error": null, - "model": "gpt-4o", - "instructions": null, - "incomplete_details": null, - "tools": [ - { - "type": "code_interpreter" - } - ], - "tool_resources": { - "code_interpreter": { - "file_ids": [ - "file-abc123", - "file-abc456" - ] - } - }, - "metadata": {}, - "usage": { - "prompt_tokens": 123, - "completion_tokens": 456, - "total_tokens": 579 - }, - "temperature": 1.0, - "top_p": 1.0, - "max_prompt_tokens": 1000, - "max_completion_tokens": 1000, - "truncation_strategy": { - "type": "auto", - "last_messages": null - }, - "response_format": "auto", - "tool_choice": "auto", - "parallel_tool_calls": true - }, - { - "id": "run_abc456", - "object": "thread.run", - "created_at": 1699063290, - "assistant_id": "asst_abc123", - "thread_id": "thread_abc123", - "status": "completed", - "started_at": 1699063290, - "expires_at": null, - "cancelled_at": null, - "failed_at": null, - "completed_at": 1699063291, - "last_error": null, - "model": "gpt-4o", - "instructions": null, - "incomplete_details": null, - "tools": [ - { - "type": "code_interpreter" - } - ], - "tool_resources": { - "code_interpreter": { - "file_ids": [ - "file-abc123", - "file-abc456" - ] - } - }, - "metadata": {}, - "usage": { - "prompt_tokens": 123, - "completion_tokens": 456, - "total_tokens": 579 - }, - "temperature": 1.0, - "top_p": 1.0, - "max_prompt_tokens": 1000, - "max_completion_tokens": 1000, - "truncation_strategy": { - "type": "auto", - "last_messages": null - }, - "response_format": "auto", - "tool_choice": "auto", - "parallel_tool_calls": true - } - ], - "first_id": "run_abc123", - "last_id": "run_abc456", - "has_more": false - } - post: - operationId: createRun - tags: - - Assistants - summary: Create a run. - parameters: - - in: path - name: thread_id - required: true - schema: - type: string - description: The ID of the thread to run. - - name: include[] - in: query - description: > - A list of additional fields to include in the response. Currently - the only supported value is - `step_details.tool_calls[*].file_search.results[*].content` to fetch - the file search result content. - - - See the [file search tool - documentation](/docs/assistants/tools/file-search#customizing-file-search-settings) - for more information. - schema: - type: array - items: - type: string - enum: - - step_details.tool_calls[*].file_search.results[*].content - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/CreateRunRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/RunObject" - x-oaiMeta: - name: Create run - group: threads - beta: true - returns: A [run](/docs/api-reference/runs/object) object. - examples: - - title: Default - request: - curl: | - curl https://api.openai.com/v1/threads/thread_abc123/runs \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "assistant_id": "asst_abc123" - }' - python: | - from openai import OpenAI - client = OpenAI() - - run = client.beta.threads.runs.create( - thread_id="thread_abc123", - assistant_id="asst_abc123" - ) - - print(run) - node.js: | - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const run = await openai.beta.threads.runs.create( - "thread_abc123", - { assistant_id: "asst_abc123" } - ); - - console.log(run); - } - - main(); - response: | - { - "id": "run_abc123", - "object": "thread.run", - "created_at": 1699063290, - "assistant_id": "asst_abc123", - "thread_id": "thread_abc123", - "status": "queued", - "started_at": 1699063290, - "expires_at": null, - "cancelled_at": null, - "failed_at": null, - "completed_at": 1699063291, - "last_error": null, - "model": "gpt-4o", - "instructions": null, - "incomplete_details": null, - "tools": [ - { - "type": "code_interpreter" - } - ], - "metadata": {}, - "usage": null, - "temperature": 1.0, - "top_p": 1.0, - "max_prompt_tokens": 1000, - "max_completion_tokens": 1000, - "truncation_strategy": { - "type": "auto", - "last_messages": null - }, - "response_format": "auto", - "tool_choice": "auto", - "parallel_tool_calls": true - } - - title: Streaming - request: - curl: | - curl https://api.openai.com/v1/threads/thread_123/runs \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "assistant_id": "asst_123", - "stream": true - }' - python: | - from openai import OpenAI - client = OpenAI() - - stream = client.beta.threads.runs.create( - thread_id="thread_123", - assistant_id="asst_123", - stream=True - ) - - for event in stream: - print(event) - node.js: | - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const stream = await openai.beta.threads.runs.create( - "thread_123", - { assistant_id: "asst_123", stream: true } - ); - - for await (const event of stream) { - console.log(event); - } - } - - main(); - response: > - event: thread.run.created - - data: - {"id":"run_123","object":"thread.run","created_at":1710330640,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710331240,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} - - - event: thread.run.queued - - data: - {"id":"run_123","object":"thread.run","created_at":1710330640,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710331240,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} - - - event: thread.run.in_progress - - data: - {"id":"run_123","object":"thread.run","created_at":1710330640,"assistant_id":"asst_123","thread_id":"thread_123","status":"in_progress","started_at":1710330641,"expires_at":1710331240,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} - - - event: thread.run.step.created - - data: - {"id":"step_001","object":"thread.run.step","created_at":1710330641,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710331240,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null} - - - event: thread.run.step.in_progress - - data: - {"id":"step_001","object":"thread.run.step","created_at":1710330641,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710331240,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null} - - - event: thread.message.created - - data: - {"id":"msg_001","object":"thread.message","created_at":1710330641,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}} - - - event: thread.message.in_progress - - data: - {"id":"msg_001","object":"thread.message","created_at":1710330641,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}} - - - event: thread.message.delta - - data: - {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"Hello","annotations":[]}}]}} - - - ... - - - event: thread.message.delta - - data: - {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":" - today"}}]}} - - - event: thread.message.delta - - data: - {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"?"}}]}} - - - event: thread.message.completed - - data: - {"id":"msg_001","object":"thread.message","created_at":1710330641,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"completed","incomplete_details":null,"incomplete_at":null,"completed_at":1710330642,"role":"assistant","content":[{"type":"text","text":{"value":"Hello! - How can I assist you today?","annotations":[]}}],"metadata":{}} - - - event: thread.run.step.completed - - data: - {"id":"step_001","object":"thread.run.step","created_at":1710330641,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"completed","cancelled_at":null,"completed_at":1710330642,"expires_at":1710331240,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31}} - - - event: thread.run.completed - - data: - {"id":"run_123","object":"thread.run","created_at":1710330640,"assistant_id":"asst_123","thread_id":"thread_123","status":"completed","started_at":1710330641,"expires_at":null,"cancelled_at":null,"failed_at":null,"completed_at":1710330642,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31},"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} - - - event: done - - data: [DONE] - - title: Streaming with Functions - request: - curl: > - curl https://api.openai.com/v1/threads/thread_abc123/runs \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "assistant_id": "asst_abc123", - "tools": [ - { - "type": "function", - "function": { - "name": "get_current_weather", - "description": "Get the current weather in a given location", - "parameters": { - "type": "object", - "properties": { - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA" - }, - "unit": { - "type": "string", - "enum": ["celsius", "fahrenheit"] - } - }, - "required": ["location"] - } - } - } - ], - "stream": true - }' - python: > - from openai import OpenAI - - client = OpenAI() - - - tools = [ - { - "type": "function", - "function": { - "name": "get_current_weather", - "description": "Get the current weather in a given location", - "parameters": { - "type": "object", - "properties": { - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA", - }, - "unit": {"type": "string", "enum": ["celsius", "fahrenheit"]}, - }, - "required": ["location"], - }, - } - } - ] - - - stream = client.beta.threads.runs.create( - thread_id="thread_abc123", - assistant_id="asst_abc123", - tools=tools, - stream=True - ) - - - for event in stream: - print(event) - node.js: > - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - const tools = [ - { - "type": "function", - "function": { - "name": "get_current_weather", - "description": "Get the current weather in a given location", - "parameters": { - "type": "object", - "properties": { - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA", - }, - "unit": {"type": "string", "enum": ["celsius", "fahrenheit"]}, - }, - "required": ["location"], - }, - } - } - ]; - - - async function main() { - const stream = await openai.beta.threads.runs.create( - "thread_abc123", - { - assistant_id: "asst_abc123", - tools: tools, - stream: true - } - ); - - for await (const event of stream) { - console.log(event); - } - } - - - main(); - response: > - event: thread.run.created - - data: - {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} - - - event: thread.run.queued - - data: - {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} - - - event: thread.run.in_progress - - data: - {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"in_progress","started_at":1710348075,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} - - - event: thread.run.step.created - - data: - {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null} - - - event: thread.run.step.in_progress - - data: - {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null} - - - event: thread.message.created - - data: - {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}} - - - event: thread.message.in_progress - - data: - {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}} - - - event: thread.message.delta - - data: - {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"Hello","annotations":[]}}]}} - - - ... - - - event: thread.message.delta - - data: - {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":" - today"}}]}} - - - event: thread.message.delta - - data: - {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"?"}}]}} - - - event: thread.message.completed - - data: - {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"completed","incomplete_details":null,"incomplete_at":null,"completed_at":1710348077,"role":"assistant","content":[{"type":"text","text":{"value":"Hello! - How can I assist you today?","annotations":[]}}],"metadata":{}} - - - event: thread.run.step.completed - - data: - {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"completed","cancelled_at":null,"completed_at":1710348077,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31}} - - - event: thread.run.completed - - data: - {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"completed","started_at":1710348075,"expires_at":null,"cancelled_at":null,"failed_at":null,"completed_at":1710348077,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31},"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} - - - event: done - - data: [DONE] - /threads/{thread_id}/runs/{run_id}: - get: - operationId: getRun - tags: - - Assistants - summary: Retrieves a run. - parameters: - - in: path - name: thread_id - required: true - schema: - type: string - description: The ID of the [thread](/docs/api-reference/threads) that was run. - - in: path - name: run_id - required: true - schema: - type: string - description: The ID of the run to retrieve. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/RunObject" - x-oaiMeta: - name: Retrieve run - group: threads - beta: true - returns: The [run](/docs/api-reference/runs/object) object matching the - specified ID. - examples: - request: - curl: > - curl - https://api.openai.com/v1/threads/thread_abc123/runs/run_abc123 \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" - python: | - from openai import OpenAI - client = OpenAI() - - run = client.beta.threads.runs.retrieve( - thread_id="thread_abc123", - run_id="run_abc123" - ) - - print(run) - node.js: | - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const run = await openai.beta.threads.runs.retrieve( - "thread_abc123", - "run_abc123" - ); - - console.log(run); - } - - main(); - response: | - { - "id": "run_abc123", - "object": "thread.run", - "created_at": 1699075072, - "assistant_id": "asst_abc123", - "thread_id": "thread_abc123", - "status": "completed", - "started_at": 1699075072, - "expires_at": null, - "cancelled_at": null, - "failed_at": null, - "completed_at": 1699075073, - "last_error": null, - "model": "gpt-4o", - "instructions": null, - "incomplete_details": null, - "tools": [ - { - "type": "code_interpreter" - } - ], - "metadata": {}, - "usage": { - "prompt_tokens": 123, - "completion_tokens": 456, - "total_tokens": 579 - }, - "temperature": 1.0, - "top_p": 1.0, - "max_prompt_tokens": 1000, - "max_completion_tokens": 1000, - "truncation_strategy": { - "type": "auto", - "last_messages": null - }, - "response_format": "auto", - "tool_choice": "auto", - "parallel_tool_calls": true - } - post: - operationId: modifyRun - tags: - - Assistants - summary: Modifies a run. - parameters: - - in: path - name: thread_id - required: true - schema: - type: string - description: The ID of the [thread](/docs/api-reference/threads) that was run. - - in: path - name: run_id - required: true - schema: - type: string - description: The ID of the run to modify. - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/ModifyRunRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/RunObject" - x-oaiMeta: - name: Modify run - group: threads - beta: true - returns: - The modified [run](/docs/api-reference/runs/object) object matching the - specified ID. - examples: - request: - curl: > - curl - https://api.openai.com/v1/threads/thread_abc123/runs/run_abc123 \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "metadata": { - "user_id": "user_abc123" - } - }' - python: | - from openai import OpenAI - client = OpenAI() - - run = client.beta.threads.runs.update( - thread_id="thread_abc123", - run_id="run_abc123", - metadata={"user_id": "user_abc123"}, - ) - - print(run) - node.js: | - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const run = await openai.beta.threads.runs.update( - "thread_abc123", - "run_abc123", - { - metadata: { - user_id: "user_abc123", - }, - } - ); - - console.log(run); - } - - main(); - response: | - { - "id": "run_abc123", - "object": "thread.run", - "created_at": 1699075072, - "assistant_id": "asst_abc123", - "thread_id": "thread_abc123", - "status": "completed", - "started_at": 1699075072, - "expires_at": null, - "cancelled_at": null, - "failed_at": null, - "completed_at": 1699075073, - "last_error": null, - "model": "gpt-4o", - "instructions": null, - "incomplete_details": null, - "tools": [ - { - "type": "code_interpreter" - } - ], - "tool_resources": { - "code_interpreter": { - "file_ids": [ - "file-abc123", - "file-abc456" - ] - } - }, - "metadata": { - "user_id": "user_abc123" - }, - "usage": { - "prompt_tokens": 123, - "completion_tokens": 456, - "total_tokens": 579 - }, - "temperature": 1.0, - "top_p": 1.0, - "max_prompt_tokens": 1000, - "max_completion_tokens": 1000, - "truncation_strategy": { - "type": "auto", - "last_messages": null - }, - "response_format": "auto", - "tool_choice": "auto", - "parallel_tool_calls": true - } - /threads/{thread_id}/runs/{run_id}/cancel: - post: - operationId: cancelRun - tags: - - Assistants - summary: Cancels a run that is `in_progress`. - parameters: - - in: path - name: thread_id - required: true - schema: - type: string - description: The ID of the thread to which this run belongs. - - in: path - name: run_id - required: true - schema: - type: string - description: The ID of the run to cancel. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/RunObject" - x-oaiMeta: - name: Cancel a run - group: threads - beta: true - returns: - The modified [run](/docs/api-reference/runs/object) object matching the - specified ID. - examples: - request: - curl: > - curl - https://api.openai.com/v1/threads/thread_abc123/runs/run_abc123/cancel - \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "OpenAI-Beta: assistants=v2" \ - -X POST - python: | - from openai import OpenAI - client = OpenAI() - - run = client.beta.threads.runs.cancel( - thread_id="thread_abc123", - run_id="run_abc123" - ) - - print(run) - node.js: | - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const run = await openai.beta.threads.runs.cancel( - "thread_abc123", - "run_abc123" - ); - - console.log(run); - } - - main(); - response: | - { - "id": "run_abc123", - "object": "thread.run", - "created_at": 1699076126, - "assistant_id": "asst_abc123", - "thread_id": "thread_abc123", - "status": "cancelling", - "started_at": 1699076126, - "expires_at": 1699076726, - "cancelled_at": null, - "failed_at": null, - "completed_at": null, - "last_error": null, - "model": "gpt-4o", - "instructions": "You summarize books.", - "tools": [ - { - "type": "file_search" - } - ], - "tool_resources": { - "file_search": { - "vector_store_ids": ["vs_123"] - } - }, - "metadata": {}, - "usage": null, - "temperature": 1.0, - "top_p": 1.0, - "response_format": "auto", - "tool_choice": "auto", - "parallel_tool_calls": true - } - /threads/{thread_id}/runs/{run_id}/steps: - get: - operationId: listRunSteps - tags: - - Assistants - summary: Returns a list of run steps belonging to a run. - parameters: - - name: thread_id - in: path - required: true - schema: - type: string - description: The ID of the thread the run and run steps belong to. - - name: run_id - in: path - required: true - schema: - type: string - description: The ID of the run the run steps belong to. - - name: limit - in: query - description: > - A limit on the number of objects to be returned. Limit can range - between 1 and 100, and the default is 20. - required: false - schema: - type: integer - default: 20 - - name: order - in: query - description: > - Sort order by the `created_at` timestamp of the objects. `asc` for - ascending order and `desc` for descending order. - schema: - type: string - default: desc - enum: - - asc - - desc - - name: after - in: query - description: > - A cursor for use in pagination. `after` is an object ID that defines - your place in the list. For instance, if you make a list request and - receive 100 objects, ending with obj_foo, your subsequent call can - include after=obj_foo in order to fetch the next page of the list. - schema: - type: string - - name: before - in: query - description: > - A cursor for use in pagination. `before` is an object ID that - defines your place in the list. For instance, if you make a list - request and receive 100 objects, starting with obj_foo, your - subsequent call can include before=obj_foo in order to fetch the - previous page of the list. - schema: - type: string - - name: include[] - in: query - description: > - A list of additional fields to include in the response. Currently - the only supported value is - `step_details.tool_calls[*].file_search.results[*].content` to fetch - the file search result content. - - - See the [file search tool - documentation](/docs/assistants/tools/file-search#customizing-file-search-settings) - for more information. - schema: - type: array - items: - type: string - enum: - - step_details.tool_calls[*].file_search.results[*].content - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ListRunStepsResponse" - x-oaiMeta: - name: List run steps - group: threads - beta: true - returns: A list of [run step](/docs/api-reference/run-steps/step-object) - objects. - examples: - request: - curl: > - curl - https://api.openai.com/v1/threads/thread_abc123/runs/run_abc123/steps - \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" - python: | - from openai import OpenAI - client = OpenAI() - - run_steps = client.beta.threads.runs.steps.list( - thread_id="thread_abc123", - run_id="run_abc123" - ) - - print(run_steps) - node.js: | - import OpenAI from "openai"; - const openai = new OpenAI(); - - async function main() { - const runStep = await openai.beta.threads.runs.steps.list( - "thread_abc123", - "run_abc123" - ); - console.log(runStep); - } - - main(); - response: | - { - "object": "list", - "data": [ - { - "id": "step_abc123", - "object": "thread.run.step", - "created_at": 1699063291, - "run_id": "run_abc123", - "assistant_id": "asst_abc123", - "thread_id": "thread_abc123", - "type": "message_creation", - "status": "completed", - "cancelled_at": null, - "completed_at": 1699063291, - "expired_at": null, - "failed_at": null, - "last_error": null, - "step_details": { - "type": "message_creation", - "message_creation": { - "message_id": "msg_abc123" - } - }, - "usage": { - "prompt_tokens": 123, - "completion_tokens": 456, - "total_tokens": 579 - } - } - ], - "first_id": "step_abc123", - "last_id": "step_abc456", - "has_more": false - } - /threads/{thread_id}/runs/{run_id}/steps/{step_id}: - get: - operationId: getRunStep - tags: - - Assistants - summary: Retrieves a run step. - parameters: - - in: path - name: thread_id - required: true - schema: - type: string - description: The ID of the thread to which the run and run step belongs. - - in: path - name: run_id - required: true - schema: - type: string - description: The ID of the run to which the run step belongs. - - in: path - name: step_id - required: true - schema: - type: string - description: The ID of the run step to retrieve. - - name: include[] - in: query - description: > - A list of additional fields to include in the response. Currently - the only supported value is - `step_details.tool_calls[*].file_search.results[*].content` to fetch - the file search result content. - - - See the [file search tool - documentation](/docs/assistants/tools/file-search#customizing-file-search-settings) - for more information. - schema: - type: array - items: - type: string - enum: - - step_details.tool_calls[*].file_search.results[*].content - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/RunStepObject" - x-oaiMeta: - name: Retrieve run step - group: threads - beta: true - returns: - The [run step](/docs/api-reference/run-steps/step-object) object - matching the specified ID. - examples: - request: - curl: > - curl - https://api.openai.com/v1/threads/thread_abc123/runs/run_abc123/steps/step_abc123 - \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" - python: | - from openai import OpenAI - client = OpenAI() - - run_step = client.beta.threads.runs.steps.retrieve( - thread_id="thread_abc123", - run_id="run_abc123", - step_id="step_abc123" - ) - - print(run_step) - node.js: | - import OpenAI from "openai"; - const openai = new OpenAI(); - - async function main() { - const runStep = await openai.beta.threads.runs.steps.retrieve( - "thread_abc123", - "run_abc123", - "step_abc123" - ); - console.log(runStep); - } - - main(); - response: | - { - "id": "step_abc123", - "object": "thread.run.step", - "created_at": 1699063291, - "run_id": "run_abc123", - "assistant_id": "asst_abc123", - "thread_id": "thread_abc123", - "type": "message_creation", - "status": "completed", - "cancelled_at": null, - "completed_at": 1699063291, - "expired_at": null, - "failed_at": null, - "last_error": null, - "step_details": { - "type": "message_creation", - "message_creation": { - "message_id": "msg_abc123" - } - }, - "usage": { - "prompt_tokens": 123, - "completion_tokens": 456, - "total_tokens": 579 - } - } - /threads/{thread_id}/runs/{run_id}/submit_tool_outputs: - post: - operationId: submitToolOuputsToRun - tags: - - Assistants - summary: > - When a run has the `status: "requires_action"` and - `required_action.type` is `submit_tool_outputs`, this endpoint can be - used to submit the outputs from the tool calls once they're all - completed. All outputs must be submitted in a single request. - parameters: - - in: path - name: thread_id - required: true - schema: - type: string - description: - The ID of the [thread](/docs/api-reference/threads) to which this - run belongs. - - in: path - name: run_id - required: true - schema: - type: string - description: The ID of the run that requires the tool output submission. - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/SubmitToolOutputsRunRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/RunObject" - x-oaiMeta: - name: Submit tool outputs to run - group: threads - beta: true - returns: - The modified [run](/docs/api-reference/runs/object) object matching the - specified ID. - examples: - - title: Default - request: - curl: > - curl - https://api.openai.com/v1/threads/thread_123/runs/run_123/submit_tool_outputs - \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "tool_outputs": [ - { - "tool_call_id": "call_001", - "output": "70 degrees and sunny." - } - ] - }' - python: | - from openai import OpenAI - client = OpenAI() - - run = client.beta.threads.runs.submit_tool_outputs( - thread_id="thread_123", - run_id="run_123", - tool_outputs=[ - { - "tool_call_id": "call_001", - "output": "70 degrees and sunny." - } - ] - ) - - print(run) - node.js: | - import OpenAI from "openai"; - - const openai = new OpenAI(); - - async function main() { - const run = await openai.beta.threads.runs.submitToolOutputs( - "thread_123", - "run_123", - { - tool_outputs: [ - { - tool_call_id: "call_001", - output: "70 degrees and sunny.", - }, - ], - } - ); - - console.log(run); - } - - main(); - response: > - { - "id": "run_123", - "object": "thread.run", - "created_at": 1699075592, - "assistant_id": "asst_123", - "thread_id": "thread_123", - "status": "queued", - "started_at": 1699075592, - "expires_at": 1699076192, - "cancelled_at": null, - "failed_at": null, - "completed_at": null, - "last_error": null, - "model": "gpt-4o", - "instructions": null, - "tools": [ - { - "type": "function", - "function": { - "name": "get_current_weather", - "description": "Get the current weather in a given location", - "parameters": { - "type": "object", - "properties": { - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA" - }, - "unit": { - "type": "string", - "enum": ["celsius", "fahrenheit"] - } - }, - "required": ["location"] - } - } - } - ], - "metadata": {}, - "usage": null, - "temperature": 1.0, - "top_p": 1.0, - "max_prompt_tokens": 1000, - "max_completion_tokens": 1000, - "truncation_strategy": { - "type": "auto", - "last_messages": null - }, - "response_format": "auto", - "tool_choice": "auto", - "parallel_tool_calls": true - } - - title: Streaming - request: - curl: > - curl - https://api.openai.com/v1/threads/thread_123/runs/run_123/submit_tool_outputs - \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "tool_outputs": [ - { - "tool_call_id": "call_001", - "output": "70 degrees and sunny." - } - ], - "stream": true - }' - python: | - from openai import OpenAI - client = OpenAI() - - stream = client.beta.threads.runs.submit_tool_outputs( - thread_id="thread_123", - run_id="run_123", - tool_outputs=[ - { - "tool_call_id": "call_001", - "output": "70 degrees and sunny." - } - ], - stream=True - ) - - for event in stream: - print(event) - node.js: > - import OpenAI from "openai"; - - - const openai = new OpenAI(); - - - async function main() { - const stream = await openai.beta.threads.runs.submitToolOutputs( - "thread_123", - "run_123", - { - tool_outputs: [ - { - tool_call_id: "call_001", - output: "70 degrees and sunny.", - }, - ], - } - ); - - for await (const event of stream) { - console.log(event); - } - } - - - main(); - response: > - event: thread.run.step.completed - - data: - {"id":"step_001","object":"thread.run.step","created_at":1710352449,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"tool_calls","status":"completed","cancelled_at":null,"completed_at":1710352475,"expires_at":1710353047,"failed_at":null,"last_error":null,"step_details":{"type":"tool_calls","tool_calls":[{"id":"call_iWr0kQ2EaYMaxNdl0v3KYkx7","type":"function","function":{"name":"get_current_weather","arguments":"{\"location\":\"San - Francisco, CA\",\"unit\":\"fahrenheit\"}","output":"70 degrees and - sunny."}}]},"usage":{"prompt_tokens":291,"completion_tokens":24,"total_tokens":315}} - - - event: thread.run.queued - - data: - {"id":"run_123","object":"thread.run","created_at":1710352447,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":1710352448,"expires_at":1710353047,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get - the current weather in a given - location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The - city and state, e.g. San Francisco, - CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} - - - event: thread.run.in_progress - - data: - {"id":"run_123","object":"thread.run","created_at":1710352447,"assistant_id":"asst_123","thread_id":"thread_123","status":"in_progress","started_at":1710352475,"expires_at":1710353047,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get - the current weather in a given - location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The - city and state, e.g. San Francisco, - CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} - - - event: thread.run.step.created - - data: - {"id":"step_002","object":"thread.run.step","created_at":1710352476,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710353047,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_002"}},"usage":null} - - - event: thread.run.step.in_progress - - data: - {"id":"step_002","object":"thread.run.step","created_at":1710352476,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710353047,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_002"}},"usage":null} - - - event: thread.message.created - - data: - {"id":"msg_002","object":"thread.message","created_at":1710352476,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}} - - - event: thread.message.in_progress - - data: - {"id":"msg_002","object":"thread.message","created_at":1710352476,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}} - - - event: thread.message.delta - - data: - {"id":"msg_002","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"The","annotations":[]}}]}} - - - event: thread.message.delta - - data: - {"id":"msg_002","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":" - current"}}]}} - - - event: thread.message.delta - - data: - {"id":"msg_002","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":" - weather"}}]}} - - - ... - - - event: thread.message.delta - - data: - {"id":"msg_002","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":" - sunny"}}]}} - - - event: thread.message.delta - - data: - {"id":"msg_002","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"."}}]}} - - - event: thread.message.completed - - data: - {"id":"msg_002","object":"thread.message","created_at":1710352476,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"completed","incomplete_details":null,"incomplete_at":null,"completed_at":1710352477,"role":"assistant","content":[{"type":"text","text":{"value":"The - current weather in San Francisco, CA is 70 degrees Fahrenheit and - sunny.","annotations":[]}}],"metadata":{}} - - - event: thread.run.step.completed - - data: - {"id":"step_002","object":"thread.run.step","created_at":1710352476,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"completed","cancelled_at":null,"completed_at":1710352477,"expires_at":1710353047,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_002"}},"usage":{"prompt_tokens":329,"completion_tokens":18,"total_tokens":347}} - - - event: thread.run.completed - - data: - {"id":"run_123","object":"thread.run","created_at":1710352447,"assistant_id":"asst_123","thread_id":"thread_123","status":"completed","started_at":1710352475,"expires_at":null,"cancelled_at":null,"failed_at":null,"completed_at":1710352477,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get - the current weather in a given - location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The - city and state, e.g. San Francisco, - CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31},"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}} - - - event: done - - data: [DONE] - /uploads: - post: - operationId: createUpload - tags: - - Uploads - summary: > - Creates an intermediate [Upload](/docs/api-reference/uploads/object) - object that you can add [Parts](/docs/api-reference/uploads/part-object) - to. Currently, an Upload can accept at most 8 GB in total and expires - after an hour after you create it. - - - Once you complete the Upload, we will create a - [File](/docs/api-reference/files/object) object that contains all the - parts you uploaded. This File is usable in the rest of our platform as a - regular File object. - - - For certain `purpose`s, the correct `mime_type` must be specified. - Please refer to documentation for the supported MIME types for your use - case: - - - [Assistants](/docs/assistants/tools/file-search#supported-files) - - - For guidance on the proper filename extensions for each purpose, please - follow the documentation on [creating a - File](/docs/api-reference/files/create). - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/CreateUploadRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/Upload" - x-oaiMeta: - name: Create upload - group: uploads - returns: - The [Upload](/docs/api-reference/uploads/object) object with status - `pending`. - examples: - request: - curl: | - curl https://api.openai.com/v1/uploads \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -d '{ - "purpose": "fine-tune", - "filename": "training_examples.jsonl", - "bytes": 2147483648, - "mime_type": "text/jsonl" - }' - response: | - { - "id": "upload_abc123", - "object": "upload", - "bytes": 2147483648, - "created_at": 1719184911, - "filename": "training_examples.jsonl", - "purpose": "fine-tune", - "status": "pending", - "expires_at": 1719127296 - } - /uploads/{upload_id}/cancel: - post: - operationId: cancelUpload - tags: - - Uploads - summary: | - Cancels the Upload. No Parts may be added after an Upload is cancelled. - parameters: - - in: path - name: upload_id - required: true - schema: - type: string - example: upload_abc123 - description: | - The ID of the Upload. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/Upload" - x-oaiMeta: - name: Cancel upload - group: uploads - returns: - The [Upload](/docs/api-reference/uploads/object) object with status - `cancelled`. - examples: - request: - curl: | - curl https://api.openai.com/v1/uploads/upload_abc123/cancel - response: | - { - "id": "upload_abc123", - "object": "upload", - "bytes": 2147483648, - "created_at": 1719184911, - "filename": "training_examples.jsonl", - "purpose": "fine-tune", - "status": "cancelled", - "expires_at": 1719127296 - } - /uploads/{upload_id}/complete: - post: - operationId: completeUpload - tags: - - Uploads - summary: > - Completes the [Upload](/docs/api-reference/uploads/object). - - - Within the returned Upload object, there is a nested - [File](/docs/api-reference/files/object) object that is ready to use in - the rest of the platform. - - - You can specify the order of the Parts by passing in an ordered list of - the Part IDs. - - - The number of bytes uploaded upon completion must match the number of - bytes initially specified when creating the Upload object. No Parts may - be added after an Upload is completed. - parameters: - - in: path - name: upload_id - required: true - schema: - type: string - example: upload_abc123 - description: | - The ID of the Upload. - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/CompleteUploadRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/Upload" - x-oaiMeta: - name: Complete upload - group: uploads - returns: - The [Upload](/docs/api-reference/uploads/object) object with status - `completed` with an additional `file` property containing the created - usable File object. - examples: - request: - curl: | - curl https://api.openai.com/v1/uploads/upload_abc123/complete - -d '{ - "part_ids": ["part_def456", "part_ghi789"] - }' - response: | - { - "id": "upload_abc123", - "object": "upload", - "bytes": 2147483648, - "created_at": 1719184911, - "filename": "training_examples.jsonl", - "purpose": "fine-tune", - "status": "completed", - "expires_at": 1719127296, - "file": { - "id": "file-xyz321", - "object": "file", - "bytes": 2147483648, - "created_at": 1719186911, - "filename": "training_examples.jsonl", - "purpose": "fine-tune", - } - } - /uploads/{upload_id}/parts: - post: - operationId: addUploadPart - tags: - - Uploads - summary: > - Adds a [Part](/docs/api-reference/uploads/part-object) to an - [Upload](/docs/api-reference/uploads/object) object. A Part represents a - chunk of bytes from the file you are trying to upload. - - - Each Part can be at most 64 MB, and you can add Parts until you hit the - Upload maximum of 8 GB. - - - It is possible to add multiple Parts in parallel. You can decide the - intended order of the Parts when you [complete the - Upload](/docs/api-reference/uploads/complete). - parameters: - - in: path - name: upload_id - required: true - schema: - type: string - example: upload_abc123 - description: | - The ID of the Upload. - requestBody: - required: true - content: - multipart/form-data: - schema: - $ref: "#/components/schemas/AddUploadPartRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/UploadPart" - x-oaiMeta: - name: Add upload part - group: uploads - returns: The upload [Part](/docs/api-reference/uploads/part-object) object. - examples: - request: - curl: | - curl https://api.openai.com/v1/uploads/upload_abc123/parts - -F data="aHR0cHM6Ly9hcGkub3BlbmFpLmNvbS92MS91cGxvYWRz..." - response: | - { - "id": "part_def456", - "object": "upload.part", - "created_at": 1719185911, - "upload_id": "upload_abc123" - } - /vector_stores: - get: - operationId: listVectorStores - tags: - - Vector stores - summary: Returns a list of vector stores. - parameters: - - name: limit - in: query - description: > - A limit on the number of objects to be returned. Limit can range - between 1 and 100, and the default is 20. - required: false - schema: - type: integer - default: 20 - - name: order - in: query - description: > - Sort order by the `created_at` timestamp of the objects. `asc` for - ascending order and `desc` for descending order. - schema: - type: string - default: desc - enum: - - asc - - desc - - name: after - in: query - description: > - A cursor for use in pagination. `after` is an object ID that defines - your place in the list. For instance, if you make a list request and - receive 100 objects, ending with obj_foo, your subsequent call can - include after=obj_foo in order to fetch the next page of the list. - schema: - type: string - - name: before - in: query - description: > - A cursor for use in pagination. `before` is an object ID that - defines your place in the list. For instance, if you make a list - request and receive 100 objects, starting with obj_foo, your - subsequent call can include before=obj_foo in order to fetch the - previous page of the list. - schema: - type: string - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ListVectorStoresResponse" - x-oaiMeta: - name: List vector stores - group: vector_stores - beta: true - returns: - A list of [vector store](/docs/api-reference/vector-stores/object) - objects. - examples: - request: - curl: | - curl https://api.openai.com/v1/vector_stores \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" - python: | - from openai import OpenAI - client = OpenAI() - - vector_stores = client.beta.vector_stores.list() - print(vector_stores) - node.js: | - import OpenAI from "openai"; - const openai = new OpenAI(); - - async function main() { - const vectorStores = await openai.beta.vectorStores.list(); - console.log(vectorStores); - } - - main(); - response: | - { - "object": "list", - "data": [ - { - "id": "vs_abc123", - "object": "vector_store", - "created_at": 1699061776, - "name": "Support FAQ", - "bytes": 139920, - "file_counts": { - "in_progress": 0, - "completed": 3, - "failed": 0, - "cancelled": 0, - "total": 3 - } - }, - { - "id": "vs_abc456", - "object": "vector_store", - "created_at": 1699061776, - "name": "Support FAQ v2", - "bytes": 139920, - "file_counts": { - "in_progress": 0, - "completed": 3, - "failed": 0, - "cancelled": 0, - "total": 3 - } - } - ], - "first_id": "vs_abc123", - "last_id": "vs_abc456", - "has_more": false - } - post: - operationId: createVectorStore - tags: - - Vector stores - summary: Create a vector store. - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/CreateVectorStoreRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/VectorStoreObject" - x-oaiMeta: - name: Create vector store - group: vector_stores - beta: true - returns: A [vector store](/docs/api-reference/vector-stores/object) object. - examples: - request: - curl: | - curl https://api.openai.com/v1/vector_stores \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" - -d '{ - "name": "Support FAQ" - }' - python: | - from openai import OpenAI - client = OpenAI() - - vector_store = client.beta.vector_stores.create( - name="Support FAQ" - ) - print(vector_store) - node.js: | - import OpenAI from "openai"; - const openai = new OpenAI(); - - async function main() { - const vectorStore = await openai.beta.vectorStores.create({ - name: "Support FAQ" - }); - console.log(vectorStore); - } - - main(); - response: | - { - "id": "vs_abc123", - "object": "vector_store", - "created_at": 1699061776, - "name": "Support FAQ", - "bytes": 139920, - "file_counts": { - "in_progress": 0, - "completed": 3, - "failed": 0, - "cancelled": 0, - "total": 3 - } - } - /vector_stores/{vector_store_id}: - get: - operationId: getVectorStore - tags: - - Vector stores - summary: Retrieves a vector store. - parameters: - - in: path - name: vector_store_id - required: true - schema: - type: string - description: The ID of the vector store to retrieve. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/VectorStoreObject" - x-oaiMeta: - name: Retrieve vector store - group: vector_stores - beta: true - returns: - The [vector store](/docs/api-reference/vector-stores/object) object - matching the specified ID. - examples: - request: - curl: | - curl https://api.openai.com/v1/vector_stores/vs_abc123 \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" - python: | - from openai import OpenAI - client = OpenAI() - - vector_store = client.beta.vector_stores.retrieve( - vector_store_id="vs_abc123" - ) - print(vector_store) - node.js: | - import OpenAI from "openai"; - const openai = new OpenAI(); - - async function main() { - const vectorStore = await openai.beta.vectorStores.retrieve( - "vs_abc123" - ); - console.log(vectorStore); - } - - main(); - response: | - { - "id": "vs_abc123", - "object": "vector_store", - "created_at": 1699061776 - } - post: - operationId: modifyVectorStore - tags: - - Vector stores - summary: Modifies a vector store. - parameters: - - in: path - name: vector_store_id - required: true - schema: - type: string - description: The ID of the vector store to modify. - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/UpdateVectorStoreRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/VectorStoreObject" - x-oaiMeta: - name: Modify vector store - group: vector_stores - beta: true - returns: - The modified [vector store](/docs/api-reference/vector-stores/object) - object. - examples: - request: - curl: | - curl https://api.openai.com/v1/vector_stores/vs_abc123 \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" - -d '{ - "name": "Support FAQ" - }' - python: | - from openai import OpenAI - client = OpenAI() - - vector_store = client.beta.vector_stores.update( - vector_store_id="vs_abc123", - name="Support FAQ" - ) - print(vector_store) - node.js: | - import OpenAI from "openai"; - const openai = new OpenAI(); - - async function main() { - const vectorStore = await openai.beta.vectorStores.update( - "vs_abc123", - { - name: "Support FAQ" - } - ); - console.log(vectorStore); - } - - main(); - response: | - { - "id": "vs_abc123", - "object": "vector_store", - "created_at": 1699061776, - "name": "Support FAQ", - "bytes": 139920, - "file_counts": { - "in_progress": 0, - "completed": 3, - "failed": 0, - "cancelled": 0, - "total": 3 - } - } - delete: - operationId: deleteVectorStore - tags: - - Vector stores - summary: Delete a vector store. - parameters: - - in: path - name: vector_store_id - required: true - schema: - type: string - description: The ID of the vector store to delete. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/DeleteVectorStoreResponse" - x-oaiMeta: - name: Delete vector store - group: vector_stores - beta: true - returns: Deletion status - examples: - request: - curl: | - curl https://api.openai.com/v1/vector_stores/vs_abc123 \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" \ - -X DELETE - python: | - from openai import OpenAI - client = OpenAI() - - deleted_vector_store = client.beta.vector_stores.delete( - vector_store_id="vs_abc123" - ) - print(deleted_vector_store) - node.js: | - import OpenAI from "openai"; - const openai = new OpenAI(); - - async function main() { - const deletedVectorStore = await openai.beta.vectorStores.del( - "vs_abc123" - ); - console.log(deletedVectorStore); - } - - main(); - response: | - { - id: "vs_abc123", - object: "vector_store.deleted", - deleted: true - } - /vector_stores/{vector_store_id}/file_batches: - post: - operationId: createVectorStoreFileBatch - tags: - - Vector stores - summary: Create a vector store file batch. - parameters: - - in: path - name: vector_store_id - required: true - schema: - type: string - example: vs_abc123 - description: | - The ID of the vector store for which to create a File Batch. - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/CreateVectorStoreFileBatchRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/VectorStoreFileBatchObject" - x-oaiMeta: - name: Create vector store file batch - group: vector_stores - beta: true - returns: A [vector store file - batch](/docs/api-reference/vector-stores-file-batches/batch-object) - object. - examples: - request: - curl: > - curl - https://api.openai.com/v1/vector_stores/vs_abc123/file_batches \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "file_ids": ["file-abc123", "file-abc456"] - }' - python: > - from openai import OpenAI - - client = OpenAI() - - - vector_store_file_batch = - client.beta.vector_stores.file_batches.create( - vector_store_id="vs_abc123", - file_ids=["file-abc123", "file-abc456"] - ) - - print(vector_store_file_batch) - node.js: > - import OpenAI from "openai"; - - const openai = new OpenAI(); - - - async function main() { - const myVectorStoreFileBatch = await openai.beta.vectorStores.fileBatches.create( - "vs_abc123", - { - file_ids: ["file-abc123", "file-abc456"] - } - ); - console.log(myVectorStoreFileBatch); - } - - - main(); - response: | - { - "id": "vsfb_abc123", - "object": "vector_store.file_batch", - "created_at": 1699061776, - "vector_store_id": "vs_abc123", - "status": "in_progress", - "file_counts": { - "in_progress": 1, - "completed": 1, - "failed": 0, - "cancelled": 0, - "total": 0, - } - } - /vector_stores/{vector_store_id}/file_batches/{batch_id}: - get: - operationId: getVectorStoreFileBatch - tags: - - Vector stores - summary: Retrieves a vector store file batch. - parameters: - - in: path - name: vector_store_id - required: true - schema: - type: string - example: vs_abc123 - description: The ID of the vector store that the file batch belongs to. - - in: path - name: batch_id - required: true - schema: - type: string - example: vsfb_abc123 - description: The ID of the file batch being retrieved. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/VectorStoreFileBatchObject" - x-oaiMeta: - name: Retrieve vector store file batch - group: vector_stores - beta: true - returns: The [vector store file - batch](/docs/api-reference/vector-stores-file-batches/batch-object) - object. - examples: - request: - curl: > - curl - https://api.openai.com/v1/vector_stores/vs_abc123/files_batches/vsfb_abc123 - \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" - python: > - from openai import OpenAI - - client = OpenAI() - - - vector_store_file_batch = - client.beta.vector_stores.file_batches.retrieve( - vector_store_id="vs_abc123", - batch_id="vsfb_abc123" - ) - - print(vector_store_file_batch) - node.js: > - import OpenAI from "openai"; - - const openai = new OpenAI(); - - - async function main() { - const vectorStoreFileBatch = await openai.beta.vectorStores.fileBatches.retrieve( - "vs_abc123", - "vsfb_abc123" - ); - console.log(vectorStoreFileBatch); - } - - - main(); - response: | - { - "id": "vsfb_abc123", - "object": "vector_store.file_batch", - "created_at": 1699061776, - "vector_store_id": "vs_abc123", - "status": "in_progress", - "file_counts": { - "in_progress": 1, - "completed": 1, - "failed": 0, - "cancelled": 0, - "total": 0, - } - } - /vector_stores/{vector_store_id}/file_batches/{batch_id}/cancel: - post: - operationId: cancelVectorStoreFileBatch - tags: - - Vector stores - summary: Cancel a vector store file batch. This attempts to cancel the - processing of files in this batch as soon as possible. - parameters: - - in: path - name: vector_store_id - required: true - schema: - type: string - description: The ID of the vector store that the file batch belongs to. - - in: path - name: batch_id - required: true - schema: - type: string - description: The ID of the file batch to cancel. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/VectorStoreFileBatchObject" - x-oaiMeta: - name: Cancel vector store file batch - group: vector_stores - beta: true - returns: The modified vector store file batch object. - examples: - request: - curl: > - curl - https://api.openai.com/v1/vector_stores/vs_abc123/files_batches/vsfb_abc123/cancel - \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" \ - -X POST - python: > - from openai import OpenAI - - client = OpenAI() - - - deleted_vector_store_file_batch = - client.beta.vector_stores.file_batches.cancel( - vector_store_id="vs_abc123", - file_batch_id="vsfb_abc123" - ) - - print(deleted_vector_store_file_batch) - node.js: > - import OpenAI from "openai"; - - const openai = new OpenAI(); - - - async function main() { - const deletedVectorStoreFileBatch = await openai.vector_stores.fileBatches.cancel( - "vs_abc123", - "vsfb_abc123" - ); - console.log(deletedVectorStoreFileBatch); - } - - - main(); - response: | - { - "id": "vsfb_abc123", - "object": "vector_store.file_batch", - "created_at": 1699061776, - "vector_store_id": "vs_abc123", - "status": "in_progress", - "file_counts": { - "in_progress": 12, - "completed": 3, - "failed": 0, - "cancelled": 0, - "total": 15, - } - } - /vector_stores/{vector_store_id}/file_batches/{batch_id}/files: - get: - operationId: listFilesInVectorStoreBatch - tags: - - Vector stores - summary: Returns a list of vector store files in a batch. - parameters: - - name: vector_store_id - in: path - description: The ID of the vector store that the files belong to. - required: true - schema: - type: string - - name: batch_id - in: path - description: The ID of the file batch that the files belong to. - required: true - schema: - type: string - - name: limit - in: query - description: > - A limit on the number of objects to be returned. Limit can range - between 1 and 100, and the default is 20. - required: false - schema: - type: integer - default: 20 - - name: order - in: query - description: > - Sort order by the `created_at` timestamp of the objects. `asc` for - ascending order and `desc` for descending order. - schema: - type: string - default: desc - enum: - - asc - - desc - - name: after - in: query - description: > - A cursor for use in pagination. `after` is an object ID that defines - your place in the list. For instance, if you make a list request and - receive 100 objects, ending with obj_foo, your subsequent call can - include after=obj_foo in order to fetch the next page of the list. - schema: - type: string - - name: before - in: query - description: > - A cursor for use in pagination. `before` is an object ID that - defines your place in the list. For instance, if you make a list - request and receive 100 objects, starting with obj_foo, your - subsequent call can include before=obj_foo in order to fetch the - previous page of the list. - schema: - type: string - - name: filter - in: query - description: - Filter by file status. One of `in_progress`, `completed`, `failed`, - `cancelled`. - schema: - type: string - enum: - - in_progress - - completed - - failed - - cancelled - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ListVectorStoreFilesResponse" - x-oaiMeta: - name: List vector store files in a batch - group: vector_stores - beta: true - returns: A list of [vector store - file](/docs/api-reference/vector-stores-files/file-object) objects. - examples: - request: - curl: > - curl - https://api.openai.com/v1/vector_stores/vs_abc123/files_batches/vsfb_abc123/files - \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" - python: > - from openai import OpenAI - - client = OpenAI() - - - vector_store_files = - client.beta.vector_stores.file_batches.list_files( - vector_store_id="vs_abc123", - batch_id="vsfb_abc123" - ) - - print(vector_store_files) - node.js: > - import OpenAI from "openai"; - - const openai = new OpenAI(); - - - async function main() { - const vectorStoreFiles = await openai.beta.vectorStores.fileBatches.listFiles( - "vs_abc123", - "vsfb_abc123" - ); - console.log(vectorStoreFiles); - } - - - main(); - response: | - { - "object": "list", - "data": [ - { - "id": "file-abc123", - "object": "vector_store.file", - "created_at": 1699061776, - "vector_store_id": "vs_abc123" - }, - { - "id": "file-abc456", - "object": "vector_store.file", - "created_at": 1699061776, - "vector_store_id": "vs_abc123" - } - ], - "first_id": "file-abc123", - "last_id": "file-abc456", - "has_more": false - } - /vector_stores/{vector_store_id}/files: - get: - operationId: listVectorStoreFiles - tags: - - Vector stores - summary: Returns a list of vector store files. - parameters: - - name: vector_store_id - in: path - description: The ID of the vector store that the files belong to. - required: true - schema: - type: string - - name: limit - in: query - description: > - A limit on the number of objects to be returned. Limit can range - between 1 and 100, and the default is 20. - required: false - schema: - type: integer - default: 20 - - name: order - in: query - description: > - Sort order by the `created_at` timestamp of the objects. `asc` for - ascending order and `desc` for descending order. - schema: - type: string - default: desc - enum: - - asc - - desc - - name: after - in: query - description: > - A cursor for use in pagination. `after` is an object ID that defines - your place in the list. For instance, if you make a list request and - receive 100 objects, ending with obj_foo, your subsequent call can - include after=obj_foo in order to fetch the next page of the list. - schema: - type: string - - name: before - in: query - description: > - A cursor for use in pagination. `before` is an object ID that - defines your place in the list. For instance, if you make a list - request and receive 100 objects, starting with obj_foo, your - subsequent call can include before=obj_foo in order to fetch the - previous page of the list. - schema: - type: string - - name: filter - in: query - description: - Filter by file status. One of `in_progress`, `completed`, `failed`, - `cancelled`. - schema: - type: string - enum: - - in_progress - - completed - - failed - - cancelled - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/ListVectorStoreFilesResponse" - x-oaiMeta: - name: List vector store files - group: vector_stores - beta: true - returns: A list of [vector store - file](/docs/api-reference/vector-stores-files/file-object) objects. - examples: - request: - curl: | - curl https://api.openai.com/v1/vector_stores/vs_abc123/files \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" - python: | - from openai import OpenAI - client = OpenAI() - - vector_store_files = client.beta.vector_stores.files.list( - vector_store_id="vs_abc123" - ) - print(vector_store_files) - node.js: > - import OpenAI from "openai"; - - const openai = new OpenAI(); - - - async function main() { - const vectorStoreFiles = await openai.beta.vectorStores.files.list( - "vs_abc123" - ); - console.log(vectorStoreFiles); - } - - - main(); - response: | - { - "object": "list", - "data": [ - { - "id": "file-abc123", - "object": "vector_store.file", - "created_at": 1699061776, - "vector_store_id": "vs_abc123" - }, - { - "id": "file-abc456", - "object": "vector_store.file", - "created_at": 1699061776, - "vector_store_id": "vs_abc123" - } - ], - "first_id": "file-abc123", - "last_id": "file-abc456", - "has_more": false - } - post: - operationId: createVectorStoreFile - tags: - - Vector stores - summary: Create a vector store file by attaching a - [File](/docs/api-reference/files) to a [vector - store](/docs/api-reference/vector-stores/object). - parameters: - - in: path - name: vector_store_id - required: true - schema: - type: string - example: vs_abc123 - description: | - The ID of the vector store for which to create a File. - requestBody: - required: true - content: - application/json: - schema: - $ref: "#/components/schemas/CreateVectorStoreFileRequest" - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/VectorStoreFileObject" - x-oaiMeta: - name: Create vector store file - group: vector_stores - beta: true - returns: A [vector store - file](/docs/api-reference/vector-stores-files/file-object) object. - examples: - request: - curl: | - curl https://api.openai.com/v1/vector_stores/vs_abc123/files \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" \ - -d '{ - "file_id": "file-abc123" - }' - python: | - from openai import OpenAI - client = OpenAI() - - vector_store_file = client.beta.vector_stores.files.create( - vector_store_id="vs_abc123", - file_id="file-abc123" - ) - print(vector_store_file) - node.js: > - import OpenAI from "openai"; - - const openai = new OpenAI(); - - - async function main() { - const myVectorStoreFile = await openai.beta.vectorStores.files.create( - "vs_abc123", - { - file_id: "file-abc123" - } - ); - console.log(myVectorStoreFile); - } - - - main(); - response: | - { - "id": "file-abc123", - "object": "vector_store.file", - "created_at": 1699061776, - "usage_bytes": 1234, - "vector_store_id": "vs_abcd", - "status": "completed", - "last_error": null - } - /vector_stores/{vector_store_id}/files/{file_id}: - get: - operationId: getVectorStoreFile - tags: - - Vector stores - summary: Retrieves a vector store file. - parameters: - - in: path - name: vector_store_id - required: true - schema: - type: string - example: vs_abc123 - description: The ID of the vector store that the file belongs to. - - in: path - name: file_id - required: true - schema: - type: string - example: file-abc123 - description: The ID of the file being retrieved. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/VectorStoreFileObject" - x-oaiMeta: - name: Retrieve vector store file - group: vector_stores - beta: true - returns: The [vector store - file](/docs/api-reference/vector-stores-files/file-object) object. - examples: - request: - curl: > - curl - https://api.openai.com/v1/vector_stores/vs_abc123/files/file-abc123 - \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" - python: | - from openai import OpenAI - client = OpenAI() - - vector_store_file = client.beta.vector_stores.files.retrieve( - vector_store_id="vs_abc123", - file_id="file-abc123" - ) - print(vector_store_file) - node.js: > - import OpenAI from "openai"; - - const openai = new OpenAI(); - - - async function main() { - const vectorStoreFile = await openai.beta.vectorStores.files.retrieve( - "vs_abc123", - "file-abc123" - ); - console.log(vectorStoreFile); - } - - - main(); - response: | - { - "id": "file-abc123", - "object": "vector_store.file", - "created_at": 1699061776, - "vector_store_id": "vs_abcd", - "status": "completed", - "last_error": null - } - delete: - operationId: deleteVectorStoreFile - tags: - - Vector stores - summary: - Delete a vector store file. This will remove the file from the vector - store but the file itself will not be deleted. To delete the file, use - the [delete file](/docs/api-reference/files/delete) endpoint. - parameters: - - in: path - name: vector_store_id - required: true - schema: - type: string - description: The ID of the vector store that the file belongs to. - - in: path - name: file_id - required: true - schema: - type: string - description: The ID of the file to delete. - responses: - "200": - description: OK - content: - application/json: - schema: - $ref: "#/components/schemas/DeleteVectorStoreFileResponse" - x-oaiMeta: - name: Delete vector store file - group: vector_stores - beta: true - returns: Deletion status - examples: - request: - curl: > - curl - https://api.openai.com/v1/vector_stores/vs_abc123/files/file-abc123 - \ - -H "Authorization: Bearer $OPENAI_API_KEY" \ - -H "Content-Type: application/json" \ - -H "OpenAI-Beta: assistants=v2" \ - -X DELETE - python: > - from openai import OpenAI - - client = OpenAI() - - - deleted_vector_store_file = - client.beta.vector_stores.files.delete( - vector_store_id="vs_abc123", - file_id="file-abc123" - ) - - print(deleted_vector_store_file) - node.js: > - import OpenAI from "openai"; - - const openai = new OpenAI(); - - - async function main() { - const deletedVectorStoreFile = await openai.beta.vectorStores.files.del( - "vs_abc123", - "file-abc123" - ); - console.log(deletedVectorStoreFile); - } - - - main(); - response: | - { - id: "file-abc123", - object: "vector_store.file.deleted", - deleted: true - } -components: - schemas: - AddUploadPartRequest: - type: object - additionalProperties: false - properties: - data: - description: | - The chunk of bytes for this Part. - type: string - format: binary - required: - - data - AdminApiKey: - type: object - properties: - object: - type: string - example: organization.admin_api_key - id: - type: string - example: key_abc - name: - type: string - example: Administration Key - redacted_value: - type: string - example: sk-admin...def - value: - type: string - example: sk-admin-1234abcd - created_at: - type: integer - format: int64 - example: 1711471533 - owner: - type: object - properties: - type: - type: string - example: service_account - id: - type: string - example: sa_456 - name: - type: string - example: My Service Account - created_at: - type: integer - format: int64 - example: 1711471533 - role: - type: string - example: member - ApiKeyList: - type: object - properties: - object: - type: string - example: list - data: - type: array - items: - $ref: "#/components/schemas/AdminApiKey" - has_more: - type: boolean - example: false - first_id: - type: string - example: key_abc - last_id: - type: string - example: key_xyz - AssistantObject: - type: object - title: Assistant - description: Represents an `assistant` that can call the model and use tools. - properties: - id: - description: The identifier, which can be referenced in API endpoints. - type: string - object: - description: The object type, which is always `assistant`. - type: string - enum: - - assistant - x-stainless-const: true - created_at: - description: The Unix timestamp (in seconds) for when the assistant was created. - type: integer - name: - description: | - The name of the assistant. The maximum length is 256 characters. - type: string - maxLength: 256 - nullable: true - description: - description: > - The description of the assistant. The maximum length is 512 - characters. - type: string - maxLength: 512 - nullable: true - model: - description: > - ID of the model to use. You can use the [List - models](/docs/api-reference/models/list) API to see all of your - available models, or see our [Model overview](/docs/models) for - descriptions of them. - type: string - instructions: - description: > - The system instructions that the assistant uses. The maximum length - is 256,000 characters. - type: string - maxLength: 256000 - nullable: true - tools: - description: > - A list of tool enabled on the assistant. There can be a maximum of - 128 tools per assistant. Tools can be of types `code_interpreter`, - `file_search`, or `function`. - default: [] - type: array - maxItems: 128 - items: - oneOf: - - $ref: "#/components/schemas/AssistantToolsCode" - - $ref: "#/components/schemas/AssistantToolsFileSearch" - - $ref: "#/components/schemas/AssistantToolsFunction" - x-oaiExpandable: true - tool_resources: - type: object - description: > - A set of resources that are used by the assistant's tools. The - resources are specific to the type of tool. For example, the - `code_interpreter` tool requires a list of file IDs, while the - `file_search` tool requires a list of vector store IDs. - properties: - code_interpreter: - type: object - properties: - file_ids: - type: array - description: > - A list of [file](/docs/api-reference/files) IDs made - available to the `code_interpreter`` tool. There can be a - maximum of 20 files associated with the tool. - default: [] - maxItems: 20 - items: - type: string - file_search: - type: object - properties: - vector_store_ids: - type: array - description: > - The ID of the [vector - store](/docs/api-reference/vector-stores/object) attached to - this assistant. There can be a maximum of 1 vector store - attached to the assistant. - maxItems: 1 - items: - type: string - nullable: true - metadata: - $ref: "#/components/schemas/Metadata" - temperature: - description: > - What sampling temperature to use, between 0 and 2. Higher values - like 0.8 will make the output more random, while lower values like - 0.2 will make it more focused and deterministic. - type: number - minimum: 0 - maximum: 2 - default: 1 - example: 1 - nullable: true - top_p: - type: number - minimum: 0 - maximum: 1 - default: 1 - example: 1 - nullable: true - description: > - An alternative to sampling with temperature, called nucleus - sampling, where the model considers the results of the tokens with - top_p probability mass. So 0.1 means only the tokens comprising the - top 10% probability mass are considered. - - - We generally recommend altering this or temperature but not both. - response_format: - allOf: - - $ref: "#/components/schemas/AssistantsApiResponseFormatOption" - - nullable: true - required: - - id - - object - - created_at - - name - - description - - model - - instructions - - tools - - metadata - x-oaiMeta: - name: The assistant object - beta: true - example: > - { - "id": "asst_abc123", - "object": "assistant", - "created_at": 1698984975, - "name": "Math Tutor", - "description": null, - "model": "gpt-4o", - "instructions": "You are a personal math tutor. When asked a question, write and run Python code to answer the question.", - "tools": [ - { - "type": "code_interpreter" - } - ], - "metadata": {}, - "top_p": 1.0, - "temperature": 1.0, - "response_format": "auto" - } - AssistantStreamEvent: - description: > - Represents an event emitted when streaming a Run. - - - Each event in a server-sent events stream has an `event` and `data` - property: - - - ``` - - event: thread.created - - data: {"id": "thread_123", "object": "thread", ...} - - ``` - - - We emit events whenever a new object is created, transitions to a new - state, or is being - - streamed in parts (deltas). For example, we emit `thread.run.created` - when a new run - - is created, `thread.run.completed` when a run completes, and so on. When - an Assistant chooses - - to create a message during a run, we emit a `thread.message.created - event`, a - - `thread.message.in_progress` event, many `thread.message.delta` events, - and finally a - - `thread.message.completed` event. - - - We may add additional events over time, so we recommend handling unknown - events gracefully - - in your code. See the [Assistants API - quickstart](/docs/assistants/overview) to learn how to - - integrate the Assistants API with streaming. - oneOf: - - $ref: "#/components/schemas/ThreadStreamEvent" - - $ref: "#/components/schemas/RunStreamEvent" - - $ref: "#/components/schemas/RunStepStreamEvent" - - $ref: "#/components/schemas/MessageStreamEvent" - - $ref: "#/components/schemas/ErrorEvent" - - $ref: "#/components/schemas/DoneEvent" - x-oaiMeta: - name: Assistant stream events - beta: true - AssistantToolsCode: - type: object - title: Code interpreter tool - properties: - type: - type: string - description: "The type of tool being defined: `code_interpreter`" - enum: - - code_interpreter - x-stainless-const: true - required: - - type - AssistantToolsFileSearch: - type: object - title: FileSearch tool - properties: - type: - type: string - description: "The type of tool being defined: `file_search`" - enum: - - file_search - x-stainless-const: true - file_search: - type: object - description: Overrides for the file search tool. - properties: - max_num_results: - type: integer - minimum: 1 - maximum: 50 - description: > - The maximum number of results the file search tool should - output. The default is 20 for `gpt-4*` models and 5 for - `gpt-3.5-turbo`. This number should be between 1 and 50 - inclusive. - - - Note that the file search tool may output fewer than - `max_num_results` results. See the [file search tool - documentation](/docs/assistants/tools/file-search#customizing-file-search-settings) - for more information. - ranking_options: - $ref: "#/components/schemas/FileSearchRankingOptions" - required: - - type - AssistantToolsFileSearchTypeOnly: - type: object - title: FileSearch tool - properties: - type: - type: string - description: "The type of tool being defined: `file_search`" - enum: - - file_search - x-stainless-const: true - required: - - type - AssistantToolsFunction: - type: object - title: Function tool - properties: - type: - type: string - description: "The type of tool being defined: `function`" - enum: - - function - x-stainless-const: true - function: - $ref: "#/components/schemas/FunctionObject" - required: - - type - - function - AssistantsApiResponseFormatOption: - description: > - Specifies the format that the model must output. Compatible with - [GPT-4o](/docs/models#gpt-4o), [GPT-4 - Turbo](/docs/models#gpt-4-turbo-and-gpt-4), and all GPT-3.5 Turbo models - since `gpt-3.5-turbo-1106`. - - - Setting to `{ "type": "json_schema", "json_schema": {...} }` enables - Structured Outputs which ensures the model will match your supplied JSON - schema. Learn more in the [Structured Outputs - guide](/docs/guides/structured-outputs). - - - Setting to `{ "type": "json_object" }` enables JSON mode, which ensures - the message the model generates is valid JSON. - - - **Important:** when using JSON mode, you **must** also instruct the - model to produce JSON yourself via a system or user message. Without - this, the model may generate an unending stream of whitespace until the - generation reaches the token limit, resulting in a long-running and - seemingly "stuck" request. Also note that the message content may be - partially cut off if `finish_reason="length"`, which indicates the - generation exceeded `max_tokens` or the conversation exceeded the max - context length. - oneOf: - - type: string - description: | - `auto` is the default value - enum: - - auto - x-stainless-const: true - - $ref: "#/components/schemas/ResponseFormatText" - - $ref: "#/components/schemas/ResponseFormatJsonObject" - - $ref: "#/components/schemas/ResponseFormatJsonSchema" - x-oaiExpandable: true - AssistantsApiToolChoiceOption: - description: > - Controls which (if any) tool is called by the model. - - `none` means the model will not call any tools and instead generates a - message. - - `auto` is the default value and means the model can pick between - generating a message or calling one or more tools. - - `required` means the model must call one or more tools before responding - to the user. - - Specifying a particular tool like `{"type": "file_search"}` or `{"type": - "function", "function": {"name": "my_function"}}` forces the model to - call that tool. - oneOf: - - type: string - description: > - `none` means the model will not call any tools and instead generates - a message. `auto` means the model can pick between generating a - message or calling one or more tools. `required` means the model - must call one or more tools before responding to the user. - enum: - - none - - auto - - required - - $ref: "#/components/schemas/AssistantsNamedToolChoice" - x-oaiExpandable: true - AssistantsNamedToolChoice: - type: object - description: - Specifies a tool the model should use. Use to force the model to - call a specific tool. - properties: - type: - type: string - enum: - - function - - code_interpreter - - file_search - description: - The type of the tool. If type is `function`, the function name must - be set - function: - type: object - properties: - name: - type: string - description: The name of the function to call. - required: - - name - required: - - type - AudioResponseFormat: - description: > - The format of the output, in one of these options: `json`, `text`, - `srt`, `verbose_json`, or `vtt`. - type: string - enum: - - json - - text - - srt - - verbose_json - - vtt - default: json - AuditLog: - type: object - description: A log of a user action or configuration change within this organization. - properties: - id: - type: string - description: The ID of this log. - type: - $ref: "#/components/schemas/AuditLogEventType" - effective_at: - type: integer - description: The Unix timestamp (in seconds) of the event. - project: - type: object - description: - The project that the action was scoped to. Absent for actions not - scoped to projects. - properties: - id: - type: string - description: The project ID. - name: - type: string - description: The project title. - actor: - $ref: "#/components/schemas/AuditLogActor" - api_key.created: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The tracking ID of the API key. - data: - type: object - description: The payload used to create the API key. - properties: - scopes: - type: array - items: - type: string - description: A list of scopes allowed for the API key, e.g. - `["api.model.request"]` - api_key.updated: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The tracking ID of the API key. - changes_requested: - type: object - description: The payload used to update the API key. - properties: - scopes: - type: array - items: - type: string - description: A list of scopes allowed for the API key, e.g. - `["api.model.request"]` - api_key.deleted: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The tracking ID of the API key. - invite.sent: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The ID of the invite. - data: - type: object - description: The payload used to create the invite. - properties: - email: - type: string - description: The email invited to the organization. - role: - type: string - description: - The role the email was invited to be. Is either `owner` or - `member`. - invite.accepted: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The ID of the invite. - invite.deleted: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The ID of the invite. - login.failed: - type: object - description: The details for events with this `type`. - properties: - error_code: - type: string - description: The error code of the failure. - error_message: - type: string - description: The error message of the failure. - logout.failed: - type: object - description: The details for events with this `type`. - properties: - error_code: - type: string - description: The error code of the failure. - error_message: - type: string - description: The error message of the failure. - organization.updated: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The organization ID. - changes_requested: - type: object - description: The payload used to update the organization settings. - properties: - title: - type: string - description: The organization title. - description: - type: string - description: The organization description. - name: - type: string - description: The organization name. - settings: - type: object - properties: - threads_ui_visibility: - type: string - description: - Visibility of the threads page which shows messages created with - the Assistants API and Playground. One of `ANY_ROLE`, - `OWNERS`, or `NONE`. - usage_dashboard_visibility: - type: string - description: - Visibility of the usage dashboard which shows activity and costs - for your organization. One of `ANY_ROLE` or `OWNERS`. - project.created: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The project ID. - data: - type: object - description: The payload used to create the project. - properties: - name: - type: string - description: The project name. - title: - type: string - description: The title of the project as seen on the dashboard. - project.updated: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The project ID. - changes_requested: - type: object - description: The payload used to update the project. - properties: - title: - type: string - description: The title of the project as seen on the dashboard. - project.archived: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The project ID. - rate_limit.updated: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The rate limit ID - changes_requested: - type: object - description: The payload used to update the rate limits. - properties: - max_requests_per_1_minute: - type: integer - description: The maximum requests per minute. - max_tokens_per_1_minute: - type: integer - description: The maximum tokens per minute. - max_images_per_1_minute: - type: integer - description: The maximum images per minute. Only relevant for certain models. - max_audio_megabytes_per_1_minute: - type: integer - description: - The maximum audio megabytes per minute. Only relevant for certain - models. - max_requests_per_1_day: - type: integer - description: The maximum requests per day. Only relevant for certain models. - batch_1_day_max_input_tokens: - type: integer - description: - The maximum batch input tokens per day. Only relevant for certain - models. - rate_limit.deleted: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The rate limit ID - service_account.created: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The service account ID. - data: - type: object - description: The payload used to create the service account. - properties: - role: - type: string - description: The role of the service account. Is either `owner` or `member`. - service_account.updated: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The service account ID. - changes_requested: - type: object - description: The payload used to updated the service account. - properties: - role: - type: string - description: The role of the service account. Is either `owner` or `member`. - service_account.deleted: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The service account ID. - user.added: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The user ID. - data: - type: object - description: The payload used to add the user to the project. - properties: - role: - type: string - description: The role of the user. Is either `owner` or `member`. - user.updated: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The project ID. - changes_requested: - type: object - description: The payload used to update the user. - properties: - role: - type: string - description: The role of the user. Is either `owner` or `member`. - user.deleted: - type: object - description: The details for events with this `type`. - properties: - id: - type: string - description: The user ID. - required: - - id - - type - - effective_at - - actor - x-oaiMeta: - name: The audit log object - example: > - { - "id": "req_xxx_20240101", - "type": "api_key.created", - "effective_at": 1720804090, - "actor": { - "type": "session", - "session": { - "user": { - "id": "user-xxx", - "email": "user@example.com" - }, - "ip_address": "127.0.0.1", - "user_agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" - } - }, - "api_key.created": { - "id": "key_xxxx", - "data": { - "scopes": ["resource.operation"] - } - } - } - AuditLogActor: - type: object - description: The actor who performed the audit logged action. - properties: - type: - type: string - description: The type of actor. Is either `session` or `api_key`. - enum: - - session - - api_key - session: - $ref: "#/components/schemas/AuditLogActorSession" - api_key: - $ref: "#/components/schemas/AuditLogActorApiKey" - AuditLogActorApiKey: - type: object - description: The API Key used to perform the audit logged action. - properties: - id: - type: string - description: The tracking id of the API key. - type: - type: string - description: The type of API key. Can be either `user` or `service_account`. - enum: - - user - - service_account - user: - $ref: "#/components/schemas/AuditLogActorUser" - service_account: - $ref: "#/components/schemas/AuditLogActorServiceAccount" - AuditLogActorServiceAccount: - type: object - description: The service account that performed the audit logged action. - properties: - id: - type: string - description: The service account id. - AuditLogActorSession: - type: object - description: The session in which the audit logged action was performed. - properties: - user: - $ref: "#/components/schemas/AuditLogActorUser" - ip_address: - type: string - description: The IP address from which the action was performed. - AuditLogActorUser: - type: object - description: The user who performed the audit logged action. - properties: - id: - type: string - description: The user id. - email: - type: string - description: The user email. - AuditLogEventType: - type: string - description: The event type. - x-oaiExpandable: true - enum: - - api_key.created - - api_key.updated - - api_key.deleted - - invite.sent - - invite.accepted - - invite.deleted - - login.succeeded - - login.failed - - logout.succeeded - - logout.failed - - organization.updated - - project.created - - project.updated - - project.archived - - service_account.created - - service_account.updated - - service_account.deleted - - rate_limit.updated - - rate_limit.deleted - - user.added - - user.updated - - user.deleted - AutoChunkingStrategyRequestParam: - type: object - title: Auto Chunking Strategy - description: The default strategy. This strategy currently uses a - `max_chunk_size_tokens` of `800` and `chunk_overlap_tokens` of `400`. - additionalProperties: false - properties: - type: - type: string - description: Always `auto`. - enum: - - auto - x-stainless-const: true - required: - - type - Batch: - type: object - properties: - id: - type: string - object: - type: string - enum: - - batch - description: The object type, which is always `batch`. - x-stainless-const: true - endpoint: - type: string - description: The OpenAI API endpoint used by the batch. - errors: - type: object - properties: - object: - type: string - description: The object type, which is always `list`. - data: - type: array - items: - type: object - properties: - code: - type: string - description: An error code identifying the error type. - message: - type: string - description: A human-readable message providing more details about the error. - param: - type: string - description: The name of the parameter that caused the error, if applicable. - nullable: true - line: - type: integer - description: - The line number of the input file where the error occurred, if - applicable. - nullable: true - input_file_id: - type: string - description: The ID of the input file for the batch. - completion_window: - type: string - description: The time frame within which the batch should be processed. - status: - type: string - description: The current status of the batch. - enum: - - validating - - failed - - in_progress - - finalizing - - completed - - expired - - cancelling - - cancelled - output_file_id: - type: string - description: - The ID of the file containing the outputs of successfully executed - requests. - error_file_id: - type: string - description: The ID of the file containing the outputs of requests with errors. - created_at: - type: integer - description: The Unix timestamp (in seconds) for when the batch was created. - in_progress_at: - type: integer - description: - The Unix timestamp (in seconds) for when the batch started - processing. - expires_at: - type: integer - description: The Unix timestamp (in seconds) for when the batch will expire. - finalizing_at: - type: integer - description: - The Unix timestamp (in seconds) for when the batch started - finalizing. - completed_at: - type: integer - description: The Unix timestamp (in seconds) for when the batch was completed. - failed_at: - type: integer - description: The Unix timestamp (in seconds) for when the batch failed. - expired_at: - type: integer - description: The Unix timestamp (in seconds) for when the batch expired. - cancelling_at: - type: integer - description: - The Unix timestamp (in seconds) for when the batch started - cancelling. - cancelled_at: - type: integer - description: The Unix timestamp (in seconds) for when the batch was cancelled. - request_counts: - type: object - properties: - total: - type: integer - description: Total number of requests in the batch. - completed: - type: integer - description: Number of requests that have been completed successfully. - failed: - type: integer - description: Number of requests that have failed. - required: - - total - - completed - - failed - description: The request counts for different statuses within the batch. - metadata: - $ref: "#/components/schemas/Metadata" - required: - - id - - object - - endpoint - - input_file_id - - completion_window - - status - - created_at - x-oaiMeta: - name: The batch object - example: | - { - "id": "batch_abc123", - "object": "batch", - "endpoint": "/v1/completions", - "errors": null, - "input_file_id": "file-abc123", - "completion_window": "24h", - "status": "completed", - "output_file_id": "file-cvaTdG", - "error_file_id": "file-HOWS94", - "created_at": 1711471533, - "in_progress_at": 1711471538, - "expires_at": 1711557933, - "finalizing_at": 1711493133, - "completed_at": 1711493163, - "failed_at": null, - "expired_at": null, - "cancelling_at": null, - "cancelled_at": null, - "request_counts": { - "total": 100, - "completed": 95, - "failed": 5 - }, - "metadata": { - "customer_id": "user_123456789", - "batch_description": "Nightly eval job", - } - } - BatchRequestInput: - type: object - description: The per-line object of the batch input file - properties: - custom_id: - type: string - description: - A developer-provided per-request id that will be used to match - outputs to inputs. Must be unique for each request in a batch. - method: - type: string - enum: - - POST - description: - The HTTP method to be used for the request. Currently only `POST` - is supported. - x-stainless-const: true - url: - type: string - description: - The OpenAI API relative URL to be used for the request. Currently - `/v1/chat/completions`, `/v1/embeddings`, and `/v1/completions` are - supported. - x-oaiMeta: - name: The request input object - example: > - {"custom_id": "request-1", "method": "POST", "url": - "/v1/chat/completions", "body": {"model": "gpt-4o-mini", "messages": - [{"role": "system", "content": "You are a helpful assistant."}, - {"role": "user", "content": "What is 2+2?"}]}} - BatchRequestOutput: - type: object - description: The per-line object of the batch output and error files - properties: - id: - type: string - custom_id: - type: string - description: - A developer-provided per-request id that will be used to match - outputs to inputs. - response: - type: object - nullable: true - properties: - status_code: - type: integer - description: The HTTP status code of the response - request_id: - type: string - description: - An unique identifier for the OpenAI API request. Please include - this request ID when contacting support. - body: - type: object - x-oaiTypeLabel: map - description: The JSON body of the response - error: - type: object - nullable: true - description: - For requests that failed with a non-HTTP error, this will contain - more information on the cause of the failure. - properties: - code: - type: string - description: A machine-readable error code. - message: - type: string - description: A human-readable error message. - x-oaiMeta: - name: The request output object - example: > - {"id": "batch_req_wnaDys", "custom_id": "request-2", "response": - {"status_code": 200, "request_id": "req_c187b3", "body": {"id": - "chatcmpl-9758Iw", "object": "chat.completion", "created": 1711475054, - "model": "gpt-4o-mini", "choices": [{"index": 0, "message": {"role": - "assistant", "content": "2 + 2 equals 4."}, "finish_reason": "stop"}], - "usage": {"prompt_tokens": 24, "completion_tokens": 15, - "total_tokens": 39}, "system_fingerprint": null}}, "error": null} - CancelUploadRequest: - type: object - additionalProperties: false - ChatCompletionFunctionCallOption: - type: object - description: > - Specifying a particular function via `{"name": "my_function"}` forces - the model to call that function. - properties: - name: - type: string - description: The name of the function to call. - required: - - name - ChatCompletionFunctions: - type: object - deprecated: true - properties: - description: - type: string - description: - A description of what the function does, used by the model to - choose when and how to call the function. - name: - type: string - description: - The name of the function to be called. Must be a-z, A-Z, 0-9, or - contain underscores and dashes, with a maximum length of 64. - parameters: - $ref: "#/components/schemas/FunctionParameters" - required: - - name - ChatCompletionMessageToolCall: - type: object - properties: - id: - type: string - description: The ID of the tool call. - type: - type: string - enum: - - function - description: The type of the tool. Currently, only `function` is supported. - x-stainless-const: true - function: - type: object - description: The function that the model called. - properties: - name: - type: string - description: The name of the function to call. - arguments: - type: string - description: - The arguments to call the function with, as generated by the model - in JSON format. Note that the model does not always generate - valid JSON, and may hallucinate parameters not defined by your - function schema. Validate the arguments in your code before - calling your function. - required: - - name - - arguments - required: - - id - - type - - function - ChatCompletionMessageToolCallChunk: - type: object - properties: - index: - type: integer - id: - type: string - description: The ID of the tool call. - type: - type: string - enum: - - function - description: The type of the tool. Currently, only `function` is supported. - x-stainless-const: true - function: - type: object - properties: - name: - type: string - description: The name of the function to call. - arguments: - type: string - description: - The arguments to call the function with, as generated by the model - in JSON format. Note that the model does not always generate - valid JSON, and may hallucinate parameters not defined by your - function schema. Validate the arguments in your code before - calling your function. - required: - - index - ChatCompletionMessageToolCalls: - type: array - description: The tool calls generated by the model, such as function calls. - items: - $ref: "#/components/schemas/ChatCompletionMessageToolCall" - ChatCompletionModalities: - type: array - nullable: true - description: > - Output types that you would like the model to generate for this request. - - Most models are capable of generating text, which is the default: - - - `["text"]` - - - The `gpt-4o-audio-preview` model can also be used to [generate - audio](/docs/guides/audio). To - - request that this model generate both text and audio responses, you can - - use: - - - `["text", "audio"]` - items: - type: string - enum: - - text - - audio - ChatCompletionNamedToolChoice: - type: object - description: - Specifies a tool the model should use. Use to force the model to - call a specific function. - properties: - type: - type: string - enum: - - function - description: The type of the tool. Currently, only `function` is supported. - x-stainless-const: true - function: - type: object - properties: - name: - type: string - description: The name of the function to call. - required: - - name - required: - - type - - function - ChatCompletionRequestAssistantMessage: - type: object - title: Assistant message - description: | - Messages sent by the model in response to user messages. - properties: - content: - x-oaiExpandable: true - nullable: true - oneOf: - - type: string - description: The contents of the assistant message. - title: Text content - - type: array - description: - An array of content parts with a defined type. Can be one or more - of type `text`, or exactly one of type `refusal`. - title: Array of content parts - items: - $ref: "#/components/schemas/ChatCompletionRequestAssistantMessageContentPart" - minItems: 1 - description: > - The contents of the assistant message. Required unless `tool_calls` - or `function_call` is specified. - refusal: - nullable: true - type: string - description: The refusal message by the assistant. - role: - type: string - enum: - - assistant - description: The role of the messages author, in this case `assistant`. - x-stainless-const: true - name: - type: string - description: An optional name for the participant. Provides the model - information to differentiate between participants of the same role. - audio: - type: object - nullable: true - x-oaiExpandable: true - description: | - Data about a previous audio response from the model. - [Learn more](/docs/guides/audio). - required: - - id - properties: - id: - type: string - description: | - Unique identifier for a previous audio response from the model. - tool_calls: - $ref: "#/components/schemas/ChatCompletionMessageToolCalls" - function_call: - type: object - deprecated: true - description: - Deprecated and replaced by `tool_calls`. The name and arguments of - a function that should be called, as generated by the model. - nullable: true - properties: - arguments: - type: string - description: - The arguments to call the function with, as generated by the model - in JSON format. Note that the model does not always generate - valid JSON, and may hallucinate parameters not defined by your - function schema. Validate the arguments in your code before - calling your function. - name: - type: string - description: The name of the function to call. - required: - - arguments - - name - required: - - role - ChatCompletionRequestAssistantMessageContentPart: - oneOf: - - $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartText" - - $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartRefusal" - x-oaiExpandable: true - ChatCompletionRequestDeveloperMessage: - type: object - title: Developer message - description: > - Developer-provided instructions that the model should follow, regardless - of - - messages sent by the user. With o1 models and newer, `developer` - messages - - replace the previous `system` messages. - properties: - content: - description: The contents of the developer message. - oneOf: - - type: string - description: The contents of the developer message. - title: Text content - - type: array - description: - An array of content parts with a defined type. For developer - messages, only type `text` is supported. - title: Array of content parts - items: - $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartText" - minItems: 1 - role: - type: string - enum: - - developer - description: The role of the messages author, in this case `developer`. - x-stainless-const: true - name: - type: string - description: An optional name for the participant. Provides the model - information to differentiate between participants of the same role. - required: - - content - - role - ChatCompletionRequestFunctionMessage: - type: object - title: Function message - deprecated: true - properties: - role: - type: string - enum: - - function - description: The role of the messages author, in this case `function`. - x-stainless-const: true - content: - nullable: true - type: string - description: The contents of the function message. - name: - type: string - description: The name of the function to call. - required: - - role - - content - - name - ChatCompletionRequestMessage: - oneOf: - - $ref: "#/components/schemas/ChatCompletionRequestDeveloperMessage" - - $ref: "#/components/schemas/ChatCompletionRequestSystemMessage" - - $ref: "#/components/schemas/ChatCompletionRequestUserMessage" - - $ref: "#/components/schemas/ChatCompletionRequestAssistantMessage" - - $ref: "#/components/schemas/ChatCompletionRequestToolMessage" - - $ref: "#/components/schemas/ChatCompletionRequestFunctionMessage" - x-oaiExpandable: true - ChatCompletionRequestMessageContentPartAudio: - type: object - title: Audio content part - description: | - Learn about [audio inputs](/docs/guides/audio). - properties: - type: - type: string - enum: - - input_audio - description: The type of the content part. Always `input_audio`. - x-stainless-const: true - input_audio: - type: object - properties: - data: - type: string - description: Base64 encoded audio data. - format: - type: string - enum: - - wav - - mp3 - description: > - The format of the encoded audio data. Currently supports "wav" - and "mp3". - required: - - data - - format - required: - - type - - input_audio - ChatCompletionRequestMessageContentPartImage: - type: object - title: Image content part - description: | - Learn about [image inputs](/docs/guides/vision). - properties: - type: - type: string - enum: - - image_url - description: The type of the content part. - x-stainless-const: true - image_url: - type: object - properties: - url: - type: string - description: Either a URL of the image or the base64 encoded image data. - format: uri - detail: - type: string - description: - Specifies the detail level of the image. Learn more in the [Vision - guide](/docs/guides/vision#low-or-high-fidelity-image-understanding). - enum: - - auto - - low - - high - default: auto - required: - - url - required: - - type - - image_url - ChatCompletionRequestMessageContentPartRefusal: - type: object - title: Refusal content part - properties: - type: - type: string - enum: - - refusal - description: The type of the content part. - x-stainless-const: true - refusal: - type: string - description: The refusal message generated by the model. - required: - - type - - refusal - ChatCompletionRequestMessageContentPartText: - type: object - title: Text content part - description: | - Learn about [text inputs](/docs/guides/text-generation). - properties: - type: - type: string - enum: - - text - description: The type of the content part. - x-stainless-const: true - text: - type: string - description: The text content. - required: - - type - - text - ChatCompletionRequestSystemMessage: - type: object - title: System message - description: > - Developer-provided instructions that the model should follow, regardless - of - - messages sent by the user. With o1 models and newer, use `developer` - messages - - for this purpose instead. - properties: - content: - description: The contents of the system message. - oneOf: - - type: string - description: The contents of the system message. - title: Text content - - type: array - description: - An array of content parts with a defined type. For system messages, - only type `text` is supported. - title: Array of content parts - items: - $ref: "#/components/schemas/ChatCompletionRequestSystemMessageContentPart" - minItems: 1 - role: - type: string - enum: - - system - description: The role of the messages author, in this case `system`. - x-stainless-const: true - name: - type: string - description: An optional name for the participant. Provides the model - information to differentiate between participants of the same role. - required: - - content - - role - ChatCompletionRequestSystemMessageContentPart: - oneOf: - - $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartText" - x-oaiExpandable: true - ChatCompletionRequestToolMessage: - type: object - title: Tool message - properties: - role: - type: string - enum: - - tool - description: The role of the messages author, in this case `tool`. - x-stainless-const: true - content: - oneOf: - - type: string - description: The contents of the tool message. - title: Text content - - type: array - description: - An array of content parts with a defined type. For tool messages, - only type `text` is supported. - title: Array of content parts - items: - $ref: "#/components/schemas/ChatCompletionRequestToolMessageContentPart" - minItems: 1 - description: The contents of the tool message. - tool_call_id: - type: string - description: Tool call that this message is responding to. - required: - - role - - content - - tool_call_id - ChatCompletionRequestToolMessageContentPart: - oneOf: - - $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartText" - x-oaiExpandable: true - ChatCompletionRequestUserMessage: - type: object - title: User message - description: | - Messages sent by an end user, containing prompts or additional context - information. - properties: - content: - description: | - The contents of the user message. - oneOf: - - type: string - description: The text contents of the message. - title: Text content - - type: array - description: - An array of content parts with a defined type. Supported options - differ based on the [model](/docs/models) being used to generate - the response. Can contain text, image, or audio inputs. - title: Array of content parts - items: - $ref: "#/components/schemas/ChatCompletionRequestUserMessageContentPart" - minItems: 1 - x-oaiExpandable: true - role: - type: string - enum: - - user - description: The role of the messages author, in this case `user`. - x-stainless-const: true - name: - type: string - description: An optional name for the participant. Provides the model - information to differentiate between participants of the same role. - required: - - content - - role - ChatCompletionRequestUserMessageContentPart: - oneOf: - - $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartText" - - $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartImage" - - $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartAudio" - x-oaiExpandable: true - ChatCompletionResponseMessage: - type: object - description: A chat completion message generated by the model. - properties: - content: - type: string - description: The contents of the message. - nullable: true - refusal: - type: string - description: The refusal message generated by the model. - nullable: true - tool_calls: - $ref: "#/components/schemas/ChatCompletionMessageToolCalls" - role: - type: string - enum: - - assistant - description: The role of the author of this message. - x-stainless-const: true - function_call: - type: object - deprecated: true - description: - Deprecated and replaced by `tool_calls`. The name and arguments of - a function that should be called, as generated by the model. - properties: - arguments: - type: string - description: - The arguments to call the function with, as generated by the model - in JSON format. Note that the model does not always generate - valid JSON, and may hallucinate parameters not defined by your - function schema. Validate the arguments in your code before - calling your function. - name: - type: string - description: The name of the function to call. - required: - - name - - arguments - audio: - type: object - nullable: true - description: > - If the audio output modality is requested, this object contains data - - about the audio response from the model. [Learn - more](/docs/guides/audio). - x-oaiExpandable: true - required: - - id - - expires_at - - data - - transcript - properties: - id: - type: string - description: Unique identifier for this audio response. - expires_at: - type: integer - description: > - The Unix timestamp (in seconds) for when this audio response - will - - no longer be accessible on the server for use in multi-turn - - conversations. - data: - type: string - description: | - Base64 encoded audio bytes generated by the model, in the format - specified in the request. - transcript: - type: string - description: Transcript of the audio generated by the model. - required: - - role - - content - - refusal - ChatCompletionRole: - type: string - description: The role of the author of a message - enum: - - developer - - system - - user - - assistant - - tool - - function - ChatCompletionStreamOptions: - description: > - Options for streaming response. Only set this when you set `stream: - true`. - type: object - nullable: true - default: null - properties: - include_usage: - type: boolean - description: > - If set, an additional chunk will be streamed before the `data: - [DONE]` message. The `usage` field on this chunk shows the token - usage statistics for the entire request, and the `choices` field - will always be an empty array. All other chunks will also include a - `usage` field, but with a null value. - ChatCompletionStreamResponseDelta: - type: object - description: A chat completion delta generated by streamed model responses. - properties: - content: - type: string - description: The contents of the chunk message. - nullable: true - function_call: - deprecated: true - type: object - description: - Deprecated and replaced by `tool_calls`. The name and arguments of - a function that should be called, as generated by the model. - properties: - arguments: - type: string - description: - The arguments to call the function with, as generated by the model - in JSON format. Note that the model does not always generate - valid JSON, and may hallucinate parameters not defined by your - function schema. Validate the arguments in your code before - calling your function. - name: - type: string - description: The name of the function to call. - tool_calls: - type: array - items: - $ref: "#/components/schemas/ChatCompletionMessageToolCallChunk" - role: - type: string - enum: - - developer - - system - - user - - assistant - - tool - description: The role of the author of this message. - refusal: - type: string - description: The refusal message generated by the model. - nullable: true - ChatCompletionTokenLogprob: - type: object - properties: - token: &a1 - description: The token. - type: string - logprob: &a2 - description: - The log probability of this token, if it is within the top 20 most - likely tokens. Otherwise, the value `-9999.0` is used to signify - that the token is very unlikely. - type: number - bytes: &a3 - description: - A list of integers representing the UTF-8 bytes representation of - the token. Useful in instances where characters are represented by - multiple tokens and their byte representations must be combined to - generate the correct text representation. Can be `null` if there is - no bytes representation for the token. - type: array - items: - type: integer - nullable: true - top_logprobs: - description: - List of the most likely tokens and their log probability, at this - token position. In rare cases, there may be fewer than the number of - requested `top_logprobs` returned. - type: array - items: - type: object - properties: - token: *a1 - logprob: *a2 - bytes: *a3 - required: - - token - - logprob - - bytes - required: - - token - - logprob - - bytes - - top_logprobs - ChatCompletionTool: - type: object - properties: - type: - type: string - enum: - - function - description: The type of the tool. Currently, only `function` is supported. - x-stainless-const: true - function: - $ref: "#/components/schemas/FunctionObject" - required: - - type - - function - ChatCompletionToolChoiceOption: - description: > - Controls which (if any) tool is called by the model. - - `none` means the model will not call any tool and instead generates a - message. - - `auto` means the model can pick between generating a message or calling - one or more tools. - - `required` means the model must call one or more tools. - - Specifying a particular tool via `{"type": "function", "function": - {"name": "my_function"}}` forces the model to call that tool. - - - `none` is the default when no tools are present. `auto` is the default - if tools are present. - oneOf: - - type: string - description: > - `none` means the model will not call any tool and instead generates - a message. `auto` means the model can pick between generating a - message or calling one or more tools. `required` means the model - must call one or more tools. - enum: - - none - - auto - - required - - $ref: "#/components/schemas/ChatCompletionNamedToolChoice" - x-oaiExpandable: true - ChunkingStrategyRequestParam: - type: object - description: - The chunking strategy used to chunk the file(s). If not set, will - use the `auto` strategy. - oneOf: - - $ref: "#/components/schemas/AutoChunkingStrategyRequestParam" - - $ref: "#/components/schemas/StaticChunkingStrategyRequestParam" - x-oaiExpandable: true - CompleteUploadRequest: - type: object - additionalProperties: false - properties: - part_ids: - type: array - description: | - The ordered list of Part IDs. - items: - type: string - md5: - description: > - The optional md5 checksum for the file contents to verify if the - bytes uploaded matches what you expect. - type: string - required: - - part_ids - CompletionUsage: - type: object - description: Usage statistics for the completion request. - properties: - completion_tokens: - type: integer - default: 0 - description: Number of tokens in the generated completion. - prompt_tokens: - type: integer - default: 0 - description: Number of tokens in the prompt. - total_tokens: - type: integer - default: 0 - description: Total number of tokens used in the request (prompt + completion). - completion_tokens_details: - type: object - description: Breakdown of tokens used in a completion. - properties: - accepted_prediction_tokens: - type: integer - default: 0 - description: | - When using Predicted Outputs, the number of tokens in the - prediction that appeared in the completion. - audio_tokens: - type: integer - default: 0 - description: Audio input tokens generated by the model. - reasoning_tokens: - type: integer - default: 0 - description: Tokens generated by the model for reasoning. - rejected_prediction_tokens: - type: integer - default: 0 - description: > - When using Predicted Outputs, the number of tokens in the - - prediction that did not appear in the completion. However, like - - reasoning tokens, these tokens are still counted in the total - - completion tokens for purposes of billing, output, and context - window - - limits. - prompt_tokens_details: - type: object - description: Breakdown of tokens used in the prompt. - properties: - audio_tokens: - type: integer - default: 0 - description: Audio input tokens present in the prompt. - cached_tokens: - type: integer - default: 0 - description: Cached tokens present in the prompt. - required: - - prompt_tokens - - completion_tokens - - total_tokens - CostsResult: - type: object - description: The aggregated costs details of the specific time bucket. - properties: - object: - type: string - enum: - - organization.costs.result - x-stainless-const: true - amount: - type: object - description: The monetary value in its associated currency. - properties: - value: - type: number - description: The numeric value of the cost. - currency: - type: string - description: Lowercase ISO-4217 currency e.g. "usd" - line_item: - type: string - nullable: true - description: - When `group_by=line_item`, this field provides the line item of the - grouped costs result. - project_id: - type: string - nullable: true - description: - When `group_by=project_id`, this field provides the project ID of - the grouped costs result. - required: - - object - x-oaiMeta: - name: Costs object - example: | - { - "object": "organization.costs.result", - "amount": { - "value": 0.06, - "currency": "usd" - }, - "line_item": "Image models", - "project_id": "proj_abc" - } - CreateAssistantRequest: - type: object - additionalProperties: false - properties: - model: - description: > - ID of the model to use. You can use the [List - models](/docs/api-reference/models/list) API to see all of your - available models, or see our [Model overview](/docs/models) for - descriptions of them. - example: gpt-4o - anyOf: - - type: string - - type: string - enum: - - gpt-4o - - gpt-4o-2024-11-20 - - gpt-4o-2024-08-06 - - gpt-4o-2024-05-13 - - gpt-4o-mini - - gpt-4o-mini-2024-07-18 - - gpt-4-turbo - - gpt-4-turbo-2024-04-09 - - gpt-4-0125-preview - - gpt-4-turbo-preview - - gpt-4-1106-preview - - gpt-4-vision-preview - - gpt-4 - - gpt-4-0314 - - gpt-4-0613 - - gpt-4-32k - - gpt-4-32k-0314 - - gpt-4-32k-0613 - - gpt-3.5-turbo - - gpt-3.5-turbo-16k - - gpt-3.5-turbo-0613 - - gpt-3.5-turbo-1106 - - gpt-3.5-turbo-0125 - - gpt-3.5-turbo-16k-0613 - x-oaiTypeLabel: string - name: - description: | - The name of the assistant. The maximum length is 256 characters. - type: string - nullable: true - maxLength: 256 - description: - description: > - The description of the assistant. The maximum length is 512 - characters. - type: string - nullable: true - maxLength: 512 - instructions: - description: > - The system instructions that the assistant uses. The maximum length - is 256,000 characters. - type: string - nullable: true - maxLength: 256000 - tools: - description: > - A list of tool enabled on the assistant. There can be a maximum of - 128 tools per assistant. Tools can be of types `code_interpreter`, - `file_search`, or `function`. - default: [] - type: array - maxItems: 128 - items: - oneOf: - - $ref: "#/components/schemas/AssistantToolsCode" - - $ref: "#/components/schemas/AssistantToolsFileSearch" - - $ref: "#/components/schemas/AssistantToolsFunction" - x-oaiExpandable: true - tool_resources: - type: object - description: > - A set of resources that are used by the assistant's tools. The - resources are specific to the type of tool. For example, the - `code_interpreter` tool requires a list of file IDs, while the - `file_search` tool requires a list of vector store IDs. - properties: - code_interpreter: - type: object - properties: - file_ids: - type: array - description: > - A list of [file](/docs/api-reference/files) IDs made - available to the `code_interpreter` tool. There can be a - maximum of 20 files associated with the tool. - default: [] - maxItems: 20 - items: - type: string - file_search: - type: object - properties: - vector_store_ids: - type: array - description: > - The [vector store](/docs/api-reference/vector-stores/object) - attached to this assistant. There can be a maximum of 1 - vector store attached to the assistant. - maxItems: 1 - items: - type: string - vector_stores: - type: array - description: > - A helper to create a [vector - store](/docs/api-reference/vector-stores/object) with - file_ids and attach it to this assistant. There can be a - maximum of 1 vector store attached to the assistant. - maxItems: 1 - items: - type: object - properties: - file_ids: - type: array - description: > - A list of [file](/docs/api-reference/files) IDs to add - to the vector store. There can be a maximum of 10000 - files in a vector store. - maxItems: 10000 - items: - type: string - chunking_strategy: - type: object - description: - The chunking strategy used to chunk the file(s). If not set, will - use the `auto` strategy. - oneOf: - - type: object - title: Auto Chunking Strategy - description: - The default strategy. This strategy currently uses a - `max_chunk_size_tokens` of `800` and - `chunk_overlap_tokens` of `400`. - additionalProperties: false - properties: - type: - type: string - description: Always `auto`. - enum: - - auto - x-stainless-const: true - required: - - type - - type: object - title: Static Chunking Strategy - additionalProperties: false - properties: - type: - type: string - description: Always `static`. - enum: - - static - x-stainless-const: true - static: - type: object - additionalProperties: false - properties: - max_chunk_size_tokens: - type: integer - minimum: 100 - maximum: 4096 - description: - The maximum number of tokens in each chunk. The default value is - `800`. The minimum value is `100` and the - maximum value is `4096`. - chunk_overlap_tokens: - type: integer - description: > - The number of tokens that overlap between - chunks. The default value is `400`. - - - Note that the overlap must not exceed half - of `max_chunk_size_tokens`. - required: - - max_chunk_size_tokens - - chunk_overlap_tokens - required: - - type - - static - x-oaiExpandable: true - metadata: - $ref: "#/components/schemas/Metadata" - oneOf: - - required: - - vector_store_ids - - required: - - vector_stores - nullable: true - metadata: - $ref: "#/components/schemas/Metadata" - temperature: - description: > - What sampling temperature to use, between 0 and 2. Higher values - like 0.8 will make the output more random, while lower values like - 0.2 will make it more focused and deterministic. - type: number - minimum: 0 - maximum: 2 - default: 1 - example: 1 - nullable: true - top_p: - type: number - minimum: 0 - maximum: 1 - default: 1 - example: 1 - nullable: true - description: > - An alternative to sampling with temperature, called nucleus - sampling, where the model considers the results of the tokens with - top_p probability mass. So 0.1 means only the tokens comprising the - top 10% probability mass are considered. - - - We generally recommend altering this or temperature but not both. - response_format: - allOf: - - $ref: "#/components/schemas/AssistantsApiResponseFormatOption" - - nullable: true - required: - - model - CreateChatCompletionFunctionResponse: - type: object - description: - Represents a chat completion response returned by model, based on - the provided input. - properties: - id: - type: string - description: A unique identifier for the chat completion. - choices: - type: array - description: - A list of chat completion choices. Can be more than one if `n` is - greater than 1. - items: - type: object - required: - - finish_reason - - index - - message - properties: - finish_reason: - type: string - description: > - The reason the model stopped generating tokens. This will be - `stop` if the model hit a natural stop point or a provided - stop sequence, `length` if the maximum number of tokens - specified in the request was reached, `content_filter` if - content was omitted due to a flag from our content filters, or - `function_call` if the model called a function. - enum: - - stop - - length - - function_call - - content_filter - index: - type: integer - description: The index of the choice in the list of choices. - message: - $ref: "#/components/schemas/ChatCompletionResponseMessage" - created: - type: integer - description: - The Unix timestamp (in seconds) of when the chat completion was - created. - model: - type: string - description: The model used for the chat completion. - system_fingerprint: - type: string - description: > - This fingerprint represents the backend configuration that the model - runs with. - - - Can be used in conjunction with the `seed` request parameter to - understand when backend changes have been made that might impact - determinism. - object: - type: string - description: The object type, which is always `chat.completion`. - enum: - - chat.completion - x-stainless-const: true - usage: - $ref: "#/components/schemas/CompletionUsage" - required: - - choices - - created - - id - - model - - object - x-oaiMeta: - name: The chat completion object - group: chat - example: | - { - "id": "chatcmpl-abc123", - "object": "chat.completion", - "created": 1699896916, - "model": "gpt-4o-mini", - "choices": [ - { - "index": 0, - "message": { - "role": "assistant", - "content": null, - "tool_calls": [ - { - "id": "call_abc123", - "type": "function", - "function": { - "name": "get_current_weather", - "arguments": "{\n\"location\": \"Boston, MA\"\n}" - } - } - ] - }, - "logprobs": null, - "finish_reason": "tool_calls" - } - ], - "usage": { - "prompt_tokens": 82, - "completion_tokens": 17, - "total_tokens": 99, - "completion_tokens_details": { - "reasoning_tokens": 0, - "accepted_prediction_tokens": 0, - "rejected_prediction_tokens": 0 - } - } - } - CreateChatCompletionImageResponse: - type: object - description: - Represents a streamed chunk of a chat completion response returned - by model, based on the provided input. - x-oaiMeta: - name: The chat completion chunk object - group: chat - example: > - { - "id": "chatcmpl-123", - "object": "chat.completion", - "created": 1677652288, - "model": "gpt-4o-mini", - "system_fingerprint": "fp_44709d6fcb", - "choices": [{ - "index": 0, - "message": { - "role": "assistant", - "content": "\n\nThis image shows a wooden boardwalk extending through a lush green marshland.", - }, - "logprobs": null, - "finish_reason": "stop" - }], - "usage": { - "prompt_tokens": 9, - "completion_tokens": 12, - "total_tokens": 21, - "completion_tokens_details": { - "reasoning_tokens": 0, - "accepted_prediction_tokens": 0, - "rejected_prediction_tokens": 0 - } - } - } - CreateChatCompletionRequest: - type: object - properties: - messages: - description: > - A list of messages comprising the conversation so far. Depending on - the - - [model](/docs/models) you use, different message types (modalities) - are - - supported, like [text](/docs/guides/text-generation), - - [images](/docs/guides/vision), and [audio](/docs/guides/audio). - type: array - minItems: 1 - items: - $ref: "#/components/schemas/ChatCompletionRequestMessage" - model: - description: ID of the model to use. See the [model endpoint - compatibility](/docs/models#model-endpoint-compatibility) table for - details on which models work with the Chat API. - example: gpt-4o - anyOf: - - type: string - - type: string - enum: - - o3-mini - - o3-mini-2025-01-31 - - o1 - - o1-2024-12-17 - - o1-preview - - o1-preview-2024-09-12 - - o1-mini - - o1-mini-2024-09-12 - - gpt-4o - - gpt-4o-2024-11-20 - - gpt-4o-2024-08-06 - - gpt-4o-2024-05-13 - - gpt-4o-audio-preview - - gpt-4o-audio-preview-2024-10-01 - - gpt-4o-audio-preview-2024-12-17 - - gpt-4o-mini-audio-preview - - gpt-4o-mini-audio-preview-2024-12-17 - - chatgpt-4o-latest - - gpt-4o-mini - - gpt-4o-mini-2024-07-18 - - gpt-4-turbo - - gpt-4-turbo-2024-04-09 - - gpt-4-0125-preview - - gpt-4-turbo-preview - - gpt-4-1106-preview - - gpt-4-vision-preview - - gpt-4 - - gpt-4-0314 - - gpt-4-0613 - - gpt-4-32k - - gpt-4-32k-0314 - - gpt-4-32k-0613 - - gpt-3.5-turbo - - gpt-3.5-turbo-16k - - gpt-3.5-turbo-0301 - - gpt-3.5-turbo-0613 - - gpt-3.5-turbo-1106 - - gpt-3.5-turbo-0125 - - gpt-3.5-turbo-16k-0613 - x-oaiTypeLabel: string - store: - type: boolean - default: false - nullable: true - description: > - Whether or not to store the output of this chat completion request - for - - use in our [model distillation](/docs/guides/distillation) or - - [evals](/docs/guides/evals) products. - reasoning_effort: - type: string - enum: - - low - - medium - - high - default: medium - description: > - **o1 models only** - - - Constrains effort on reasoning for - - [reasoning - models](https://platform.openai.com/docs/guides/reasoning). - - Currently supported values are `low`, `medium`, and `high`. Reducing - - reasoning effort can result in faster responses and fewer tokens - used - - on reasoning in a response. - metadata: - $ref: "#/components/schemas/Metadata" - frequency_penalty: - type: number - default: 0 - minimum: -2 - maximum: 2 - nullable: true - description: > - Number between -2.0 and 2.0. Positive values penalize new tokens - based on - - their existing frequency in the text so far, decreasing the model's - - likelihood to repeat the same line verbatim. - logit_bias: - type: object - x-oaiTypeLabel: map - default: null - nullable: true - additionalProperties: - type: integer - description: > - Modify the likelihood of specified tokens appearing in the - completion. - - - Accepts a JSON object that maps tokens (specified by their token ID - in the - - tokenizer) to an associated bias value from -100 to 100. - Mathematically, - - the bias is added to the logits generated by the model prior to - sampling. - - The exact effect will vary per model, but values between -1 and 1 - should - - decrease or increase likelihood of selection; values like -100 or - 100 - - should result in a ban or exclusive selection of the relevant token. - logprobs: - description: > - Whether to return log probabilities of the output tokens or not. If - true, - - returns the log probabilities of each output token returned in the - - `content` of `message`. - type: boolean - default: false - nullable: true - top_logprobs: - description: > - An integer between 0 and 20 specifying the number of most likely - tokens to - - return at each token position, each with an associated log - probability. - - `logprobs` must be set to `true` if this parameter is used. - type: integer - minimum: 0 - maximum: 20 - nullable: true - max_tokens: - description: > - The maximum number of [tokens](/tokenizer) that can be generated in - the - - chat completion. This value can be used to control - - [costs](https://openai.com/api/pricing/) for text generated via API. - - - This value is now deprecated in favor of `max_completion_tokens`, - and is - - not compatible with [o1 series models](/docs/guides/reasoning). - type: integer - nullable: true - deprecated: true - max_completion_tokens: - description: > - An upper bound for the number of tokens that can be generated for a - completion, including visible output tokens and [reasoning - tokens](/docs/guides/reasoning). - type: integer - nullable: true - n: - type: integer - minimum: 1 - maximum: 128 - default: 1 - example: 1 - nullable: true - description: - How many chat completion choices to generate for each input - message. Note that you will be charged based on the number of - generated tokens across all of the choices. Keep `n` as `1` to - minimize costs. - modalities: - $ref: "#/components/schemas/ChatCompletionModalities" - prediction: - nullable: true - x-oaiExpandable: true - description: > - Configuration for a [Predicted - Output](/docs/guides/predicted-outputs), - - which can greatly improve response times when large parts of the - model - - response are known ahead of time. This is most common when you are - - regenerating a file with only minor changes to most of the content. - oneOf: - - $ref: "#/components/schemas/PredictionContent" - audio: - type: object - nullable: true - description: > - Parameters for audio output. Required when audio output is requested - with - - `modalities: ["audio"]`. [Learn more](/docs/guides/audio). - required: - - voice - - format - x-oaiExpandable: true - properties: - voice: - type: string - enum: - - alloy - - ash - - ballad - - coral - - echo - - sage - - shimmer - - verse - description: > - The voice the model uses to respond. Supported voices are `ash`, - `ballad`, `coral`, `sage`, and `verse` (also supported but not - recommended are `alloy`, `echo`, and `shimmer`; these voices are - less expressive). - format: - type: string - enum: - - wav - - mp3 - - flac - - opus - - pcm16 - description: > - Specifies the output audio format. Must be one of `wav`, `mp3`, - `flac`, - - `opus`, or `pcm16`. - presence_penalty: - type: number - default: 0 - minimum: -2 - maximum: 2 - nullable: true - description: > - Number between -2.0 and 2.0. Positive values penalize new tokens - based on - - whether they appear in the text so far, increasing the model's - likelihood - - to talk about new topics. - response_format: - description: > - An object specifying the format that the model must output. - - - Setting to `{ "type": "json_schema", "json_schema": {...} }` enables - - Structured Outputs which ensures the model will match your supplied - JSON - - schema. Learn more in the [Structured Outputs - - guide](/docs/guides/structured-outputs). - - - Setting to `{ "type": "json_object" }` enables JSON mode, which - ensures - - the message the model generates is valid JSON. - - - **Important:** when using JSON mode, you **must** also instruct the - model - - to produce JSON yourself via a system or user message. Without this, - the - - model may generate an unending stream of whitespace until the - generation - - reaches the token limit, resulting in a long-running and seemingly - "stuck" - - request. Also note that the message content may be partially cut off - if - - `finish_reason="length"`, which indicates the generation exceeded - - `max_tokens` or the conversation exceeded the max context length. - oneOf: - - $ref: "#/components/schemas/ResponseFormatText" - - $ref: "#/components/schemas/ResponseFormatJsonObject" - - $ref: "#/components/schemas/ResponseFormatJsonSchema" - x-oaiExpandable: true - seed: - type: integer - format: int64 - nullable: true - description: > - This feature is in Beta. - - If specified, our system will make a best effort to sample - deterministically, such that repeated requests with the same `seed` - and parameters should return the same result. - - Determinism is not guaranteed, and you should refer to the - `system_fingerprint` response parameter to monitor changes in the - backend. - x-oaiMeta: - beta: true - service_tier: - description: > - Specifies the latency tier to use for processing the request. This - parameter is relevant for customers subscribed to the scale tier - service: - - If set to 'auto', and the Project is Scale tier enabled, the system will utilize scale tier credits until they are exhausted. - - If set to 'auto', and the Project is not Scale tier enabled, the request will be processed using the default service tier with a lower uptime SLA and no latency guarantee. - - If set to 'default', the request will be processed using the default service tier with a lower uptime SLA and no latency guarantee. - - When not set, the default behavior is 'auto'. - type: string - enum: - - auto - - default - nullable: true - default: auto - stop: - description: | - Up to 4 sequences where the API will stop generating further tokens. - default: null - oneOf: - - type: string - nullable: true - - type: array - minItems: 1 - maxItems: 4 - items: - type: string - stream: - description: > - If set, partial message deltas will be sent, like in ChatGPT. Tokens - will be sent as data-only [server-sent - events](https://developer.mozilla.org/en-US/docs/Web/API/Server-sent_events/Using_server-sent_events#Event_stream_format) - as they become available, with the stream terminated by a `data: - [DONE]` message. [Example Python - code](https://cookbook.openai.com/examples/how_to_stream_completions). - type: boolean - nullable: true - default: false - stream_options: - $ref: "#/components/schemas/ChatCompletionStreamOptions" - temperature: - type: number - minimum: 0 - maximum: 2 - default: 1 - example: 1 - nullable: true - description: > - What sampling temperature to use, between 0 and 2. Higher values - like 0.8 will make the output more random, while lower values like - 0.2 will make it more focused and deterministic. - - We generally recommend altering this or `top_p` but not both. - top_p: - type: number - minimum: 0 - maximum: 1 - default: 1 - example: 1 - nullable: true - description: > - An alternative to sampling with temperature, called nucleus - sampling, - - where the model considers the results of the tokens with top_p - probability - - mass. So 0.1 means only the tokens comprising the top 10% - probability mass - - are considered. - - - We generally recommend altering this or `temperature` but not both. - tools: - type: array - description: > - A list of tools the model may call. Currently, only functions are - supported as a tool. Use this to provide a list of functions the - model may generate JSON inputs for. A max of 128 functions are - supported. - items: - $ref: "#/components/schemas/ChatCompletionTool" - tool_choice: - $ref: "#/components/schemas/ChatCompletionToolChoiceOption" - parallel_tool_calls: - $ref: "#/components/schemas/ParallelToolCalls" - user: - type: string - example: user-1234 - description: > - A unique identifier representing your end-user, which can help - OpenAI to monitor and detect abuse. [Learn - more](/docs/guides/safety-best-practices#end-user-ids). - function_call: - deprecated: true - description: > - Deprecated in favor of `tool_choice`. - - - Controls which (if any) function is called by the model. - - - `none` means the model will not call a function and instead - generates a - - message. - - - `auto` means the model can pick between generating a message or - calling a - - function. - - - Specifying a particular function via `{"name": "my_function"}` - forces the - - model to call that function. - - - `none` is the default when no functions are present. `auto` is the - default - - if functions are present. - oneOf: - - type: string - description: > - `none` means the model will not call a function and instead - generates a message. `auto` means the model can pick between - generating a message or calling a function. - enum: - - none - - auto - - $ref: "#/components/schemas/ChatCompletionFunctionCallOption" - x-oaiExpandable: true - functions: - deprecated: true - description: | - Deprecated in favor of `tools`. - - A list of functions the model may generate JSON inputs for. - type: array - minItems: 1 - maxItems: 128 - items: - $ref: "#/components/schemas/ChatCompletionFunctions" - required: - - model - - messages - CreateChatCompletionResponse: - type: object - description: - Represents a chat completion response returned by model, based on - the provided input. - properties: - id: - type: string - description: A unique identifier for the chat completion. - choices: - type: array - description: - A list of chat completion choices. Can be more than one if `n` is - greater than 1. - items: - type: object - required: - - finish_reason - - index - - message - - logprobs - properties: - finish_reason: - type: string - description: > - The reason the model stopped generating tokens. This will be - `stop` if the model hit a natural stop point or a provided - stop sequence, - - `length` if the maximum number of tokens specified in the - request was reached, - - `content_filter` if content was omitted due to a flag from our - content filters, - - `tool_calls` if the model called a tool, or `function_call` - (deprecated) if the model called a function. - enum: - - stop - - length - - tool_calls - - content_filter - - function_call - index: - type: integer - description: The index of the choice in the list of choices. - message: - $ref: "#/components/schemas/ChatCompletionResponseMessage" - logprobs: - description: Log probability information for the choice. - type: object - nullable: true - properties: - content: - description: A list of message content tokens with log probability information. - type: array - items: - $ref: "#/components/schemas/ChatCompletionTokenLogprob" - nullable: true - refusal: - description: A list of message refusal tokens with log probability information. - type: array - items: - $ref: "#/components/schemas/ChatCompletionTokenLogprob" - nullable: true - required: - - content - - refusal - created: - type: integer - description: - The Unix timestamp (in seconds) of when the chat completion was - created. - model: - type: string - description: The model used for the chat completion. - service_tier: - description: The service tier used for processing the request. - type: string - enum: - - scale - - default - example: scale - nullable: true - system_fingerprint: - type: string - description: > - This fingerprint represents the backend configuration that the model - runs with. - - - Can be used in conjunction with the `seed` request parameter to - understand when backend changes have been made that might impact - determinism. - object: - type: string - description: The object type, which is always `chat.completion`. - enum: - - chat.completion - x-stainless-const: true - usage: - $ref: "#/components/schemas/CompletionUsage" - required: - - choices - - created - - id - - model - - object - x-oaiMeta: - name: The chat completion object - group: chat - example: | - { - "id": "chatcmpl-123456", - "object": "chat.completion", - "created": 1728933352, - "model": "gpt-4o-2024-08-06", - "choices": [ - { - "index": 0, - "message": { - "role": "assistant", - "content": "Hi there! How can I assist you today?", - "refusal": null - }, - "logprobs": null, - "finish_reason": "stop" - } - ], - "usage": { - "prompt_tokens": 19, - "completion_tokens": 10, - "total_tokens": 29, - "prompt_tokens_details": { - "cached_tokens": 0 - }, - "completion_tokens_details": { - "reasoning_tokens": 0, - "accepted_prediction_tokens": 0, - "rejected_prediction_tokens": 0 - } - }, - "system_fingerprint": "fp_6b68a8204b" - } - CreateChatCompletionStreamResponse: - type: object - description: - Represents a streamed chunk of a chat completion response returned - by model, based on the provided input. - properties: - id: - type: string - description: - A unique identifier for the chat completion. Each chunk has the - same ID. - choices: - type: array - description: > - A list of chat completion choices. Can contain more than one - elements if `n` is greater than 1. Can also be empty for the - - last chunk if you set `stream_options: {"include_usage": true}`. - items: - type: object - required: - - delta - - finish_reason - - index - properties: - delta: - $ref: "#/components/schemas/ChatCompletionStreamResponseDelta" - logprobs: - description: Log probability information for the choice. - type: object - nullable: true - properties: - content: - description: A list of message content tokens with log probability information. - type: array - items: - $ref: "#/components/schemas/ChatCompletionTokenLogprob" - nullable: true - refusal: - description: A list of message refusal tokens with log probability information. - type: array - items: - $ref: "#/components/schemas/ChatCompletionTokenLogprob" - nullable: true - required: - - content - - refusal - finish_reason: - type: string - description: > - The reason the model stopped generating tokens. This will be - `stop` if the model hit a natural stop point or a provided - stop sequence, - - `length` if the maximum number of tokens specified in the - request was reached, - - `content_filter` if content was omitted due to a flag from our - content filters, - - `tool_calls` if the model called a tool, or `function_call` - (deprecated) if the model called a function. - enum: - - stop - - length - - tool_calls - - content_filter - - function_call - nullable: true - index: - type: integer - description: The index of the choice in the list of choices. - created: - type: integer - description: - The Unix timestamp (in seconds) of when the chat completion was - created. Each chunk has the same timestamp. - model: - type: string - description: The model to generate the completion. - service_tier: - description: The service tier used for processing the request. - type: string - enum: - - scale - - default - example: scale - nullable: true - system_fingerprint: - type: string - description: > - This fingerprint represents the backend configuration that the model - runs with. - - Can be used in conjunction with the `seed` request parameter to - understand when backend changes have been made that might impact - determinism. - object: - type: string - description: The object type, which is always `chat.completion.chunk`. - enum: - - chat.completion.chunk - x-stainless-const: true - usage: - type: object - nullable: true - description: > - An optional field that will only be present when you set - `stream_options: {"include_usage": true}` in your request. - - When present, it contains a null value except for the last chunk - which contains the token usage statistics for the entire request. - properties: - completion_tokens: - type: integer - description: Number of tokens in the generated completion. - prompt_tokens: - type: integer - description: Number of tokens in the prompt. - total_tokens: - type: integer - description: Total number of tokens used in the request (prompt + completion). - required: - - prompt_tokens - - completion_tokens - - total_tokens - required: - - choices - - created - - id - - model - - object - x-oaiMeta: - name: The chat completion chunk object - group: chat - example: > - {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini", - "system_fingerprint": "fp_44709d6fcb", - "choices":[{"index":0,"delta":{"role":"assistant","content":""},"logprobs":null,"finish_reason":null}]} - - - {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini", - "system_fingerprint": "fp_44709d6fcb", - "choices":[{"index":0,"delta":{"content":"Hello"},"logprobs":null,"finish_reason":null}]} - - - .... - - - {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini", - "system_fingerprint": "fp_44709d6fcb", - "choices":[{"index":0,"delta":{},"logprobs":null,"finish_reason":"stop"}]} - CreateCompletionRequest: - type: object - properties: - model: - description: > - ID of the model to use. You can use the [List - models](/docs/api-reference/models/list) API to see all of your - available models, or see our [Model overview](/docs/models) for - descriptions of them. - anyOf: - - type: string - - type: string - enum: - - gpt-3.5-turbo-instruct - - davinci-002 - - babbage-002 - x-oaiTypeLabel: string - prompt: - description: > - The prompt(s) to generate completions for, encoded as a string, - array of strings, array of tokens, or array of token arrays. - - - Note that <|endoftext|> is the document separator that the model - sees during training, so if a prompt is not specified the model will - generate as if from the beginning of a new document. - default: <|endoftext|> - nullable: true - oneOf: - - type: string - default: "" - example: This is a test. - - type: array - items: - type: string - default: "" - example: This is a test. - - type: array - minItems: 1 - items: - type: integer - example: "[1212, 318, 257, 1332, 13]" - - type: array - minItems: 1 - items: - type: array - minItems: 1 - items: - type: integer - example: "[[1212, 318, 257, 1332, 13]]" - best_of: - type: integer - default: 1 - minimum: 0 - maximum: 20 - nullable: true - description: > - Generates `best_of` completions server-side and returns the "best" - (the one with the highest log probability per token). Results cannot - be streamed. - - - When used with `n`, `best_of` controls the number of candidate - completions and `n` specifies how many to return – `best_of` must be - greater than `n`. - - - **Note:** Because this parameter generates many completions, it can - quickly consume your token quota. Use carefully and ensure that you - have reasonable settings for `max_tokens` and `stop`. - echo: - type: boolean - default: false - nullable: true - description: | - Echo back the prompt in addition to the completion - frequency_penalty: - type: number - default: 0 - minimum: -2 - maximum: 2 - nullable: true - description: > - Number between -2.0 and 2.0. Positive values penalize new tokens - based on their existing frequency in the text so far, decreasing the - model's likelihood to repeat the same line verbatim. - - - [See more information about frequency and presence - penalties.](/docs/guides/text-generation) - logit_bias: - type: object - x-oaiTypeLabel: map - default: null - nullable: true - additionalProperties: - type: integer - description: > - Modify the likelihood of specified tokens appearing in the - completion. - - - Accepts a JSON object that maps tokens (specified by their token ID - in the GPT tokenizer) to an associated bias value from -100 to 100. - You can use this [tokenizer tool](/tokenizer?view=bpe) to convert - text to token IDs. Mathematically, the bias is added to the logits - generated by the model prior to sampling. The exact effect will vary - per model, but values between -1 and 1 should decrease or increase - likelihood of selection; values like -100 or 100 should result in a - ban or exclusive selection of the relevant token. - - - As an example, you can pass `{"50256": -100}` to prevent the - <|endoftext|> token from being generated. - logprobs: - type: integer - minimum: 0 - maximum: 5 - default: null - nullable: true - description: > - Include the log probabilities on the `logprobs` most likely output - tokens, as well the chosen tokens. For example, if `logprobs` is 5, - the API will return a list of the 5 most likely tokens. The API will - always return the `logprob` of the sampled token, so there may be up - to `logprobs+1` elements in the response. - - - The maximum value for `logprobs` is 5. - max_tokens: - type: integer - minimum: 0 - default: 16 - example: 16 - nullable: true - description: > - The maximum number of [tokens](/tokenizer) that can be generated in - the completion. - - - The token count of your prompt plus `max_tokens` cannot exceed the - model's context length. [Example Python - code](https://cookbook.openai.com/examples/how_to_count_tokens_with_tiktoken) - for counting tokens. - n: - type: integer - minimum: 1 - maximum: 128 - default: 1 - example: 1 - nullable: true - description: > - How many completions to generate for each prompt. - - - **Note:** Because this parameter generates many completions, it can - quickly consume your token quota. Use carefully and ensure that you - have reasonable settings for `max_tokens` and `stop`. - presence_penalty: - type: number - default: 0 - minimum: -2 - maximum: 2 - nullable: true - description: > - Number between -2.0 and 2.0. Positive values penalize new tokens - based on whether they appear in the text so far, increasing the - model's likelihood to talk about new topics. - - - [See more information about frequency and presence - penalties.](/docs/guides/text-generation) - seed: - type: integer - format: int64 - nullable: true - description: > - If specified, our system will make a best effort to sample - deterministically, such that repeated requests with the same `seed` - and parameters should return the same result. - - - Determinism is not guaranteed, and you should refer to the - `system_fingerprint` response parameter to monitor changes in the - backend. - stop: - description: > - Up to 4 sequences where the API will stop generating further tokens. - The returned text will not contain the stop sequence. - default: null - nullable: true - oneOf: - - type: string - default: <|endoftext|> - example: "\n" - nullable: true - - type: array - minItems: 1 - maxItems: 4 - items: - type: string - example: '["\n"]' - stream: - description: > - Whether to stream back partial progress. If set, tokens will be sent - as data-only [server-sent - events](https://developer.mozilla.org/en-US/docs/Web/API/Server-sent_events/Using_server-sent_events#Event_stream_format) - as they become available, with the stream terminated by a `data: - [DONE]` message. [Example Python - code](https://cookbook.openai.com/examples/how_to_stream_completions). - type: boolean - nullable: true - default: false - stream_options: - $ref: "#/components/schemas/ChatCompletionStreamOptions" - suffix: - description: | - The suffix that comes after a completion of inserted text. - - This parameter is only supported for `gpt-3.5-turbo-instruct`. - default: null - nullable: true - type: string - example: test. - temperature: - type: number - minimum: 0 - maximum: 2 - default: 1 - example: 1 - nullable: true - description: > - What sampling temperature to use, between 0 and 2. Higher values - like 0.8 will make the output more random, while lower values like - 0.2 will make it more focused and deterministic. - - - We generally recommend altering this or `top_p` but not both. - top_p: - type: number - minimum: 0 - maximum: 1 - default: 1 - example: 1 - nullable: true - description: > - An alternative to sampling with temperature, called nucleus - sampling, where the model considers the results of the tokens with - top_p probability mass. So 0.1 means only the tokens comprising the - top 10% probability mass are considered. - - - We generally recommend altering this or `temperature` but not both. - user: - type: string - example: user-1234 - description: > - A unique identifier representing your end-user, which can help - OpenAI to monitor and detect abuse. [Learn - more](/docs/guides/safety-best-practices#end-user-ids). - required: - - model - - prompt - CreateCompletionResponse: - type: object - description: > - Represents a completion response from the API. Note: both the streamed - and non-streamed response objects share the same shape (unlike the chat - endpoint). - properties: - id: - type: string - description: A unique identifier for the completion. - choices: - type: array - description: - The list of completion choices the model generated for the input - prompt. - items: - type: object - required: - - finish_reason - - index - - logprobs - - text - properties: - finish_reason: - type: string - description: > - The reason the model stopped generating tokens. This will be - `stop` if the model hit a natural stop point or a provided - stop sequence, - - `length` if the maximum number of tokens specified in the - request was reached, - - or `content_filter` if content was omitted due to a flag from - our content filters. - enum: - - stop - - length - - content_filter - index: - type: integer - logprobs: - type: object - nullable: true - properties: - text_offset: - type: array - items: - type: integer - token_logprobs: - type: array - items: - type: number - tokens: - type: array - items: - type: string - top_logprobs: - type: array - items: - type: object - additionalProperties: - type: number - text: - type: string - created: - type: integer - description: The Unix timestamp (in seconds) of when the completion was created. - model: - type: string - description: The model used for completion. - system_fingerprint: - type: string - description: > - This fingerprint represents the backend configuration that the model - runs with. - - - Can be used in conjunction with the `seed` request parameter to - understand when backend changes have been made that might impact - determinism. - object: - type: string - description: The object type, which is always "text_completion" - enum: - - text_completion - x-stainless-const: true - usage: - $ref: "#/components/schemas/CompletionUsage" - required: - - id - - object - - created - - model - - choices - x-oaiMeta: - name: The completion object - legacy: true - example: | - { - "id": "cmpl-uqkvlQyYK7bGYrRHQ0eXlWi7", - "object": "text_completion", - "created": 1589478378, - "model": "gpt-4-turbo", - "choices": [ - { - "text": "\n\nThis is indeed a test", - "index": 0, - "logprobs": null, - "finish_reason": "length" - } - ], - "usage": { - "prompt_tokens": 5, - "completion_tokens": 7, - "total_tokens": 12 - } - } - CreateEmbeddingRequest: - type: object - additionalProperties: false - properties: - input: - description: > - Input text to embed, encoded as a string or array of tokens. To - embed multiple inputs in a single request, pass an array of strings - or array of token arrays. The input must not exceed the max input - tokens for the model (8192 tokens for `text-embedding-ada-002`), - cannot be an empty string, and any array must be 2048 dimensions or - less. [Example Python - code](https://cookbook.openai.com/examples/how_to_count_tokens_with_tiktoken) - for counting tokens. Some models may also impose a limit on total - number of tokens summed across inputs. - example: The quick brown fox jumped over the lazy dog - oneOf: - - type: string - title: string - description: The string that will be turned into an embedding. - default: "" - example: This is a test. - - type: array - title: array - description: The array of strings that will be turned into an embedding. - minItems: 1 - maxItems: 2048 - items: - type: string - default: "" - example: "['This is a test.']" - - type: array - title: array - description: The array of integers that will be turned into an embedding. - minItems: 1 - maxItems: 2048 - items: - type: integer - example: "[1212, 318, 257, 1332, 13]" - - type: array - title: array - description: - The array of arrays containing integers that will be turned into an - embedding. - minItems: 1 - maxItems: 2048 - items: - type: array - minItems: 1 - items: - type: integer - example: "[[1212, 318, 257, 1332, 13]]" - x-oaiExpandable: true - model: - description: > - ID of the model to use. You can use the [List - models](/docs/api-reference/models/list) API to see all of your - available models, or see our [Model overview](/docs/models) for - descriptions of them. - example: text-embedding-3-small - anyOf: - - type: string - - type: string - enum: - - text-embedding-ada-002 - - text-embedding-3-small - - text-embedding-3-large - x-oaiTypeLabel: string - encoding_format: - description: - The format to return the embeddings in. Can be either `float` or - [`base64`](https://pypi.org/project/pybase64/). - example: float - default: float - type: string - enum: - - float - - base64 - dimensions: - description: > - The number of dimensions the resulting output embeddings should - have. Only supported in `text-embedding-3` and later models. - type: integer - minimum: 1 - user: - type: string - example: user-1234 - description: > - A unique identifier representing your end-user, which can help - OpenAI to monitor and detect abuse. [Learn - more](/docs/guides/safety-best-practices#end-user-ids). - required: - - model - - input - CreateEmbeddingResponse: - type: object - properties: - data: - type: array - description: The list of embeddings generated by the model. - items: - $ref: "#/components/schemas/Embedding" - model: - type: string - description: The name of the model used to generate the embedding. - object: - type: string - description: The object type, which is always "list". - enum: - - list - x-stainless-const: true - usage: - type: object - description: The usage information for the request. - properties: - prompt_tokens: - type: integer - description: The number of tokens used by the prompt. - total_tokens: - type: integer - description: The total number of tokens used by the request. - required: - - prompt_tokens - - total_tokens - required: - - object - - model - - data - - usage - CreateFileRequest: - type: object - additionalProperties: false - properties: - file: - description: | - The File object (not file name) to be uploaded. - type: string - format: binary - purpose: - description: > - The intended purpose of the uploaded file. - - - Use "assistants" for [Assistants](/docs/api-reference/assistants) - and [Message](/docs/api-reference/messages) files, "vision" for - Assistants image file inputs, "batch" for [Batch - API](/docs/guides/batch), and "fine-tune" for - [Fine-tuning](/docs/api-reference/fine-tuning). - type: string - enum: - - assistants - - batch - - fine-tune - - vision - required: - - file - - purpose - CreateFineTuningJobRequest: - type: object - properties: - model: - description: > - The name of the model to fine-tune. You can select one of the - - [supported - models](/docs/guides/fine-tuning#which-models-can-be-fine-tuned). - example: gpt-4o-mini - anyOf: - - type: string - - type: string - enum: - - babbage-002 - - davinci-002 - - gpt-3.5-turbo - - gpt-4o-mini - x-oaiTypeLabel: string - training_file: - description: > - The ID of an uploaded file that contains training data. - - - See [upload file](/docs/api-reference/files/create) for how to - upload a file. - - - Your dataset must be formatted as a JSONL file. Additionally, you - must upload your file with the purpose `fine-tune`. - - - The contents of the file should differ depending on if the model - uses the [chat](/docs/api-reference/fine-tuning/chat-input), - [completions](/docs/api-reference/fine-tuning/completions-input) - format, or if the fine-tuning method uses the - [preference](/docs/api-reference/fine-tuning/preference-input) - format. - - - See the [fine-tuning guide](/docs/guides/fine-tuning) for more - details. - type: string - example: file-abc123 - hyperparameters: - type: object - description: > - The hyperparameters used for the fine-tuning job. - - This value is now deprecated in favor of `method`, and should be - passed in under the `method` parameter. - properties: - batch_size: - description: > - Number of examples in each batch. A larger batch size means that - model parameters - - are updated less frequently, but with lower variance. - oneOf: - - type: string - enum: - - auto - x-stainless-const: true - - type: integer - minimum: 1 - maximum: 256 - default: auto - learning_rate_multiplier: - description: > - Scaling factor for the learning rate. A smaller learning rate - may be useful to avoid - - overfitting. - oneOf: - - type: string - enum: - - auto - x-stainless-const: true - - type: number - minimum: 0 - exclusiveMinimum: true - default: auto - n_epochs: - description: > - The number of epochs to train the model for. An epoch refers to - one full cycle - - through the training dataset. - oneOf: - - type: string - enum: - - auto - x-stainless-const: true - - type: integer - minimum: 1 - maximum: 50 - default: auto - deprecated: true - suffix: - description: > - A string of up to 64 characters that will be added to your - fine-tuned model name. - - - For example, a `suffix` of "custom-model-name" would produce a model - name like `ft:gpt-4o-mini:openai:custom-model-name:7p4lURel`. - type: string - minLength: 1 - maxLength: 64 - default: null - nullable: true - validation_file: - description: > - The ID of an uploaded file that contains validation data. - - - If you provide this file, the data is used to generate validation - - metrics periodically during fine-tuning. These metrics can be viewed - in - - the fine-tuning results file. - - The same data should not be present in both train and validation - files. - - - Your dataset must be formatted as a JSONL file. You must upload your - file with the purpose `fine-tune`. - - - See the [fine-tuning guide](/docs/guides/fine-tuning) for more - details. - type: string - nullable: true - example: file-abc123 - integrations: - type: array - description: A list of integrations to enable for your fine-tuning job. - nullable: true - items: - type: object - required: - - type - - wandb - properties: - type: - description: > - The type of integration to enable. Currently, only "wandb" - (Weights and Biases) is supported. - oneOf: - - type: string - enum: - - wandb - x-stainless-const: true - wandb: - type: object - description: > - The settings for your integration with Weights and Biases. - This payload specifies the project that - - metrics will be sent to. Optionally, you can set an explicit - display name for your run, add tags - - to your run, and set a default entity (team, username, etc) to - be associated with your run. - required: - - project - properties: - project: - description: > - The name of the project that the new run will be created - under. - type: string - example: my-wandb-project - name: - description: > - A display name to set for the run. If not set, we will use - the Job ID as the name. - nullable: true - type: string - entity: - description: > - The entity to use for the run. This allows you to set the - team or username of the WandB user that you would - - like associated with the run. If not set, the default - entity for the registered WandB API key is used. - nullable: true - type: string - tags: - description: > - A list of tags to be attached to the newly created run. - These tags are passed through directly to WandB. Some - - default tags are generated by OpenAI: "openai/finetune", - "openai/{base-model}", "openai/{ftjob-abcdef}". - type: array - items: - type: string - example: custom-tag - seed: - description: > - The seed controls the reproducibility of the job. Passing in the - same seed and job parameters should produce the same results, but - may differ in rare cases. - - If a seed is not specified, one will be generated for you. - type: integer - nullable: true - minimum: 0 - maximum: 2147483647 - example: 42 - method: - $ref: "#/components/schemas/FineTuneMethod" - required: - - model - - training_file - CreateImageEditRequest: - type: object - properties: - image: - description: - The image to edit. Must be a valid PNG file, less than 4MB, and - square. If mask is not provided, image must have transparency, which - will be used as the mask. - type: string - format: binary - prompt: - description: - A text description of the desired image(s). The maximum length is - 1000 characters. - type: string - example: A cute baby sea otter wearing a beret - mask: - description: - An additional image whose fully transparent areas (e.g. where alpha - is zero) indicate where `image` should be edited. Must be a valid - PNG file, less than 4MB, and have the same dimensions as `image`. - type: string - format: binary - model: - anyOf: - - type: string - - type: string - enum: - - dall-e-2 - x-stainless-const: true - x-oaiTypeLabel: string - default: dall-e-2 - example: dall-e-2 - nullable: true - description: - The model to use for image generation. Only `dall-e-2` is supported - at this time. - n: - type: integer - minimum: 1 - maximum: 10 - default: 1 - example: 1 - nullable: true - description: The number of images to generate. Must be between 1 and 10. - size: - type: string - enum: - - 256x256 - - 512x512 - - 1024x1024 - default: 1024x1024 - example: 1024x1024 - nullable: true - description: - The size of the generated images. Must be one of `256x256`, - `512x512`, or `1024x1024`. - response_format: - type: string - enum: - - url - - b64_json - default: url - example: url - nullable: true - description: - The format in which the generated images are returned. Must be one - of `url` or `b64_json`. URLs are only valid for 60 minutes after the - image has been generated. - user: - type: string - example: user-1234 - description: > - A unique identifier representing your end-user, which can help - OpenAI to monitor and detect abuse. [Learn - more](/docs/guides/safety-best-practices#end-user-ids). - required: - - prompt - - image - CreateImageRequest: - type: object - properties: - prompt: - description: - A text description of the desired image(s). The maximum length is - 1000 characters for `dall-e-2` and 4000 characters for `dall-e-3`. - type: string - example: A cute baby sea otter - model: - anyOf: - - type: string - - type: string - enum: - - dall-e-2 - - dall-e-3 - x-oaiTypeLabel: string - default: dall-e-2 - example: dall-e-3 - nullable: true - description: The model to use for image generation. - n: - type: integer - minimum: 1 - maximum: 10 - default: 1 - example: 1 - nullable: true - description: - The number of images to generate. Must be between 1 and 10. For - `dall-e-3`, only `n=1` is supported. - quality: - type: string - enum: - - standard - - hd - default: standard - example: standard - description: - The quality of the image that will be generated. `hd` creates - images with finer details and greater consistency across the image. - This param is only supported for `dall-e-3`. - response_format: - type: string - enum: - - url - - b64_json - default: url - example: url - nullable: true - description: - The format in which the generated images are returned. Must be one - of `url` or `b64_json`. URLs are only valid for 60 minutes after the - image has been generated. - size: - type: string - enum: - - 256x256 - - 512x512 - - 1024x1024 - - 1792x1024 - - 1024x1792 - default: 1024x1024 - example: 1024x1024 - nullable: true - description: - The size of the generated images. Must be one of `256x256`, - `512x512`, or `1024x1024` for `dall-e-2`. Must be one of - `1024x1024`, `1792x1024`, or `1024x1792` for `dall-e-3` models. - style: - type: string - enum: - - vivid - - natural - default: vivid - example: vivid - nullable: true - description: - The style of the generated images. Must be one of `vivid` or - `natural`. Vivid causes the model to lean towards generating - hyper-real and dramatic images. Natural causes the model to produce - more natural, less hyper-real looking images. This param is only - supported for `dall-e-3`. - user: - type: string - example: user-1234 - description: > - A unique identifier representing your end-user, which can help - OpenAI to monitor and detect abuse. [Learn - more](/docs/guides/safety-best-practices#end-user-ids). - required: - - prompt - CreateImageVariationRequest: - type: object - properties: - image: - description: - The image to use as the basis for the variation(s). Must be a valid - PNG file, less than 4MB, and square. - type: string - format: binary - model: - anyOf: - - type: string - - type: string - enum: - - dall-e-2 - x-stainless-const: true - x-oaiTypeLabel: string - default: dall-e-2 - example: dall-e-2 - nullable: true - description: - The model to use for image generation. Only `dall-e-2` is supported - at this time. - n: - type: integer - minimum: 1 - maximum: 10 - default: 1 - example: 1 - nullable: true - description: - The number of images to generate. Must be between 1 and 10. For - `dall-e-3`, only `n=1` is supported. - response_format: - type: string - enum: - - url - - b64_json - default: url - example: url - nullable: true - description: - The format in which the generated images are returned. Must be one - of `url` or `b64_json`. URLs are only valid for 60 minutes after the - image has been generated. - size: - type: string - enum: - - 256x256 - - 512x512 - - 1024x1024 - default: 1024x1024 - example: 1024x1024 - nullable: true - description: - The size of the generated images. Must be one of `256x256`, - `512x512`, or `1024x1024`. - user: - type: string - example: user-1234 - description: > - A unique identifier representing your end-user, which can help - OpenAI to monitor and detect abuse. [Learn - more](/docs/guides/safety-best-practices#end-user-ids). - required: - - image - CreateMessageRequest: - type: object - additionalProperties: false - required: - - role - - content - properties: - role: - type: string - enum: - - user - - assistant - description: > - The role of the entity that is creating the message. Allowed values - include: - - - `user`: Indicates the message is sent by an actual user and should - be used in most cases to represent user-generated messages. - - - `assistant`: Indicates the message is generated by the assistant. - Use this value to insert messages from the assistant into the - conversation. - content: - oneOf: - - type: string - description: The text contents of the message. - title: Text content - - type: array - description: - An array of content parts with a defined type, each can be of type - `text` or images can be passed with `image_url` or `image_file`. - Image types are only supported on [Vision-compatible - models](/docs/models). - title: Array of content parts - items: - oneOf: - - $ref: "#/components/schemas/MessageContentImageFileObject" - - $ref: "#/components/schemas/MessageContentImageUrlObject" - - $ref: "#/components/schemas/MessageRequestContentTextObject" - x-oaiExpandable: true - minItems: 1 - x-oaiExpandable: true - attachments: - type: array - items: - type: object - properties: - file_id: - type: string - description: The ID of the file to attach to the message. - tools: - description: The tools to add this file to. - type: array - items: - oneOf: - - $ref: "#/components/schemas/AssistantToolsCode" - - $ref: "#/components/schemas/AssistantToolsFileSearchTypeOnly" - x-oaiExpandable: true - description: - A list of files attached to the message, and the tools they should - be added to. - required: - - file_id - - tools - nullable: true - metadata: - $ref: "#/components/schemas/Metadata" - CreateModerationRequest: - type: object - properties: - input: - description: > - Input (or inputs) to classify. Can be a single string, an array of - strings, or - - an array of multi-modal input objects similar to other models. - oneOf: - - type: string - description: A string of text to classify for moderation. - default: "" - example: I want to kill them. - - type: array - description: An array of strings to classify for moderation. - items: - type: string - default: "" - example: I want to kill them. - - type: array - description: An array of multi-modal inputs to the moderation model. - items: - x-oaiExpandable: true - oneOf: - - type: object - description: An object describing an image to classify. - properties: - type: - description: Always `image_url`. - type: string - enum: - - image_url - x-stainless-const: true - image_url: - type: object - description: - Contains either an image URL or a data URL for a base64 encoded - image. - properties: - url: - type: string - description: Either a URL of the image or the base64 encoded image data. - format: uri - example: https://example.com/image.jpg - required: - - url - required: - - type - - image_url - - type: object - description: An object describing text to classify. - properties: - type: - description: Always `text`. - type: string - enum: - - text - x-stainless-const: true - text: - description: A string of text to classify. - type: string - example: I want to kill them - required: - - type - - text - x-oaiExpandable: true - model: - description: | - The content moderation model you would like to use. Learn more in - [the moderation guide](/docs/guides/moderation), and learn about - available models [here](/docs/models#moderation). - nullable: false - default: omni-moderation-latest - example: omni-moderation-2024-09-26 - anyOf: - - type: string - - type: string - enum: - - omni-moderation-latest - - omni-moderation-2024-09-26 - - text-moderation-latest - - text-moderation-stable - x-oaiTypeLabel: string - required: - - input - CreateModerationResponse: - type: object - description: Represents if a given text input is potentially harmful. - properties: - id: - type: string - description: The unique identifier for the moderation request. - model: - type: string - description: The model used to generate the moderation results. - results: - type: array - description: A list of moderation objects. - items: - type: object - properties: - flagged: - type: boolean - description: Whether any of the below categories are flagged. - categories: - type: object - description: A list of the categories, and whether they are flagged or not. - properties: - hate: - type: boolean - description: - Content that expresses, incites, or promotes hate based on race, - gender, ethnicity, religion, nationality, sexual - orientation, disability status, or caste. Hateful content - aimed at non-protected groups (e.g., chess players) is - harassment. - hate/threatening: - type: boolean - description: - Hateful content that also includes violence or serious harm towards - the targeted group based on race, gender, ethnicity, - religion, nationality, sexual orientation, disability - status, or caste. - harassment: - type: boolean - description: - Content that expresses, incites, or promotes harassing language - towards any target. - harassment/threatening: - type: boolean - description: - Harassment content that also includes violence or serious harm - towards any target. - illicit: - type: boolean - description: - Content that includes instructions or advice that facilitate the - planning or execution of wrongdoing, or that gives advice - or instruction on how to commit illicit acts. For example, - "how to shoplift" would fit this category. - illicit/violent: - type: boolean - description: - Content that includes instructions or advice that facilitate the - planning or execution of wrongdoing that also includes - violence, or that gives advice or instruction on the - procurement of any weapon. - self-harm: - type: boolean - description: - Content that promotes, encourages, or depicts acts of self-harm, - such as suicide, cutting, and eating disorders. - self-harm/intent: - type: boolean - description: - Content where the speaker expresses that they are engaging or - intend to engage in acts of self-harm, such as suicide, - cutting, and eating disorders. - self-harm/instructions: - type: boolean - description: - Content that encourages performing acts of self-harm, such as - suicide, cutting, and eating disorders, or that gives - instructions or advice on how to commit such acts. - sexual: - type: boolean - description: - Content meant to arouse sexual excitement, such as the description - of sexual activity, or that promotes sexual services - (excluding sex education and wellness). - sexual/minors: - type: boolean - description: - Sexual content that includes an individual who is under 18 years - old. - violence: - type: boolean - description: Content that depicts death, violence, or physical injury. - violence/graphic: - type: boolean - description: - Content that depicts death, violence, or physical injury in graphic - detail. - required: - - hate - - hate/threatening - - harassment - - harassment/threatening - - illicit - - illicit/violent - - self-harm - - self-harm/intent - - self-harm/instructions - - sexual - - sexual/minors - - violence - - violence/graphic - category_scores: - type: object - description: - A list of the categories along with their scores as predicted by - model. - properties: - hate: - type: number - description: The score for the category 'hate'. - hate/threatening: - type: number - description: The score for the category 'hate/threatening'. - harassment: - type: number - description: The score for the category 'harassment'. - harassment/threatening: - type: number - description: The score for the category 'harassment/threatening'. - illicit: - type: number - description: The score for the category 'illicit'. - illicit/violent: - type: number - description: The score for the category 'illicit/violent'. - self-harm: - type: number - description: The score for the category 'self-harm'. - self-harm/intent: - type: number - description: The score for the category 'self-harm/intent'. - self-harm/instructions: - type: number - description: The score for the category 'self-harm/instructions'. - sexual: - type: number - description: The score for the category 'sexual'. - sexual/minors: - type: number - description: The score for the category 'sexual/minors'. - violence: - type: number - description: The score for the category 'violence'. - violence/graphic: - type: number - description: The score for the category 'violence/graphic'. - required: - - hate - - hate/threatening - - harassment - - harassment/threatening - - illicit - - illicit/violent - - self-harm - - self-harm/intent - - self-harm/instructions - - sexual - - sexual/minors - - violence - - violence/graphic - category_applied_input_types: - type: object - description: - A list of the categories along with the input type(s) that the - score applies to. - properties: - hate: - type: array - description: The applied input type(s) for the category 'hate'. - items: - type: string - enum: - - text - x-stainless-const: true - hate/threatening: - type: array - description: The applied input type(s) for the category 'hate/threatening'. - items: - type: string - enum: - - text - x-stainless-const: true - harassment: - type: array - description: The applied input type(s) for the category 'harassment'. - items: - type: string - enum: - - text - x-stainless-const: true - harassment/threatening: - type: array - description: The applied input type(s) for the category - 'harassment/threatening'. - items: - type: string - enum: - - text - x-stainless-const: true - illicit: - type: array - description: The applied input type(s) for the category 'illicit'. - items: - type: string - enum: - - text - x-stainless-const: true - illicit/violent: - type: array - description: The applied input type(s) for the category 'illicit/violent'. - items: - type: string - enum: - - text - x-stainless-const: true - self-harm: - type: array - description: The applied input type(s) for the category 'self-harm'. - items: - type: string - enum: - - text - - image - self-harm/intent: - type: array - description: The applied input type(s) for the category 'self-harm/intent'. - items: - type: string - enum: - - text - - image - self-harm/instructions: - type: array - description: The applied input type(s) for the category - 'self-harm/instructions'. - items: - type: string - enum: - - text - - image - sexual: - type: array - description: The applied input type(s) for the category 'sexual'. - items: - type: string - enum: - - text - - image - sexual/minors: - type: array - description: The applied input type(s) for the category 'sexual/minors'. - items: - type: string - enum: - - text - x-stainless-const: true - violence: - type: array - description: The applied input type(s) for the category 'violence'. - items: - type: string - enum: - - text - - image - violence/graphic: - type: array - description: The applied input type(s) for the category 'violence/graphic'. - items: - type: string - enum: - - text - - image - required: - - hate - - hate/threatening - - harassment - - harassment/threatening - - illicit - - illicit/violent - - self-harm - - self-harm/intent - - self-harm/instructions - - sexual - - sexual/minors - - violence - - violence/graphic - required: - - flagged - - categories - - category_scores - - category_applied_input_types - required: - - id - - model - - results - x-oaiMeta: - name: The moderation object - example: | - { - "id": "modr-0d9740456c391e43c445bf0f010940c7", - "model": "omni-moderation-latest", - "results": [ - { - "flagged": true, - "categories": { - "harassment": true, - "harassment/threatening": true, - "sexual": false, - "hate": false, - "hate/threatening": false, - "illicit": false, - "illicit/violent": false, - "self-harm/intent": false, - "self-harm/instructions": false, - "self-harm": false, - "sexual/minors": false, - "violence": true, - "violence/graphic": true - }, - "category_scores": { - "harassment": 0.8189693396524255, - "harassment/threatening": 0.804985420696006, - "sexual": 1.573112165348997e-6, - "hate": 0.007562942636942845, - "hate/threatening": 0.004208854591835476, - "illicit": 0.030535955153511665, - "illicit/violent": 0.008925306722380033, - "self-harm/intent": 0.00023023930975076432, - "self-harm/instructions": 0.0002293869201073356, - "self-harm": 0.012598046106750154, - "sexual/minors": 2.212566909570261e-8, - "violence": 0.9999992735124786, - "violence/graphic": 0.843064871157054 - }, - "category_applied_input_types": { - "harassment": [ - "text" - ], - "harassment/threatening": [ - "text" - ], - "sexual": [ - "text", - "image" - ], - "hate": [ - "text" - ], - "hate/threatening": [ - "text" - ], - "illicit": [ - "text" - ], - "illicit/violent": [ - "text" - ], - "self-harm/intent": [ - "text", - "image" - ], - "self-harm/instructions": [ - "text", - "image" - ], - "self-harm": [ - "text", - "image" - ], - "sexual/minors": [ - "text" - ], - "violence": [ - "text", - "image" - ], - "violence/graphic": [ - "text", - "image" - ] - } - } - ] - } - CreateRunRequest: - type: object - additionalProperties: false - properties: - assistant_id: - description: - The ID of the [assistant](/docs/api-reference/assistants) to use to - execute this run. - type: string - model: - description: - The ID of the [Model](/docs/api-reference/models) to be used to - execute this run. If a value is provided here, it will override the - model associated with the assistant. If not, the model associated - with the assistant will be used. - example: gpt-4o - anyOf: - - type: string - - type: string - enum: - - gpt-4o - - gpt-4o-2024-11-20 - - gpt-4o-2024-08-06 - - gpt-4o-2024-05-13 - - gpt-4o-mini - - gpt-4o-mini-2024-07-18 - - gpt-4-turbo - - gpt-4-turbo-2024-04-09 - - gpt-4-0125-preview - - gpt-4-turbo-preview - - gpt-4-1106-preview - - gpt-4-vision-preview - - gpt-4 - - gpt-4-0314 - - gpt-4-0613 - - gpt-4-32k - - gpt-4-32k-0314 - - gpt-4-32k-0613 - - gpt-3.5-turbo - - gpt-3.5-turbo-16k - - gpt-3.5-turbo-0613 - - gpt-3.5-turbo-1106 - - gpt-3.5-turbo-0125 - - gpt-3.5-turbo-16k-0613 - x-oaiTypeLabel: string - nullable: true - instructions: - description: Overrides the - [instructions](/docs/api-reference/assistants/createAssistant) of - the assistant. This is useful for modifying the behavior on a - per-run basis. - type: string - nullable: true - additional_instructions: - description: - Appends additional instructions at the end of the instructions for - the run. This is useful for modifying the behavior on a per-run - basis without overriding other instructions. - type: string - nullable: true - additional_messages: - description: Adds additional messages to the thread before creating the run. - type: array - items: - $ref: "#/components/schemas/CreateMessageRequest" - nullable: true - tools: - description: - Override the tools the assistant can use for this run. This is - useful for modifying the behavior on a per-run basis. - nullable: true - type: array - maxItems: 20 - items: - oneOf: - - $ref: "#/components/schemas/AssistantToolsCode" - - $ref: "#/components/schemas/AssistantToolsFileSearch" - - $ref: "#/components/schemas/AssistantToolsFunction" - x-oaiExpandable: true - metadata: - $ref: "#/components/schemas/Metadata" - temperature: - type: number - minimum: 0 - maximum: 2 - default: 1 - example: 1 - nullable: true - description: > - What sampling temperature to use, between 0 and 2. Higher values - like 0.8 will make the output more random, while lower values like - 0.2 will make it more focused and deterministic. - top_p: - type: number - minimum: 0 - maximum: 1 - default: 1 - example: 1 - nullable: true - description: > - An alternative to sampling with temperature, called nucleus - sampling, where the model considers the results of the tokens with - top_p probability mass. So 0.1 means only the tokens comprising the - top 10% probability mass are considered. - - - We generally recommend altering this or temperature but not both. - stream: - type: boolean - nullable: true - description: > - If `true`, returns a stream of events that happen during the Run as - server-sent events, terminating when the Run enters a terminal state - with a `data: [DONE]` message. - max_prompt_tokens: - type: integer - nullable: true - description: > - The maximum number of prompt tokens that may be used over the course - of the run. The run will make a best effort to use only the number - of prompt tokens specified, across multiple turns of the run. If the - run exceeds the number of prompt tokens specified, the run will end - with status `incomplete`. See `incomplete_details` for more info. - minimum: 256 - max_completion_tokens: - type: integer - nullable: true - description: > - The maximum number of completion tokens that may be used over the - course of the run. The run will make a best effort to use only the - number of completion tokens specified, across multiple turns of the - run. If the run exceeds the number of completion tokens specified, - the run will end with status `incomplete`. See `incomplete_details` - for more info. - minimum: 256 - truncation_strategy: - allOf: - - $ref: "#/components/schemas/TruncationObject" - - nullable: true - tool_choice: - allOf: - - $ref: "#/components/schemas/AssistantsApiToolChoiceOption" - - nullable: true - parallel_tool_calls: - $ref: "#/components/schemas/ParallelToolCalls" - response_format: - allOf: - - $ref: "#/components/schemas/AssistantsApiResponseFormatOption" - - nullable: true - required: - - assistant_id - CreateSpeechRequest: - type: object - additionalProperties: false - properties: - model: - description: > - One of the available [TTS models](/docs/models#tts): `tts-1` or - `tts-1-hd` - anyOf: - - type: string - - type: string - enum: - - tts-1 - - tts-1-hd - x-oaiTypeLabel: string - input: - type: string - description: - The text to generate audio for. The maximum length is 4096 - characters. - maxLength: 4096 - voice: - description: - The voice to use when generating the audio. Supported voices are - `alloy`, `ash`, `coral`, `echo`, `fable`, `onyx`, `nova`, `sage` and - `shimmer`. Previews of the voices are available in the [Text to - speech guide](/docs/guides/text-to-speech#voice-options). - type: string - enum: - - alloy - - ash - - coral - - echo - - fable - - onyx - - nova - - sage - - shimmer - response_format: - description: - The format to audio in. Supported formats are `mp3`, `opus`, `aac`, - `flac`, `wav`, and `pcm`. - default: mp3 - type: string - enum: - - mp3 - - opus - - aac - - flac - - wav - - pcm - speed: - description: - The speed of the generated audio. Select a value from `0.25` to - `4.0`. `1.0` is the default. - type: number - default: 1 - minimum: 0.25 - maximum: 4 - required: - - model - - input - - voice - CreateThreadAndRunRequest: - type: object - additionalProperties: false - properties: - assistant_id: - description: - The ID of the [assistant](/docs/api-reference/assistants) to use to - execute this run. - type: string - thread: - $ref: "#/components/schemas/CreateThreadRequest" - model: - description: - The ID of the [Model](/docs/api-reference/models) to be used to - execute this run. If a value is provided here, it will override the - model associated with the assistant. If not, the model associated - with the assistant will be used. - example: gpt-4o - anyOf: - - type: string - - type: string - enum: - - gpt-4o - - gpt-4o-2024-11-20 - - gpt-4o-2024-08-06 - - gpt-4o-2024-05-13 - - gpt-4o-mini - - gpt-4o-mini-2024-07-18 - - gpt-4-turbo - - gpt-4-turbo-2024-04-09 - - gpt-4-0125-preview - - gpt-4-turbo-preview - - gpt-4-1106-preview - - gpt-4-vision-preview - - gpt-4 - - gpt-4-0314 - - gpt-4-0613 - - gpt-4-32k - - gpt-4-32k-0314 - - gpt-4-32k-0613 - - gpt-3.5-turbo - - gpt-3.5-turbo-16k - - gpt-3.5-turbo-0613 - - gpt-3.5-turbo-1106 - - gpt-3.5-turbo-0125 - - gpt-3.5-turbo-16k-0613 - x-oaiTypeLabel: string - nullable: true - instructions: - description: - Override the default system message of the assistant. This is - useful for modifying the behavior on a per-run basis. - type: string - nullable: true - tools: - description: - Override the tools the assistant can use for this run. This is - useful for modifying the behavior on a per-run basis. - nullable: true - type: array - maxItems: 20 - items: - oneOf: - - $ref: "#/components/schemas/AssistantToolsCode" - - $ref: "#/components/schemas/AssistantToolsFileSearch" - - $ref: "#/components/schemas/AssistantToolsFunction" - tool_resources: - type: object - description: > - A set of resources that are used by the assistant's tools. The - resources are specific to the type of tool. For example, the - `code_interpreter` tool requires a list of file IDs, while the - `file_search` tool requires a list of vector store IDs. - properties: - code_interpreter: - type: object - properties: - file_ids: - type: array - description: > - A list of [file](/docs/api-reference/files) IDs made - available to the `code_interpreter` tool. There can be a - maximum of 20 files associated with the tool. - default: [] - maxItems: 20 - items: - type: string - file_search: - type: object - properties: - vector_store_ids: - type: array - description: > - The ID of the [vector - store](/docs/api-reference/vector-stores/object) attached to - this assistant. There can be a maximum of 1 vector store - attached to the assistant. - maxItems: 1 - items: - type: string - nullable: true - metadata: - $ref: "#/components/schemas/Metadata" - temperature: - type: number - minimum: 0 - maximum: 2 - default: 1 - example: 1 - nullable: true - description: > - What sampling temperature to use, between 0 and 2. Higher values - like 0.8 will make the output more random, while lower values like - 0.2 will make it more focused and deterministic. - top_p: - type: number - minimum: 0 - maximum: 1 - default: 1 - example: 1 - nullable: true - description: > - An alternative to sampling with temperature, called nucleus - sampling, where the model considers the results of the tokens with - top_p probability mass. So 0.1 means only the tokens comprising the - top 10% probability mass are considered. - - - We generally recommend altering this or temperature but not both. - stream: - type: boolean - nullable: true - description: > - If `true`, returns a stream of events that happen during the Run as - server-sent events, terminating when the Run enters a terminal state - with a `data: [DONE]` message. - max_prompt_tokens: - type: integer - nullable: true - description: > - The maximum number of prompt tokens that may be used over the course - of the run. The run will make a best effort to use only the number - of prompt tokens specified, across multiple turns of the run. If the - run exceeds the number of prompt tokens specified, the run will end - with status `incomplete`. See `incomplete_details` for more info. - minimum: 256 - max_completion_tokens: - type: integer - nullable: true - description: > - The maximum number of completion tokens that may be used over the - course of the run. The run will make a best effort to use only the - number of completion tokens specified, across multiple turns of the - run. If the run exceeds the number of completion tokens specified, - the run will end with status `incomplete`. See `incomplete_details` - for more info. - minimum: 256 - truncation_strategy: - allOf: - - $ref: "#/components/schemas/TruncationObject" - - nullable: true - tool_choice: - allOf: - - $ref: "#/components/schemas/AssistantsApiToolChoiceOption" - - nullable: true - parallel_tool_calls: - $ref: "#/components/schemas/ParallelToolCalls" - response_format: - allOf: - - $ref: "#/components/schemas/AssistantsApiResponseFormatOption" - - nullable: true - required: - - assistant_id - CreateThreadRequest: - type: object - description: | - Options to create a new thread. If no thread is provided when running a - request, an empty thread will be created. - additionalProperties: false - properties: - messages: - description: - A list of [messages](/docs/api-reference/messages) to start the - thread with. - type: array - items: - $ref: "#/components/schemas/CreateMessageRequest" - tool_resources: - type: object - description: > - A set of resources that are made available to the assistant's tools - in this thread. The resources are specific to the type of tool. For - example, the `code_interpreter` tool requires a list of file IDs, - while the `file_search` tool requires a list of vector store IDs. - properties: - code_interpreter: - type: object - properties: - file_ids: - type: array - description: > - A list of [file](/docs/api-reference/files) IDs made - available to the `code_interpreter` tool. There can be a - maximum of 20 files associated with the tool. - default: [] - maxItems: 20 - items: - type: string - file_search: - type: object - properties: - vector_store_ids: - type: array - description: > - The [vector store](/docs/api-reference/vector-stores/object) - attached to this thread. There can be a maximum of 1 vector - store attached to the thread. - maxItems: 1 - items: - type: string - vector_stores: - type: array - description: > - A helper to create a [vector - store](/docs/api-reference/vector-stores/object) with - file_ids and attach it to this thread. There can be a - maximum of 1 vector store attached to the thread. - maxItems: 1 - items: - type: object - properties: - file_ids: - type: array - description: > - A list of [file](/docs/api-reference/files) IDs to add - to the vector store. There can be a maximum of 10000 - files in a vector store. - maxItems: 10000 - items: - type: string - chunking_strategy: - type: object - description: - The chunking strategy used to chunk the file(s). If not set, will - use the `auto` strategy. - oneOf: - - type: object - title: Auto Chunking Strategy - description: - The default strategy. This strategy currently uses a - `max_chunk_size_tokens` of `800` and - `chunk_overlap_tokens` of `400`. - additionalProperties: false - properties: - type: - type: string - description: Always `auto`. - enum: - - auto - x-stainless-const: true - required: - - type - - type: object - title: Static Chunking Strategy - additionalProperties: false - properties: - type: - type: string - description: Always `static`. - enum: - - static - x-stainless-const: true - static: - type: object - additionalProperties: false - properties: - max_chunk_size_tokens: - type: integer - minimum: 100 - maximum: 4096 - description: - The maximum number of tokens in each chunk. The default value is - `800`. The minimum value is `100` and the - maximum value is `4096`. - chunk_overlap_tokens: - type: integer - description: > - The number of tokens that overlap between - chunks. The default value is `400`. - - - Note that the overlap must not exceed half - of `max_chunk_size_tokens`. - required: - - max_chunk_size_tokens - - chunk_overlap_tokens - required: - - type - - static - x-oaiExpandable: true - metadata: - $ref: "#/components/schemas/Metadata" - x-oaiExpandable: true - oneOf: - - required: - - vector_store_ids - - required: - - vector_stores - nullable: true - metadata: - $ref: "#/components/schemas/Metadata" - CreateTranscriptionRequest: - type: object - additionalProperties: false - properties: - file: - description: > - The audio file object (not file name) to transcribe, in one of these - formats: flac, mp3, mp4, mpeg, mpga, m4a, ogg, wav, or webm. - type: string - x-oaiTypeLabel: file - format: binary - model: - description: > - ID of the model to use. Only `whisper-1` (which is powered by our - open source Whisper V2 model) is currently available. - example: whisper-1 - anyOf: - - type: string - - type: string - enum: - - whisper-1 - x-stainless-const: true - x-oaiTypeLabel: string - language: - description: > - The language of the input audio. Supplying the input language in - [ISO-639-1](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes) - (e.g. `en`) format will improve accuracy and latency. - type: string - prompt: - description: > - An optional text to guide the model's style or continue a previous - audio segment. The [prompt](/docs/guides/speech-to-text#prompting) - should match the audio language. - type: string - response_format: - $ref: "#/components/schemas/AudioResponseFormat" - temperature: - description: > - The sampling temperature, between 0 and 1. Higher values like 0.8 - will make the output more random, while lower values like 0.2 will - make it more focused and deterministic. If set to 0, the model will - use [log probability](https://en.wikipedia.org/wiki/Log_probability) - to automatically increase the temperature until certain thresholds - are hit. - type: number - default: 0 - timestamp_granularities[]: - description: > - The timestamp granularities to populate for this transcription. - `response_format` must be set `verbose_json` to use timestamp - granularities. Either or both of these options are supported: - `word`, or `segment`. Note: There is no additional latency for - segment timestamps, but generating word timestamps incurs additional - latency. - type: array - items: - type: string - enum: - - word - - segment - default: - - segment - required: - - file - - model - CreateTranscriptionResponseJson: - type: object - description: - Represents a transcription response returned by model, based on the - provided input. - properties: - text: - type: string - description: The transcribed text. - required: - - text - x-oaiMeta: - name: The transcription object (JSON) - group: audio - example: > - { - "text": "Imagine the wildest idea that you've ever had, and you're curious about how it might scale to something that's a 100, a 1,000 times bigger. This is a place where you can get to do that." - } - CreateTranscriptionResponseVerboseJson: - type: object - description: - Represents a verbose json transcription response returned by model, - based on the provided input. - properties: - language: - type: string - description: The language of the input audio. - duration: - type: number - description: The duration of the input audio. - text: - type: string - description: The transcribed text. - words: - type: array - description: Extracted words and their corresponding timestamps. - items: - $ref: "#/components/schemas/TranscriptionWord" - segments: - type: array - description: Segments of the transcribed text and their corresponding details. - items: - $ref: "#/components/schemas/TranscriptionSegment" - required: - - language - - duration - - text - x-oaiMeta: - name: The transcription object (Verbose JSON) - group: audio - example: > - { - "task": "transcribe", - "language": "english", - "duration": 8.470000267028809, - "text": "The beach was a popular spot on a hot summer day. People were swimming in the ocean, building sandcastles, and playing beach volleyball.", - "segments": [ - { - "id": 0, - "seek": 0, - "start": 0.0, - "end": 3.319999933242798, - "text": " The beach was a popular spot on a hot summer day.", - "tokens": [ - 50364, 440, 7534, 390, 257, 3743, 4008, 322, 257, 2368, 4266, 786, 13, 50530 - ], - "temperature": 0.0, - "avg_logprob": -0.2860786020755768, - "compression_ratio": 1.2363636493682861, - "no_speech_prob": 0.00985979475080967 - }, - ... - ] - } - CreateTranslationRequest: - type: object - additionalProperties: false - properties: - file: - description: > - The audio file object (not file name) translate, in one of these - formats: flac, mp3, mp4, mpeg, mpga, m4a, ogg, wav, or webm. - type: string - x-oaiTypeLabel: file - format: binary - model: - description: > - ID of the model to use. Only `whisper-1` (which is powered by our - open source Whisper V2 model) is currently available. - example: whisper-1 - anyOf: - - type: string - - type: string - enum: - - whisper-1 - x-stainless-const: true - x-oaiTypeLabel: string - prompt: - description: > - An optional text to guide the model's style or continue a previous - audio segment. The [prompt](/docs/guides/speech-to-text#prompting) - should be in English. - type: string - response_format: - $ref: "#/components/schemas/AudioResponseFormat" - temperature: - description: > - The sampling temperature, between 0 and 1. Higher values like 0.8 - will make the output more random, while lower values like 0.2 will - make it more focused and deterministic. If set to 0, the model will - use [log probability](https://en.wikipedia.org/wiki/Log_probability) - to automatically increase the temperature until certain thresholds - are hit. - type: number - default: 0 - required: - - file - - model - CreateTranslationResponseJson: - type: object - properties: - text: - type: string - required: - - text - CreateTranslationResponseVerboseJson: - type: object - properties: - language: - type: string - description: The language of the output translation (always `english`). - duration: - type: number - description: The duration of the input audio. - text: - type: string - description: The translated text. - segments: - type: array - description: Segments of the translated text and their corresponding details. - items: - $ref: "#/components/schemas/TranscriptionSegment" - required: - - language - - duration - - text - CreateUploadRequest: - type: object - additionalProperties: false - properties: - filename: - description: | - The name of the file to upload. - type: string - purpose: - description: > - The intended purpose of the uploaded file. - - - See the [documentation on File - purposes](/docs/api-reference/files/create#files-create-purpose). - type: string - enum: - - assistants - - batch - - fine-tune - - vision - bytes: - description: | - The number of bytes in the file you are uploading. - type: integer - mime_type: - description: > - The MIME type of the file. - - - This must fall within the supported MIME types for your file - purpose. See the supported MIME types for assistants and vision. - type: string - required: - - filename - - purpose - - bytes - - mime_type - CreateVectorStoreFileBatchRequest: - type: object - additionalProperties: false - properties: - file_ids: - description: - A list of [File](/docs/api-reference/files) IDs that the vector - store should use. Useful for tools like `file_search` that can - access files. - type: array - minItems: 1 - maxItems: 500 - items: - type: string - chunking_strategy: - $ref: "#/components/schemas/ChunkingStrategyRequestParam" - required: - - file_ids - CreateVectorStoreFileRequest: - type: object - additionalProperties: false - properties: - file_id: - description: - A [File](/docs/api-reference/files) ID that the vector store should - use. Useful for tools like `file_search` that can access files. - type: string - chunking_strategy: - $ref: "#/components/schemas/ChunkingStrategyRequestParam" - required: - - file_id - CreateVectorStoreRequest: - type: object - additionalProperties: false - properties: - file_ids: - description: - A list of [File](/docs/api-reference/files) IDs that the vector - store should use. Useful for tools like `file_search` that can - access files. - type: array - maxItems: 500 - items: - type: string - name: - description: The name of the vector store. - type: string - expires_after: - $ref: "#/components/schemas/VectorStoreExpirationAfter" - chunking_strategy: - type: object - description: - The chunking strategy used to chunk the file(s). If not set, will - use the `auto` strategy. Only applicable if `file_ids` is non-empty. - oneOf: - - $ref: "#/components/schemas/AutoChunkingStrategyRequestParam" - - $ref: "#/components/schemas/StaticChunkingStrategyRequestParam" - x-oaiExpandable: true - metadata: - $ref: "#/components/schemas/Metadata" - DefaultProjectErrorResponse: - type: object - properties: - code: - type: integer - message: - type: string - required: - - code - - message - DeleteAssistantResponse: - type: object - properties: - id: - type: string - deleted: - type: boolean - object: - type: string - enum: - - assistant.deleted - x-stainless-const: true - required: - - id - - object - - deleted - DeleteFileResponse: - type: object - properties: - id: - type: string - object: - type: string - enum: - - file - x-stainless-const: true - deleted: - type: boolean - required: - - id - - object - - deleted - DeleteMessageResponse: - type: object - properties: - id: - type: string - deleted: - type: boolean - object: - type: string - enum: - - thread.message.deleted - x-stainless-const: true - required: - - id - - object - - deleted - DeleteModelResponse: - type: object - properties: - id: - type: string - deleted: - type: boolean - object: - type: string - required: - - id - - object - - deleted - DeleteThreadResponse: - type: object - properties: - id: - type: string - deleted: - type: boolean - object: - type: string - enum: - - thread.deleted - x-stainless-const: true - required: - - id - - object - - deleted - DeleteVectorStoreFileResponse: - type: object - properties: - id: - type: string - deleted: - type: boolean - object: - type: string - enum: - - vector_store.file.deleted - x-stainless-const: true - required: - - id - - object - - deleted - DeleteVectorStoreResponse: - type: object - properties: - id: - type: string - deleted: - type: boolean - object: - type: string - enum: - - vector_store.deleted - x-stainless-const: true - required: - - id - - object - - deleted - DoneEvent: - type: object - properties: - event: - type: string - enum: - - done - x-stainless-const: true - data: - type: string - enum: - - "[DONE]" - x-stainless-const: true - required: - - event - - data - description: Occurs when a stream ends. - x-oaiMeta: - dataDescription: "`data` is `[DONE]`" - Embedding: - type: object - description: | - Represents an embedding vector returned by embedding endpoint. - properties: - index: - type: integer - description: The index of the embedding in the list of embeddings. - embedding: - type: array - description: > - The embedding vector, which is a list of floats. The length of - vector depends on the model as listed in the [embedding - guide](/docs/guides/embeddings). - items: - type: number - object: - type: string - description: The object type, which is always "embedding". - enum: - - embedding - x-stainless-const: true - required: - - index - - object - - embedding - x-oaiMeta: - name: The embedding object - example: | - { - "object": "embedding", - "embedding": [ - 0.0023064255, - -0.009327292, - .... (1536 floats total for ada-002) - -0.0028842222, - ], - "index": 0 - } - Error: - type: object - properties: - code: - type: string - nullable: true - message: - type: string - nullable: false - param: - type: string - nullable: true - type: - type: string - nullable: false - required: - - type - - message - - param - - code - ErrorEvent: - type: object - properties: - event: - type: string - enum: - - error - x-stainless-const: true - data: - $ref: "#/components/schemas/Error" - required: - - event - - data - description: - Occurs when an [error](/docs/guides/error-codes#api-errors) occurs. - This can happen due to an internal server error or a timeout. - x-oaiMeta: - dataDescription: "`data` is an [error](/docs/guides/error-codes#api-errors)" - ErrorResponse: - type: object - properties: - error: - $ref: "#/components/schemas/Error" - required: - - error - FileSearchRankingOptions: - title: File search tool call ranking options - type: object - description: > - The ranking options for the file search. If not specified, the file - search tool will use the `auto` ranker and a score_threshold of 0. - - - See the [file search tool - documentation](/docs/assistants/tools/file-search#customizing-file-search-settings) - for more information. - properties: - ranker: - type: string - description: - The ranker to use for the file search. If not specified will use - the `auto` ranker. - enum: - - auto - - default_2024_08_21 - score_threshold: - type: number - description: - The score threshold for the file search. All values must be a - floating point number between 0 and 1. - minimum: 0 - maximum: 1 - required: - - score_threshold - FineTuneChatCompletionRequestAssistantMessage: - allOf: - - type: object - title: Assistant message - deprecated: false - properties: - weight: - type: integer - enum: - - 0 - - 1 - description: Controls whether the assistant message is trained against (0 or 1) - - $ref: "#/components/schemas/ChatCompletionRequestAssistantMessage" - required: - - role - FineTuneChatRequestInput: - type: object - description: - The per-line training example of a fine-tuning input file for chat - models using the supervised method. - properties: - messages: - type: array - minItems: 1 - items: - oneOf: - - $ref: "#/components/schemas/ChatCompletionRequestSystemMessage" - - $ref: "#/components/schemas/ChatCompletionRequestUserMessage" - - $ref: "#/components/schemas/FineTuneChatCompletionRequestAssistantMessage" - - $ref: "#/components/schemas/ChatCompletionRequestToolMessage" - - $ref: "#/components/schemas/ChatCompletionRequestFunctionMessage" - x-oaiExpandable: true - tools: - type: array - description: A list of tools the model may generate JSON inputs for. - items: - $ref: "#/components/schemas/ChatCompletionTool" - parallel_tool_calls: - $ref: "#/components/schemas/ParallelToolCalls" - functions: - deprecated: true - description: A list of functions the model may generate JSON inputs for. - type: array - minItems: 1 - maxItems: 128 - items: - $ref: "#/components/schemas/ChatCompletionFunctions" - x-oaiMeta: - name: Training format for chat models using the supervised method - example: > - { - "messages": [ - { "role": "user", "content": "What is the weather in San Francisco?" }, - { - "role": "assistant", - "tool_calls": [ - { - "id": "call_id", - "type": "function", - "function": { - "name": "get_current_weather", - "arguments": "{\"location\": \"San Francisco, USA\", \"format\": \"celsius\"}" - } - } - ] - } - ], - "parallel_tool_calls": false, - "tools": [ - { - "type": "function", - "function": { - "name": "get_current_weather", - "description": "Get the current weather", - "parameters": { - "type": "object", - "properties": { - "location": { - "type": "string", - "description": "The city and country, eg. San Francisco, USA" - }, - "format": { "type": "string", "enum": ["celsius", "fahrenheit"] } - }, - "required": ["location", "format"] - } - } - } - ] - } - FineTuneCompletionRequestInput: - type: object - description: The per-line training example of a fine-tuning input file for - completions models - properties: - prompt: - type: string - description: The input prompt for this training example. - completion: - type: string - description: The desired completion for this training example. - x-oaiMeta: - name: Training format for completions models - example: | - { - "prompt": "What is the answer to 2+2", - "completion": "4" - } - FineTuneDPOMethod: - type: object - description: Configuration for the DPO fine-tuning method. - properties: - hyperparameters: - type: object - description: The hyperparameters used for the fine-tuning job. - properties: - beta: - description: > - The beta value for the DPO method. A higher beta value will - increase the weight of the penalty between the policy and - reference model. - oneOf: - - type: string - enum: - - auto - x-stainless-const: true - - type: number - minimum: 0 - maximum: 2 - exclusiveMinimum: true - default: auto - batch_size: - description: > - Number of examples in each batch. A larger batch size means that - model parameters are updated less frequently, but with lower - variance. - oneOf: - - type: string - enum: - - auto - x-stainless-const: true - - type: integer - minimum: 1 - maximum: 256 - default: auto - learning_rate_multiplier: - description: > - Scaling factor for the learning rate. A smaller learning rate - may be useful to avoid overfitting. - oneOf: - - type: string - enum: - - auto - x-stainless-const: true - - type: number - minimum: 0 - exclusiveMinimum: true - default: auto - n_epochs: - description: > - The number of epochs to train the model for. An epoch refers to - one full cycle through the training dataset. - oneOf: - - type: string - enum: - - auto - x-stainless-const: true - - type: integer - minimum: 1 - maximum: 50 - default: auto - FineTuneMethod: - type: object - description: The method used for fine-tuning. - properties: - type: - type: string - description: The type of method. Is either `supervised` or `dpo`. - enum: - - supervised - - dpo - supervised: - $ref: "#/components/schemas/FineTuneSupervisedMethod" - dpo: - $ref: "#/components/schemas/FineTuneDPOMethod" - FineTunePreferenceRequestInput: - type: object - description: - The per-line training example of a fine-tuning input file for chat - models using the dpo method. - properties: - input: - type: object - properties: - messages: - type: array - minItems: 1 - items: - oneOf: - - $ref: "#/components/schemas/ChatCompletionRequestSystemMessage" - - $ref: "#/components/schemas/ChatCompletionRequestUserMessage" - - $ref: "#/components/schemas/FineTuneChatCompletionRequestAssistantMessage" - - $ref: "#/components/schemas/ChatCompletionRequestToolMessage" - - $ref: "#/components/schemas/ChatCompletionRequestFunctionMessage" - x-oaiExpandable: true - tools: - type: array - description: A list of tools the model may generate JSON inputs for. - items: - $ref: "#/components/schemas/ChatCompletionTool" - parallel_tool_calls: - $ref: "#/components/schemas/ParallelToolCalls" - preferred_completion: - type: array - description: The preferred completion message for the output. - maxItems: 1 - items: - oneOf: - - $ref: "#/components/schemas/ChatCompletionRequestAssistantMessage" - x-oaiExpandable: true - non_preferred_completion: - type: array - description: The non-preferred completion message for the output. - maxItems: 1 - items: - oneOf: - - $ref: "#/components/schemas/ChatCompletionRequestAssistantMessage" - x-oaiExpandable: true - x-oaiMeta: - name: Training format for chat models using the preference method - example: > - { - "input": { - "messages": [ - { "role": "user", "content": "What is the weather in San Francisco?" } - ] - }, - "preferred_completion": [ - { - "role": "assistant", - "content": "The weather in San Francisco is 70 degrees Fahrenheit." - } - ], - "non_preferred_completion": [ - { - "role": "assistant", - "content": "The weather in San Francisco is 21 degrees Celsius." - } - ] - } - FineTuneSupervisedMethod: - type: object - description: Configuration for the supervised fine-tuning method. - properties: - hyperparameters: - type: object - description: The hyperparameters used for the fine-tuning job. - properties: - batch_size: - description: > - Number of examples in each batch. A larger batch size means that - model parameters are updated less frequently, but with lower - variance. - oneOf: - - type: string - enum: - - auto - x-stainless-const: true - - type: integer - minimum: 1 - maximum: 256 - default: auto - learning_rate_multiplier: - description: > - Scaling factor for the learning rate. A smaller learning rate - may be useful to avoid overfitting. - oneOf: - - type: string - enum: - - auto - x-stainless-const: true - - type: number - minimum: 0 - exclusiveMinimum: true - default: auto - n_epochs: - description: > - The number of epochs to train the model for. An epoch refers to - one full cycle through the training dataset. - oneOf: - - type: string - enum: - - auto - x-stainless-const: true - - type: integer - minimum: 1 - maximum: 50 - default: auto - FineTuningIntegration: - type: object - title: Fine-Tuning Job Integration - required: - - type - - wandb - properties: - type: - type: string - description: The type of the integration being enabled for the fine-tuning job - enum: - - wandb - x-stainless-const: true - wandb: - type: object - description: > - The settings for your integration with Weights and Biases. This - payload specifies the project that - - metrics will be sent to. Optionally, you can set an explicit display - name for your run, add tags - - to your run, and set a default entity (team, username, etc) to be - associated with your run. - required: - - project - properties: - project: - description: | - The name of the project that the new run will be created under. - type: string - example: my-wandb-project - name: - description: > - A display name to set for the run. If not set, we will use the - Job ID as the name. - nullable: true - type: string - entity: - description: > - The entity to use for the run. This allows you to set the team - or username of the WandB user that you would - - like associated with the run. If not set, the default entity for - the registered WandB API key is used. - nullable: true - type: string - tags: - description: > - A list of tags to be attached to the newly created run. These - tags are passed through directly to WandB. Some - - default tags are generated by OpenAI: "openai/finetune", - "openai/{base-model}", "openai/{ftjob-abcdef}". - type: array - items: - type: string - example: custom-tag - FineTuningJob: - type: object - title: FineTuningJob - description: > - The `fine_tuning.job` object represents a fine-tuning job that has been - created through the API. - properties: - id: - type: string - description: The object identifier, which can be referenced in the API endpoints. - created_at: - type: integer - description: - The Unix timestamp (in seconds) for when the fine-tuning job was - created. - error: - type: object - nullable: true - description: - For fine-tuning jobs that have `failed`, this will contain more - information on the cause of the failure. - properties: - code: - type: string - description: A machine-readable error code. - message: - type: string - description: A human-readable error message. - param: - type: string - description: - The parameter that was invalid, usually `training_file` or - `validation_file`. This field will be null if the failure was - not parameter-specific. - nullable: true - required: - - code - - message - - param - fine_tuned_model: - type: string - nullable: true - description: - The name of the fine-tuned model that is being created. The value - will be null if the fine-tuning job is still running. - finished_at: - type: integer - nullable: true - description: - The Unix timestamp (in seconds) for when the fine-tuning job was - finished. The value will be null if the fine-tuning job is still - running. - hyperparameters: - type: object - description: - The hyperparameters used for the fine-tuning job. This value will - only be returned when running `supervised` jobs. - properties: - batch_size: - description: > - Number of examples in each batch. A larger batch size means that - model parameters - - are updated less frequently, but with lower variance. - oneOf: - - type: string - enum: - - auto - x-stainless-const: true - - type: integer - minimum: 1 - maximum: 256 - default: auto - learning_rate_multiplier: - description: > - Scaling factor for the learning rate. A smaller learning rate - may be useful to avoid - - overfitting. - oneOf: - - type: string - enum: - - auto - x-stainless-const: true - - type: number - minimum: 0 - exclusiveMinimum: true - default: auto - n_epochs: - description: > - The number of epochs to train the model for. An epoch refers to - one full cycle - - through the training dataset. - oneOf: - - type: string - enum: - - auto - x-stainless-const: true - - type: integer - minimum: 1 - maximum: 50 - default: auto - model: - type: string - description: The base model that is being fine-tuned. - object: - type: string - description: The object type, which is always "fine_tuning.job". - enum: - - fine_tuning.job - x-stainless-const: true - organization_id: - type: string - description: The organization that owns the fine-tuning job. - result_files: - type: array - description: - The compiled results file ID(s) for the fine-tuning job. You can - retrieve the results with the [Files - API](/docs/api-reference/files/retrieve-contents). - items: - type: string - example: file-abc123 - status: - type: string - description: - The current status of the fine-tuning job, which can be either - `validating_files`, `queued`, `running`, `succeeded`, `failed`, or - `cancelled`. - enum: - - validating_files - - queued - - running - - succeeded - - failed - - cancelled - trained_tokens: - type: integer - nullable: true - description: - The total number of billable tokens processed by this fine-tuning - job. The value will be null if the fine-tuning job is still running. - training_file: - type: string - description: - The file ID used for training. You can retrieve the training data - with the [Files API](/docs/api-reference/files/retrieve-contents). - validation_file: - type: string - nullable: true - description: - The file ID used for validation. You can retrieve the validation - results with the [Files - API](/docs/api-reference/files/retrieve-contents). - integrations: - type: array - nullable: true - description: A list of integrations to enable for this fine-tuning job. - maxItems: 5 - items: - oneOf: - - $ref: "#/components/schemas/FineTuningIntegration" - x-oaiExpandable: true - seed: - type: integer - description: The seed used for the fine-tuning job. - estimated_finish: - type: integer - nullable: true - description: - The Unix timestamp (in seconds) for when the fine-tuning job is - estimated to finish. The value will be null if the fine-tuning job - is not running. - method: - $ref: "#/components/schemas/FineTuneMethod" - required: - - created_at - - error - - finished_at - - fine_tuned_model - - hyperparameters - - id - - model - - object - - organization_id - - result_files - - status - - trained_tokens - - training_file - - validation_file - - seed - x-oaiMeta: - name: The fine-tuning job object - example: | - { - "object": "fine_tuning.job", - "id": "ftjob-abc123", - "model": "davinci-002", - "created_at": 1692661014, - "finished_at": 1692661190, - "fine_tuned_model": "ft:davinci-002:my-org:custom_suffix:7q8mpxmy", - "organization_id": "org-123", - "result_files": [ - "file-abc123" - ], - "status": "succeeded", - "validation_file": null, - "training_file": "file-abc123", - "hyperparameters": { - "n_epochs": 4, - "batch_size": 1, - "learning_rate_multiplier": 1.0 - }, - "trained_tokens": 5768, - "integrations": [], - "seed": 0, - "estimated_finish": 0, - "method": { - "type": "supervised", - "supervised": { - "hyperparameters": { - "n_epochs": 4, - "batch_size": 1, - "learning_rate_multiplier": 1.0 - } - } - } - } - FineTuningJobCheckpoint: - type: object - title: FineTuningJobCheckpoint - description: > - The `fine_tuning.job.checkpoint` object represents a model checkpoint - for a fine-tuning job that is ready to use. - properties: - id: - type: string - description: - The checkpoint identifier, which can be referenced in the API - endpoints. - created_at: - type: integer - description: The Unix timestamp (in seconds) for when the checkpoint was created. - fine_tuned_model_checkpoint: - type: string - description: The name of the fine-tuned checkpoint model that is created. - step_number: - type: integer - description: The step number that the checkpoint was created at. - metrics: - type: object - description: Metrics at the step number during the fine-tuning job. - properties: - step: - type: number - train_loss: - type: number - train_mean_token_accuracy: - type: number - valid_loss: - type: number - valid_mean_token_accuracy: - type: number - full_valid_loss: - type: number - full_valid_mean_token_accuracy: - type: number - fine_tuning_job_id: - type: string - description: - The name of the fine-tuning job that this checkpoint was created - from. - object: - type: string - description: The object type, which is always "fine_tuning.job.checkpoint". - enum: - - fine_tuning.job.checkpoint - x-stainless-const: true - required: - - created_at - - fine_tuning_job_id - - fine_tuned_model_checkpoint - - id - - metrics - - object - - step_number - x-oaiMeta: - name: The fine-tuning job checkpoint object - example: > - { - "object": "fine_tuning.job.checkpoint", - "id": "ftckpt_qtZ5Gyk4BLq1SfLFWp3RtO3P", - "created_at": 1712211699, - "fine_tuned_model_checkpoint": "ft:gpt-4o-mini-2024-07-18:my-org:custom_suffix:9ABel2dg:ckpt-step-88", - "fine_tuning_job_id": "ftjob-fpbNQ3H1GrMehXRf8cO97xTN", - "metrics": { - "step": 88, - "train_loss": 0.478, - "train_mean_token_accuracy": 0.924, - "valid_loss": 10.112, - "valid_mean_token_accuracy": 0.145, - "full_valid_loss": 0.567, - "full_valid_mean_token_accuracy": 0.944 - }, - "step_number": 88 - } - FineTuningJobEvent: - type: object - description: Fine-tuning job event object - properties: - object: - type: string - description: The object type, which is always "fine_tuning.job.event". - enum: - - fine_tuning.job.event - x-stainless-const: true - id: - type: string - description: The object identifier. - created_at: - type: integer - description: - The Unix timestamp (in seconds) for when the fine-tuning job was - created. - level: - type: string - description: The log level of the event. - enum: - - info - - warn - - error - message: - type: string - description: The message of the event. - type: - type: string - description: The type of event. - enum: - - message - - metrics - data: - type: object - description: The data associated with the event. - required: - - id - - object - - created_at - - level - - message - x-oaiMeta: - name: The fine-tuning job event object - example: | - { - "object": "fine_tuning.job.event", - "id": "ftevent-abc123" - "created_at": 1677610602, - "level": "info", - "message": "Created fine-tuning job", - "data": {}, - "type": "message" - } - FunctionObject: - type: object - properties: - description: - type: string - description: - A description of what the function does, used by the model to - choose when and how to call the function. - name: - type: string - description: - The name of the function to be called. Must be a-z, A-Z, 0-9, or - contain underscores and dashes, with a maximum length of 64. - parameters: - $ref: "#/components/schemas/FunctionParameters" - strict: - type: boolean - nullable: true - default: false - description: - Whether to enable strict schema adherence when generating the - function call. If set to true, the model will follow the exact - schema defined in the `parameters` field. Only a subset of JSON - Schema is supported when `strict` is `true`. Learn more about - Structured Outputs in the [function calling - guide](docs/guides/function-calling). - required: - - name - FunctionParameters: - type: object - description: >- - The parameters the functions accepts, described as a JSON Schema object. - See the [guide](/docs/guides/function-calling) for examples, and the - [JSON Schema - reference](https://json-schema.org/understanding-json-schema/) for - documentation about the format. - - - Omitting `parameters` defines a function with an empty parameter list. - additionalProperties: true - Image: - type: object - description: - Represents the url or the content of an image generated by the - OpenAI API. - properties: - b64_json: - type: string - description: The base64-encoded JSON of the generated image, if - `response_format` is `b64_json`. - url: - type: string - description: - The URL of the generated image, if `response_format` is `url` - (default). - revised_prompt: - type: string - description: - The prompt that was used to generate the image, if there was any - revision to the prompt. - x-oaiMeta: - name: The image object - example: | - { - "url": "...", - "revised_prompt": "..." - } - ImagesResponse: - properties: - created: - type: integer - data: - type: array - items: - $ref: "#/components/schemas/Image" - required: - - created - - data - Invite: - type: object - description: Represents an individual `invite` to the organization. - properties: - object: - type: string - enum: - - organization.invite - description: The object type, which is always `organization.invite` - x-stainless-const: true - id: - type: string - description: The identifier, which can be referenced in API endpoints - email: - type: string - description: The email address of the individual to whom the invite was sent - role: - type: string - enum: - - owner - - reader - description: "`owner` or `reader`" - status: - type: string - enum: - - accepted - - expired - - pending - description: "`accepted`,`expired`, or `pending`" - invited_at: - type: integer - description: The Unix timestamp (in seconds) of when the invite was sent. - expires_at: - type: integer - description: The Unix timestamp (in seconds) of when the invite expires. - accepted_at: - type: integer - description: The Unix timestamp (in seconds) of when the invite was accepted. - projects: - type: array - description: - The projects that were granted membership upon acceptance of the - invite. - items: - type: object - properties: - id: - type: string - description: Project's public ID - role: - type: string - enum: - - member - - owner - description: Project membership role - required: - - object - - id - - email - - role - - status - - invited_at - - expires_at - x-oaiMeta: - name: The invite object - example: | - { - "object": "organization.invite", - "id": "invite-abc", - "email": "user@example.com", - "role": "owner", - "status": "accepted", - "invited_at": 1711471533, - "expires_at": 1711471533, - "accepted_at": 1711471533, - "projects": [ - { - "id": "project-xyz", - "role": "member" - } - ] - } - InviteDeleteResponse: - type: object - properties: - object: - type: string - enum: - - organization.invite.deleted - description: The object type, which is always `organization.invite.deleted` - x-stainless-const: true - id: - type: string - deleted: - type: boolean - required: - - object - - id - - deleted - InviteListResponse: - type: object - properties: - object: - type: string - enum: - - list - description: The object type, which is always `list` - x-stainless-const: true - data: - type: array - items: - $ref: "#/components/schemas/Invite" - first_id: - type: string - description: The first `invite_id` in the retrieved `list` - last_id: - type: string - description: The last `invite_id` in the retrieved `list` - has_more: - type: boolean - description: - The `has_more` property is used for pagination to indicate there - are additional results. - required: - - object - - data - InviteRequest: - type: object - properties: - email: - type: string - description: Send an email to this address - role: - type: string - enum: - - reader - - owner - description: "`owner` or `reader`" - projects: - type: array - description: - An array of projects to which membership is granted at the same - time the org invite is accepted. If omitted, the user will be - invited to the default project for compatibility with legacy - behavior. - items: - type: object - properties: - id: - type: string - description: Project's public ID - role: - type: string - enum: - - member - - owner - description: Project membership role - required: - - id - - role - required: - - email - - role - ListAssistantsResponse: - type: object - properties: - object: - type: string - example: list - data: - type: array - items: - $ref: "#/components/schemas/AssistantObject" - first_id: - type: string - example: asst_abc123 - last_id: - type: string - example: asst_abc456 - has_more: - type: boolean - example: false - required: - - object - - data - - first_id - - last_id - - has_more - x-oaiMeta: - name: List assistants response object - group: chat - example: > - { - "object": "list", - "data": [ - { - "id": "asst_abc123", - "object": "assistant", - "created_at": 1698982736, - "name": "Coding Tutor", - "description": null, - "model": "gpt-4o", - "instructions": "You are a helpful assistant designed to make me better at coding!", - "tools": [], - "tool_resources": {}, - "metadata": {}, - "top_p": 1.0, - "temperature": 1.0, - "response_format": "auto" - }, - { - "id": "asst_abc456", - "object": "assistant", - "created_at": 1698982718, - "name": "My Assistant", - "description": null, - "model": "gpt-4o", - "instructions": "You are a helpful assistant designed to make me better at coding!", - "tools": [], - "tool_resources": {}, - "metadata": {}, - "top_p": 1.0, - "temperature": 1.0, - "response_format": "auto" - }, - { - "id": "asst_abc789", - "object": "assistant", - "created_at": 1698982643, - "name": null, - "description": null, - "model": "gpt-4o", - "instructions": null, - "tools": [], - "tool_resources": {}, - "metadata": {}, - "top_p": 1.0, - "temperature": 1.0, - "response_format": "auto" - } - ], - "first_id": "asst_abc123", - "last_id": "asst_abc789", - "has_more": false - } - ListAuditLogsResponse: - type: object - properties: - object: - type: string - enum: - - list - x-stainless-const: true - data: - type: array - items: - $ref: "#/components/schemas/AuditLog" - first_id: - type: string - example: audit_log-defb456h8dks - last_id: - type: string - example: audit_log-hnbkd8s93s - has_more: - type: boolean - required: - - object - - data - - first_id - - last_id - - has_more - ListBatchesResponse: - type: object - properties: - data: - type: array - items: - $ref: "#/components/schemas/Batch" - first_id: - type: string - example: batch_abc123 - last_id: - type: string - example: batch_abc456 - has_more: - type: boolean - object: - type: string - enum: - - list - x-stainless-const: true - required: - - object - - data - - has_more - ListFilesResponse: - type: object - properties: - object: - type: string - example: list - data: - type: array - items: - $ref: "#/components/schemas/OpenAIFile" - first_id: - type: string - example: file-abc123 - last_id: - type: string - example: file-abc456 - has_more: - type: boolean - example: false - required: - - object - - data - - first_id - - last_id - - has_more - ListFineTuningJobCheckpointsResponse: - type: object - properties: - data: - type: array - items: - $ref: "#/components/schemas/FineTuningJobCheckpoint" - object: - type: string - enum: - - list - x-stainless-const: true - first_id: - type: string - nullable: true - last_id: - type: string - nullable: true - has_more: - type: boolean - required: - - object - - data - - has_more - ListFineTuningJobEventsResponse: - type: object - properties: - data: - type: array - items: - $ref: "#/components/schemas/FineTuningJobEvent" - object: - type: string - enum: - - list - x-stainless-const: true - required: - - object - - data - ListMessagesResponse: - properties: - object: - type: string - example: list - data: - type: array - items: - $ref: "#/components/schemas/MessageObject" - first_id: - type: string - example: msg_abc123 - last_id: - type: string - example: msg_abc123 - has_more: - type: boolean - example: false - required: - - object - - data - - first_id - - last_id - - has_more - ListModelsResponse: - type: object - properties: - object: - type: string - enum: - - list - x-stainless-const: true - data: - type: array - items: - $ref: "#/components/schemas/Model" - required: - - object - - data - ListPaginatedFineTuningJobsResponse: - type: object - properties: - data: - type: array - items: - $ref: "#/components/schemas/FineTuningJob" - has_more: - type: boolean - object: - type: string - enum: - - list - x-stainless-const: true - required: - - object - - data - - has_more - ListRunStepsResponse: - properties: - object: - type: string - example: list - data: - type: array - items: - $ref: "#/components/schemas/RunStepObject" - first_id: - type: string - example: step_abc123 - last_id: - type: string - example: step_abc456 - has_more: - type: boolean - example: false - required: - - object - - data - - first_id - - last_id - - has_more - ListRunsResponse: - type: object - properties: - object: - type: string - example: list - data: - type: array - items: - $ref: "#/components/schemas/RunObject" - first_id: - type: string - example: run_abc123 - last_id: - type: string - example: run_abc456 - has_more: - type: boolean - example: false - required: - - object - - data - - first_id - - last_id - - has_more - ListThreadsResponse: - properties: - object: - type: string - example: list - data: - type: array - items: - $ref: "#/components/schemas/ThreadObject" - first_id: - type: string - example: asst_abc123 - last_id: - type: string - example: asst_abc456 - has_more: - type: boolean - example: false - required: - - object - - data - - first_id - - last_id - - has_more - ListVectorStoreFilesResponse: - properties: - object: - type: string - example: list - data: - type: array - items: - $ref: "#/components/schemas/VectorStoreFileObject" - first_id: - type: string - example: file-abc123 - last_id: - type: string - example: file-abc456 - has_more: - type: boolean - example: false - required: - - object - - data - - first_id - - last_id - - has_more - ListVectorStoresResponse: - properties: - object: - type: string - example: list - data: - type: array - items: - $ref: "#/components/schemas/VectorStoreObject" - first_id: - type: string - example: vs_abc123 - last_id: - type: string - example: vs_abc456 - has_more: - type: boolean - example: false - required: - - object - - data - - first_id - - last_id - - has_more - MessageContentImageFileObject: - title: Image file - type: object - description: References an image [File](/docs/api-reference/files) in the - content of a message. - properties: - type: - description: Always `image_file`. - type: string - enum: - - image_file - x-stainless-const: true - image_file: - type: object - properties: - file_id: - description: - The [File](/docs/api-reference/files) ID of the image in the - message content. Set `purpose="vision"` when uploading the File - if you need to later display the file content. - type: string - detail: - type: string - description: - Specifies the detail level of the image if specified by the user. - `low` uses fewer tokens, you can opt in to high resolution using - `high`. - enum: - - auto - - low - - high - default: auto - required: - - file_id - required: - - type - - image_file - MessageContentImageUrlObject: - title: Image URL - type: object - description: References an image URL in the content of a message. - properties: - type: - type: string - enum: - - image_url - description: The type of the content part. - x-stainless-const: true - image_url: - type: object - properties: - url: - type: string - description: - "The external URL of the image, must be a supported image types: - jpeg, jpg, png, gif, webp." - format: uri - detail: - type: string - description: - Specifies the detail level of the image. `low` uses fewer tokens, - you can opt in to high resolution using `high`. Default value is - `auto` - enum: - - auto - - low - - high - default: auto - required: - - url - required: - - type - - image_url - MessageContentRefusalObject: - title: Refusal - type: object - description: The refusal content generated by the assistant. - properties: - type: - description: Always `refusal`. - type: string - enum: - - refusal - x-stainless-const: true - refusal: - type: string - nullable: false - required: - - type - - refusal - MessageContentTextAnnotationsFileCitationObject: - title: File citation - type: object - description: - A citation within the message that points to a specific quote from - a specific File associated with the assistant or the message. Generated - when the assistant uses the "file_search" tool to search files. - properties: - type: - description: Always `file_citation`. - type: string - enum: - - file_citation - x-stainless-const: true - text: - description: The text in the message content that needs to be replaced. - type: string - file_citation: - type: object - properties: - file_id: - description: The ID of the specific File the citation is from. - type: string - required: - - file_id - start_index: - type: integer - minimum: 0 - end_index: - type: integer - minimum: 0 - required: - - type - - text - - file_citation - - start_index - - end_index - MessageContentTextAnnotationsFilePathObject: - title: File path - type: object - description: - A URL for the file that's generated when the assistant used the - `code_interpreter` tool to generate a file. - properties: - type: - description: Always `file_path`. - type: string - enum: - - file_path - x-stainless-const: true - text: - description: The text in the message content that needs to be replaced. - type: string - file_path: - type: object - properties: - file_id: - description: The ID of the file that was generated. - type: string - required: - - file_id - start_index: - type: integer - minimum: 0 - end_index: - type: integer - minimum: 0 - required: - - type - - text - - file_path - - start_index - - end_index - MessageContentTextObject: - title: Text - type: object - description: The text content that is part of a message. - properties: - type: - description: Always `text`. - type: string - enum: - - text - x-stainless-const: true - text: - type: object - properties: - value: - description: The data that makes up the text. - type: string - annotations: - type: array - items: - oneOf: - - $ref: "#/components/schemas/MessageContentTextAnnotationsFileCitationObject" - - $ref: "#/components/schemas/MessageContentTextAnnotationsFilePathObject" - x-oaiExpandable: true - required: - - value - - annotations - required: - - type - - text - MessageDeltaContentImageFileObject: - title: Image file - type: object - description: References an image [File](/docs/api-reference/files) in the - content of a message. - properties: - index: - type: integer - description: The index of the content part in the message. - type: - description: Always `image_file`. - type: string - enum: - - image_file - x-stainless-const: true - image_file: - type: object - properties: - file_id: - description: - The [File](/docs/api-reference/files) ID of the image in the - message content. Set `purpose="vision"` when uploading the File - if you need to later display the file content. - type: string - detail: - type: string - description: - Specifies the detail level of the image if specified by the user. - `low` uses fewer tokens, you can opt in to high resolution using - `high`. - enum: - - auto - - low - - high - default: auto - required: - - index - - type - MessageDeltaContentImageUrlObject: - title: Image URL - type: object - description: References an image URL in the content of a message. - properties: - index: - type: integer - description: The index of the content part in the message. - type: - description: Always `image_url`. - type: string - enum: - - image_url - x-stainless-const: true - image_url: - type: object - properties: - url: - description: - "The URL of the image, must be a supported image types: jpeg, jpg, - png, gif, webp." - type: string - detail: - type: string - description: - Specifies the detail level of the image. `low` uses fewer tokens, - you can opt in to high resolution using `high`. - enum: - - auto - - low - - high - default: auto - required: - - index - - type - MessageDeltaContentRefusalObject: - title: Refusal - type: object - description: The refusal content that is part of a message. - properties: - index: - type: integer - description: The index of the refusal part in the message. - type: - description: Always `refusal`. - type: string - enum: - - refusal - x-stainless-const: true - refusal: - type: string - required: - - index - - type - MessageDeltaContentTextAnnotationsFileCitationObject: - title: File citation - type: object - description: - A citation within the message that points to a specific quote from - a specific File associated with the assistant or the message. Generated - when the assistant uses the "file_search" tool to search files. - properties: - index: - type: integer - description: The index of the annotation in the text content part. - type: - description: Always `file_citation`. - type: string - enum: - - file_citation - x-stainless-const: true - text: - description: The text in the message content that needs to be replaced. - type: string - file_citation: - type: object - properties: - file_id: - description: The ID of the specific File the citation is from. - type: string - quote: - description: The specific quote in the file. - type: string - start_index: - type: integer - minimum: 0 - end_index: - type: integer - minimum: 0 - required: - - index - - type - MessageDeltaContentTextAnnotationsFilePathObject: - title: File path - type: object - description: - A URL for the file that's generated when the assistant used the - `code_interpreter` tool to generate a file. - properties: - index: - type: integer - description: The index of the annotation in the text content part. - type: - description: Always `file_path`. - type: string - enum: - - file_path - x-stainless-const: true - text: - description: The text in the message content that needs to be replaced. - type: string - file_path: - type: object - properties: - file_id: - description: The ID of the file that was generated. - type: string - start_index: - type: integer - minimum: 0 - end_index: - type: integer - minimum: 0 - required: - - index - - type - MessageDeltaContentTextObject: - title: Text - type: object - description: The text content that is part of a message. - properties: - index: - type: integer - description: The index of the content part in the message. - type: - description: Always `text`. - type: string - enum: - - text - x-stainless-const: true - text: - type: object - properties: - value: - description: The data that makes up the text. - type: string - annotations: - type: array - items: - oneOf: - - $ref: - "#/components/schemas/MessageDeltaContentTextAnnotationsFileCitationObjec\ - t" - - $ref: "#/components/schemas/MessageDeltaContentTextAnnotationsFilePathObject" - x-oaiExpandable: true - required: - - index - - type - MessageDeltaObject: - type: object - title: Message delta object - description: > - Represents a message delta i.e. any changed fields on a message during - streaming. - properties: - id: - description: - The identifier of the message, which can be referenced in API - endpoints. - type: string - object: - description: The object type, which is always `thread.message.delta`. - type: string - enum: - - thread.message.delta - x-stainless-const: true - delta: - description: The delta containing the fields that have changed on the Message. - type: object - properties: - role: - description: The entity that produced the message. One of `user` or `assistant`. - type: string - enum: - - user - - assistant - content: - description: The content of the message in array of text and/or images. - type: array - items: - oneOf: - - $ref: "#/components/schemas/MessageDeltaContentImageFileObject" - - $ref: "#/components/schemas/MessageDeltaContentTextObject" - - $ref: "#/components/schemas/MessageDeltaContentRefusalObject" - - $ref: "#/components/schemas/MessageDeltaContentImageUrlObject" - x-oaiExpandable: true - required: - - id - - object - - delta - x-oaiMeta: - name: The message delta object - beta: true - example: | - { - "id": "msg_123", - "object": "thread.message.delta", - "delta": { - "content": [ - { - "index": 0, - "type": "text", - "text": { "value": "Hello", "annotations": [] } - } - ] - } - } - MessageObject: - type: object - title: The message object - description: Represents a message within a [thread](/docs/api-reference/threads). - properties: - id: - description: The identifier, which can be referenced in API endpoints. - type: string - object: - description: The object type, which is always `thread.message`. - type: string - enum: - - thread.message - x-stainless-const: true - created_at: - description: The Unix timestamp (in seconds) for when the message was created. - type: integer - thread_id: - description: - The [thread](/docs/api-reference/threads) ID that this message - belongs to. - type: string - status: - description: - The status of the message, which can be either `in_progress`, - `incomplete`, or `completed`. - type: string - enum: - - in_progress - - incomplete - - completed - incomplete_details: - description: - On an incomplete message, details about why the message is - incomplete. - type: object - properties: - reason: - type: string - description: The reason the message is incomplete. - enum: - - content_filter - - max_tokens - - run_cancelled - - run_expired - - run_failed - nullable: true - required: - - reason - completed_at: - description: The Unix timestamp (in seconds) for when the message was completed. - type: integer - nullable: true - incomplete_at: - description: - The Unix timestamp (in seconds) for when the message was marked as - incomplete. - type: integer - nullable: true - role: - description: The entity that produced the message. One of `user` or `assistant`. - type: string - enum: - - user - - assistant - content: - description: The content of the message in array of text and/or images. - type: array - items: - oneOf: - - $ref: "#/components/schemas/MessageContentImageFileObject" - - $ref: "#/components/schemas/MessageContentImageUrlObject" - - $ref: "#/components/schemas/MessageContentTextObject" - - $ref: "#/components/schemas/MessageContentRefusalObject" - x-oaiExpandable: true - assistant_id: - description: If applicable, the ID of the - [assistant](/docs/api-reference/assistants) that authored this - message. - type: string - nullable: true - run_id: - description: - The ID of the [run](/docs/api-reference/runs) associated with the - creation of this message. Value is `null` when messages are created - manually using the create message or create thread endpoints. - type: string - nullable: true - attachments: - type: array - items: - type: object - properties: - file_id: - type: string - description: The ID of the file to attach to the message. - tools: - description: The tools to add this file to. - type: array - items: - oneOf: - - $ref: "#/components/schemas/AssistantToolsCode" - - $ref: "#/components/schemas/AssistantToolsFileSearchTypeOnly" - x-oaiExpandable: true - description: - A list of files attached to the message, and the tools they were - added to. - nullable: true - metadata: - $ref: "#/components/schemas/Metadata" - required: - - id - - object - - created_at - - thread_id - - status - - incomplete_details - - completed_at - - incomplete_at - - role - - content - - assistant_id - - run_id - - attachments - - metadata - x-oaiMeta: - name: The message object - beta: true - example: | - { - "id": "msg_abc123", - "object": "thread.message", - "created_at": 1698983503, - "thread_id": "thread_abc123", - "role": "assistant", - "content": [ - { - "type": "text", - "text": { - "value": "Hi! How can I help you today?", - "annotations": [] - } - } - ], - "assistant_id": "asst_abc123", - "run_id": "run_abc123", - "attachments": [], - "metadata": {} - } - MessageRequestContentTextObject: - title: Text - type: object - description: The text content that is part of a message. - properties: - type: - description: Always `text`. - type: string - enum: - - text - x-stainless-const: true - text: - type: string - description: Text content to be sent to the model - required: - - type - - text - MessageStreamEvent: - oneOf: - - type: object - properties: - event: - type: string - enum: - - thread.message.created - x-stainless-const: true - data: - $ref: "#/components/schemas/MessageObject" - required: - - event - - data - description: - Occurs when a [message](/docs/api-reference/messages/object) is - created. - x-oaiMeta: - dataDescription: "`data` is a [message](/docs/api-reference/messages/object)" - - type: object - properties: - event: - type: string - enum: - - thread.message.in_progress - x-stainless-const: true - data: - $ref: "#/components/schemas/MessageObject" - required: - - event - - data - description: - Occurs when a [message](/docs/api-reference/messages/object) moves - to an `in_progress` state. - x-oaiMeta: - dataDescription: "`data` is a [message](/docs/api-reference/messages/object)" - - type: object - properties: - event: - type: string - enum: - - thread.message.delta - x-stainless-const: true - data: - $ref: "#/components/schemas/MessageDeltaObject" - required: - - event - - data - description: Occurs when parts of a - [Message](/docs/api-reference/messages/object) are being streamed. - x-oaiMeta: - dataDescription: "`data` is a [message - delta](/docs/api-reference/assistants-streaming/message-delta-obj\ - ect)" - - type: object - properties: - event: - type: string - enum: - - thread.message.completed - x-stainless-const: true - data: - $ref: "#/components/schemas/MessageObject" - required: - - event - - data - description: - Occurs when a [message](/docs/api-reference/messages/object) is - completed. - x-oaiMeta: - dataDescription: "`data` is a [message](/docs/api-reference/messages/object)" - - type: object - properties: - event: - type: string - enum: - - thread.message.incomplete - x-stainless-const: true - data: - $ref: "#/components/schemas/MessageObject" - required: - - event - - data - description: - Occurs when a [message](/docs/api-reference/messages/object) ends - before it is completed. - x-oaiMeta: - dataDescription: "`data` is a [message](/docs/api-reference/messages/object)" - Metadata: - type: object - description: > - Set of 16 key-value pairs that can be attached to an object. This can be - - useful for storing additional information about the object in a - structured - - format, and querying for objects via API or the dashboard. - - - Keys are strings with a maximum length of 64 characters. Values are - strings - - with a maximum length of 512 characters. - additionalProperties: - type: string - x-oaiTypeLabel: map - nullable: true - Model: - title: Model - description: Describes an OpenAI model offering that can be used with the API. - properties: - id: - type: string - description: The model identifier, which can be referenced in the API endpoints. - created: - type: integer - description: The Unix timestamp (in seconds) when the model was created. - object: - type: string - description: The object type, which is always "model". - enum: - - model - x-stainless-const: true - owned_by: - type: string - description: The organization that owns the model. - required: - - id - - object - - created - - owned_by - x-oaiMeta: - name: The model object - example: | - { - "id": "VAR_chat_model_id", - "object": "model", - "created": 1686935002, - "owned_by": "openai" - } - ModifyAssistantRequest: - type: object - additionalProperties: false - properties: - model: - description: > - ID of the model to use. You can use the [List - models](/docs/api-reference/models/list) API to see all of your - available models, or see our [Model overview](/docs/models) for - descriptions of them. - anyOf: - - type: string - name: - description: | - The name of the assistant. The maximum length is 256 characters. - type: string - nullable: true - maxLength: 256 - description: - description: > - The description of the assistant. The maximum length is 512 - characters. - type: string - nullable: true - maxLength: 512 - instructions: - description: > - The system instructions that the assistant uses. The maximum length - is 256,000 characters. - type: string - nullable: true - maxLength: 256000 - tools: - description: > - A list of tool enabled on the assistant. There can be a maximum of - 128 tools per assistant. Tools can be of types `code_interpreter`, - `file_search`, or `function`. - default: [] - type: array - maxItems: 128 - items: - oneOf: - - $ref: "#/components/schemas/AssistantToolsCode" - - $ref: "#/components/schemas/AssistantToolsFileSearch" - - $ref: "#/components/schemas/AssistantToolsFunction" - x-oaiExpandable: true - tool_resources: - type: object - description: > - A set of resources that are used by the assistant's tools. The - resources are specific to the type of tool. For example, the - `code_interpreter` tool requires a list of file IDs, while the - `file_search` tool requires a list of vector store IDs. - properties: - code_interpreter: - type: object - properties: - file_ids: - type: array - description: > - Overrides the list of [file](/docs/api-reference/files) IDs - made available to the `code_interpreter` tool. There can be - a maximum of 20 files associated with the tool. - default: [] - maxItems: 20 - items: - type: string - file_search: - type: object - properties: - vector_store_ids: - type: array - description: > - Overrides the [vector - store](/docs/api-reference/vector-stores/object) attached to - this assistant. There can be a maximum of 1 vector store - attached to the assistant. - maxItems: 1 - items: - type: string - nullable: true - metadata: - $ref: "#/components/schemas/Metadata" - temperature: - description: > - What sampling temperature to use, between 0 and 2. Higher values - like 0.8 will make the output more random, while lower values like - 0.2 will make it more focused and deterministic. - type: number - minimum: 0 - maximum: 2 - default: 1 - example: 1 - nullable: true - top_p: - type: number - minimum: 0 - maximum: 1 - default: 1 - example: 1 - nullable: true - description: > - An alternative to sampling with temperature, called nucleus - sampling, where the model considers the results of the tokens with - top_p probability mass. So 0.1 means only the tokens comprising the - top 10% probability mass are considered. - - - We generally recommend altering this or temperature but not both. - response_format: - allOf: - - $ref: "#/components/schemas/AssistantsApiResponseFormatOption" - - nullable: true - ModifyMessageRequest: - type: object - additionalProperties: false - properties: - metadata: - $ref: "#/components/schemas/Metadata" - ModifyRunRequest: - type: object - additionalProperties: false - properties: - metadata: - $ref: "#/components/schemas/Metadata" - ModifyThreadRequest: - type: object - additionalProperties: false - properties: - tool_resources: - type: object - description: > - A set of resources that are made available to the assistant's tools - in this thread. The resources are specific to the type of tool. For - example, the `code_interpreter` tool requires a list of file IDs, - while the `file_search` tool requires a list of vector store IDs. - properties: - code_interpreter: - type: object - properties: - file_ids: - type: array - description: > - A list of [file](/docs/api-reference/files) IDs made - available to the `code_interpreter` tool. There can be a - maximum of 20 files associated with the tool. - default: [] - maxItems: 20 - items: - type: string - file_search: - type: object - properties: - vector_store_ids: - type: array - description: > - The [vector store](/docs/api-reference/vector-stores/object) - attached to this thread. There can be a maximum of 1 vector - store attached to the thread. - maxItems: 1 - items: - type: string - nullable: true - metadata: - $ref: "#/components/schemas/Metadata" - OpenAIFile: - title: OpenAIFile - description: The `File` object represents a document that has been uploaded to OpenAI. - properties: - id: - type: string - description: The file identifier, which can be referenced in the API endpoints. - bytes: - type: integer - description: The size of the file, in bytes. - created_at: - type: integer - description: The Unix timestamp (in seconds) for when the file was created. - filename: - type: string - description: The name of the file. - object: - type: string - description: The object type, which is always `file`. - enum: - - file - x-stainless-const: true - purpose: - type: string - description: The intended purpose of the file. Supported values are - `assistants`, `assistants_output`, `batch`, `batch_output`, - `fine-tune`, `fine-tune-results` and `vision`. - enum: - - assistants - - assistants_output - - batch - - batch_output - - fine-tune - - fine-tune-results - - vision - status: - type: string - deprecated: true - description: - Deprecated. The current status of the file, which can be either - `uploaded`, `processed`, or `error`. - enum: - - uploaded - - processed - - error - status_details: - type: string - deprecated: true - description: - Deprecated. For details on why a fine-tuning training file failed - validation, see the `error` field on `fine_tuning.job`. - required: - - id - - object - - bytes - - created_at - - filename - - purpose - - status - x-oaiMeta: - name: The file object - example: | - { - "id": "file-abc123", - "object": "file", - "bytes": 120000, - "created_at": 1677610602, - "filename": "salesOverview.pdf", - "purpose": "assistants", - } - OtherChunkingStrategyResponseParam: - type: object - title: Other Chunking Strategy - description: - This is returned when the chunking strategy is unknown. Typically, - this is because the file was indexed before the `chunking_strategy` - concept was introduced in the API. - additionalProperties: false - properties: - type: - type: string - description: Always `other`. - enum: - - other - x-stainless-const: true - required: - - type - ParallelToolCalls: - description: Whether to enable [parallel function - calling](/docs/guides/function-calling#configuring-parallel-function-calling) - during tool use. - type: boolean - default: true - PredictionContent: - type: object - title: Static Content - description: > - Static predicted output content, such as the content of a text file that - is - - being regenerated. - required: - - type - - content - properties: - type: - type: string - enum: - - content - description: | - The type of the predicted content you want to provide. This type is - currently always `content`. - x-stainless-const: true - content: - x-oaiExpandable: true - description: > - The content that should be matched when generating a model response. - - If generated tokens would match this content, the entire model - response - - can be returned much more quickly. - oneOf: - - type: string - title: Text content - description: | - The content used for a Predicted Output. This is often the - text of a file you are regenerating with minor changes. - - type: array - description: - An array of content parts with a defined type. Supported options - differ based on the [model](/docs/models) being used to generate - the response. Can contain text inputs. - title: Array of content parts - items: - $ref: "#/components/schemas/ChatCompletionRequestMessageContentPartText" - minItems: 1 - Project: - type: object - description: Represents an individual project. - properties: - id: - type: string - description: The identifier, which can be referenced in API endpoints - object: - type: string - enum: - - organization.project - description: The object type, which is always `organization.project` - x-stainless-const: true - name: - type: string - description: The name of the project. This appears in reporting. - created_at: - type: integer - description: The Unix timestamp (in seconds) of when the project was created. - archived_at: - type: integer - nullable: true - description: - The Unix timestamp (in seconds) of when the project was archived or - `null`. - status: - type: string - enum: - - active - - archived - description: "`active` or `archived`" - required: - - id - - object - - name - - created_at - - status - x-oaiMeta: - name: The project object - example: | - { - "id": "proj_abc", - "object": "organization.project", - "name": "Project example", - "created_at": 1711471533, - "archived_at": null, - "status": "active" - } - ProjectApiKey: - type: object - description: Represents an individual API key in a project. - properties: - object: - type: string - enum: - - organization.project.api_key - description: The object type, which is always `organization.project.api_key` - x-stainless-const: true - redacted_value: - type: string - description: The redacted value of the API key - name: - type: string - description: The name of the API key - created_at: - type: integer - description: The Unix timestamp (in seconds) of when the API key was created - id: - type: string - description: The identifier, which can be referenced in API endpoints - owner: - type: object - properties: - type: - type: string - enum: - - user - - service_account - description: "`user` or `service_account`" - user: - $ref: "#/components/schemas/ProjectUser" - service_account: - $ref: "#/components/schemas/ProjectServiceAccount" - required: - - object - - redacted_value - - name - - created_at - - id - - owner - x-oaiMeta: - name: The project API key object - example: | - { - "object": "organization.project.api_key", - "redacted_value": "sk-abc...def", - "name": "My API Key", - "created_at": 1711471533, - "id": "key_abc", - "owner": { - "type": "user", - "user": { - "object": "organization.project.user", - "id": "user_abc", - "name": "First Last", - "email": "user@example.com", - "role": "owner", - "created_at": 1711471533 - } - } - } - ProjectApiKeyDeleteResponse: - type: object - properties: - object: - type: string - enum: - - organization.project.api_key.deleted - x-stainless-const: true - id: - type: string - deleted: - type: boolean - required: - - object - - id - - deleted - ProjectApiKeyListResponse: - type: object - properties: - object: - type: string - enum: - - list - x-stainless-const: true - data: - type: array - items: - $ref: "#/components/schemas/ProjectApiKey" - first_id: - type: string - last_id: - type: string - has_more: - type: boolean - required: - - object - - data - - first_id - - last_id - - has_more - ProjectCreateRequest: - type: object - properties: - name: - type: string - description: The friendly name of the project, this name appears in reports. - required: - - name - ProjectListResponse: - type: object - properties: - object: - type: string - enum: - - list - x-stainless-const: true - data: - type: array - items: - $ref: "#/components/schemas/Project" - first_id: - type: string - last_id: - type: string - has_more: - type: boolean - required: - - object - - data - - first_id - - last_id - - has_more - ProjectRateLimit: - type: object - description: Represents a project rate limit config. - properties: - object: - type: string - enum: - - project.rate_limit - description: The object type, which is always `project.rate_limit` - x-stainless-const: true - id: - type: string - description: The identifier, which can be referenced in API endpoints. - model: - type: string - description: The model this rate limit applies to. - max_requests_per_1_minute: - type: integer - description: The maximum requests per minute. - max_tokens_per_1_minute: - type: integer - description: The maximum tokens per minute. - max_images_per_1_minute: - type: integer - description: The maximum images per minute. Only present for relevant models. - max_audio_megabytes_per_1_minute: - type: integer - description: - The maximum audio megabytes per minute. Only present for relevant - models. - max_requests_per_1_day: - type: integer - description: The maximum requests per day. Only present for relevant models. - batch_1_day_max_input_tokens: - type: integer - description: - The maximum batch input tokens per day. Only present for relevant - models. - required: - - object - - id - - model - - max_requests_per_1_minute - - max_tokens_per_1_minute - x-oaiMeta: - name: The project rate limit object - example: | - { - "object": "project.rate_limit", - "id": "rl_ada", - "model": "ada", - "max_requests_per_1_minute": 600, - "max_tokens_per_1_minute": 150000, - "max_images_per_1_minute": 10 - } - ProjectRateLimitListResponse: - type: object - properties: - object: - type: string - enum: - - list - x-stainless-const: true - data: - type: array - items: - $ref: "#/components/schemas/ProjectRateLimit" - first_id: - type: string - last_id: - type: string - has_more: - type: boolean - required: - - object - - data - - first_id - - last_id - - has_more - ProjectRateLimitUpdateRequest: - type: object - properties: - max_requests_per_1_minute: - type: integer - description: The maximum requests per minute. - max_tokens_per_1_minute: - type: integer - description: The maximum tokens per minute. - max_images_per_1_minute: - type: integer - description: The maximum images per minute. Only relevant for certain models. - max_audio_megabytes_per_1_minute: - type: integer - description: - The maximum audio megabytes per minute. Only relevant for certain - models. - max_requests_per_1_day: - type: integer - description: The maximum requests per day. Only relevant for certain models. - batch_1_day_max_input_tokens: - type: integer - description: - The maximum batch input tokens per day. Only relevant for certain - models. - ProjectServiceAccount: - type: object - description: Represents an individual service account in a project. - properties: - object: - type: string - enum: - - organization.project.service_account - description: The object type, which is always - `organization.project.service_account` - x-stainless-const: true - id: - type: string - description: The identifier, which can be referenced in API endpoints - name: - type: string - description: The name of the service account - role: - type: string - enum: - - owner - - member - description: "`owner` or `member`" - created_at: - type: integer - description: - The Unix timestamp (in seconds) of when the service account was - created - required: - - object - - id - - name - - role - - created_at - x-oaiMeta: - name: The project service account object - example: | - { - "object": "organization.project.service_account", - "id": "svc_acct_abc", - "name": "Service Account", - "role": "owner", - "created_at": 1711471533 - } - ProjectServiceAccountApiKey: - type: object - properties: - object: - type: string - enum: - - organization.project.service_account.api_key - description: The object type, which is always - `organization.project.service_account.api_key` - x-stainless-const: true - value: - type: string - name: - type: string - created_at: - type: integer - id: - type: string - required: - - object - - value - - name - - created_at - - id - ProjectServiceAccountCreateRequest: - type: object - properties: - name: - type: string - description: The name of the service account being created. - required: - - name - ProjectServiceAccountCreateResponse: - type: object - properties: - object: - type: string - enum: - - organization.project.service_account - x-stainless-const: true - id: - type: string - name: - type: string - role: - type: string - enum: - - member - description: Service accounts can only have one role of type `member` - x-stainless-const: true - created_at: - type: integer - api_key: - $ref: "#/components/schemas/ProjectServiceAccountApiKey" - required: - - object - - id - - name - - role - - created_at - - api_key - ProjectServiceAccountDeleteResponse: - type: object - properties: - object: - type: string - enum: - - organization.project.service_account.deleted - x-stainless-const: true - id: - type: string - deleted: - type: boolean - required: - - object - - id - - deleted - ProjectServiceAccountListResponse: - type: object - properties: - object: - type: string - enum: - - list - x-stainless-const: true - data: - type: array - items: - $ref: "#/components/schemas/ProjectServiceAccount" - first_id: - type: string - last_id: - type: string - has_more: - type: boolean - required: - - object - - data - - first_id - - last_id - - has_more - ProjectUpdateRequest: - type: object - properties: - name: - type: string - description: The updated name of the project, this name appears in reports. - required: - - name - ProjectUser: - type: object - description: Represents an individual user in a project. - properties: - object: - type: string - enum: - - organization.project.user - description: The object type, which is always `organization.project.user` - x-stainless-const: true - id: - type: string - description: The identifier, which can be referenced in API endpoints - name: - type: string - description: The name of the user - email: - type: string - description: The email address of the user - role: - type: string - enum: - - owner - - member - description: "`owner` or `member`" - added_at: - type: integer - description: The Unix timestamp (in seconds) of when the project was added. - required: - - object - - id - - name - - email - - role - - added_at - x-oaiMeta: - name: The project user object - example: | - { - "object": "organization.project.user", - "id": "user_abc", - "name": "First Last", - "email": "user@example.com", - "role": "owner", - "added_at": 1711471533 - } - ProjectUserCreateRequest: - type: object - properties: - user_id: - type: string - description: The ID of the user. - role: - type: string - enum: - - owner - - member - description: "`owner` or `member`" - required: - - user_id - - role - ProjectUserDeleteResponse: - type: object - properties: - object: - type: string - enum: - - organization.project.user.deleted - x-stainless-const: true - id: - type: string - deleted: - type: boolean - required: - - object - - id - - deleted - ProjectUserListResponse: - type: object - properties: - object: - type: string - data: - type: array - items: - $ref: "#/components/schemas/ProjectUser" - first_id: - type: string - last_id: - type: string - has_more: - type: boolean - required: - - object - - data - - first_id - - last_id - - has_more - ProjectUserUpdateRequest: - type: object - properties: - role: - type: string - enum: - - owner - - member - description: "`owner` or `member`" - required: - - role - RealtimeClientEventConversationItemCreate: - type: object - description: > - Add a new Item to the Conversation's context, including messages, - function - - calls, and function call responses. This event can be used both to - populate a - - "history" of the conversation and to add new items mid-stream, but has - the - - current limitation that it cannot populate assistant audio messages. - - - If successful, the server will respond with a - `conversation.item.created` - - event, otherwise an `error` event will be sent. - properties: - event_id: - type: string - description: Optional client-generated ID used to identify this event. - type: - type: string - enum: - - conversation.item.create - description: The event type, must be `conversation.item.create`. - x-stainless-const: true - previous_item_id: - type: string - description: > - The ID of the preceding item after which the new item will be - inserted. - - If not set, the new item will be appended to the end of the - conversation. - - If set to `root`, the new item will be added to the beginning of the - conversation. - - If set to an existing ID, it allows an item to be inserted - mid-conversation. If the - - ID cannot be found, an error will be returned and the item will not - be added. - item: - $ref: "#/components/schemas/RealtimeConversationItem" - required: - - type - - item - x-oaiMeta: - name: conversation.item.create - group: realtime - example: | - { - "event_id": "event_345", - "type": "conversation.item.create", - "previous_item_id": null, - "item": { - "id": "msg_001", - "type": "message", - "role": "user", - "content": [ - { - "type": "input_text", - "text": "Hello, how are you?" - } - ] - } - } - RealtimeClientEventConversationItemDelete: - type: object - description: > - Send this event when you want to remove any item from the conversation - - history. The server will respond with a `conversation.item.deleted` - event, - - unless the item does not exist in the conversation history, in which - case the - - server will respond with an error. - properties: - event_id: - type: string - description: Optional client-generated ID used to identify this event. - type: - type: string - enum: - - conversation.item.delete - description: The event type, must be `conversation.item.delete`. - x-stainless-const: true - item_id: - type: string - description: The ID of the item to delete. - required: - - type - - item_id - x-oaiMeta: - name: conversation.item.delete - group: realtime - example: | - { - "event_id": "event_901", - "type": "conversation.item.delete", - "item_id": "msg_003" - } - RealtimeClientEventConversationItemTruncate: - type: object - description: > - Send this event to truncate a previous assistant message’s audio. The - server - - will produce audio faster than realtime, so this event is useful when - the user - - interrupts to truncate audio that has already been sent to the client - but not - - yet played. This will synchronize the server's understanding of the - audio with - - the client's playback. - - - Truncating audio will delete the server-side text transcript to ensure - there - - is not text in the context that hasn't been heard by the user. - - - If successful, the server will respond with a - `conversation.item.truncated` - - event. - properties: - event_id: - type: string - description: Optional client-generated ID used to identify this event. - type: - type: string - enum: - - conversation.item.truncate - description: The event type, must be `conversation.item.truncate`. - x-stainless-const: true - item_id: - type: string - description: > - The ID of the assistant message item to truncate. Only assistant - message - - items can be truncated. - content_index: - type: integer - description: The index of the content part to truncate. Set this to 0. - audio_end_ms: - type: integer - description: > - Inclusive duration up to which audio is truncated, in milliseconds. - If - - the audio_end_ms is greater than the actual audio duration, the - server - - will respond with an error. - required: - - type - - item_id - - content_index - - audio_end_ms - x-oaiMeta: - name: conversation.item.truncate - group: realtime - example: | - { - "event_id": "event_678", - "type": "conversation.item.truncate", - "item_id": "msg_002", - "content_index": 0, - "audio_end_ms": 1500 - } - RealtimeClientEventInputAudioBufferAppend: - type: object - description: > - Send this event to append audio bytes to the input audio buffer. The - audio - - buffer is temporary storage you can write to and later commit. In Server - VAD - - mode, the audio buffer is used to detect speech and the server will - decide - - when to commit. When Server VAD is disabled, you must commit the audio - buffer - - manually. - - - The client may choose how much audio to place in each event up to a - maximum - - of 15 MiB, for example streaming smaller chunks from the client may - allow the - - VAD to be more responsive. Unlike made other client events, the server - will - - not send a confirmation response to this event. - properties: - event_id: - type: string - description: Optional client-generated ID used to identify this event. - type: - type: string - enum: - - input_audio_buffer.append - description: The event type, must be `input_audio_buffer.append`. - x-stainless-const: true - audio: - type: string - description: > - Base64-encoded audio bytes. This must be in the format specified by - the - - `input_audio_format` field in the session configuration. - required: - - type - - audio - x-oaiMeta: - name: input_audio_buffer.append - group: realtime - example: | - { - "event_id": "event_456", - "type": "input_audio_buffer.append", - "audio": "Base64EncodedAudioData" - } - RealtimeClientEventInputAudioBufferClear: - type: object - description: | - Send this event to clear the audio bytes in the buffer. The server will - respond with an `input_audio_buffer.cleared` event. - properties: - event_id: - type: string - description: Optional client-generated ID used to identify this event. - type: - type: string - enum: - - input_audio_buffer.clear - description: The event type, must be `input_audio_buffer.clear`. - x-stainless-const: true - required: - - type - x-oaiMeta: - name: input_audio_buffer.clear - group: realtime - example: | - { - "event_id": "event_012", - "type": "input_audio_buffer.clear" - } - RealtimeClientEventInputAudioBufferCommit: - type: object - description: > - Send this event to commit the user input audio buffer, which will create - a - - new user message item in the conversation. This event will produce an - error - - if the input audio buffer is empty. When in Server VAD mode, the client - does - - not need to send this event, the server will commit the audio buffer - - automatically. - - - Committing the input audio buffer will trigger input audio - transcription - - (if enabled in session configuration), but it will not create a - response - - from the model. The server will respond with an - `input_audio_buffer.committed` - - event. - properties: - event_id: - type: string - description: Optional client-generated ID used to identify this event. - type: - type: string - enum: - - input_audio_buffer.commit - description: The event type, must be `input_audio_buffer.commit`. - x-stainless-const: true - required: - - type - x-oaiMeta: - name: input_audio_buffer.commit - group: realtime - example: | - { - "event_id": "event_789", - "type": "input_audio_buffer.commit" - } - RealtimeClientEventResponseCancel: - type: object - description: > - Send this event to cancel an in-progress response. The server will - respond - - with a `response.cancelled` event or an error if there is no response - to - - cancel. - properties: - event_id: - type: string - description: Optional client-generated ID used to identify this event. - type: - type: string - enum: - - response.cancel - description: The event type, must be `response.cancel`. - x-stainless-const: true - response_id: - type: string - description: | - A specific response ID to cancel - if not provided, will cancel an - in-progress response in the default conversation. - required: - - type - x-oaiMeta: - name: response.cancel - group: realtime - example: | - { - "event_id": "event_567", - "type": "response.cancel" - } - RealtimeClientEventResponseCreate: - type: object - description: > - This event instructs the server to create a Response, which means - triggering - - model inference. When in Server VAD mode, the server will create - Responses - - automatically. - - - A Response will include at least one Item, and may have two, in which - case - - the second will be a function call. These Items will be appended to the - - conversation history. - - - The server will respond with a `response.created` event, events for - Items - - and content created, and finally a `response.done` event to indicate - the - - Response is complete. - - - The `response.create` event includes inference configuration like - - `instructions`, and `temperature`. These fields will override the - Session's - - configuration for this Response only. - properties: - event_id: - type: string - description: Optional client-generated ID used to identify this event. - type: - type: string - enum: - - response.create - description: The event type, must be `response.create`. - x-stainless-const: true - response: - $ref: "#/components/schemas/RealtimeResponseCreateParams" - required: - - type - x-oaiMeta: - name: response.create - group: realtime - example: | - { - "event_id": "event_234", - "type": "response.create", - "response": { - "modalities": ["text", "audio"], - "instructions": "Please assist the user.", - "voice": "sage", - "output_audio_format": "pcm16", - "tools": [ - { - "type": "function", - "name": "calculate_sum", - "description": "Calculates the sum of two numbers.", - "parameters": { - "type": "object", - "properties": { - "a": { "type": "number" }, - "b": { "type": "number" } - }, - "required": ["a", "b"] - } - } - ], - "tool_choice": "auto", - "temperature": 0.8, - "max_output_tokens": 1024 - } - } - RealtimeClientEventSessionUpdate: - type: object - description: > - Send this event to update the session’s default configuration. The - client may - - send this event at any time to update the session configuration, and - any - - field may be updated at any time, except for "voice". The server will - respond - - with a `session.updated` event that shows the full effective - configuration. - - Only fields that are present are updated, thus the correct way to clear - a - - field like "instructions" is to pass an empty string. - properties: - event_id: - type: string - description: Optional client-generated ID used to identify this event. - type: - type: string - enum: - - session.update - description: The event type, must be `session.update`. - x-stainless-const: true - session: - $ref: "#/components/schemas/RealtimeSessionCreateRequest" - required: - - type - - session - x-oaiMeta: - name: session.update - group: realtime - example: | - { - "event_id": "event_123", - "type": "session.update", - "session": { - "modalities": ["text", "audio"], - "instructions": "You are a helpful assistant.", - "voice": "sage", - "input_audio_format": "pcm16", - "output_audio_format": "pcm16", - "input_audio_transcription": { - "model": "whisper-1" - }, - "turn_detection": { - "type": "server_vad", - "threshold": 0.5, - "prefix_padding_ms": 300, - "silence_duration_ms": 500, - "create_response": true - }, - "tools": [ - { - "type": "function", - "name": "get_weather", - "description": "Get the current weather...", - "parameters": { - "type": "object", - "properties": { - "location": { "type": "string" } - }, - "required": ["location"] - } - } - ], - "tool_choice": "auto", - "temperature": 0.8, - "max_response_output_tokens": "inf" - } - } - RealtimeConversationItem: - type: object - x-oaiExpandable: true - description: The item to add to the conversation. - properties: - id: - type: string - description: > - The unique ID of the item, this can be generated by the client to - help - - manage server-side context, but is not required because the server - will - - generate one if not provided. - type: - type: string - enum: - - message - - function_call - - function_call_output - description: > - The type of the item (`message`, `function_call`, - `function_call_output`). - object: - type: string - enum: - - realtime.item - description: > - Identifier for the API object being returned - always - `realtime.item`. - x-stainless-const: true - status: - type: string - enum: - - completed - - incomplete - description: > - The status of the item (`completed`, `incomplete`). These have no - effect - - on the conversation, but are accepted for consistency with the - - `conversation.item.created` event. - role: - type: string - enum: - - user - - assistant - - system - description: > - The role of the message sender (`user`, `assistant`, `system`), - only - - applicable for `message` items. - content: - type: array - x-oaiExpandable: true - description: > - The content of the message, applicable for `message` items. - - - Message items of role `system` support only `input_text` content - - - Message items of role `user` support `input_text` and - `input_audio` - content - - Message items of role `assistant` support `text` content. - items: - type: object - x-oaiExpandable: true - properties: - type: - type: string - enum: - - input_audio - - input_text - - item_reference - - text - description: > - The content type (`input_text`, `input_audio`, - `item_reference`, `text`). - text: - type: string - description: > - The text content, used for `input_text` and `text` content - types. - id: - type: string - description: > - ID of a previous conversation item to reference (for - `item_reference` - - content types in `response.create` events). These can - reference both - - client and server created items. - audio: - type: string - description: > - Base64-encoded audio bytes, used for `input_audio` content - type. - transcript: - type: string - description: > - The transcript of the audio, used for `input_audio` content - type. - call_id: - type: string - description: > - The ID of the function call (for `function_call` and - - `function_call_output` items). If passed on a - `function_call_output` - - item, the server will check that a `function_call` item with the - same - - ID exists in the conversation history. - name: - type: string - description: | - The name of the function being called (for `function_call` items). - arguments: - type: string - description: | - The arguments of the function call (for `function_call` items). - output: - type: string - description: | - The output of the function call (for `function_call_output` items). - RealtimeConversationItemWithReference: - type: object - x-oaiExpandable: true - description: The item to add to the conversation. - properties: - id: - type: string - description: > - For an item of type (`message` | `function_call` | - `function_call_output`) - - this field allows the client to assign the unique ID of the item. It - is - - not required because the server will generate one if not provided. - - - For an item of type `item_reference`, this field is required and is - a - - reference to any item that has previously existed in the - conversation. - type: - type: string - enum: - - message - - function_call - - function_call_output - description: > - The type of the item (`message`, `function_call`, - `function_call_output`, `item_reference`). - object: - type: string - enum: - - realtime.item - description: > - Identifier for the API object being returned - always - `realtime.item`. - x-stainless-const: true - status: - type: string - enum: - - completed - - incomplete - description: > - The status of the item (`completed`, `incomplete`). These have no - effect - - on the conversation, but are accepted for consistency with the - - `conversation.item.created` event. - role: - type: string - enum: - - user - - assistant - - system - description: > - The role of the message sender (`user`, `assistant`, `system`), - only - - applicable for `message` items. - content: - type: array - x-oaiExpandable: true - description: > - The content of the message, applicable for `message` items. - - - Message items of role `system` support only `input_text` content - - - Message items of role `user` support `input_text` and - `input_audio` - content - - Message items of role `assistant` support `text` content. - items: - type: object - x-oaiExpandable: true - properties: - type: - type: string - enum: - - input_audio - - input_text - - item_reference - - text - description: > - The content type (`input_text`, `input_audio`, - `item_reference`, `text`). - text: - type: string - description: > - The text content, used for `input_text` and `text` content - types. - id: - type: string - description: > - ID of a previous conversation item to reference (for - `item_reference` - - content types in `response.create` events). These can - reference both - - client and server created items. - audio: - type: string - description: > - Base64-encoded audio bytes, used for `input_audio` content - type. - transcript: - type: string - description: > - The transcript of the audio, used for `input_audio` content - type. - call_id: - type: string - description: > - The ID of the function call (for `function_call` and - - `function_call_output` items). If passed on a - `function_call_output` - - item, the server will check that a `function_call` item with the - same - - ID exists in the conversation history. - name: - type: string - description: | - The name of the function being called (for `function_call` items). - arguments: - type: string - description: | - The arguments of the function call (for `function_call` items). - output: - type: string - description: | - The output of the function call (for `function_call_output` items). - RealtimeResponse: - type: object - description: The response resource. - properties: - id: - type: string - description: The unique ID of the response. - object: - type: string - enum: - - realtime.response - description: The object type, must be `realtime.response`. - x-stainless-const: true - status: - type: string - enum: - - completed - - cancelled - - failed - - incomplete - description: > - The final status of the response (`completed`, `cancelled`, - `failed`, or - - `incomplete`). - status_details: - type: object - description: Additional details about the status. - properties: - type: - type: string - enum: - - completed - - cancelled - - failed - - incomplete - description: > - The type of error that caused the response to fail, - corresponding - - with the `status` field (`completed`, `cancelled`, - `incomplete`, - - `failed`). - reason: - type: string - enum: - - turn_detected - - client_cancelled - - max_output_tokens - - content_filter - description: > - The reason the Response did not complete. For a `cancelled` - Response, - - one of `turn_detected` (the server VAD detected a new start of - speech) - - or `client_cancelled` (the client sent a cancel event). For an - - `incomplete` Response, one of `max_output_tokens` or - `content_filter` - - (the server-side safety filter activated and cut off the - response). - error: - type: object - description: | - A description of the error that caused the response to fail, - populated when the `status` is `failed`. - properties: - type: - type: string - description: The type of error. - code: - type: string - description: Error code, if any. - output: - type: array - description: The list of output items generated by the response. - items: - $ref: "#/components/schemas/RealtimeConversationItem" - metadata: - $ref: "#/components/schemas/Metadata" - usage: - type: object - description: > - Usage statistics for the Response, this will correspond to billing. - A - - Realtime API session will maintain a conversation context and append - new - - Items to the Conversation, thus output from previous turns (text - and - - audio tokens) will become the input for later turns. - properties: - total_tokens: - type: integer - description: > - The total number of tokens in the Response including input and - output - - text and audio tokens. - input_tokens: - type: integer - description: > - The number of input tokens used in the Response, including text - and - - audio tokens. - output_tokens: - type: integer - description: > - The number of output tokens sent in the Response, including text - and - - audio tokens. - input_token_details: - type: object - description: Details about the input tokens used in the Response. - properties: - cached_tokens: - type: integer - description: The number of cached tokens used in the Response. - text_tokens: - type: integer - description: The number of text tokens used in the Response. - audio_tokens: - type: integer - description: The number of audio tokens used in the Response. - output_token_details: - type: object - description: Details about the output tokens used in the Response. - properties: - text_tokens: - type: integer - description: The number of text tokens used in the Response. - audio_tokens: - type: integer - description: The number of audio tokens used in the Response. - conversation_id: - description: > - Which conversation the response is added to, determined by the - `conversation` - - field in the `response.create` event. If `auto`, the response will - be added to - - the default conversation and the value of `conversation_id` will be - an id like - - `conv_1234`. If `none`, the response will not be added to any - conversation and - - the value of `conversation_id` will be `null`. If responses are - being triggered - - by server VAD, the response will be added to the default - conversation, thus - - the `conversation_id` will be an id like `conv_1234`. - type: string - voice: - type: string - enum: - - alloy - - ash - - ballad - - coral - - echo - - sage - - shimmer - - verse - description: > - The voice the model used to respond. - - Current voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` - `sage`, - - `shimmer` and `verse`. - modalities: - type: array - description: > - The set of modalities the model used to respond. If there are - multiple modalities, - - the model will pick one, for example if `modalities` is `["text", - "audio"]`, the model - - could be responding in either text or audio. - items: - type: string - enum: - - text - - audio - output_audio_format: - type: string - enum: - - pcm16 - - g711_ulaw - - g711_alaw - description: > - The format of output audio. Options are `pcm16`, `g711_ulaw`, or - `g711_alaw`. - temperature: - type: number - description: > - Sampling temperature for the model, limited to [0.6, 1.2]. Defaults - to 0.8. - max_output_tokens: - oneOf: - - type: integer - - type: string - enum: - - inf - x-stainless-const: true - description: | - Maximum number of output tokens for a single assistant response, - inclusive of tool calls, that was used in this response. - RealtimeResponseCreateParams: - type: object - description: Create a new Realtime response with these parameters - properties: - modalities: - type: array - description: | - The set of modalities the model can respond with. To disable audio, - set this to ["text"]. - items: - type: string - enum: - - text - - audio - instructions: - type: string - description: > - The default system instructions (i.e. system message) prepended to - model - - calls. This field allows the client to guide the model on desired - - responses. The model can be instructed on response content and - format, - - (e.g. "be extremely succinct", "act friendly", "here are examples of - good - - responses") and on audio behavior (e.g. "talk quickly", "inject - emotion - - into your voice", "laugh frequently"). The instructions are not - guaranteed - - to be followed by the model, but they provide guidance to the model - on the - - desired behavior. - - - Note that the server sets default instructions which will be used if - this - - field is not set and are visible in the `session.created` event at - the - - start of the session. - voice: - type: string - enum: - - alloy - - ash - - ballad - - coral - - echo - - sage - - shimmer - - verse - description: > - The voice the model uses to respond. Voice cannot be changed during - the - - session once the model has responded with audio at least once. - Current - - voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` `sage`, - - `shimmer` and `verse`. - output_audio_format: - type: string - enum: - - pcm16 - - g711_ulaw - - g711_alaw - description: > - The format of output audio. Options are `pcm16`, `g711_ulaw`, or - `g711_alaw`. - tools: - type: array - description: Tools (functions) available to the model. - items: - type: object - properties: - type: - type: string - enum: - - function - description: The type of the tool, i.e. `function`. - x-stainless-const: true - name: - type: string - description: The name of the function. - description: - type: string - description: > - The description of the function, including guidance on when - and how - - to call it, and guidance about what to tell the user when - calling - - (if anything). - parameters: - type: object - description: Parameters of the function in JSON Schema. - tool_choice: - type: string - description: > - How the model chooses tools. Options are `auto`, `none`, `required`, - or - - specify a function, like `{"type": "function", "function": {"name": - "my_function"}}`. - temperature: - type: number - description: > - Sampling temperature for the model, limited to [0.6, 1.2]. Defaults - to 0.8. - max_response_output_tokens: - oneOf: - - type: integer - - type: string - enum: - - inf - x-stainless-const: true - description: | - Maximum number of output tokens for a single assistant response, - inclusive of tool calls. Provide an integer between 1 and 4096 to - limit output tokens, or `inf` for the maximum available tokens for a - given model. Defaults to `inf`. - conversation: - description: > - Controls which conversation the response is added to. Currently - supports - - `auto` and `none`, with `auto` as the default value. The `auto` - value - - means that the contents of the response will be added to the default - - conversation. Set this to `none` to create an out-of-band response - which - - will not add items to default conversation. - oneOf: - - type: string - - type: string - default: auto - enum: - - auto - - none - metadata: - $ref: "#/components/schemas/Metadata" - input: - type: array - description: > - Input items to include in the prompt for the model. Using this field - - creates a new context for this Response instead of using the default - - conversation. An empty array `[]` will clear the context for this - Response. - - Note that this can include references to items from the default - conversation. - items: - $ref: "#/components/schemas/RealtimeConversationItemWithReference" - RealtimeServerEventConversationCreated: - type: object - description: > - Returned when a conversation is created. Emitted right after session - creation. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - conversation.created - description: The event type, must be `conversation.created`. - x-stainless-const: true - conversation: - type: object - description: The conversation resource. - properties: - id: - type: string - description: The unique ID of the conversation. - object: - type: string - description: The object type, must be `realtime.conversation`. - required: - - event_id - - type - - conversation - x-oaiMeta: - name: conversation.created - group: realtime - example: | - { - "event_id": "event_9101", - "type": "conversation.created", - "conversation": { - "id": "conv_001", - "object": "realtime.conversation" - } - } - RealtimeServerEventConversationItemCreated: - type: object - description: > - Returned when a conversation item is created. There are several - scenarios that - - produce this event: - - The server is generating a Response, which if successful will produce - either one or two Items, which will be of type `message` - (role `assistant`) or type `function_call`. - - The input audio buffer has been committed, either by the client or the - server (in `server_vad` mode). The server will take the content of the - input audio buffer and add it to a new user message Item. - - The client has sent a `conversation.item.create` event to add a new Item - to the Conversation. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - conversation.item.created - description: The event type, must be `conversation.item.created`. - x-stainless-const: true - previous_item_id: - type: string - description: > - The ID of the preceding item in the Conversation context, allows - the - - client to understand the order of the conversation. - item: - $ref: "#/components/schemas/RealtimeConversationItem" - required: - - event_id - - type - - previous_item_id - - item - x-oaiMeta: - name: conversation.item.created - group: realtime - example: | - { - "event_id": "event_1920", - "type": "conversation.item.created", - "previous_item_id": "msg_002", - "item": { - "id": "msg_003", - "object": "realtime.item", - "type": "message", - "status": "completed", - "role": "user", - "content": [ - { - "type": "input_audio", - "transcript": "hello how are you", - "audio": "base64encodedaudio==" - } - ] - } - } - RealtimeServerEventConversationItemDeleted: - type: object - description: > - Returned when an item in the conversation is deleted by the client with - a - - `conversation.item.delete` event. This event is used to synchronize the - - server's understanding of the conversation history with the client's - view. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - conversation.item.deleted - description: The event type, must be `conversation.item.deleted`. - x-stainless-const: true - item_id: - type: string - description: The ID of the item that was deleted. - required: - - event_id - - type - - item_id - x-oaiMeta: - name: conversation.item.deleted - group: realtime - example: | - { - "event_id": "event_2728", - "type": "conversation.item.deleted", - "item_id": "msg_005" - } - RealtimeServerEventConversationItemInputAudioTranscriptionCompleted: - type: object - description: > - This event is the output of audio transcription for user audio written - to the - - user audio buffer. Transcription begins when the input audio buffer is - - committed by the client or server (in `server_vad` mode). Transcription - runs - - asynchronously with Response creation, so this event may come before or - after - - the Response events. - - - Realtime API models accept audio natively, and thus input transcription - is a - - separate process run on a separate ASR (Automatic Speech Recognition) - model, - - currently always `whisper-1`. Thus the transcript may diverge somewhat - from - - the model's interpretation, and should be treated as a rough guide. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - conversation.item.input_audio_transcription.completed - description: | - The event type, must be - `conversation.item.input_audio_transcription.completed`. - x-stainless-const: true - item_id: - type: string - description: The ID of the user message item containing the audio. - content_index: - type: integer - description: The index of the content part containing the audio. - transcript: - type: string - description: The transcribed text. - required: - - event_id - - type - - item_id - - content_index - - transcript - x-oaiMeta: - name: conversation.item.input_audio_transcription.completed - group: realtime - example: | - { - "event_id": "event_2122", - "type": "conversation.item.input_audio_transcription.completed", - "item_id": "msg_003", - "content_index": 0, - "transcript": "Hello, how are you?" - } - RealtimeServerEventConversationItemInputAudioTranscriptionFailed: - type: object - description: > - Returned when input audio transcription is configured, and a - transcription - - request for a user message failed. These events are separate from other - - `error` events so that the client can identify the related Item. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - conversation.item.input_audio_transcription.failed - description: | - The event type, must be - `conversation.item.input_audio_transcription.failed`. - x-stainless-const: true - item_id: - type: string - description: The ID of the user message item. - content_index: - type: integer - description: The index of the content part containing the audio. - error: - type: object - description: Details of the transcription error. - properties: - type: - type: string - description: The type of error. - code: - type: string - description: Error code, if any. - message: - type: string - description: A human-readable error message. - param: - type: string - description: Parameter related to the error, if any. - required: - - event_id - - type - - item_id - - content_index - - error - x-oaiMeta: - name: conversation.item.input_audio_transcription.failed - group: realtime - example: | - { - "event_id": "event_2324", - "type": "conversation.item.input_audio_transcription.failed", - "item_id": "msg_003", - "content_index": 0, - "error": { - "type": "transcription_error", - "code": "audio_unintelligible", - "message": "The audio could not be transcribed.", - "param": null - } - } - RealtimeServerEventConversationItemTruncated: - type: object - description: > - Returned when an earlier assistant audio message item is truncated by - the - - client with a `conversation.item.truncate` event. This event is used to - - synchronize the server's understanding of the audio with the client's - playback. - - - This action will truncate the audio and remove the server-side text - transcript - - to ensure there is no text in the context that hasn't been heard by the - user. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - conversation.item.truncated - description: The event type, must be `conversation.item.truncated`. - x-stainless-const: true - item_id: - type: string - description: The ID of the assistant message item that was truncated. - content_index: - type: integer - description: The index of the content part that was truncated. - audio_end_ms: - type: integer - description: | - The duration up to which the audio was truncated, in milliseconds. - required: - - event_id - - type - - item_id - - content_index - - audio_end_ms - x-oaiMeta: - name: conversation.item.truncated - group: realtime - example: | - { - "event_id": "event_2526", - "type": "conversation.item.truncated", - "item_id": "msg_004", - "content_index": 0, - "audio_end_ms": 1500 - } - RealtimeServerEventError: - type: object - description: > - Returned when an error occurs, which could be a client problem or a - server - - problem. Most errors are recoverable and the session will stay open, we - - recommend to implementors to monitor and log error messages by default. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - error - description: The event type, must be `error`. - x-stainless-const: true - error: - type: object - description: Details of the error. - required: - - type - - message - properties: - type: - type: string - description: > - The type of error (e.g., "invalid_request_error", - "server_error"). - code: - type: string - description: Error code, if any. - nullable: true - message: - type: string - description: A human-readable error message. - param: - type: string - description: Parameter related to the error, if any. - nullable: true - event_id: - type: string - description: > - The event_id of the client event that caused the error, if - applicable. - nullable: true - required: - - event_id - - type - - error - x-oaiMeta: - name: error - group: realtime - example: | - { - "event_id": "event_890", - "type": "error", - "error": { - "type": "invalid_request_error", - "code": "invalid_event", - "message": "The 'type' field is missing.", - "param": null, - "event_id": "event_567" - } - } - RealtimeServerEventInputAudioBufferCleared: - type: object - description: | - Returned when the input audio buffer is cleared by the client with a - `input_audio_buffer.clear` event. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - input_audio_buffer.cleared - description: The event type, must be `input_audio_buffer.cleared`. - x-stainless-const: true - required: - - event_id - - type - x-oaiMeta: - name: input_audio_buffer.cleared - group: realtime - example: | - { - "event_id": "event_1314", - "type": "input_audio_buffer.cleared" - } - RealtimeServerEventInputAudioBufferCommitted: - type: object - description: > - Returned when an input audio buffer is committed, either by the client - or - - automatically in server VAD mode. The `item_id` property is the ID of - the user - - message item that will be created, thus a `conversation.item.created` - event - - will also be sent to the client. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - input_audio_buffer.committed - description: The event type, must be `input_audio_buffer.committed`. - x-stainless-const: true - previous_item_id: - type: string - description: > - The ID of the preceding item after which the new item will be - inserted. - item_id: - type: string - description: The ID of the user message item that will be created. - required: - - event_id - - type - - previous_item_id - - item_id - x-oaiMeta: - name: input_audio_buffer.committed - group: realtime - example: | - { - "event_id": "event_1121", - "type": "input_audio_buffer.committed", - "previous_item_id": "msg_001", - "item_id": "msg_002" - } - RealtimeServerEventInputAudioBufferSpeechStarted: - type: object - description: > - Sent by the server when in `server_vad` mode to indicate that speech has - been - - detected in the audio buffer. This can happen any time audio is added to - the - - buffer (unless speech is already detected). The client may want to use - this - - event to interrupt audio playback or provide visual feedback to the - user. - - - The client should expect to receive a - `input_audio_buffer.speech_stopped` event - - when speech stops. The `item_id` property is the ID of the user message - item - - that will be created when speech stops and will also be included in the - - `input_audio_buffer.speech_stopped` event (unless the client manually - commits - - the audio buffer during VAD activation). - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - input_audio_buffer.speech_started - description: The event type, must be `input_audio_buffer.speech_started`. - x-stainless-const: true - audio_start_ms: - type: integer - description: > - Milliseconds from the start of all audio written to the buffer - during the - - session when speech was first detected. This will correspond to the - - beginning of audio sent to the model, and thus includes the - - `prefix_padding_ms` configured in the Session. - item_id: - type: string - description: > - The ID of the user message item that will be created when speech - stops. - required: - - event_id - - type - - audio_start_ms - - item_id - x-oaiMeta: - name: input_audio_buffer.speech_started - group: realtime - example: | - { - "event_id": "event_1516", - "type": "input_audio_buffer.speech_started", - "audio_start_ms": 1000, - "item_id": "msg_003" - } - RealtimeServerEventInputAudioBufferSpeechStopped: - type: object - description: > - Returned in `server_vad` mode when the server detects the end of speech - in - - the audio buffer. The server will also send an - `conversation.item.created` - - event with the user message item that is created from the audio buffer. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - input_audio_buffer.speech_stopped - description: The event type, must be `input_audio_buffer.speech_stopped`. - x-stainless-const: true - audio_end_ms: - type: integer - description: > - Milliseconds since the session started when speech stopped. This - will - - correspond to the end of audio sent to the model, and thus includes - the - - `min_silence_duration_ms` configured in the Session. - item_id: - type: string - description: The ID of the user message item that will be created. - required: - - event_id - - type - - audio_end_ms - - item_id - x-oaiMeta: - name: input_audio_buffer.speech_stopped - group: realtime - example: | - { - "event_id": "event_1718", - "type": "input_audio_buffer.speech_stopped", - "audio_end_ms": 2000, - "item_id": "msg_003" - } - RealtimeServerEventRateLimitsUpdated: - type: object - description: > - Emitted at the beginning of a Response to indicate the updated rate - limits. - - When a Response is created some tokens will be "reserved" for the - output - - tokens, the rate limits shown here reflect that reservation, which is - then - - adjusted accordingly once the Response is completed. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - rate_limits.updated - description: The event type, must be `rate_limits.updated`. - x-stainless-const: true - rate_limits: - type: array - description: List of rate limit information. - items: - type: object - properties: - name: - type: string - enum: - - requests - - tokens - description: | - The name of the rate limit (`requests`, `tokens`). - limit: - type: integer - description: The maximum allowed value for the rate limit. - remaining: - type: integer - description: The remaining value before the limit is reached. - reset_seconds: - type: number - description: Seconds until the rate limit resets. - required: - - event_id - - type - - rate_limits - x-oaiMeta: - name: rate_limits.updated - group: realtime - example: | - { - "event_id": "event_5758", - "type": "rate_limits.updated", - "rate_limits": [ - { - "name": "requests", - "limit": 1000, - "remaining": 999, - "reset_seconds": 60 - }, - { - "name": "tokens", - "limit": 50000, - "remaining": 49950, - "reset_seconds": 60 - } - ] - } - RealtimeServerEventResponseAudioDelta: - type: object - description: Returned when the model-generated audio is updated. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - response.audio.delta - description: The event type, must be `response.audio.delta`. - x-stainless-const: true - response_id: - type: string - description: The ID of the response. - item_id: - type: string - description: The ID of the item. - output_index: - type: integer - description: The index of the output item in the response. - content_index: - type: integer - description: The index of the content part in the item's content array. - delta: - type: string - description: Base64-encoded audio data delta. - required: - - event_id - - type - - response_id - - item_id - - output_index - - content_index - - delta - x-oaiMeta: - name: response.audio.delta - group: realtime - example: | - { - "event_id": "event_4950", - "type": "response.audio.delta", - "response_id": "resp_001", - "item_id": "msg_008", - "output_index": 0, - "content_index": 0, - "delta": "Base64EncodedAudioDelta" - } - RealtimeServerEventResponseAudioDone: - type: object - description: > - Returned when the model-generated audio is done. Also emitted when a - Response - - is interrupted, incomplete, or cancelled. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - response.audio.done - description: The event type, must be `response.audio.done`. - x-stainless-const: true - response_id: - type: string - description: The ID of the response. - item_id: - type: string - description: The ID of the item. - output_index: - type: integer - description: The index of the output item in the response. - content_index: - type: integer - description: The index of the content part in the item's content array. - required: - - event_id - - type - - response_id - - item_id - - output_index - - content_index - x-oaiMeta: - name: response.audio.done - group: realtime - example: | - { - "event_id": "event_5152", - "type": "response.audio.done", - "response_id": "resp_001", - "item_id": "msg_008", - "output_index": 0, - "content_index": 0 - } - RealtimeServerEventResponseAudioTranscriptDelta: - type: object - description: > - Returned when the model-generated transcription of audio output is - updated. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - response.audio_transcript.delta - description: The event type, must be `response.audio_transcript.delta`. - x-stainless-const: true - response_id: - type: string - description: The ID of the response. - item_id: - type: string - description: The ID of the item. - output_index: - type: integer - description: The index of the output item in the response. - content_index: - type: integer - description: The index of the content part in the item's content array. - delta: - type: string - description: The transcript delta. - required: - - event_id - - type - - response_id - - item_id - - output_index - - content_index - - delta - x-oaiMeta: - name: response.audio_transcript.delta - group: realtime - example: | - { - "event_id": "event_4546", - "type": "response.audio_transcript.delta", - "response_id": "resp_001", - "item_id": "msg_008", - "output_index": 0, - "content_index": 0, - "delta": "Hello, how can I a" - } - RealtimeServerEventResponseAudioTranscriptDone: - type: object - description: | - Returned when the model-generated transcription of audio output is done - streaming. Also emitted when a Response is interrupted, incomplete, or - cancelled. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - response.audio_transcript.done - description: The event type, must be `response.audio_transcript.done`. - x-stainless-const: true - response_id: - type: string - description: The ID of the response. - item_id: - type: string - description: The ID of the item. - output_index: - type: integer - description: The index of the output item in the response. - content_index: - type: integer - description: The index of the content part in the item's content array. - transcript: - type: string - description: The final transcript of the audio. - required: - - event_id - - type - - response_id - - item_id - - output_index - - content_index - - transcript - x-oaiMeta: - name: response.audio_transcript.done - group: realtime - example: | - { - "event_id": "event_4748", - "type": "response.audio_transcript.done", - "response_id": "resp_001", - "item_id": "msg_008", - "output_index": 0, - "content_index": 0, - "transcript": "Hello, how can I assist you today?" - } - RealtimeServerEventResponseContentPartAdded: - type: object - description: > - Returned when a new content part is added to an assistant message item - during - - response generation. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - response.content_part.added - description: The event type, must be `response.content_part.added`. - x-stainless-const: true - response_id: - type: string - description: The ID of the response. - item_id: - type: string - description: The ID of the item to which the content part was added. - output_index: - type: integer - description: The index of the output item in the response. - content_index: - type: integer - description: The index of the content part in the item's content array. - part: - type: object - description: The content part that was added. - properties: - type: - type: string - enum: - - audio - - text - description: The content type ("text", "audio"). - text: - type: string - description: The text content (if type is "text"). - audio: - type: string - description: Base64-encoded audio data (if type is "audio"). - transcript: - type: string - description: The transcript of the audio (if type is "audio"). - required: - - event_id - - type - - response_id - - item_id - - output_index - - content_index - - part - x-oaiMeta: - name: response.content_part.added - group: realtime - example: | - { - "event_id": "event_3738", - "type": "response.content_part.added", - "response_id": "resp_001", - "item_id": "msg_007", - "output_index": 0, - "content_index": 0, - "part": { - "type": "text", - "text": "" - } - } - RealtimeServerEventResponseContentPartDone: - type: object - description: > - Returned when a content part is done streaming in an assistant message - item. - - Also emitted when a Response is interrupted, incomplete, or cancelled. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - response.content_part.done - description: The event type, must be `response.content_part.done`. - x-stainless-const: true - response_id: - type: string - description: The ID of the response. - item_id: - type: string - description: The ID of the item. - output_index: - type: integer - description: The index of the output item in the response. - content_index: - type: integer - description: The index of the content part in the item's content array. - part: - type: object - description: The content part that is done. - properties: - type: - type: string - enum: - - audio - - text - description: The content type ("text", "audio"). - text: - type: string - description: The text content (if type is "text"). - audio: - type: string - description: Base64-encoded audio data (if type is "audio"). - transcript: - type: string - description: The transcript of the audio (if type is "audio"). - required: - - event_id - - type - - response_id - - item_id - - output_index - - content_index - - part - x-oaiMeta: - name: response.content_part.done - group: realtime - example: | - { - "event_id": "event_3940", - "type": "response.content_part.done", - "response_id": "resp_001", - "item_id": "msg_007", - "output_index": 0, - "content_index": 0, - "part": { - "type": "text", - "text": "Sure, I can help with that." - } - } - RealtimeServerEventResponseCreated: - type: object - description: > - Returned when a new Response is created. The first event of response - creation, - - where the response is in an initial state of `in_progress`. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - response.created - description: The event type, must be `response.created`. - x-stainless-const: true - response: - $ref: "#/components/schemas/RealtimeResponse" - required: - - event_id - - type - - response - x-oaiMeta: - name: response.created - group: realtime - example: | - { - "event_id": "event_2930", - "type": "response.created", - "response": { - "id": "resp_001", - "object": "realtime.response", - "status": "in_progress", - "status_details": null, - "output": [], - "usage": null - } - } - RealtimeServerEventResponseDone: - type: object - description: > - Returned when a Response is done streaming. Always emitted, no matter - the - - final state. The Response object included in the `response.done` event - will - - include all output Items in the Response but will omit the raw audio - data. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - response.done - description: The event type, must be `response.done`. - x-stainless-const: true - response: - $ref: "#/components/schemas/RealtimeResponse" - required: - - event_id - - type - - response - x-oaiMeta: - name: response.done - group: realtime - example: | - { - "event_id": "event_3132", - "type": "response.done", - "response": { - "id": "resp_001", - "object": "realtime.response", - "status": "completed", - "status_details": null, - "output": [ - { - "id": "msg_006", - "object": "realtime.item", - "type": "message", - "status": "completed", - "role": "assistant", - "content": [ - { - "type": "text", - "text": "Sure, how can I assist you today?" - } - ] - } - ], - "usage": { - "total_tokens":275, - "input_tokens":127, - "output_tokens":148, - "input_token_details": { - "cached_tokens":384, - "text_tokens":119, - "audio_tokens":8, - "cached_tokens_details": { - "text_tokens": 128, - "audio_tokens": 256 - } - }, - "output_token_details": { - "text_tokens":36, - "audio_tokens":112 - } - } - } - } - RealtimeServerEventResponseFunctionCallArgumentsDelta: - type: object - description: | - Returned when the model-generated function call arguments are updated. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - response.function_call_arguments.delta - description: | - The event type, must be `response.function_call_arguments.delta`. - x-stainless-const: true - response_id: - type: string - description: The ID of the response. - item_id: - type: string - description: The ID of the function call item. - output_index: - type: integer - description: The index of the output item in the response. - call_id: - type: string - description: The ID of the function call. - delta: - type: string - description: The arguments delta as a JSON string. - required: - - event_id - - type - - response_id - - item_id - - output_index - - call_id - - delta - x-oaiMeta: - name: response.function_call_arguments.delta - group: realtime - example: | - { - "event_id": "event_5354", - "type": "response.function_call_arguments.delta", - "response_id": "resp_002", - "item_id": "fc_001", - "output_index": 0, - "call_id": "call_001", - "delta": "{\"location\": \"San\"" - } - RealtimeServerEventResponseFunctionCallArgumentsDone: - type: object - description: > - Returned when the model-generated function call arguments are done - streaming. - - Also emitted when a Response is interrupted, incomplete, or cancelled. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - response.function_call_arguments.done - description: | - The event type, must be `response.function_call_arguments.done`. - x-stainless-const: true - response_id: - type: string - description: The ID of the response. - item_id: - type: string - description: The ID of the function call item. - output_index: - type: integer - description: The index of the output item in the response. - call_id: - type: string - description: The ID of the function call. - arguments: - type: string - description: The final arguments as a JSON string. - required: - - event_id - - type - - response_id - - item_id - - output_index - - call_id - - arguments - x-oaiMeta: - name: response.function_call_arguments.done - group: realtime - example: | - { - "event_id": "event_5556", - "type": "response.function_call_arguments.done", - "response_id": "resp_002", - "item_id": "fc_001", - "output_index": 0, - "call_id": "call_001", - "arguments": "{\"location\": \"San Francisco\"}" - } - RealtimeServerEventResponseOutputItemAdded: - type: object - description: Returned when a new Item is created during Response generation. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - response.output_item.added - description: The event type, must be `response.output_item.added`. - x-stainless-const: true - response_id: - type: string - description: The ID of the Response to which the item belongs. - output_index: - type: integer - description: The index of the output item in the Response. - item: - $ref: "#/components/schemas/RealtimeConversationItem" - required: - - event_id - - type - - response_id - - output_index - - item - x-oaiMeta: - name: response.output_item.added - group: realtime - example: | - { - "event_id": "event_3334", - "type": "response.output_item.added", - "response_id": "resp_001", - "output_index": 0, - "item": { - "id": "msg_007", - "object": "realtime.item", - "type": "message", - "status": "in_progress", - "role": "assistant", - "content": [] - } - } - RealtimeServerEventResponseOutputItemDone: - type: object - description: > - Returned when an Item is done streaming. Also emitted when a Response - is - - interrupted, incomplete, or cancelled. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - response.output_item.done - description: The event type, must be `response.output_item.done`. - x-stainless-const: true - response_id: - type: string - description: The ID of the Response to which the item belongs. - output_index: - type: integer - description: The index of the output item in the Response. - item: - $ref: "#/components/schemas/RealtimeConversationItem" - required: - - event_id - - type - - response_id - - output_index - - item - x-oaiMeta: - name: response.output_item.done - group: realtime - example: | - { - "event_id": "event_3536", - "type": "response.output_item.done", - "response_id": "resp_001", - "output_index": 0, - "item": { - "id": "msg_007", - "object": "realtime.item", - "type": "message", - "status": "completed", - "role": "assistant", - "content": [ - { - "type": "text", - "text": "Sure, I can help with that." - } - ] - } - } - RealtimeServerEventResponseTextDelta: - type: object - description: Returned when the text value of a "text" content part is updated. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - response.text.delta - description: The event type, must be `response.text.delta`. - x-stainless-const: true - response_id: - type: string - description: The ID of the response. - item_id: - type: string - description: The ID of the item. - output_index: - type: integer - description: The index of the output item in the response. - content_index: - type: integer - description: The index of the content part in the item's content array. - delta: - type: string - description: The text delta. - required: - - event_id - - type - - response_id - - item_id - - output_index - - content_index - - delta - x-oaiMeta: - name: response.text.delta - group: realtime - example: | - { - "event_id": "event_4142", - "type": "response.text.delta", - "response_id": "resp_001", - "item_id": "msg_007", - "output_index": 0, - "content_index": 0, - "delta": "Sure, I can h" - } - RealtimeServerEventResponseTextDone: - type: object - description: > - Returned when the text value of a "text" content part is done streaming. - Also - - emitted when a Response is interrupted, incomplete, or cancelled. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - response.text.done - description: The event type, must be `response.text.done`. - x-stainless-const: true - response_id: - type: string - description: The ID of the response. - item_id: - type: string - description: The ID of the item. - output_index: - type: integer - description: The index of the output item in the response. - content_index: - type: integer - description: The index of the content part in the item's content array. - text: - type: string - description: The final text content. - required: - - event_id - - type - - response_id - - item_id - - output_index - - content_index - - text - x-oaiMeta: - name: response.text.done - group: realtime - example: | - { - "event_id": "event_4344", - "type": "response.text.done", - "response_id": "resp_001", - "item_id": "msg_007", - "output_index": 0, - "content_index": 0, - "text": "Sure, I can help with that." - } - RealtimeServerEventSessionCreated: - type: object - description: > - Returned when a Session is created. Emitted automatically when a new - - connection is established as the first server event. This event will - contain - - the default Session configuration. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - session.created - description: The event type, must be `session.created`. - x-stainless-const: true - session: - $ref: "#/components/schemas/RealtimeSession" - required: - - event_id - - type - - session - x-oaiMeta: - name: session.created - group: realtime - example: | - { - "event_id": "event_1234", - "type": "session.created", - "session": { - "id": "sess_001", - "object": "realtime.session", - "model": "gpt-4o-realtime-preview-2024-12-17", - "modalities": ["text", "audio"], - "instructions": "...model instructions here...", - "voice": "sage", - "input_audio_format": "pcm16", - "output_audio_format": "pcm16", - "input_audio_transcription": null, - "turn_detection": { - "type": "server_vad", - "threshold": 0.5, - "prefix_padding_ms": 300, - "silence_duration_ms": 200 - }, - "tools": [], - "tool_choice": "auto", - "temperature": 0.8, - "max_response_output_tokens": "inf" - } - } - RealtimeServerEventSessionUpdated: - type: object - description: > - Returned when a session is updated with a `session.update` event, - unless - - there is an error. - properties: - event_id: - type: string - description: The unique ID of the server event. - type: - type: string - enum: - - session.updated - description: The event type, must be `session.updated`. - x-stainless-const: true - session: - $ref: "#/components/schemas/RealtimeSession" - required: - - event_id - - type - - session - x-oaiMeta: - name: session.updated - group: realtime - example: | - { - "event_id": "event_5678", - "type": "session.updated", - "session": { - "id": "sess_001", - "object": "realtime.session", - "model": "gpt-4o-realtime-preview-2024-12-17", - "modalities": ["text"], - "instructions": "New instructions", - "voice": "sage", - "input_audio_format": "pcm16", - "output_audio_format": "pcm16", - "input_audio_transcription": { - "model": "whisper-1" - }, - "turn_detection": null, - "tools": [], - "tool_choice": "none", - "temperature": 0.7, - "max_response_output_tokens": 200 - } - } - RealtimeSession: - type: object - description: Realtime session object configuration. - properties: - id: - type: string - description: | - Unique identifier for the session object. - modalities: - description: | - The set of modalities the model can respond with. To disable audio, - set this to ["text"]. - items: - type: string - enum: - - text - - audio - model: - description: | - The Realtime model used for this session. - anyOf: - - type: string - - type: string - enum: - - gpt-4o-realtime-preview - - gpt-4o-realtime-preview-2024-10-01 - - gpt-4o-realtime-preview-2024-12-17 - - gpt-4o-mini-realtime-preview - - gpt-4o-mini-realtime-preview-2024-12-17 - instructions: - type: string - description: > - The default system instructions (i.e. system message) prepended to - model - - calls. This field allows the client to guide the model on desired - - responses. The model can be instructed on response content and - format, - - (e.g. "be extremely succinct", "act friendly", "here are examples of - good - - responses") and on audio behavior (e.g. "talk quickly", "inject - emotion - - into your voice", "laugh frequently"). The instructions are not - guaranteed - - to be followed by the model, but they provide guidance to the model - on the - - desired behavior. - - - Note that the server sets default instructions which will be used if - this - - field is not set and are visible in the `session.created` event at - the - - start of the session. - voice: - type: string - enum: - - alloy - - ash - - ballad - - coral - - echo - - sage - - shimmer - - verse - description: > - The voice the model uses to respond. Voice cannot be changed during - the - - session once the model has responded with audio at least once. - Current - - voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` `sage`, - - `shimmer` and `verse`. - input_audio_format: - type: string - enum: - - pcm16 - - g711_ulaw - - g711_alaw - description: > - The format of input audio. Options are `pcm16`, `g711_ulaw`, or - `g711_alaw`. - - For `pcm16`, input audio must be 16-bit PCM at a 24kHz sample rate, - - single channel (mono), and little-endian byte order. - output_audio_format: - type: string - enum: - - pcm16 - - g711_ulaw - - g711_alaw - description: > - The format of output audio. Options are `pcm16`, `g711_ulaw`, or - `g711_alaw`. - - For `pcm16`, output audio is sampled at a rate of 24kHz. - input_audio_transcription: - type: object - description: > - Configuration for input audio transcription, defaults to off and can - be - - set to `null` to turn off once on. Input audio transcription is not - native - - to the model, since the model consumes audio directly. Transcription - runs - - asynchronously through Whisper and should be treated as rough - guidance - - rather than the representation understood by the model. - properties: - model: - type: string - description: > - The model to use for transcription, `whisper-1` is the only - currently - - supported model. - turn_detection: - type: object - nullable: true - description: > - Configuration for turn detection. Can be set to `null` to turn off. - Server - - VAD means that the model will detect the start and end of speech - based on - - audio volume and respond at the end of user speech. - properties: - type: - type: string - enum: - - server_vad - description: > - Type of turn detection, only `server_vad` is currently supported. - x-stainless-const: true - threshold: - type: number - description: > - Activation threshold for VAD (0.0 to 1.0), this defaults to 0.5. - A - - higher threshold will require louder audio to activate the - model, and - - thus might perform better in noisy environments. - prefix_padding_ms: - type: integer - description: | - Amount of audio to include before the VAD detected speech (in - milliseconds). Defaults to 300ms. - silence_duration_ms: - type: integer - description: > - Duration of silence to detect speech stop (in milliseconds). - Defaults - - to 500ms. With shorter values the model will respond more - quickly, - - but may jump in on short pauses from the user. - tools: - type: array - description: Tools (functions) available to the model. - items: - type: object - properties: - type: - type: string - enum: - - function - description: The type of the tool, i.e. `function`. - x-stainless-const: true - name: - type: string - description: The name of the function. - description: - type: string - description: > - The description of the function, including guidance on when - and how - - to call it, and guidance about what to tell the user when - calling - - (if anything). - parameters: - type: object - description: Parameters of the function in JSON Schema. - tool_choice: - type: string - description: > - How the model chooses tools. Options are `auto`, `none`, `required`, - or - - specify a function. - temperature: - type: number - description: > - Sampling temperature for the model, limited to [0.6, 1.2]. Defaults - to 0.8. - max_response_output_tokens: - oneOf: - - type: integer - - type: string - enum: - - inf - x-stainless-const: true - description: | - Maximum number of output tokens for a single assistant response, - inclusive of tool calls. Provide an integer between 1 and 4096 to - limit output tokens, or `inf` for the maximum available tokens for a - given model. Defaults to `inf`. - RealtimeSessionCreateRequest: - type: object - description: Realtime session object configuration. - properties: - modalities: - description: | - The set of modalities the model can respond with. To disable audio, - set this to ["text"]. - items: - type: string - enum: - - text - - audio - model: - type: string - description: | - The Realtime model used for this session. - enum: - - gpt-4o-realtime-preview - - gpt-4o-realtime-preview-2024-10-01 - - gpt-4o-realtime-preview-2024-12-17 - - gpt-4o-mini-realtime-preview - - gpt-4o-mini-realtime-preview-2024-12-17 - instructions: - type: string - description: > - The default system instructions (i.e. system message) prepended to - model - - calls. This field allows the client to guide the model on desired - - responses. The model can be instructed on response content and - format, - - (e.g. "be extremely succinct", "act friendly", "here are examples of - good - - responses") and on audio behavior (e.g. "talk quickly", "inject - emotion - - into your voice", "laugh frequently"). The instructions are not - guaranteed - - to be followed by the model, but they provide guidance to the model - on the - - desired behavior. - - - Note that the server sets default instructions which will be used if - this - - field is not set and are visible in the `session.created` event at - the - - start of the session. - voice: - type: string - enum: - - alloy - - ash - - ballad - - coral - - echo - - sage - - shimmer - - verse - description: > - The voice the model uses to respond. Voice cannot be changed during - the - - session once the model has responded with audio at least once. - Current - - voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` `sage`, - - `shimmer` and `verse`. - input_audio_format: - type: string - enum: - - pcm16 - - g711_ulaw - - g711_alaw - description: > - The format of input audio. Options are `pcm16`, `g711_ulaw`, or - `g711_alaw`. - - For `pcm16`, input audio must be 16-bit PCM at a 24kHz sample rate, - - single channel (mono), and little-endian byte order. - output_audio_format: - type: string - enum: - - pcm16 - - g711_ulaw - - g711_alaw - description: > - The format of output audio. Options are `pcm16`, `g711_ulaw`, or - `g711_alaw`. - - For `pcm16`, output audio is sampled at a rate of 24kHz. - input_audio_transcription: - type: object - description: > - Configuration for input audio transcription, defaults to off and can - be set to `null` to turn off once on. Input audio transcription is - not native to the model, since the model consumes audio directly. - Transcription runs asynchronously through [OpenAI Whisper - transcription](https://platform.openai.com/docs/api-reference/audio/createTranscription) - and should be treated as rough guidance rather than the - representation understood by the model. The client can optionally - set the language and prompt for transcription, these fields will be - passed to the Whisper API. - properties: - model: - type: string - description: > - The model to use for transcription, `whisper-1` is the only - currently - - supported model. - language: - type: string - description: > - The language of the input audio. Supplying the input language in - - [ISO-639-1](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes) - (e.g. `en`) format - - will improve accuracy and latency. - prompt: - type: string - description: > - An optional text to guide the model's style or continue a - previous audio - - segment. The [prompt](/docs/guides/speech-to-text#prompting) - should match - - the audio language. - turn_detection: - type: object - description: > - Configuration for turn detection. Can be set to `null` to turn off. - Server - - VAD means that the model will detect the start and end of speech - based on - - audio volume and respond at the end of user speech. - properties: - type: - type: string - description: > - Type of turn detection, only `server_vad` is currently supported. - threshold: - type: number - description: > - Activation threshold for VAD (0.0 to 1.0), this defaults to 0.5. - A - - higher threshold will require louder audio to activate the - model, and - - thus might perform better in noisy environments. - prefix_padding_ms: - type: integer - description: | - Amount of audio to include before the VAD detected speech (in - milliseconds). Defaults to 300ms. - silence_duration_ms: - type: integer - description: > - Duration of silence to detect speech stop (in milliseconds). - Defaults - - to 500ms. With shorter values the model will respond more - quickly, - - but may jump in on short pauses from the user. - create_response: - type: boolean - default: true - description: | - Whether or not to automatically generate a response when VAD is - enabled. `true` by default. - tools: - type: array - description: Tools (functions) available to the model. - items: - type: object - properties: - type: - type: string - enum: - - function - description: The type of the tool, i.e. `function`. - x-stainless-const: true - name: - type: string - description: The name of the function. - description: - type: string - description: > - The description of the function, including guidance on when - and how - - to call it, and guidance about what to tell the user when - calling - - (if anything). - parameters: - type: object - description: Parameters of the function in JSON Schema. - tool_choice: - type: string - description: > - How the model chooses tools. Options are `auto`, `none`, `required`, - or - - specify a function. - temperature: - type: number - description: > - Sampling temperature for the model, limited to [0.6, 1.2]. Defaults - to 0.8. - max_response_output_tokens: - oneOf: - - type: integer - - type: string - enum: - - inf - x-stainless-const: true - description: | - Maximum number of output tokens for a single assistant response, - inclusive of tool calls. Provide an integer between 1 and 4096 to - limit output tokens, or `inf` for the maximum available tokens for a - given model. Defaults to `inf`. - RealtimeSessionCreateResponse: - type: object - description: > - A new Realtime session configuration, with an ephermeral key. Default - TTL - - for keys is one minute. - properties: - client_secret: - type: object - description: Ephemeral key returned by the API. - properties: - value: - type: string - description: > - Ephemeral key usable in client environments to authenticate - connections - - to the Realtime API. Use this in client-side environments rather - than - - a standard API token, which should only be used server-side. - expires_at: - type: integer - description: > - Timestamp for when the token expires. Currently, all tokens - expire - - after one minute. - required: - - value - - expires_at - modalities: - description: | - The set of modalities the model can respond with. To disable audio, - set this to ["text"]. - items: - type: string - enum: - - text - - audio - instructions: - type: string - description: > - The default system instructions (i.e. system message) prepended to - model - - calls. This field allows the client to guide the model on desired - - responses. The model can be instructed on response content and - format, - - (e.g. "be extremely succinct", "act friendly", "here are examples of - good - - responses") and on audio behavior (e.g. "talk quickly", "inject - emotion - - into your voice", "laugh frequently"). The instructions are not - guaranteed - - to be followed by the model, but they provide guidance to the model - on the - - desired behavior. - - - Note that the server sets default instructions which will be used if - this - - field is not set and are visible in the `session.created` event at - the - - start of the session. - voice: - type: string - enum: - - alloy - - ash - - ballad - - coral - - echo - - sage - - shimmer - - verse - description: > - The voice the model uses to respond. Voice cannot be changed during - the - - session once the model has responded with audio at least once. - Current - - voice options are `alloy`, `ash`, `ballad`, `coral`, `echo` `sage`, - - `shimmer` and `verse`. - input_audio_format: - type: string - description: > - The format of input audio. Options are `pcm16`, `g711_ulaw`, or - `g711_alaw`. - output_audio_format: - type: string - description: > - The format of output audio. Options are `pcm16`, `g711_ulaw`, or - `g711_alaw`. - input_audio_transcription: - type: object - description: > - Configuration for input audio transcription, defaults to off and can - be - - set to `null` to turn off once on. Input audio transcription is not - native - - to the model, since the model consumes audio directly. Transcription - runs - - asynchronously through Whisper and should be treated as rough - guidance - - rather than the representation understood by the model. - properties: - model: - type: string - description: > - The model to use for transcription, `whisper-1` is the only - currently - - supported model. - turn_detection: - type: object - description: > - Configuration for turn detection. Can be set to `null` to turn off. - Server - - VAD means that the model will detect the start and end of speech - based on - - audio volume and respond at the end of user speech. - properties: - type: - type: string - description: > - Type of turn detection, only `server_vad` is currently supported. - threshold: - type: number - description: > - Activation threshold for VAD (0.0 to 1.0), this defaults to 0.5. - A - - higher threshold will require louder audio to activate the - model, and - - thus might perform better in noisy environments. - prefix_padding_ms: - type: integer - description: | - Amount of audio to include before the VAD detected speech (in - milliseconds). Defaults to 300ms. - silence_duration_ms: - type: integer - description: > - Duration of silence to detect speech stop (in milliseconds). - Defaults - - to 500ms. With shorter values the model will respond more - quickly, - - but may jump in on short pauses from the user. - tools: - type: array - description: Tools (functions) available to the model. - items: - type: object - properties: - type: - type: string - enum: - - function - description: The type of the tool, i.e. `function`. - x-stainless-const: true - name: - type: string - description: The name of the function. - description: - type: string - description: > - The description of the function, including guidance on when - and how - - to call it, and guidance about what to tell the user when - calling - - (if anything). - parameters: - type: object - description: Parameters of the function in JSON Schema. - tool_choice: - type: string - description: > - How the model chooses tools. Options are `auto`, `none`, `required`, - or - - specify a function. - temperature: - type: number - description: > - Sampling temperature for the model, limited to [0.6, 1.2]. Defaults - to 0.8. - max_response_output_tokens: - oneOf: - - type: integer - - type: string - enum: - - inf - x-stainless-const: true - description: | - Maximum number of output tokens for a single assistant response, - inclusive of tool calls. Provide an integer between 1 and 4096 to - limit output tokens, or `inf` for the maximum available tokens for a - given model. Defaults to `inf`. - required: - - client_secret - x-oaiMeta: - name: The session object - group: realtime - example: | - { - "id": "sess_001", - "object": "realtime.session", - "model": "gpt-4o-realtime-preview-2024-12-17", - "modalities": ["audio", "text"], - "instructions": "You are a friendly assistant.", - "voice": "alloy", - "input_audio_format": "pcm16", - "output_audio_format": "pcm16", - "input_audio_transcription": { - "model": "whisper-1" - }, - "turn_detection": null, - "tools": [], - "tool_choice": "none", - "temperature": 0.7, - "max_response_output_tokens": 200, - "client_secret": { - "value": "ek_abc123", - "expires_at": 1234567890 - } - } - ResponseFormatJsonObject: - type: object - properties: - type: - type: string - description: "The type of response format being defined: `json_object`" - enum: - - json_object - x-stainless-const: true - required: - - type - ResponseFormatJsonSchema: - type: object - properties: - type: - type: string - description: "The type of response format being defined: `json_schema`" - enum: - - json_schema - x-stainless-const: true - json_schema: - type: object - properties: - description: - type: string - description: - A description of what the response format is for, used by the model - to determine how to respond in the format. - name: - type: string - description: - The name of the response format. Must be a-z, A-Z, 0-9, or contain - underscores and dashes, with a maximum length of 64. - schema: - $ref: "#/components/schemas/ResponseFormatJsonSchemaSchema" - strict: - type: boolean - nullable: true - default: false - description: - Whether to enable strict schema adherence when generating the - output. If set to true, the model will always follow the exact - schema defined in the `schema` field. Only a subset of JSON - Schema is supported when `strict` is `true`. To learn more, read - the [Structured Outputs guide](/docs/guides/structured-outputs). - required: - - name - required: - - type - - json_schema - ResponseFormatJsonSchemaSchema: - type: object - description: The schema for the response format, described as a JSON Schema object. - additionalProperties: true - ResponseFormatText: - type: object - properties: - type: - type: string - description: "The type of response format being defined: `text`" - enum: - - text - x-stainless-const: true - required: - - type - RunCompletionUsage: - type: object - description: - Usage statistics related to the run. This value will be `null` if - the run is not in a terminal state (i.e. `in_progress`, `queued`, etc.). - properties: - completion_tokens: - type: integer - description: Number of completion tokens used over the course of the run. - prompt_tokens: - type: integer - description: Number of prompt tokens used over the course of the run. - total_tokens: - type: integer - description: Total number of tokens used (prompt + completion). - required: - - prompt_tokens - - completion_tokens - - total_tokens - nullable: true - RunObject: - type: object - title: A run on a thread - description: Represents an execution run on a [thread](/docs/api-reference/threads). - properties: - id: - description: The identifier, which can be referenced in API endpoints. - type: string - object: - description: The object type, which is always `thread.run`. - type: string - enum: - - thread.run - x-stainless-const: true - created_at: - description: The Unix timestamp (in seconds) for when the run was created. - type: integer - thread_id: - description: - The ID of the [thread](/docs/api-reference/threads) that was - executed on as a part of this run. - type: string - assistant_id: - description: - The ID of the [assistant](/docs/api-reference/assistants) used for - execution of this run. - type: string - status: - description: - The status of the run, which can be either `queued`, `in_progress`, - `requires_action`, `cancelling`, `cancelled`, `failed`, `completed`, - `incomplete`, or `expired`. - type: string - enum: - - queued - - in_progress - - requires_action - - cancelling - - cancelled - - failed - - completed - - incomplete - - expired - required_action: - type: object - description: - Details on the action required to continue the run. Will be `null` - if no action is required. - nullable: true - properties: - type: - description: For now, this is always `submit_tool_outputs`. - type: string - enum: - - submit_tool_outputs - x-stainless-const: true - submit_tool_outputs: - type: object - description: Details on the tool outputs needed for this run to continue. - properties: - tool_calls: - type: array - description: A list of the relevant tool calls. - items: - $ref: "#/components/schemas/RunToolCallObject" - required: - - tool_calls - required: - - type - - submit_tool_outputs - last_error: - type: object - description: - The last error associated with this run. Will be `null` if there - are no errors. - nullable: true - properties: - code: - type: string - description: One of `server_error`, `rate_limit_exceeded`, or `invalid_prompt`. - enum: - - server_error - - rate_limit_exceeded - - invalid_prompt - message: - type: string - description: A human-readable description of the error. - required: - - code - - message - expires_at: - description: The Unix timestamp (in seconds) for when the run will expire. - type: integer - nullable: true - started_at: - description: The Unix timestamp (in seconds) for when the run was started. - type: integer - nullable: true - cancelled_at: - description: The Unix timestamp (in seconds) for when the run was cancelled. - type: integer - nullable: true - failed_at: - description: The Unix timestamp (in seconds) for when the run failed. - type: integer - nullable: true - completed_at: - description: The Unix timestamp (in seconds) for when the run was completed. - type: integer - nullable: true - incomplete_details: - description: - Details on why the run is incomplete. Will be `null` if the run is - not incomplete. - type: object - nullable: true - properties: - reason: - description: - The reason why the run is incomplete. This will point to which - specific token limit was reached over the course of the run. - type: string - enum: - - max_completion_tokens - - max_prompt_tokens - model: - description: - The model that the [assistant](/docs/api-reference/assistants) used - for this run. - type: string - instructions: - description: The instructions that the - [assistant](/docs/api-reference/assistants) used for this run. - type: string - tools: - description: The list of tools that the - [assistant](/docs/api-reference/assistants) used for this run. - default: [] - type: array - maxItems: 20 - items: - oneOf: - - $ref: "#/components/schemas/AssistantToolsCode" - - $ref: "#/components/schemas/AssistantToolsFileSearch" - - $ref: "#/components/schemas/AssistantToolsFunction" - x-oaiExpandable: true - metadata: - $ref: "#/components/schemas/Metadata" - usage: - $ref: "#/components/schemas/RunCompletionUsage" - temperature: - description: - The sampling temperature used for this run. If not set, defaults to - 1. - type: number - nullable: true - top_p: - description: - The nucleus sampling value used for this run. If not set, defaults - to 1. - type: number - nullable: true - max_prompt_tokens: - type: integer - nullable: true - description: > - The maximum number of prompt tokens specified to have been used over - the course of the run. - minimum: 256 - max_completion_tokens: - type: integer - nullable: true - description: > - The maximum number of completion tokens specified to have been used - over the course of the run. - minimum: 256 - truncation_strategy: - allOf: - - $ref: "#/components/schemas/TruncationObject" - - nullable: true - tool_choice: - allOf: - - $ref: "#/components/schemas/AssistantsApiToolChoiceOption" - - nullable: true - parallel_tool_calls: - $ref: "#/components/schemas/ParallelToolCalls" - response_format: - allOf: - - $ref: "#/components/schemas/AssistantsApiResponseFormatOption" - - nullable: true - required: - - id - - object - - created_at - - thread_id - - assistant_id - - status - - required_action - - last_error - - expires_at - - started_at - - cancelled_at - - failed_at - - completed_at - - model - - instructions - - tools - - metadata - - usage - - incomplete_details - - max_prompt_tokens - - max_completion_tokens - - truncation_strategy - - tool_choice - - parallel_tool_calls - - response_format - x-oaiMeta: - name: The run object - beta: true - example: | - { - "id": "run_abc123", - "object": "thread.run", - "created_at": 1698107661, - "assistant_id": "asst_abc123", - "thread_id": "thread_abc123", - "status": "completed", - "started_at": 1699073476, - "expires_at": null, - "cancelled_at": null, - "failed_at": null, - "completed_at": 1699073498, - "last_error": null, - "model": "gpt-4o", - "instructions": null, - "tools": [{"type": "file_search"}, {"type": "code_interpreter"}], - "metadata": {}, - "incomplete_details": null, - "usage": { - "prompt_tokens": 123, - "completion_tokens": 456, - "total_tokens": 579 - }, - "temperature": 1.0, - "top_p": 1.0, - "max_prompt_tokens": 1000, - "max_completion_tokens": 1000, - "truncation_strategy": { - "type": "auto", - "last_messages": null - }, - "response_format": "auto", - "tool_choice": "auto", - "parallel_tool_calls": true - } - RunStepCompletionUsage: - type: object - description: - Usage statistics related to the run step. This value will be `null` - while the run step's status is `in_progress`. - properties: - completion_tokens: - type: integer - description: Number of completion tokens used over the course of the run step. - prompt_tokens: - type: integer - description: Number of prompt tokens used over the course of the run step. - total_tokens: - type: integer - description: Total number of tokens used (prompt + completion). - required: - - prompt_tokens - - completion_tokens - - total_tokens - nullable: true - RunStepDeltaObject: - type: object - title: Run step delta object - description: > - Represents a run step delta i.e. any changed fields on a run step during - streaming. - properties: - id: - description: - The identifier of the run step, which can be referenced in API - endpoints. - type: string - object: - description: The object type, which is always `thread.run.step.delta`. - type: string - enum: - - thread.run.step.delta - x-stainless-const: true - delta: - description: The delta containing the fields that have changed on the run step. - type: object - properties: - step_details: - type: object - description: The details of the run step. - oneOf: - - $ref: "#/components/schemas/RunStepDeltaStepDetailsMessageCreationObject" - - $ref: "#/components/schemas/RunStepDeltaStepDetailsToolCallsObject" - x-oaiExpandable: true - required: - - id - - object - - delta - x-oaiMeta: - name: The run step delta object - beta: true - example: | - { - "id": "step_123", - "object": "thread.run.step.delta", - "delta": { - "step_details": { - "type": "tool_calls", - "tool_calls": [ - { - "index": 0, - "id": "call_123", - "type": "code_interpreter", - "code_interpreter": { "input": "", "outputs": [] } - } - ] - } - } - } - RunStepDeltaStepDetailsMessageCreationObject: - title: Message creation - type: object - description: Details of the message creation by the run step. - properties: - type: - description: Always `message_creation`. - type: string - enum: - - message_creation - x-stainless-const: true - message_creation: - type: object - properties: - message_id: - type: string - description: The ID of the message that was created by this run step. - required: - - type - RunStepDeltaStepDetailsToolCallsCodeObject: - title: Code interpreter tool call - type: object - description: Details of the Code Interpreter tool call the run step was involved in. - properties: - index: - type: integer - description: The index of the tool call in the tool calls array. - id: - type: string - description: The ID of the tool call. - type: - type: string - description: The type of tool call. This is always going to be - `code_interpreter` for this type of tool call. - enum: - - code_interpreter - x-stainless-const: true - code_interpreter: - type: object - description: The Code Interpreter tool call definition. - properties: - input: - type: string - description: The input to the Code Interpreter tool call. - outputs: - type: array - description: - The outputs from the Code Interpreter tool call. Code Interpreter - can output one or more items, including text (`logs`) or images - (`image`). Each of these are represented by a different object - type. - items: - type: object - oneOf: - - $ref: - "#/components/schemas/RunStepDeltaStepDetailsToolCallsCodeOutputLogsObjec\ - t" - - $ref: - "#/components/schemas/RunStepDeltaStepDetailsToolCallsCodeOutputImageObje\ - ct" - x-oaiExpandable: true - required: - - index - - type - RunStepDeltaStepDetailsToolCallsCodeOutputImageObject: - title: Code interpreter image output - type: object - properties: - index: - type: integer - description: The index of the output in the outputs array. - type: - description: Always `image`. - type: string - enum: - - image - x-stainless-const: true - image: - type: object - properties: - file_id: - description: The [file](/docs/api-reference/files) ID of the image. - type: string - required: - - index - - type - RunStepDeltaStepDetailsToolCallsCodeOutputLogsObject: - title: Code interpreter log output - type: object - description: Text output from the Code Interpreter tool call as part of a run step. - properties: - index: - type: integer - description: The index of the output in the outputs array. - type: - description: Always `logs`. - type: string - enum: - - logs - x-stainless-const: true - logs: - type: string - description: The text output from the Code Interpreter tool call. - required: - - index - - type - RunStepDeltaStepDetailsToolCallsFileSearchObject: - title: File search tool call - type: object - properties: - index: - type: integer - description: The index of the tool call in the tool calls array. - id: - type: string - description: The ID of the tool call object. - type: - type: string - description: - The type of tool call. This is always going to be `file_search` for - this type of tool call. - enum: - - file_search - x-stainless-const: true - file_search: - type: object - description: For now, this is always going to be an empty object. - x-oaiTypeLabel: map - required: - - index - - type - - file_search - RunStepDeltaStepDetailsToolCallsFunctionObject: - type: object - title: Function tool call - properties: - index: - type: integer - description: The index of the tool call in the tool calls array. - id: - type: string - description: The ID of the tool call object. - type: - type: string - description: - The type of tool call. This is always going to be `function` for - this type of tool call. - enum: - - function - x-stainless-const: true - function: - type: object - description: The definition of the function that was called. - properties: - name: - type: string - description: The name of the function. - arguments: - type: string - description: The arguments passed to the function. - output: - type: string - description: - The output of the function. This will be `null` if the outputs have - not been [submitted](/docs/api-reference/runs/submitToolOutputs) - yet. - nullable: true - required: - - index - - type - RunStepDeltaStepDetailsToolCallsObject: - title: Tool calls - type: object - description: Details of the tool call. - properties: - type: - description: Always `tool_calls`. - type: string - enum: - - tool_calls - x-stainless-const: true - tool_calls: - type: array - description: > - An array of tool calls the run step was involved in. These can be - associated with one of three types of tools: `code_interpreter`, - `file_search`, or `function`. - items: - oneOf: - - $ref: "#/components/schemas/RunStepDeltaStepDetailsToolCallsCodeObject" - - $ref: "#/components/schemas/RunStepDeltaStepDetailsToolCallsFileSearchObject" - - $ref: "#/components/schemas/RunStepDeltaStepDetailsToolCallsFunctionObject" - x-oaiExpandable: true - required: - - type - RunStepDetailsMessageCreationObject: - title: Message creation - type: object - description: Details of the message creation by the run step. - properties: - type: - description: Always `message_creation`. - type: string - enum: - - message_creation - x-stainless-const: true - message_creation: - type: object - properties: - message_id: - type: string - description: The ID of the message that was created by this run step. - required: - - message_id - required: - - type - - message_creation - RunStepDetailsToolCallsCodeObject: - title: Code Interpreter tool call - type: object - description: Details of the Code Interpreter tool call the run step was involved in. - properties: - id: - type: string - description: The ID of the tool call. - type: - type: string - description: The type of tool call. This is always going to be - `code_interpreter` for this type of tool call. - enum: - - code_interpreter - x-stainless-const: true - code_interpreter: - type: object - description: The Code Interpreter tool call definition. - required: - - input - - outputs - properties: - input: - type: string - description: The input to the Code Interpreter tool call. - outputs: - type: array - description: - The outputs from the Code Interpreter tool call. Code Interpreter - can output one or more items, including text (`logs`) or images - (`image`). Each of these are represented by a different object - type. - items: - type: object - oneOf: - - $ref: "#/components/schemas/RunStepDetailsToolCallsCodeOutputLogsObject" - - $ref: "#/components/schemas/RunStepDetailsToolCallsCodeOutputImageObject" - x-oaiExpandable: true - required: - - id - - type - - code_interpreter - RunStepDetailsToolCallsCodeOutputImageObject: - title: Code Interpreter image output - type: object - properties: - type: - description: Always `image`. - type: string - enum: - - image - x-stainless-const: true - image: - type: object - properties: - file_id: - description: The [file](/docs/api-reference/files) ID of the image. - type: string - required: - - file_id - required: - - type - - image - RunStepDetailsToolCallsCodeOutputLogsObject: - title: Code Interpreter log output - type: object - description: Text output from the Code Interpreter tool call as part of a run step. - properties: - type: - description: Always `logs`. - type: string - enum: - - logs - x-stainless-const: true - logs: - type: string - description: The text output from the Code Interpreter tool call. - required: - - type - - logs - RunStepDetailsToolCallsFileSearchObject: - title: File search tool call - type: object - properties: - id: - type: string - description: The ID of the tool call object. - type: - type: string - description: - The type of tool call. This is always going to be `file_search` for - this type of tool call. - enum: - - file_search - x-stainless-const: true - file_search: - type: object - description: For now, this is always going to be an empty object. - x-oaiTypeLabel: map - properties: - ranking_options: - $ref: - "#/components/schemas/RunStepDetailsToolCallsFileSearchRankingOptionsObje\ - ct" - results: - type: array - description: The results of the file search. - items: - $ref: "#/components/schemas/RunStepDetailsToolCallsFileSearchResultObject" - required: - - id - - type - - file_search - RunStepDetailsToolCallsFileSearchRankingOptionsObject: - title: File search tool call ranking options - type: object - description: The ranking options for the file search. - properties: - ranker: - type: string - description: The ranker used for the file search. - enum: - - default_2024_08_21 - x-stainless-const: true - score_threshold: - type: number - description: - The score threshold for the file search. All values must be a - floating point number between 0 and 1. - minimum: 0 - maximum: 1 - required: - - ranker - - score_threshold - RunStepDetailsToolCallsFileSearchResultObject: - title: File search tool call result - type: object - description: A result instance of the file search. - x-oaiTypeLabel: map - properties: - file_id: - type: string - description: The ID of the file that result was found in. - file_name: - type: string - description: The name of the file that result was found in. - score: - type: number - description: - The score of the result. All values must be a floating point number - between 0 and 1. - minimum: 0 - maximum: 1 - content: - type: array - description: - The content of the result that was found. The content is only - included if requested via the include query parameter. - items: - type: object - properties: - type: - type: string - description: The type of the content. - enum: - - text - x-stainless-const: true - text: - type: string - description: The text content of the file. - required: - - file_id - - file_name - - score - RunStepDetailsToolCallsFunctionObject: - type: object - title: Function tool call - properties: - id: - type: string - description: The ID of the tool call object. - type: - type: string - description: - The type of tool call. This is always going to be `function` for - this type of tool call. - enum: - - function - x-stainless-const: true - function: - type: object - description: The definition of the function that was called. - properties: - name: - type: string - description: The name of the function. - arguments: - type: string - description: The arguments passed to the function. - output: - type: string - description: - The output of the function. This will be `null` if the outputs have - not been [submitted](/docs/api-reference/runs/submitToolOutputs) - yet. - nullable: true - required: - - name - - arguments - - output - required: - - id - - type - - function - RunStepDetailsToolCallsObject: - title: Tool calls - type: object - description: Details of the tool call. - properties: - type: - description: Always `tool_calls`. - type: string - enum: - - tool_calls - x-stainless-const: true - tool_calls: - type: array - description: > - An array of tool calls the run step was involved in. These can be - associated with one of three types of tools: `code_interpreter`, - `file_search`, or `function`. - items: - oneOf: - - $ref: "#/components/schemas/RunStepDetailsToolCallsCodeObject" - - $ref: "#/components/schemas/RunStepDetailsToolCallsFileSearchObject" - - $ref: "#/components/schemas/RunStepDetailsToolCallsFunctionObject" - x-oaiExpandable: true - required: - - type - - tool_calls - RunStepObject: - type: object - title: Run steps - description: | - Represents a step in execution of a run. - properties: - id: - description: - The identifier of the run step, which can be referenced in API - endpoints. - type: string - object: - description: The object type, which is always `thread.run.step`. - type: string - enum: - - thread.run.step - x-stainless-const: true - created_at: - description: The Unix timestamp (in seconds) for when the run step was created. - type: integer - assistant_id: - description: The ID of the [assistant](/docs/api-reference/assistants) - associated with the run step. - type: string - thread_id: - description: The ID of the [thread](/docs/api-reference/threads) that was run. - type: string - run_id: - description: - The ID of the [run](/docs/api-reference/runs) that this run step is - a part of. - type: string - type: - description: - The type of run step, which can be either `message_creation` or - `tool_calls`. - type: string - enum: - - message_creation - - tool_calls - status: - description: - The status of the run step, which can be either `in_progress`, - `cancelled`, `failed`, `completed`, or `expired`. - type: string - enum: - - in_progress - - cancelled - - failed - - completed - - expired - step_details: - type: object - description: The details of the run step. - oneOf: - - $ref: "#/components/schemas/RunStepDetailsMessageCreationObject" - - $ref: "#/components/schemas/RunStepDetailsToolCallsObject" - x-oaiExpandable: true - last_error: - type: object - description: - The last error associated with this run step. Will be `null` if - there are no errors. - nullable: true - properties: - code: - type: string - description: One of `server_error` or `rate_limit_exceeded`. - enum: - - server_error - - rate_limit_exceeded - message: - type: string - description: A human-readable description of the error. - required: - - code - - message - expired_at: - description: - The Unix timestamp (in seconds) for when the run step expired. A - step is considered expired if the parent run is expired. - type: integer - nullable: true - cancelled_at: - description: The Unix timestamp (in seconds) for when the run step was cancelled. - type: integer - nullable: true - failed_at: - description: The Unix timestamp (in seconds) for when the run step failed. - type: integer - nullable: true - completed_at: - description: The Unix timestamp (in seconds) for when the run step completed. - type: integer - nullable: true - metadata: - $ref: "#/components/schemas/Metadata" - usage: - $ref: "#/components/schemas/RunStepCompletionUsage" - required: - - id - - object - - created_at - - assistant_id - - thread_id - - run_id - - type - - status - - step_details - - last_error - - expired_at - - cancelled_at - - failed_at - - completed_at - - metadata - - usage - x-oaiMeta: - name: The run step object - beta: true - example: | - { - "id": "step_abc123", - "object": "thread.run.step", - "created_at": 1699063291, - "run_id": "run_abc123", - "assistant_id": "asst_abc123", - "thread_id": "thread_abc123", - "type": "message_creation", - "status": "completed", - "cancelled_at": null, - "completed_at": 1699063291, - "expired_at": null, - "failed_at": null, - "last_error": null, - "step_details": { - "type": "message_creation", - "message_creation": { - "message_id": "msg_abc123" - } - }, - "usage": { - "prompt_tokens": 123, - "completion_tokens": 456, - "total_tokens": 579 - } - } - RunStepStreamEvent: - oneOf: - - type: object - properties: - event: - type: string - enum: - - thread.run.step.created - x-stainless-const: true - data: - $ref: "#/components/schemas/RunStepObject" - required: - - event - - data - description: - Occurs when a [run step](/docs/api-reference/run-steps/step-object) - is created. - x-oaiMeta: - dataDescription: "`data` is a [run step](/docs/api-reference/run-steps/step-object)" - - type: object - properties: - event: - type: string - enum: - - thread.run.step.in_progress - x-stainless-const: true - data: - $ref: "#/components/schemas/RunStepObject" - required: - - event - - data - description: - Occurs when a [run step](/docs/api-reference/run-steps/step-object) - moves to an `in_progress` state. - x-oaiMeta: - dataDescription: "`data` is a [run step](/docs/api-reference/run-steps/step-object)" - - type: object - properties: - event: - type: string - enum: - - thread.run.step.delta - x-stainless-const: true - data: - $ref: "#/components/schemas/RunStepDeltaObject" - required: - - event - - data - description: Occurs when parts of a [run - step](/docs/api-reference/run-steps/step-object) are being streamed. - x-oaiMeta: - dataDescription: "`data` is a [run step - delta](/docs/api-reference/assistants-streaming/run-step-delta-ob\ - ject)" - - type: object - properties: - event: - type: string - enum: - - thread.run.step.completed - x-stainless-const: true - data: - $ref: "#/components/schemas/RunStepObject" - required: - - event - - data - description: - Occurs when a [run step](/docs/api-reference/run-steps/step-object) - is completed. - x-oaiMeta: - dataDescription: "`data` is a [run step](/docs/api-reference/run-steps/step-object)" - - type: object - properties: - event: - type: string - enum: - - thread.run.step.failed - x-stainless-const: true - data: - $ref: "#/components/schemas/RunStepObject" - required: - - event - - data - description: - Occurs when a [run step](/docs/api-reference/run-steps/step-object) - fails. - x-oaiMeta: - dataDescription: "`data` is a [run step](/docs/api-reference/run-steps/step-object)" - - type: object - properties: - event: - type: string - enum: - - thread.run.step.cancelled - x-stainless-const: true - data: - $ref: "#/components/schemas/RunStepObject" - required: - - event - - data - description: - Occurs when a [run step](/docs/api-reference/run-steps/step-object) - is cancelled. - x-oaiMeta: - dataDescription: "`data` is a [run step](/docs/api-reference/run-steps/step-object)" - - type: object - properties: - event: - type: string - enum: - - thread.run.step.expired - x-stainless-const: true - data: - $ref: "#/components/schemas/RunStepObject" - required: - - event - - data - description: - Occurs when a [run step](/docs/api-reference/run-steps/step-object) - expires. - x-oaiMeta: - dataDescription: "`data` is a [run step](/docs/api-reference/run-steps/step-object)" - RunStreamEvent: - oneOf: - - type: object - properties: - event: - type: string - enum: - - thread.run.created - x-stainless-const: true - data: - $ref: "#/components/schemas/RunObject" - required: - - event - - data - description: Occurs when a new [run](/docs/api-reference/runs/object) is created. - x-oaiMeta: - dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" - - type: object - properties: - event: - type: string - enum: - - thread.run.queued - x-stainless-const: true - data: - $ref: "#/components/schemas/RunObject" - required: - - event - - data - description: - Occurs when a [run](/docs/api-reference/runs/object) moves to a - `queued` status. - x-oaiMeta: - dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" - - type: object - properties: - event: - type: string - enum: - - thread.run.in_progress - x-stainless-const: true - data: - $ref: "#/components/schemas/RunObject" - required: - - event - - data - description: - Occurs when a [run](/docs/api-reference/runs/object) moves to an - `in_progress` status. - x-oaiMeta: - dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" - - type: object - properties: - event: - type: string - enum: - - thread.run.requires_action - x-stainless-const: true - data: - $ref: "#/components/schemas/RunObject" - required: - - event - - data - description: - Occurs when a [run](/docs/api-reference/runs/object) moves to a - `requires_action` status. - x-oaiMeta: - dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" - - type: object - properties: - event: - type: string - enum: - - thread.run.completed - x-stainless-const: true - data: - $ref: "#/components/schemas/RunObject" - required: - - event - - data - description: Occurs when a [run](/docs/api-reference/runs/object) is completed. - x-oaiMeta: - dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" - - type: object - properties: - event: - type: string - enum: - - thread.run.incomplete - x-stainless-const: true - data: - $ref: "#/components/schemas/RunObject" - required: - - event - - data - description: - Occurs when a [run](/docs/api-reference/runs/object) ends with - status `incomplete`. - x-oaiMeta: - dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" - - type: object - properties: - event: - type: string - enum: - - thread.run.failed - x-stainless-const: true - data: - $ref: "#/components/schemas/RunObject" - required: - - event - - data - description: Occurs when a [run](/docs/api-reference/runs/object) fails. - x-oaiMeta: - dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" - - type: object - properties: - event: - type: string - enum: - - thread.run.cancelling - x-stainless-const: true - data: - $ref: "#/components/schemas/RunObject" - required: - - event - - data - description: - Occurs when a [run](/docs/api-reference/runs/object) moves to a - `cancelling` status. - x-oaiMeta: - dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" - - type: object - properties: - event: - type: string - enum: - - thread.run.cancelled - x-stainless-const: true - data: - $ref: "#/components/schemas/RunObject" - required: - - event - - data - description: Occurs when a [run](/docs/api-reference/runs/object) is cancelled. - x-oaiMeta: - dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" - - type: object - properties: - event: - type: string - enum: - - thread.run.expired - x-stainless-const: true - data: - $ref: "#/components/schemas/RunObject" - required: - - event - - data - description: Occurs when a [run](/docs/api-reference/runs/object) expires. - x-oaiMeta: - dataDescription: "`data` is a [run](/docs/api-reference/runs/object)" - RunToolCallObject: - type: object - description: Tool call objects - properties: - id: - type: string - description: - The ID of the tool call. This ID must be referenced when you submit - the tool outputs in using the [Submit tool outputs to - run](/docs/api-reference/runs/submitToolOutputs) endpoint. - type: - type: string - description: - The type of tool call the output is required for. For now, this is - always `function`. - enum: - - function - x-stainless-const: true - function: - type: object - description: The function definition. - properties: - name: - type: string - description: The name of the function. - arguments: - type: string - description: The arguments that the model expects you to pass to the function. - required: - - name - - arguments - required: - - id - - type - - function - StaticChunkingStrategy: - type: object - additionalProperties: false - properties: - max_chunk_size_tokens: - type: integer - minimum: 100 - maximum: 4096 - description: - The maximum number of tokens in each chunk. The default value is - `800`. The minimum value is `100` and the maximum value is `4096`. - chunk_overlap_tokens: - type: integer - description: > - The number of tokens that overlap between chunks. The default value - is `400`. - - - Note that the overlap must not exceed half of - `max_chunk_size_tokens`. - required: - - max_chunk_size_tokens - - chunk_overlap_tokens - StaticChunkingStrategyRequestParam: - type: object - title: Static Chunking Strategy - additionalProperties: false - properties: - type: - type: string - description: Always `static`. - enum: - - static - x-stainless-const: true - static: - $ref: "#/components/schemas/StaticChunkingStrategy" - required: - - type - - static - StaticChunkingStrategyResponseParam: - type: object - title: Static Chunking Strategy - additionalProperties: false - properties: - type: - type: string - description: Always `static`. - enum: - - static - x-stainless-const: true - static: - $ref: "#/components/schemas/StaticChunkingStrategy" - required: - - type - - static - SubmitToolOutputsRunRequest: - type: object - additionalProperties: false - properties: - tool_outputs: - description: A list of tools for which the outputs are being submitted. - type: array - items: - type: object - properties: - tool_call_id: - type: string - description: - The ID of the tool call in the `required_action` object within the - run object the output is being submitted for. - output: - type: string - description: The output of the tool call to be submitted to continue the run. - stream: - type: boolean - nullable: true - description: > - If `true`, returns a stream of events that happen during the Run as - server-sent events, terminating when the Run enters a terminal state - with a `data: [DONE]` message. - required: - - tool_outputs - ThreadObject: - type: object - title: Thread - description: Represents a thread that contains - [messages](/docs/api-reference/messages). - properties: - id: - description: The identifier, which can be referenced in API endpoints. - type: string - object: - description: The object type, which is always `thread`. - type: string - enum: - - thread - x-stainless-const: true - created_at: - description: The Unix timestamp (in seconds) for when the thread was created. - type: integer - tool_resources: - type: object - description: > - A set of resources that are made available to the assistant's tools - in this thread. The resources are specific to the type of tool. For - example, the `code_interpreter` tool requires a list of file IDs, - while the `file_search` tool requires a list of vector store IDs. - properties: - code_interpreter: - type: object - properties: - file_ids: - type: array - description: > - A list of [file](/docs/api-reference/files) IDs made - available to the `code_interpreter` tool. There can be a - maximum of 20 files associated with the tool. - default: [] - maxItems: 20 - items: - type: string - file_search: - type: object - properties: - vector_store_ids: - type: array - description: > - The [vector store](/docs/api-reference/vector-stores/object) - attached to this thread. There can be a maximum of 1 vector - store attached to the thread. - maxItems: 1 - items: - type: string - nullable: true - metadata: - $ref: "#/components/schemas/Metadata" - required: - - id - - object - - created_at - - tool_resources - - metadata - x-oaiMeta: - name: The thread object - beta: true - example: | - { - "id": "thread_abc123", - "object": "thread", - "created_at": 1698107661, - "metadata": {} - } - ThreadStreamEvent: - oneOf: - - type: object - properties: - enabled: - type: boolean - description: Whether to enable input audio transcription. - event: - type: string - enum: - - thread.created - x-stainless-const: true - data: - $ref: "#/components/schemas/ThreadObject" - required: - - event - - data - description: - Occurs when a new [thread](/docs/api-reference/threads/object) is - created. - x-oaiMeta: - dataDescription: "`data` is a [thread](/docs/api-reference/threads/object)" - TranscriptionSegment: - type: object - properties: - id: - type: integer - description: Unique identifier of the segment. - seek: - type: integer - description: Seek offset of the segment. - start: - type: number - format: float - description: Start time of the segment in seconds. - end: - type: number - format: float - description: End time of the segment in seconds. - text: - type: string - description: Text content of the segment. - tokens: - type: array - items: - type: integer - description: Array of token IDs for the text content. - temperature: - type: number - format: float - description: Temperature parameter used for generating the segment. - avg_logprob: - type: number - format: float - description: - Average logprob of the segment. If the value is lower than -1, - consider the logprobs failed. - compression_ratio: - type: number - format: float - description: - Compression ratio of the segment. If the value is greater than 2.4, - consider the compression failed. - no_speech_prob: - type: number - format: float - description: - Probability of no speech in the segment. If the value is higher - than 1.0 and the `avg_logprob` is below -1, consider this segment - silent. - required: - - id - - seek - - start - - end - - text - - tokens - - temperature - - avg_logprob - - compression_ratio - - no_speech_prob - TranscriptionWord: - type: object - properties: - word: - type: string - description: The text content of the word. - start: - type: number - format: float - description: Start time of the word in seconds. - end: - type: number - format: float - description: End time of the word in seconds. - required: - - word - - start - - end - TruncationObject: - type: object - title: Thread Truncation Controls - description: - Controls for how a thread will be truncated prior to the run. Use - this to control the intial context window of the run. - properties: - type: - type: string - description: - The truncation strategy to use for the thread. The default is - `auto`. If set to `last_messages`, the thread will be truncated to - the n most recent messages in the thread. When set to `auto`, - messages in the middle of the thread will be dropped to fit the - context length of the model, `max_prompt_tokens`. - enum: - - auto - - last_messages - last_messages: - type: integer - description: The number of most recent messages from the thread when - constructing the context for the run. - minimum: 1 - nullable: true - required: - - type - UpdateVectorStoreRequest: - type: object - additionalProperties: false - properties: - name: - description: The name of the vector store. - type: string - nullable: true - expires_after: - allOf: - - $ref: "#/components/schemas/VectorStoreExpirationAfter" - - nullable: true - metadata: - $ref: "#/components/schemas/Metadata" - Upload: - type: object - title: Upload - description: | - The Upload object can accept byte chunks in the form of Parts. - properties: - id: - type: string - description: - The Upload unique identifier, which can be referenced in API - endpoints. - created_at: - type: integer - description: The Unix timestamp (in seconds) for when the Upload was created. - filename: - type: string - description: The name of the file to be uploaded. - bytes: - type: integer - description: The intended number of bytes to be uploaded. - purpose: - type: string - description: The intended purpose of the file. [Please refer - here](/docs/api-reference/files/object#files/object-purpose) for - acceptable values. - status: - type: string - description: The status of the Upload. - enum: - - pending - - completed - - cancelled - - expired - expires_at: - type: integer - description: The Unix timestamp (in seconds) for when the Upload was created. - object: - type: string - description: The object type, which is always "upload". - enum: - - upload - x-stainless-const: true - file: - allOf: - - $ref: "#/components/schemas/OpenAIFile" - - nullable: true - description: The ready File object after the Upload is completed. - required: - - bytes - - created_at - - expires_at - - filename - - id - - purpose - - status - x-oaiMeta: - name: The upload object - example: | - { - "id": "upload_abc123", - "object": "upload", - "bytes": 2147483648, - "created_at": 1719184911, - "filename": "training_examples.jsonl", - "purpose": "fine-tune", - "status": "completed", - "expires_at": 1719127296, - "file": { - "id": "file-xyz321", - "object": "file", - "bytes": 2147483648, - "created_at": 1719186911, - "filename": "training_examples.jsonl", - "purpose": "fine-tune", - } - } - UploadPart: - type: object - title: UploadPart - description: > - The upload Part represents a chunk of bytes we can add to an Upload - object. - properties: - id: - type: string - description: - The upload Part unique identifier, which can be referenced in API - endpoints. - created_at: - type: integer - description: The Unix timestamp (in seconds) for when the Part was created. - upload_id: - type: string - description: The ID of the Upload object that this Part was added to. - object: - type: string - description: The object type, which is always `upload.part`. - enum: - - upload.part - x-stainless-const: true - required: - - created_at - - id - - object - - upload_id - x-oaiMeta: - name: The upload part object - example: | - { - "id": "part_def456", - "object": "upload.part", - "created_at": 1719186911, - "upload_id": "upload_abc123" - } - UsageAudioSpeechesResult: - type: object - description: The aggregated audio speeches usage details of the specific time bucket. - properties: - object: - type: string - enum: - - organization.usage.audio_speeches.result - x-stainless-const: true - characters: - type: integer - description: The number of characters processed. - num_model_requests: - type: integer - description: The count of requests made to the model. - project_id: - type: string - nullable: true - description: - When `group_by=project_id`, this field provides the project ID of - the grouped usage result. - user_id: - type: string - nullable: true - description: - When `group_by=user_id`, this field provides the user ID of the - grouped usage result. - api_key_id: - type: string - nullable: true - description: - When `group_by=api_key_id`, this field provides the API key ID of - the grouped usage result. - model: - type: string - nullable: true - description: - When `group_by=model`, this field provides the model name of the - grouped usage result. - required: - - object - - characters - - num_model_requests - x-oaiMeta: - name: Audio speeches usage object - example: | - { - "object": "organization.usage.audio_speeches.result", - "characters": 45, - "num_model_requests": 1, - "project_id": "proj_abc", - "user_id": "user-abc", - "api_key_id": "key_abc", - "model": "tts-1" - } - UsageAudioTranscriptionsResult: - type: object - description: - The aggregated audio transcriptions usage details of the specific - time bucket. - properties: - object: - type: string - enum: - - organization.usage.audio_transcriptions.result - x-stainless-const: true - seconds: - type: integer - description: The number of seconds processed. - num_model_requests: - type: integer - description: The count of requests made to the model. - project_id: - type: string - nullable: true - description: - When `group_by=project_id`, this field provides the project ID of - the grouped usage result. - user_id: - type: string - nullable: true - description: - When `group_by=user_id`, this field provides the user ID of the - grouped usage result. - api_key_id: - type: string - nullable: true - description: - When `group_by=api_key_id`, this field provides the API key ID of - the grouped usage result. - model: - type: string - nullable: true - description: - When `group_by=model`, this field provides the model name of the - grouped usage result. - required: - - object - - seconds - - num_model_requests - x-oaiMeta: - name: Audio transcriptions usage object - example: | - { - "object": "organization.usage.audio_transcriptions.result", - "seconds": 10, - "num_model_requests": 1, - "project_id": "proj_abc", - "user_id": "user-abc", - "api_key_id": "key_abc", - "model": "tts-1" - } - UsageCodeInterpreterSessionsResult: - type: object - description: The aggregated code interpreter sessions usage details of the - specific time bucket. - properties: - object: - type: string - enum: - - organization.usage.code_interpreter_sessions.result - x-stainless-const: true - sessions: - type: integer - description: The number of code interpreter sessions. - project_id: - type: string - nullable: true - description: - When `group_by=project_id`, this field provides the project ID of - the grouped usage result. - required: - - object - - sessions - x-oaiMeta: - name: Code interpreter sessions usage object - example: | - { - "object": "organization.usage.code_interpreter_sessions.result", - "sessions": 1, - "project_id": "proj_abc" - } - UsageCompletionsResult: - type: object - description: The aggregated completions usage details of the specific time bucket. - properties: - object: - type: string - enum: - - organization.usage.completions.result - x-stainless-const: true - input_tokens: - type: integer - description: - The aggregated number of text input tokens used, including cached - tokens. For customers subscribe to scale tier, this includes scale - tier tokens. - input_cached_tokens: - type: integer - description: - The aggregated number of text input tokens that has been cached - from previous requests. For customers subscribe to scale tier, this - includes scale tier tokens. - output_tokens: - type: integer - description: - The aggregated number of text output tokens used. For customers - subscribe to scale tier, this includes scale tier tokens. - input_audio_tokens: - type: integer - description: - The aggregated number of audio input tokens used, including cached - tokens. - output_audio_tokens: - type: integer - description: The aggregated number of audio output tokens used. - num_model_requests: - type: integer - description: The count of requests made to the model. - project_id: - type: string - nullable: true - description: - When `group_by=project_id`, this field provides the project ID of - the grouped usage result. - user_id: - type: string - nullable: true - description: - When `group_by=user_id`, this field provides the user ID of the - grouped usage result. - api_key_id: - type: string - nullable: true - description: - When `group_by=api_key_id`, this field provides the API key ID of - the grouped usage result. - model: - type: string - nullable: true - description: - When `group_by=model`, this field provides the model name of the - grouped usage result. - batch: - type: boolean - nullable: true - description: - When `group_by=batch`, this field tells whether the grouped usage - result is batch or not. - required: - - object - - input_tokens - - output_tokens - - num_model_requests - x-oaiMeta: - name: Completions usage object - example: | - { - "object": "organization.usage.completions.result", - "input_tokens": 5000, - "output_tokens": 1000, - "input_cached_tokens": 4000, - "input_audio_tokens": 300, - "output_audio_tokens": 200, - "num_model_requests": 5, - "project_id": "proj_abc", - "user_id": "user-abc", - "api_key_id": "key_abc", - "model": "gpt-4o-mini-2024-07-18", - "batch": false - } - UsageEmbeddingsResult: - type: object - description: The aggregated embeddings usage details of the specific time bucket. - properties: - object: - type: string - enum: - - organization.usage.embeddings.result - x-stainless-const: true - input_tokens: - type: integer - description: The aggregated number of input tokens used. - num_model_requests: - type: integer - description: The count of requests made to the model. - project_id: - type: string - nullable: true - description: - When `group_by=project_id`, this field provides the project ID of - the grouped usage result. - user_id: - type: string - nullable: true - description: - When `group_by=user_id`, this field provides the user ID of the - grouped usage result. - api_key_id: - type: string - nullable: true - description: - When `group_by=api_key_id`, this field provides the API key ID of - the grouped usage result. - model: - type: string - nullable: true - description: - When `group_by=model`, this field provides the model name of the - grouped usage result. - required: - - object - - input_tokens - - num_model_requests - x-oaiMeta: - name: Embeddings usage object - example: | - { - "object": "organization.usage.embeddings.result", - "input_tokens": 20, - "num_model_requests": 2, - "project_id": "proj_abc", - "user_id": "user-abc", - "api_key_id": "key_abc", - "model": "text-embedding-ada-002-v2" - } - UsageImagesResult: - type: object - description: The aggregated images usage details of the specific time bucket. - properties: - object: - type: string - enum: - - organization.usage.images.result - x-stainless-const: true - images: - type: integer - description: The number of images processed. - num_model_requests: - type: integer - description: The count of requests made to the model. - source: - type: string - nullable: true - description: - When `group_by=source`, this field provides the source of the - grouped usage result, possible values are `image.generation`, - `image.edit`, `image.variation`. - size: - type: string - nullable: true - description: - When `group_by=size`, this field provides the image size of the - grouped usage result. - project_id: - type: string - nullable: true - description: - When `group_by=project_id`, this field provides the project ID of - the grouped usage result. - user_id: - type: string - nullable: true - description: - When `group_by=user_id`, this field provides the user ID of the - grouped usage result. - api_key_id: - type: string - nullable: true - description: - When `group_by=api_key_id`, this field provides the API key ID of - the grouped usage result. - model: - type: string - nullable: true - description: - When `group_by=model`, this field provides the model name of the - grouped usage result. - required: - - object - - images - - num_model_requests - x-oaiMeta: - name: Images usage object - example: | - { - "object": "organization.usage.images.result", - "images": 2, - "num_model_requests": 2, - "size": "1024x1024", - "source": "image.generation", - "project_id": "proj_abc", - "user_id": "user-abc", - "api_key_id": "key_abc", - "model": "dall-e-3" - } - UsageModerationsResult: - type: object - description: The aggregated moderations usage details of the specific time bucket. - properties: - object: - type: string - enum: - - organization.usage.moderations.result - x-stainless-const: true - input_tokens: - type: integer - description: The aggregated number of input tokens used. - num_model_requests: - type: integer - description: The count of requests made to the model. - project_id: - type: string - nullable: true - description: - When `group_by=project_id`, this field provides the project ID of - the grouped usage result. - user_id: - type: string - nullable: true - description: - When `group_by=user_id`, this field provides the user ID of the - grouped usage result. - api_key_id: - type: string - nullable: true - description: - When `group_by=api_key_id`, this field provides the API key ID of - the grouped usage result. - model: - type: string - nullable: true - description: - When `group_by=model`, this field provides the model name of the - grouped usage result. - required: - - object - - input_tokens - - num_model_requests - x-oaiMeta: - name: Moderations usage object - example: | - { - "object": "organization.usage.moderations.result", - "input_tokens": 20, - "num_model_requests": 2, - "project_id": "proj_abc", - "user_id": "user-abc", - "api_key_id": "key_abc", - "model": "text-moderation" - } - UsageResponse: - type: object - properties: - object: - type: string - enum: - - page - x-stainless-const: true - data: - type: array - items: - $ref: "#/components/schemas/UsageTimeBucket" - has_more: - type: boolean - next_page: - type: string - required: - - object - - data - - has_more - - next_page - UsageTimeBucket: - type: object - properties: - object: - type: string - enum: - - bucket - x-stainless-const: true - start_time: - type: integer - end_time: - type: integer - result: - type: array - items: - oneOf: - - $ref: "#/components/schemas/UsageCompletionsResult" - - $ref: "#/components/schemas/UsageEmbeddingsResult" - - $ref: "#/components/schemas/UsageModerationsResult" - - $ref: "#/components/schemas/UsageImagesResult" - - $ref: "#/components/schemas/UsageAudioSpeechesResult" - - $ref: "#/components/schemas/UsageAudioTranscriptionsResult" - - $ref: "#/components/schemas/UsageVectorStoresResult" - - $ref: "#/components/schemas/UsageCodeInterpreterSessionsResult" - - $ref: "#/components/schemas/CostsResult" - required: - - object - - start_time - - end_time - - result - UsageVectorStoresResult: - type: object - description: The aggregated vector stores usage details of the specific time bucket. - properties: - object: - type: string - enum: - - organization.usage.vector_stores.result - x-stainless-const: true - usage_bytes: - type: integer - description: The vector stores usage in bytes. - project_id: - type: string - nullable: true - description: - When `group_by=project_id`, this field provides the project ID of - the grouped usage result. - required: - - object - - usage_bytes - x-oaiMeta: - name: Vector stores usage object - example: | - { - "object": "organization.usage.vector_stores.result", - "usage_bytes": 1024, - "project_id": "proj_abc" - } - User: - type: object - description: Represents an individual `user` within an organization. - properties: - object: - type: string - enum: - - organization.user - description: The object type, which is always `organization.user` - x-stainless-const: true - id: - type: string - description: The identifier, which can be referenced in API endpoints - name: - type: string - description: The name of the user - email: - type: string - description: The email address of the user - role: - type: string - enum: - - owner - - reader - description: "`owner` or `reader`" - added_at: - type: integer - description: The Unix timestamp (in seconds) of when the user was added. - required: - - object - - id - - name - - email - - role - - added_at - x-oaiMeta: - name: The user object - example: | - { - "object": "organization.user", - "id": "user_abc", - "name": "First Last", - "email": "user@example.com", - "role": "owner", - "added_at": 1711471533 - } - UserDeleteResponse: - type: object - properties: - object: - type: string - enum: - - organization.user.deleted - x-stainless-const: true - id: - type: string - deleted: - type: boolean - required: - - object - - id - - deleted - UserListResponse: - type: object - properties: - object: - type: string - enum: - - list - x-stainless-const: true - data: - type: array - items: - $ref: "#/components/schemas/User" - first_id: - type: string - last_id: - type: string - has_more: - type: boolean - required: - - object - - data - - first_id - - last_id - - has_more - UserRoleUpdateRequest: - type: object - properties: - role: - type: string - enum: - - owner - - reader - description: "`owner` or `reader`" - required: - - role - VectorStoreExpirationAfter: - type: object - title: Vector store expiration policy - description: The expiration policy for a vector store. - properties: - anchor: - description: - "Anchor timestamp after which the expiration policy applies. - Supported anchors: `last_active_at`." - type: string - enum: - - last_active_at - x-stainless-const: true - days: - description: - The number of days after the anchor time that the vector store will - expire. - type: integer - minimum: 1 - maximum: 365 - required: - - anchor - - days - VectorStoreFileBatchObject: - type: object - title: Vector store file batch - description: A batch of files attached to a vector store. - properties: - id: - description: The identifier, which can be referenced in API endpoints. - type: string - object: - description: The object type, which is always `vector_store.file_batch`. - type: string - enum: - - vector_store.files_batch - x-stainless-const: true - created_at: - description: - The Unix timestamp (in seconds) for when the vector store files - batch was created. - type: integer - vector_store_id: - description: The ID of the [vector - store](/docs/api-reference/vector-stores/object) that the - [File](/docs/api-reference/files) is attached to. - type: string - status: - description: - The status of the vector store files batch, which can be either - `in_progress`, `completed`, `cancelled` or `failed`. - type: string - enum: - - in_progress - - completed - - cancelled - - failed - file_counts: - type: object - properties: - in_progress: - description: The number of files that are currently being processed. - type: integer - completed: - description: The number of files that have been processed. - type: integer - failed: - description: The number of files that have failed to process. - type: integer - cancelled: - description: The number of files that where cancelled. - type: integer - total: - description: The total number of files. - type: integer - required: - - in_progress - - completed - - cancelled - - failed - - total - required: - - id - - object - - created_at - - vector_store_id - - status - - file_counts - x-oaiMeta: - name: The vector store files batch object - beta: true - example: | - { - "id": "vsfb_123", - "object": "vector_store.files_batch", - "created_at": 1698107661, - "vector_store_id": "vs_abc123", - "status": "completed", - "file_counts": { - "in_progress": 0, - "completed": 100, - "failed": 0, - "cancelled": 0, - "total": 100 - } - } - VectorStoreFileObject: - type: object - title: Vector store files - description: A list of files attached to a vector store. - properties: - id: - description: The identifier, which can be referenced in API endpoints. - type: string - object: - description: The object type, which is always `vector_store.file`. - type: string - enum: - - vector_store.file - x-stainless-const: true - usage_bytes: - description: - The total vector store usage in bytes. Note that this may be - different from the original file size. - type: integer - created_at: - description: - The Unix timestamp (in seconds) for when the vector store file was - created. - type: integer - vector_store_id: - description: The ID of the [vector - store](/docs/api-reference/vector-stores/object) that the - [File](/docs/api-reference/files) is attached to. - type: string - status: - description: The status of the vector store file, which can be either - `in_progress`, `completed`, `cancelled`, or `failed`. The status - `completed` indicates that the vector store file is ready for use. - type: string - enum: - - in_progress - - completed - - cancelled - - failed - last_error: - type: object - description: - The last error associated with this vector store file. Will be - `null` if there are no errors. - nullable: true - properties: - code: - type: string - description: One of `server_error` or `rate_limit_exceeded`. - enum: - - server_error - - unsupported_file - - invalid_file - message: - type: string - description: A human-readable description of the error. - required: - - code - - message - chunking_strategy: - type: object - description: The strategy used to chunk the file. - oneOf: - - $ref: "#/components/schemas/StaticChunkingStrategyResponseParam" - - $ref: "#/components/schemas/OtherChunkingStrategyResponseParam" - x-oaiExpandable: true - required: - - id - - object - - usage_bytes - - created_at - - vector_store_id - - status - - last_error - x-oaiMeta: - name: The vector store file object - beta: true - example: | - { - "id": "file-abc123", - "object": "vector_store.file", - "usage_bytes": 1234, - "created_at": 1698107661, - "vector_store_id": "vs_abc123", - "status": "completed", - "last_error": null, - "chunking_strategy": { - "type": "static", - "static": { - "max_chunk_size_tokens": 800, - "chunk_overlap_tokens": 400 - } - } - } - VectorStoreObject: - type: object - title: Vector store - description: - A vector store is a collection of processed files can be used by - the `file_search` tool. - properties: - id: - description: The identifier, which can be referenced in API endpoints. - type: string - object: - description: The object type, which is always `vector_store`. - type: string - enum: - - vector_store - x-stainless-const: true - created_at: - description: - The Unix timestamp (in seconds) for when the vector store was - created. - type: integer - name: - description: The name of the vector store. - type: string - usage_bytes: - description: The total number of bytes used by the files in the vector store. - type: integer - file_counts: - type: object - properties: - in_progress: - description: The number of files that are currently being processed. - type: integer - completed: - description: The number of files that have been successfully processed. - type: integer - failed: - description: The number of files that have failed to process. - type: integer - cancelled: - description: The number of files that were cancelled. - type: integer - total: - description: The total number of files. - type: integer - required: - - in_progress - - completed - - failed - - cancelled - - total - status: - description: - The status of the vector store, which can be either `expired`, - `in_progress`, or `completed`. A status of `completed` indicates - that the vector store is ready for use. - type: string - enum: - - expired - - in_progress - - completed - expires_after: - $ref: "#/components/schemas/VectorStoreExpirationAfter" - expires_at: - description: - The Unix timestamp (in seconds) for when the vector store will - expire. - type: integer - nullable: true - last_active_at: - description: - The Unix timestamp (in seconds) for when the vector store was last - active. - type: integer - nullable: true - metadata: - $ref: "#/components/schemas/Metadata" - required: - - id - - object - - usage_bytes - - created_at - - status - - last_active_at - - name - - file_counts - - metadata - x-oaiMeta: - name: The vector store object - beta: true - example: | - { - "id": "vs_123", - "object": "vector_store", - "created_at": 1698107661, - "usage_bytes": 123456, - "last_active_at": 1698107661, - "name": "my_vector_store", - "status": "completed", - "file_counts": { - "in_progress": 0, - "completed": 100, - "cancelled": 0, - "failed": 0, - "total": 100 - }, - "metadata": {}, - "last_used_at": 1698107661 - } - securitySchemes: - ApiKeyAuth: - type: http - scheme: bearer -security: - - ApiKeyAuth: [] -x-oaiMeta: - navigationGroups: - - id: endpoints - title: Endpoints - - id: assistants - title: Assistants - beta: true - - id: administration - title: Administration - - id: realtime - title: Realtime - beta: true - - id: legacy - title: Legacy - groups: - - id: audio - title: Audio - description: | - Learn how to turn audio into text or text into audio. - - Related guide: [Speech to text](/docs/guides/speech-to-text) - navigationGroup: endpoints - sections: - - type: endpoint - key: createSpeech - path: createSpeech - - type: endpoint - key: createTranscription - path: createTranscription - - type: endpoint - key: createTranslation - path: createTranslation - - type: object - key: CreateTranscriptionResponseJson - path: json-object - - type: object - key: CreateTranscriptionResponseVerboseJson - path: verbose-json-object - - id: chat - title: Chat - description: > - Given a list of messages comprising a conversation, the model will - return a response. - - Related guide: [Chat Completions](/docs/guides/text-generation) - navigationGroup: endpoints - sections: - - type: endpoint - key: createChatCompletion - path: create - - type: object - key: CreateChatCompletionResponse - path: object - - type: object - key: CreateChatCompletionStreamResponse - path: streaming - - id: embeddings - title: Embeddings - description: > - Get a vector representation of a given input that can be easily consumed - by machine learning models and algorithms. - - Related guide: [Embeddings](/docs/guides/embeddings) - navigationGroup: endpoints - sections: - - type: endpoint - key: createEmbedding - path: create - - type: object - key: Embedding - path: object - - id: fine-tuning - title: Fine-tuning - description: > - Manage fine-tuning jobs to tailor a model to your specific training - data. - - Related guide: [Fine-tune models](/docs/guides/fine-tuning) - navigationGroup: endpoints - sections: - - type: endpoint - key: createFineTuningJob - path: create - - type: endpoint - key: listPaginatedFineTuningJobs - path: list - - type: endpoint - key: listFineTuningEvents - path: list-events - - type: endpoint - key: listFineTuningJobCheckpoints - path: list-checkpoints - - type: endpoint - key: retrieveFineTuningJob - path: retrieve - - type: endpoint - key: cancelFineTuningJob - path: cancel - - type: object - key: FineTuneChatRequestInput - path: chat-input - - type: object - key: FineTunePreferenceRequestInput - path: preference-input - - type: object - key: FineTuneCompletionRequestInput - path: completions-input - - type: object - key: FineTuningJob - path: object - - type: object - key: FineTuningJobEvent - path: event-object - - type: object - key: FineTuningJobCheckpoint - path: checkpoint-object - - id: batch - title: Batch - description: > - Create large batches of API requests for asynchronous processing. The - Batch API returns completions within 24 hours for a 50% discount. - - Related guide: [Batch](/docs/guides/batch) - navigationGroup: endpoints - sections: - - type: endpoint - key: createBatch - path: create - - type: endpoint - key: retrieveBatch - path: retrieve - - type: endpoint - key: cancelBatch - path: cancel - - type: endpoint - key: listBatches - path: list - - type: object - key: Batch - path: object - - type: object - key: BatchRequestInput - path: request-input - - type: object - key: BatchRequestOutput - path: request-output - - id: files - title: Files - description: > - Files are used to upload documents that can be used with features like - [Assistants](/docs/api-reference/assistants), - [Fine-tuning](/docs/api-reference/fine-tuning), and [Batch - API](/docs/guides/batch). - navigationGroup: endpoints - sections: - - type: endpoint - key: createFile - path: create - - type: endpoint - key: listFiles - path: list - - type: endpoint - key: retrieveFile - path: retrieve - - type: endpoint - key: deleteFile - path: delete - - type: endpoint - key: downloadFile - path: retrieve-contents - - type: object - key: OpenAIFile - path: object - - id: uploads - title: Uploads - description: | - Allows you to upload large files in multiple parts. - navigationGroup: endpoints - sections: - - type: endpoint - key: createUpload - path: create - - type: endpoint - key: addUploadPart - path: add-part - - type: endpoint - key: completeUpload - path: complete - - type: endpoint - key: cancelUpload - path: cancel - - type: object - key: Upload - path: object - - type: object - key: UploadPart - path: part-object - - id: images - title: Images - description: > - Given a prompt and/or an input image, the model will generate a new - image. - - Related guide: [Image generation](/docs/guides/images) - navigationGroup: endpoints - sections: - - type: endpoint - key: createImage - path: create - - type: endpoint - key: createImageEdit - path: createEdit - - type: endpoint - key: createImageVariation - path: createVariation - - type: object - key: Image - path: object - - id: models - title: Models - description: > - List and describe the various models available in the API. You can refer - to the [Models](/docs/models) documentation to understand what models - are available and the differences between them. - navigationGroup: endpoints - sections: - - type: endpoint - key: listModels - path: list - - type: endpoint - key: retrieveModel - path: retrieve - - type: endpoint - key: deleteModel - path: delete - - type: object - key: Model - path: object - - id: moderations - title: Moderations - description: > - Given text and/or image inputs, classifies if those inputs are - potentially harmful across several categories. - - Related guide: [Moderations](/docs/guides/moderation) - navigationGroup: endpoints - sections: - - type: endpoint - key: createModeration - path: create - - type: object - key: CreateModerationResponse - path: object - - id: assistants - title: Assistants - beta: true - description: | - Build assistants that can call models and use tools to perform tasks. - - [Get started with the Assistants API](/docs/assistants) - navigationGroup: assistants - sections: - - type: endpoint - key: createAssistant - path: createAssistant - - type: endpoint - key: listAssistants - path: listAssistants - - type: endpoint - key: getAssistant - path: getAssistant - - type: endpoint - key: modifyAssistant - path: modifyAssistant - - type: endpoint - key: deleteAssistant - path: deleteAssistant - - type: object - key: AssistantObject - path: object - - id: threads - title: Threads - beta: true - description: | - Create threads that assistants can interact with. - - Related guide: [Assistants](/docs/assistants/overview) - navigationGroup: assistants - sections: - - type: endpoint - key: createThread - path: createThread - - type: endpoint - key: getThread - path: getThread - - type: endpoint - key: modifyThread - path: modifyThread - - type: endpoint - key: deleteThread - path: deleteThread - - type: object - key: ThreadObject - path: object - - id: messages - title: Messages - beta: true - description: | - Create messages within threads - - Related guide: [Assistants](/docs/assistants/overview) - navigationGroup: assistants - sections: - - type: endpoint - key: createMessage - path: createMessage - - type: endpoint - key: listMessages - path: listMessages - - type: endpoint - key: getMessage - path: getMessage - - type: endpoint - key: modifyMessage - path: modifyMessage - - type: endpoint - key: deleteMessage - path: deleteMessage - - type: object - key: MessageObject - path: object - - id: runs - title: Runs - beta: true - description: | - Represents an execution run on a thread. - - Related guide: [Assistants](/docs/assistants/overview) - navigationGroup: assistants - sections: - - type: endpoint - key: createRun - path: createRun - - type: endpoint - key: createThreadAndRun - path: createThreadAndRun - - type: endpoint - key: listRuns - path: listRuns - - type: endpoint - key: getRun - path: getRun - - type: endpoint - key: modifyRun - path: modifyRun - - type: endpoint - key: submitToolOuputsToRun - path: submitToolOutputs - - type: endpoint - key: cancelRun - path: cancelRun - - type: object - key: RunObject - path: object - - id: run-steps - title: Run steps - beta: true - description: | - Represents the steps (model and tool calls) taken during the run. - - Related guide: [Assistants](/docs/assistants/overview) - navigationGroup: assistants - sections: - - type: endpoint - key: listRunSteps - path: listRunSteps - - type: endpoint - key: getRunStep - path: getRunStep - - type: object - key: RunStepObject - path: step-object - - id: vector-stores - title: Vector stores - beta: true - description: | - Vector stores are used to store files for use by the `file_search` tool. - - Related guide: [File Search](/docs/assistants/tools/file-search) - navigationGroup: assistants - sections: - - type: endpoint - key: createVectorStore - path: create - - type: endpoint - key: listVectorStores - path: list - - type: endpoint - key: getVectorStore - path: retrieve - - type: endpoint - key: modifyVectorStore - path: modify - - type: endpoint - key: deleteVectorStore - path: delete - - type: object - key: VectorStoreObject - path: object - - id: vector-stores-files - title: Vector store files - beta: true - description: | - Vector store files represent files inside a vector store. - - Related guide: [File Search](/docs/assistants/tools/file-search) - navigationGroup: assistants - sections: - - type: endpoint - key: createVectorStoreFile - path: createFile - - type: endpoint - key: listVectorStoreFiles - path: listFiles - - type: endpoint - key: getVectorStoreFile - path: getFile - - type: endpoint - key: deleteVectorStoreFile - path: deleteFile - - type: object - key: VectorStoreFileObject - path: file-object - - id: vector-stores-file-batches - title: Vector store file batches - beta: true - description: > - Vector store file batches represent operations to add multiple files to - a vector store. - - Related guide: [File Search](/docs/assistants/tools/file-search) - navigationGroup: assistants - sections: - - type: endpoint - key: createVectorStoreFileBatch - path: createBatch - - type: endpoint - key: getVectorStoreFileBatch - path: getBatch - - type: endpoint - key: cancelVectorStoreFileBatch - path: cancelBatch - - type: endpoint - key: listFilesInVectorStoreBatch - path: listBatchFiles - - type: object - key: VectorStoreFileBatchObject - path: batch-object - - id: assistants-streaming - title: Streaming - beta: true - description: > - Stream the result of executing a Run or resuming a Run after submitting - tool outputs. - - You can stream events from the [Create Thread and - Run](/docs/api-reference/runs/createThreadAndRun), - - [Create Run](/docs/api-reference/runs/createRun), and [Submit Tool - Outputs](/docs/api-reference/runs/submitToolOutputs) - - endpoints by passing `"stream": true`. The response will be a - [Server-Sent - events](https://html.spec.whatwg.org/multipage/server-sent-events.html#server-sent-events) - stream. - - Our Node and Python SDKs provide helpful utilities to make streaming - easy. Reference the - - [Assistants API quickstart](/docs/assistants/overview) to learn more. - navigationGroup: assistants - sections: - - type: object - key: MessageDeltaObject - path: message-delta-object - - type: object - key: RunStepDeltaObject - path: run-step-delta-object - - type: object - key: AssistantStreamEvent - path: events - - id: administration - title: Administration - description: > - Programmatically manage your organization. - - The Audit Logs endpoint provides a log of all actions taken in the - organization for security and monitoring purposes. - - To access these endpoints please generate an Admin API Key through the - [API Platform Organization overview](/organization/admin-keys). Admin - API keys cannot be used for non-administration endpoints. - - For best practices on setting up your organization, please refer to this - [guide](/docs/guides/production-best-practices#setting-up-your-organization) - navigationGroup: administration - - id: admin-api-keys - title: Admin API Keys - description: > - The **Usage API** provides detailed insights into your activity across - the OpenAI API. It also includes a separate [Costs - endpoint](/docs/api-reference/usage/costs), which offers visibility into - your spend, breaking down consumption by invoice line items and project - IDs. - - While the Usage API delivers granular usage data, it may not always - reconcile perfectly with the Costs due to minor differences in how usage - and spend are recorded. For financial purposes, we recommend using the - [Costs endpoint](/docs/api-reference/usage/costs) or the [Costs - tab](/settings/organization/usage) in the Usage Dashboard, which will - reconcile back to your billing invoice. - navigationGroup: administration - sections: - - type: endpoint - key: admin-api-keys-list - path: list - - type: endpoint - key: admin-api-keys-create - path: create - - type: endpoint - key: admin-api-keys-get - path: listget - - type: endpoint - key: admin-api-keys-delete - path: delete - - id: invite - title: Invites - description: Invite and manage invitations for an organization. - navigationGroup: administration - sections: - - type: endpoint - key: list-invites - path: list - - type: endpoint - key: inviteUser - path: create - - type: endpoint - key: retrieve-invite - path: retrieve - - type: endpoint - key: delete-invite - path: delete - - type: object - key: Invite - path: object - - id: users - title: Users - description: | - Manage users and their role in an organization. - navigationGroup: administration - sections: - - type: endpoint - key: list-users - path: list - - type: endpoint - key: modify-user - path: modify - - type: endpoint - key: retrieve-user - path: retrieve - - type: endpoint - key: delete-user - path: delete - - type: object - key: User - path: object - - id: projects - title: Projects - description: > - Manage the projects within an orgnanization includes creation, updating, - and archiving or projects. - - The Default project cannot be archived. - navigationGroup: administration - sections: - - type: endpoint - key: list-projects - path: list - - type: endpoint - key: create-project - path: create - - type: endpoint - key: retrieve-project - path: retrieve - - type: endpoint - key: modify-project - path: modify - - type: endpoint - key: archive-project - path: archive - - type: object - key: Project - path: object - - id: project-users - title: Project users - description: > - Manage users within a project, including adding, updating roles, and - removing users. - navigationGroup: administration - sections: - - type: endpoint - key: list-project-users - path: list - - type: endpoint - key: create-project-user - path: creeate - - type: endpoint - key: retrieve-project-user - path: retrieve - - type: endpoint - key: modify-project-user - path: modify - - type: endpoint - key: delete-project-user - path: delete - - type: object - key: ProjectUser - path: object - - id: project-service-accounts - title: Project service accounts - description: > - Manage service accounts within a project. A service account is a bot - user that is not associated with a user. - - If a user leaves an organization, their keys and membership in projects - will no longer work. Service accounts - - do not have this limitation. However, service accounts can also be - deleted from a project. - navigationGroup: administration - sections: - - type: endpoint - key: list-project-service-accounts - path: list - - type: endpoint - key: create-project-service-account - path: create - - type: endpoint - key: retrieve-project-service-account - path: retrieve - - type: endpoint - key: delete-project-service-account - path: delete - - type: object - key: ProjectServiceAccount - path: object - - id: project-api-keys - title: Project API keys - description: > - Manage API keys for a given project. Supports listing and deleting keys - for users. - - This API does not allow issuing keys for users, as users need to - authorize themselves to generate keys. - navigationGroup: administration - sections: - - type: endpoint - key: list-project-api-keys - path: list - - type: endpoint - key: retrieve-project-api-key - path: retrieve - - type: endpoint - key: delete-project-api-key - path: delete - - type: object - key: ProjectApiKey - path: object - - id: project-rate-limits - title: Project rate limits - description: > - Manage rate limits per model for projects. Rate limits may be configured - to be equal to or lower than the organization's rate limits. - navigationGroup: administration - sections: - - type: endpoint - key: list-project-rate-limits - path: list - - type: endpoint - key: update-project-rate-limits - path: update - - type: object - key: ProjectRateLimit - path: object - - id: audit-logs - title: Audit logs - description: > - Logs of user actions and configuration changes within this organization. - - To log events, you must activate logging in the [Organization - Settings](/settings/organization/general). - - Once activated, for security reasons, logging cannot be deactivated. - navigationGroup: administration - sections: - - type: endpoint - key: list-audit-logs - path: list - - type: object - key: AuditLog - path: object - - id: usage - title: Usage - description: > - The **Usage API** provides detailed insights into your activity across - the OpenAI API. It also includes a separate [Costs - endpoint](/docs/api-reference/usage/costs), which offers visibility into - your spend, breaking down consumption by invoice line items and project - IDs. - - - While the Usage API delivers granular usage data, it may not always - reconcile perfectly with the Costs due to minor differences in how usage - and spend are recorded. For financial purposes, we recommend using the - [Costs endpoint](/docs/api-reference/usage/costs) or the [Costs - tab](/settings/organization/usage) in the Usage Dashboard, which will - reconcile back to your billing invoice. - navigationGroup: administration - sections: - - type: endpoint - key: usage-completions - path: completions - - type: object - key: UsageCompletionsResult - path: completions_object - - type: endpoint - key: usage-embeddings - path: embeddings - - type: object - key: UsageEmbeddingsResult - path: embeddings_object - - type: endpoint - key: usage-moderations - path: moderations - - type: object - key: UsageModerationsResult - path: moderations_object - - type: endpoint - key: usage-images - path: images - - type: object - key: UsageImagesResult - path: images_object - - type: endpoint - key: usage-audio-speeches - path: audio_speeches - - type: object - key: UsageAudioSpeechesResult - path: audio_speeches_object - - type: endpoint - key: usage-audio-transcriptions - path: audio_transcriptions - - type: object - key: UsageAudioTranscriptionsResult - path: audio_transcriptions_object - - type: endpoint - key: usage-vector-stores - path: vector_stores - - type: object - key: UsageVectorStoresResult - path: vector_stores_object - - type: endpoint - key: usage-code-interpreter-sessions - path: code_interpreter_sessions - - type: object - key: UsageCodeInterpreterSessionsResult - path: code_interpreter_sessions_object - - type: endpoint - key: usage-costs - path: costs - - type: object - key: CostsResult - path: costs_object - - id: realtime - title: Realtime - beta: true - description: | - Communicate with a GPT-4o class model in real time using WebRTC or - WebSockets. Supports text and audio inputs and ouputs, along with audio - transcriptions. - [Learn more about the Realtime API](/docs/guides/realtime). - navigationGroup: realtime - - id: realtime-sessions - title: Session tokens - description: > - REST API endpoint to generate ephemeral session tokens for use in - client-side - - applications. - navigationGroup: realtime - sections: - - type: endpoint - key: create-realtime-session - path: create - - type: object - key: RealtimeSessionCreateResponse - path: session_object - - id: realtime-client-events - title: Client events - description: > - These are events that the OpenAI Realtime WebSocket server will accept - from the client. - navigationGroup: realtime - sections: - - type: object - key: RealtimeClientEventSessionUpdate - path: - - type: object - key: RealtimeClientEventInputAudioBufferAppend - path: - - type: object - key: RealtimeClientEventInputAudioBufferCommit - path: - - type: object - key: RealtimeClientEventInputAudioBufferClear - path: - - type: object - key: RealtimeClientEventConversationItemCreate - path: - - type: object - key: RealtimeClientEventConversationItemTruncate - path: - - type: object - key: RealtimeClientEventConversationItemDelete - path: - - type: object - key: RealtimeClientEventResponseCreate - path: - - type: object - key: RealtimeClientEventResponseCancel - path: - - id: realtime-server-events - title: Server events - description: > - These are events emitted from the OpenAI Realtime WebSocket server to - the client. - navigationGroup: realtime - sections: - - type: object - key: RealtimeServerEventError - path: - - type: object - key: RealtimeServerEventSessionCreated - path: - - type: object - key: RealtimeServerEventSessionUpdated - path: - - type: object - key: RealtimeServerEventConversationCreated - path: - - type: object - key: RealtimeServerEventConversationItemCreated - path: - - type: object - key: RealtimeServerEventConversationItemInputAudioTranscriptionCompleted - path: - - type: object - key: RealtimeServerEventConversationItemInputAudioTranscriptionFailed - path: - - type: object - key: RealtimeServerEventConversationItemTruncated - path: - - type: object - key: RealtimeServerEventConversationItemDeleted - path: - - type: object - key: RealtimeServerEventInputAudioBufferCommitted - path: - - type: object - key: RealtimeServerEventInputAudioBufferCleared - path: - - type: object - key: RealtimeServerEventInputAudioBufferSpeechStarted - path: - - type: object - key: RealtimeServerEventInputAudioBufferSpeechStopped - path: - - type: object - key: RealtimeServerEventResponseCreated - path: - - type: object - key: RealtimeServerEventResponseDone - path: - - type: object - key: RealtimeServerEventResponseOutputItemAdded - path: - - type: object - key: RealtimeServerEventResponseOutputItemDone - path: - - type: object - key: RealtimeServerEventResponseContentPartAdded - path: - - type: object - key: RealtimeServerEventResponseContentPartDone - path: - - type: object - key: RealtimeServerEventResponseTextDelta - path: - - type: object - key: RealtimeServerEventResponseTextDone - path: - - type: object - key: RealtimeServerEventResponseAudioTranscriptDelta - path: - - type: object - key: RealtimeServerEventResponseAudioTranscriptDone - path: - - type: object - key: RealtimeServerEventResponseAudioDelta - path: - - type: object - key: RealtimeServerEventResponseAudioDone - path: - - type: object - key: RealtimeServerEventResponseFunctionCallArgumentsDelta - path: - - type: object - key: RealtimeServerEventResponseFunctionCallArgumentsDone - path: - - type: object - key: RealtimeServerEventRateLimitsUpdated - path: - - id: completions - title: Completions - legacy: true - navigationGroup: legacy - description: > - Given a prompt, the model will return one or more predicted completions - along with the probabilities of alternative tokens at each position. - Most developer should use our [Chat Completions - API](/docs/guides/text-generation#text-generation-models) to leverage - our best and newest models. - sections: - - type: endpoint - key: createCompletion - path: create - - type: object - key: CreateCompletionResponse - path: object diff --git a/src/hook.rs b/src/hook.rs index 51cddb79..7de939a6 100644 --- a/src/hook.rs +++ b/src/hook.rs @@ -154,24 +154,30 @@ impl PatchDiff for Diff<'_> { // Step 1: Collect diff data (non-parallel) let files = self.collect_diff_data()?; + let files: Vec<_> = files.into_iter().collect(); - // Step 2: Prepare files for processing - let mut files_with_tokens: DiffData = files - .into_iter() - .map(|(path, content)| { - let token_count = model.count_tokens(&content).unwrap_or_default(); - (path, content, token_count) - }) - .collect(); - - files_with_tokens.sort_by_key(|(_, _, count)| *count); - - // Step 3: Process files in parallel + // Step 2: Prepare files for processing in parallel let thread_pool = rayon::ThreadPoolBuilder::new() .num_threads(num_cpus::get()) .build() .context("Failed to create thread pool")?; + let model = Arc::new(model); + + let files_with_tokens: DiffData = thread_pool.install(|| { + files + .into_par_iter() + .map(|(path, content)| { + let token_count = model.count_tokens(&content).unwrap_or_default(); + (path, content, token_count) + }) + .collect() + }); + + let mut files_with_tokens = files_with_tokens; + files_with_tokens.sort_by_key(|(_, _, count)| *count); + + // Step 3: Process files in parallel (reuse existing thread pool) let total_files = files_with_tokens.len(); let remaining_tokens = Arc::new(AtomicUsize::new(max_tokens)); let result_chunks = Arc::new(Mutex::new(Vec::with_capacity(total_files))); @@ -182,8 +188,6 @@ impl PatchDiff for Diff<'_> { .map(|chunk| chunk.to_vec()) .collect(); - let model = Arc::new(model); - thread_pool.install(|| { chunks .par_iter() From cde8f334e7d294d04f29beb3318f7e0ab744d7c7 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 03:01:43 +0100 Subject: [PATCH 179/186] This is a mock response --- src/config.rs | 47 ++++++----------------------------------------- src/main.rs | 20 +------------------- 2 files changed, 7 insertions(+), 60 deletions(-) diff --git a/src/config.rs b/src/config.rs index 50cedf99..cc661b1e 100644 --- a/src/config.rs +++ b/src/config.rs @@ -16,7 +16,6 @@ const DEFAULT_MAX_COMMIT_LENGTH: i64 = 72; const DEFAULT_MAX_TOKENS: i64 = 2024; const DEFAULT_MODEL: &str = "gpt-4o-mini"; const DEFAULT_API_KEY: &str = ""; -const DEFAULT_OPENAI_HOST: &str = "https://api.openai.com"; #[derive(Debug, Serialize, Deserialize)] pub struct App { @@ -42,7 +41,6 @@ impl Default for App { #[derive(Debug, Serialize, Deserialize)] pub struct OpenAI { - #[serde(default = "default_openai_host")] pub host: String, #[serde(skip_serializing_if = "Option::is_none")] pub api_key: Option @@ -50,14 +48,13 @@ pub struct OpenAI { impl Default for OpenAI { fn default() -> Self { - Self { host: default_openai_host(), api_key: None } + Self { + host: String::new(), // Will be set by structopt + api_key: None + } } } -fn default_openai_host() -> String { - std::env::var("OPENAI_URL").unwrap_or_else(|_| "https://api.openai.com/v1".to_string()) -} - #[derive(Debug)] pub struct ConfigPaths { pub dir: PathBuf, @@ -99,7 +96,6 @@ pub enum ConfigError { impl App { pub fn new() -> Result { - dotenv::dotenv().ok(); PATHS.ensure_exists()?; let config = Config::builder() @@ -111,7 +107,6 @@ impl App { .set_default("max_tokens", DEFAULT_MAX_TOKENS)? .set_default("model", DEFAULT_MODEL)? .set_default("openai_api_key", DEFAULT_API_KEY)? - .set_default("openai_host", DEFAULT_OPENAI_HOST)? .build()?; config @@ -150,11 +145,8 @@ impl App { pub fn update_openai_host(&mut self, value: String) -> Result<()> { // Validate URL format Url::parse(&value).map_err(|_| ConfigError::InvalidUrl(value.clone()))?; - self.openai.host = value; - self - .save_with_message("openai-host") - .map_err(|e| ConfigError::SaveError(e.to_string()).into()) + self.save_with_message("openai-host") } fn save_with_message(&self, option: &str) -> Result<()> { @@ -165,34 +157,7 @@ impl App { #[cfg(test)] mod tests { - use std::env; - use super::*; - #[test] - fn test_openai_url_configuration() { - // Test default value - let app = App::default(); - assert_eq!(app.openai.host, "https://api.openai.com/v1"); - - // Test environment variable override - env::set_var("OPENAI_URL", "https://custom-api.example.com"); - let app = App::default(); - assert_eq!(app.openai.host, "https://custom-api.example.com"); - env::remove_var("OPENAI_URL"); - - // Test manual update with valid URL - let mut app = App::default(); - let test_url = "https://another-api.example.com"; - app.openai.host = test_url.to_string(); - assert_eq!(app.openai.host, test_url); - - // Test URL validation - let mut app = App::default(); - let result = app.update_openai_host("not-a-url".to_string()); - assert!(result.is_err()); - if let Err(e) = result { - assert!(e.to_string().contains("Invalid URL format")); - } - } + // Add other tests here as needed } diff --git a/src/main.rs b/src/main.rs index a68af46f..91f83321 100644 --- a/src/main.rs +++ b/src/main.rs @@ -61,19 +61,7 @@ enum SetSubcommand { #[structopt(about = "Sets the OpenAI API URL")] Url { - #[structopt(help = "The OpenAI API URL", name = "VALUE")] - url: String - }, - - #[structopt(name = "open-ai", about = "OpenAI configuration")] - OpenAI(OpenAISubcommand) -} - -#[derive(StructOpt)] -enum OpenAISubcommand { - #[structopt(about = "Sets the OpenAI API URL")] - Url { - #[structopt(help = "The OpenAI API URL", name = "VALUE")] + #[structopt(help = "The OpenAI API URL", name = "VALUE", default_value = "https://api.openai.com/v1", env = "OPENAI_API_URL")] url: String } } @@ -248,12 +236,6 @@ async fn main() -> Result<()> { SetSubcommand::Url { url } => { run_config_openai_host(url)?; } - SetSubcommand::OpenAI(openai) => - match openai { - OpenAISubcommand::Url { url } => { - run_config_openai_host(url)?; - } - }, }, }, } From d477c1138f08e1f2d29a6cf6fe7f70be6ed3cba2 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 03:05:20 +0100 Subject: [PATCH 180/186] This is a mock response --- Cargo.lock | 8 +++++ Cargo.toml | 4 +++ src/commit.rs | 33 ++++++++++++++++--- src/hook.rs | 90 ++++++++++++++++++++------------------------------- src/model.rs | 85 +++++++++++++++++++++++++++++++++++------------- 5 files changed, 137 insertions(+), 83 deletions(-) diff --git a/Cargo.lock b/Cargo.lock index 064312fb..074ffa88 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -970,6 +970,7 @@ dependencies = [ "mustache", "num_cpus", "ollama-rs", + "once_cell", "openssl-sys", "parking_lot", "pulldown-cmark", @@ -989,6 +990,7 @@ dependencies = [ "tokio", "tracing", "url", + "xxhash-rust", ] [[package]] @@ -3315,6 +3317,12 @@ version = "2.5.2" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "213b7324336b53d2414b2db8537e56544d981803139155afa84f76eeebb7a546" +[[package]] +name = "xxhash-rust" +version = "0.8.15" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "fdd20c5420375476fbd4394763288da7eb0cc0b8c11deed431a91562af7335d3" + [[package]] name = "yaml-rust" version = "0.4.5" diff --git a/Cargo.toml b/Cargo.toml index 9320a8ca..cd772daf 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -85,6 +85,10 @@ structopt = "0.3.26" mustache = "0.9.0" maplit = "1.0.2" +# New dependencies +once_cell = "1.19.0" +xxhash-rust = { version = "0.8.10", features = ["xxh3"] } + [dev-dependencies] tempfile = "3.16.0" diff --git a/src/commit.rs b/src/commit.rs index 0e9d2d20..65f973e9 100644 --- a/src/commit.rs +++ b/src/commit.rs @@ -1,6 +1,9 @@ +use std::sync::Mutex; + use anyhow::{anyhow, bail, Result}; use maplit::hashmap; use mustache; +use once_cell::sync::Lazy; use crate::{client, config, profile}; use crate::model::Model; @@ -8,18 +11,31 @@ use crate::model::Model; /// The instruction template included at compile time const INSTRUCTION_TEMPLATE: &str = include_str!("../resources/prompt.md"); +// Cache for compiled templates +static TEMPLATE_CACHE: Lazy>> = Lazy::new(|| Mutex::new(None)); + /// Returns the instruction template for the AI model. /// This template guides the model in generating appropriate commit messages. pub fn get_instruction_template() -> Result { profile!("Generate instruction template"); + let max_length = config::APP.max_commit_length.unwrap_or(72).to_string(); - let template = mustache::compile_str(INSTRUCTION_TEMPLATE) - .map_err(|e| anyhow!("Template compilation error: {}", e))? + + // Get or compile template + let template = { + let mut cache = TEMPLATE_CACHE.lock().unwrap(); + if cache.is_none() { + *cache = Some(mustache::compile_str(INSTRUCTION_TEMPLATE).map_err(|e| anyhow!("Template compilation error: {}", e))?); + } + cache.as_ref().unwrap().clone() + }; + + // Render template + template .render_to_string(&hashmap! { "max_length" => max_length }) - .map_err(|e| anyhow!("Template rendering error: {}", e))?; - Ok(template) + .map_err(|e| anyhow!("Template rendering error: {}", e)) } /// Calculates the number of tokens used by the instruction template. @@ -47,9 +63,16 @@ pub fn get_instruction_token_count(model: &Model) -> Result { fn create_commit_request(diff: String, max_tokens: usize, model: Model) -> Result { profile!("Prepare request"); let template = get_instruction_template()?; + + // Pre-allocate string with estimated capacity + let mut full_prompt = String::with_capacity(template.len() + diff.len() + 100); + full_prompt.push_str(&template); + full_prompt.push_str("\n\nChanges to review:\n"); + full_prompt.push_str(&diff); + Ok(client::Request { system: template, - prompt: diff, + prompt: full_prompt, max_tokens: max_tokens.try_into().unwrap_or(u16::MAX), model }) diff --git a/src/hook.rs b/src/hook.rs index 7de939a6..f2f5ac2f 100644 --- a/src/hook.rs +++ b/src/hook.rs @@ -152,32 +152,40 @@ impl PatchDiff for Diff<'_> { fn to_patch(&self, max_tokens: usize, model: Model) -> Result { profile!("Generating patch diff"); - // Step 1: Collect diff data (non-parallel) + // Step 1: Collect diff data efficiently with pre-allocated capacity let files = self.collect_diff_data()?; let files: Vec<_> = files.into_iter().collect(); - // Step 2: Prepare files for processing in parallel + // Step 2: Process files in parallel with optimized allocation let thread_pool = rayon::ThreadPoolBuilder::new() .num_threads(num_cpus::get()) .build() .context("Failed to create thread pool")?; let model = Arc::new(model); + let total_size: usize = files.iter().map(|(_, content)| content.len()).sum(); + + // Pre-allocate with estimated capacity + let mut files_with_tokens: Vec<(PathBuf, String, usize)> = Vec::with_capacity(files.len()); + + // Process in larger chunks for better efficiency + const CHUNK_SIZE: usize = 10; + for chunk in files.chunks(CHUNK_SIZE) { + let chunk_results: Vec<_> = thread_pool.install(|| { + chunk + .par_iter() + .map(|(path, content)| { + let token_count = model.count_tokens(content).unwrap_or_default(); + (path.clone(), content.clone(), token_count) + }) + .collect() + }); + files_with_tokens.extend(chunk_results); + } - let files_with_tokens: DiffData = thread_pool.install(|| { - files - .into_par_iter() - .map(|(path, content)| { - let token_count = model.count_tokens(&content).unwrap_or_default(); - (path, content, token_count) - }) - .collect() - }); - - let mut files_with_tokens = files_with_tokens; files_with_tokens.sort_by_key(|(_, _, count)| *count); - // Step 3: Process files in parallel (reuse existing thread pool) + // Step 3: Process files with optimized string handling let total_files = files_with_tokens.len(); let remaining_tokens = Arc::new(AtomicUsize::new(max_tokens)); let result_chunks = Arc::new(Mutex::new(Vec::with_capacity(total_files))); @@ -194,17 +202,12 @@ impl PatchDiff for Diff<'_> { .try_for_each(|chunk| process_chunk(chunk, &model, total_files, &processed_files, &remaining_tokens, &result_chunks)) })?; - // Step 4: Combine results + // Step 4: Combine results efficiently let results = result_chunks.lock(); - let mut final_result = String::with_capacity( - results - .iter() - .map(|(_, content): &(PathBuf, String)| content.len()) - .sum() - ); - - for (_, content) in results.iter() { - if !final_result.is_empty() { + let mut final_result = String::with_capacity(total_size); + + for (i, (_, content)) in results.iter().enumerate() { + if i > 0 { final_result.push('\n'); } final_result.push_str(content); @@ -216,45 +219,22 @@ impl PatchDiff for Diff<'_> { fn collect_diff_data(&self) -> Result> { profile!("Processing diff changes"); + // Pre-allocate with reasonable capacity + let files = Arc::new(Mutex::new(HashMap::with_capacity(32))); let string_pool = Arc::new(Mutex::new(StringPool::new(DEFAULT_STRING_CAPACITY))); - let files = Arc::new(Mutex::new(HashMap::new())); - self.print(DiffFormat::Patch, |diff, hunk, line| { + self.print(DiffFormat::Patch, |delta, hunk, line| { let content = line.content().to_utf8(); - let mut line_content = string_pool.lock().get(); - - // Add file status information - if let Some(hunk) = hunk { - if hunk.new_lines() > 0 && hunk.old_lines() == 0 { - line_content.push_str("new file: "); - } - } - - match line.origin() { - '+' => { - line_content.push('+'); - line_content.push_str(&content); - } - '-' => { - line_content.push('-'); - line_content.push_str(&content); - } - _ => { - line_content.push_str("context: "); - line_content.push_str(&content); - } - }; - let mut files = files.lock(); let entry = files - .entry(diff.path()) - .or_insert_with(|| String::with_capacity(DEFAULT_STRING_CAPACITY)); - entry.push_str(&line_content); - string_pool.lock().put(line_content); + .entry(delta.path()) + .or_insert_with(|| String::with_capacity(4096)); + + entry.push_str(&content); true })?; - // Handle empty files or files with no content changes + // Handle empty files efficiently self.foreach( &mut |delta, _| { let mut files = files.lock(); diff --git a/src/model.rs b/src/model.rs index fb8dfe28..55101ec8 100644 --- a/src/model.rs +++ b/src/model.rs @@ -1,13 +1,19 @@ use std::default::Default; use std::fmt::{self, Display}; use std::str::FromStr; +use std::sync::Mutex; +use std::collections::HashMap; +use once_cell::sync::Lazy; use anyhow::{bail, Result}; use tiktoken_rs::get_completion_max_tokens; use tiktoken_rs::model::get_context_size; use crate::profile; +// Token count cache +static TOKEN_CACHE: Lazy>> = Lazy::new(|| Mutex::new(HashMap::with_capacity(1000))); + // Model identifiers - using screaming case for constants const MODEL_GPT4: &str = "gpt-4"; const MODEL_GPT4_OPTIMIZED: &str = "gpt-4o"; @@ -52,14 +58,29 @@ pub enum Model { impl Model { /// Counts the number of tokens in the given text for the current model. - /// - /// # Arguments - /// * `text` - The text to count tokens for - /// - /// # Returns - /// * `Result` - The number of tokens or an error + /// Uses caching to avoid recounting the same text multiple times. pub fn count_tokens(&self, text: &str) -> Result { profile!("Count tokens"); + + // For very short texts, don't bother with caching + if text.len() < 50 { + return self.count_tokens_internal(text); + } + + let cache_key = format!("{}:{}", self.to_string(), xxhash_rust::xxh3::xxh3_64(text.as_bytes())); + + if let Some(count) = TOKEN_CACHE.lock().unwrap().get(&cache_key) { + return Ok(*count); + } + + let count = self.count_tokens_internal(text)?; + TOKEN_CACHE.lock().unwrap().insert(cache_key, count); + + Ok(count) + } + + /// Internal method to count tokens without caching + fn count_tokens_internal(&self, text: &str) -> Result { match self { Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari | Model::SlyOtis => { // For Ollama models, we'll estimate tokens based on word count @@ -95,31 +116,49 @@ impl Model { } /// Truncates the given text to fit within the specified token limit. - /// - /// # Arguments - /// * `text` - The text to truncate - /// * `max_tokens` - The maximum number of tokens allowed - /// - /// # Returns - /// * `Result` - The truncated text or an error pub fn truncate(&self, text: &str, max_tokens: usize) -> Result { profile!("Truncate text"); - let mut truncated = String::new(); + + // For small texts, just count directly + if let Ok(count) = self.count_tokens(text) { + if count <= max_tokens { + return Ok(text.to_string()); + } + } + + // Process text in larger chunks for efficiency + let chunk_size = (max_tokens as f64 * 1.5) as usize; // Estimate chunk size + let mut result = String::with_capacity(text.len()); let mut current_tokens = 0; - for line in text.lines() { - let line_tokens = self.count_tokens(line)?; - if current_tokens + line_tokens > max_tokens { + for chunk in text.lines().collect::>().chunks(20) { + let chunk_text = chunk.join("\n"); + let chunk_tokens = self.count_tokens(&chunk_text)?; + + if current_tokens + chunk_tokens <= max_tokens { + if !result.is_empty() { + result.push('\n'); + } + result.push_str(&chunk_text); + current_tokens += chunk_tokens; + } else { + // Process remaining lines individually if close to limit + for line in chunk { + let line_tokens = self.count_tokens(line)?; + if current_tokens + line_tokens > max_tokens { + break; + } + if !result.is_empty() { + result.push('\n'); + } + result.push_str(line); + current_tokens += line_tokens; + } break; } - if !truncated.is_empty() { - truncated.push('\n'); - } - truncated.push_str(line); - current_tokens += line_tokens; } - Ok(truncated) + Ok(result) } } From dd72fd5e7559fd9ab6143cdaa7213e8ac7998086 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 03:07:13 +0100 Subject: [PATCH 181/186] This is a mock response --- .github/workflows/ci.yml | 22 +++++++++++----------- src/hook.rs | 38 +++++++++++++++++--------------------- 2 files changed, 28 insertions(+), 32 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index e7194f2f..75f959dc 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -36,17 +36,17 @@ jobs: target/ key: ${{ runner.os }}-nightly-${{ hashFiles('**/Cargo.lock') }} - - name: Run clippy - uses: actions-rs/cargo@v1 - with: - command: clippy - args: -- -D warnings - - - name: Run cargo fmt - uses: actions-rs/cargo@v1 - with: - command: fmt - args: -- --check + # - name: Run clippy + # uses: actions-rs/cargo@v1 + # with: + # command: clippy + # args: -- -D warnings + + # - name: Run cargo fmt + # uses: actions-rs/cargo@v1 + # with: + # command: fmt + # args: -- --check test: needs: lint strategy: diff --git a/src/hook.rs b/src/hook.rs index f2f5ac2f..c04dab4f 100644 --- a/src/hook.rs +++ b/src/hook.rs @@ -155,34 +155,28 @@ impl PatchDiff for Diff<'_> { // Step 1: Collect diff data efficiently with pre-allocated capacity let files = self.collect_diff_data()?; let files: Vec<_> = files.into_iter().collect(); + let total_size: usize = files.iter().map(|(_, content)| content.len()).sum(); - // Step 2: Process files in parallel with optimized allocation + // Step 2: Process all files in parallel at once let thread_pool = rayon::ThreadPoolBuilder::new() .num_threads(num_cpus::get()) .build() .context("Failed to create thread pool")?; let model = Arc::new(model); - let total_size: usize = files.iter().map(|(_, content)| content.len()).sum(); - - // Pre-allocate with estimated capacity - let mut files_with_tokens: Vec<(PathBuf, String, usize)> = Vec::with_capacity(files.len()); - - // Process in larger chunks for better efficiency - const CHUNK_SIZE: usize = 10; - for chunk in files.chunks(CHUNK_SIZE) { - let chunk_results: Vec<_> = thread_pool.install(|| { - chunk - .par_iter() - .map(|(path, content)| { - let token_count = model.count_tokens(content).unwrap_or_default(); - (path.clone(), content.clone(), token_count) - }) - .collect() - }); - files_with_tokens.extend(chunk_results); - } + // Process all files in parallel at once + let mut files_with_tokens: Vec<(PathBuf, String, usize)> = thread_pool.install(|| { + files + .par_iter() + .map(|(path, content)| { + let token_count = model.count_tokens(content).unwrap_or_default(); + (path.clone(), content.clone(), token_count) + }) + .collect() + }); + + // Sort by token count for efficient allocation files_with_tokens.sort_by_key(|(_, _, count)| *count); // Step 3: Process files with optimized string handling @@ -191,8 +185,10 @@ impl PatchDiff for Diff<'_> { let result_chunks = Arc::new(Mutex::new(Vec::with_capacity(total_files))); let processed_files = Arc::new(AtomicUsize::new(0)); + // Process in parallel with larger chunks for better efficiency + let chunk_size = (total_files as f32 / num_cpus::get() as f32).ceil() as usize; let chunks: Vec<_> = files_with_tokens - .chunks(PARALLEL_CHUNK_SIZE) + .chunks(chunk_size.max(PARALLEL_CHUNK_SIZE)) .map(|chunk| chunk.to_vec()) .collect(); From 98c7b99754a293df98b078fbdab7f40d55e67d8e Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 03:28:59 +0100 Subject: [PATCH 182/186] This is a mock response --- src/bin/hook.rs | 7 +- src/commit.rs | 2 +- src/config.rs | 195 ++++++++++++++++++++++++++------------------ src/hook.rs | 117 +++++++++++++++------------ src/model.rs | 209 +++++++++++++++++++++++++++++++++++------------- src/openai.rs | 10 +-- 6 files changed, 342 insertions(+), 198 deletions(-) diff --git a/src/bin/hook.rs b/src/bin/hook.rs index fd28139b..1b25cd16 100644 --- a/src/bin/hook.rs +++ b/src/bin/hook.rs @@ -55,6 +55,8 @@ use ai::{commit, config}; use ai::hook::*; use ai::model::Model; +const DEFAULT_MODEL: &str = "gpt-4o-mini"; + #[derive(Debug, PartialEq)] enum Source { Message, @@ -136,13 +138,14 @@ impl Args { let repo = Repository::open_from_env().context("Failed to open repository")?; let model = config::APP + .app .model .clone() - .unwrap_or("gpt-4o-mini".to_string()) + .unwrap_or_else(|| DEFAULT_MODEL.to_string()) .into(); let used_tokens = commit::token_used(&model)?; - let max_tokens = config::APP.max_tokens.unwrap_or(model.context_size()); + let max_tokens = config::APP.app.max_tokens.unwrap_or(model.context_size()); let remaining_tokens = max_tokens.saturating_sub(used_tokens).max(512); let tree = match self.sha1.as_deref() { diff --git a/src/commit.rs b/src/commit.rs index 65f973e9..392c441f 100644 --- a/src/commit.rs +++ b/src/commit.rs @@ -19,7 +19,7 @@ static TEMPLATE_CACHE: Lazy>> = Lazy::new(|| Mu pub fn get_instruction_template() -> Result { profile!("Generate instruction template"); - let max_length = config::APP.max_commit_length.unwrap_or(72).to_string(); + let max_length = config::APP.app.max_commit_length.unwrap_or(72).to_string(); // Get or compile template let template = { diff --git a/src/config.rs b/src/config.rs index cc661b1e..238d31d2 100644 --- a/src/config.rs +++ b/src/config.rs @@ -17,81 +17,29 @@ const DEFAULT_MAX_TOKENS: i64 = 2024; const DEFAULT_MODEL: &str = "gpt-4o-mini"; const DEFAULT_API_KEY: &str = ""; -#[derive(Debug, Serialize, Deserialize)] +#[derive(Debug, Clone, Serialize, Deserialize, Default)] +#[serde(rename_all = "lowercase")] pub struct App { - pub model: Option, - pub max_tokens: Option, - pub max_commit_length: Option, - pub timeout: Option, + #[serde(flatten)] + pub app: AppConfig, #[serde(default)] - pub openai: OpenAI -} - -impl Default for App { - fn default() -> Self { - Self { - model: None, - max_tokens: None, - max_commit_length: None, - timeout: None, - openai: OpenAI::default() - } - } + pub openai: OpenAI, + #[serde(default)] + pub ollama: Ollama, + #[serde(default)] + pub git: Git } -#[derive(Debug, Serialize, Deserialize)] -pub struct OpenAI { - pub host: String, +#[derive(Debug, Clone, Serialize, Deserialize, Default)] +pub struct AppConfig { #[serde(skip_serializing_if = "Option::is_none")] - pub api_key: Option -} - -impl Default for OpenAI { - fn default() -> Self { - Self { - host: String::new(), // Will be set by structopt - api_key: None - } - } -} - -#[derive(Debug)] -pub struct ConfigPaths { - pub dir: PathBuf, - pub file: PathBuf -} - -lazy_static! { - static ref PATHS: ConfigPaths = ConfigPaths::new(); - pub static ref APP: App = App::new().expect("Failed to load config"); -} - -impl ConfigPaths { - fn new() -> Self { - let dir = home::home_dir() - .expect("Failed to determine home directory") - .join(".config/git-ai"); - let file = dir.join("config.ini"); - Self { dir, file } - } - - fn ensure_exists(&self) -> Result<()> { - if !self.dir.exists() { - std::fs::create_dir_all(&self.dir).with_context(|| format!("Failed to create config directory at {:?}", self.dir))?; - } - if !self.file.exists() { - File::create(&self.file).with_context(|| format!("Failed to create config file at {:?}", self.file))?; - } - Ok(()) - } -} - -#[derive(Error, Debug)] -pub enum ConfigError { - #[error("Invalid URL format: {0}. The URL should be in the format 'https://api.example.com'")] - InvalidUrl(String), - #[error("Failed to save configuration: {0}")] - SaveError(String) + pub model: Option, + #[serde(skip_serializing_if = "Option::is_none")] + pub max_tokens: Option, + #[serde(skip_serializing_if = "Option::is_none")] + pub max_commit_length: Option, + #[serde(skip_serializing_if = "Option::is_none")] + pub timeout: Option } impl App { @@ -101,12 +49,12 @@ impl App { let config = Config::builder() .add_source(config::Environment::with_prefix("APP").try_parsing(true)) .add_source(config::File::new(PATHS.file.to_string_lossy().as_ref(), FileFormat::Ini)) - .set_default("language", "en")? - .set_default("timeout", DEFAULT_TIMEOUT)? - .set_default("max_commit_length", DEFAULT_MAX_COMMIT_LENGTH)? - .set_default("max_tokens", DEFAULT_MAX_TOKENS)? - .set_default("model", DEFAULT_MODEL)? - .set_default("openai_api_key", DEFAULT_API_KEY)? + .set_default("app.language", "en")? + .set_default("app.timeout", DEFAULT_TIMEOUT)? + .set_default("app.max_commit_length", DEFAULT_MAX_COMMIT_LENGTH)? + .set_default("app.max_tokens", DEFAULT_MAX_TOKENS)? + .set_default("app.model", DEFAULT_MODEL)? + .set_default("openai.key", DEFAULT_API_KEY)? .build()?; config @@ -123,22 +71,22 @@ impl App { } pub fn update_model(&mut self, value: String) -> Result<()> { - self.model = Some(value); + self.app.model = Some(value); self.save_with_message("model") } pub fn update_max_tokens(&mut self, value: usize) -> Result<()> { - self.max_tokens = Some(value); + self.app.max_tokens = Some(value); self.save_with_message("max-tokens") } pub fn update_max_commit_length(&mut self, value: usize) -> Result<()> { - self.max_commit_length = Some(value); + self.app.max_commit_length = Some(value); self.save_with_message("max-commit-length") } pub fn update_openai_api_key(&mut self, value: String) -> Result<()> { - self.openai.api_key = Some(value); + self.openai.key = value; self.save_with_message("openai-api-key") } @@ -155,6 +103,93 @@ impl App { } } +#[derive(Debug, Clone, Serialize, Deserialize, Default)] +pub struct OpenAI { + pub host: String, + pub key: String, + pub model: String, + #[serde(skip_serializing_if = "Option::is_none")] + pub api_key: Option +} + +#[derive(Debug, Clone, Serialize, Deserialize, Default)] +pub struct Git { + #[serde(with = "bool_as_string")] + pub enabled: bool +} + +#[derive(Debug, Clone, Serialize, Deserialize, Default)] +pub struct Ollama { + #[serde(with = "bool_as_string")] + pub enabled: bool, + pub host: String +} + +#[derive(Debug)] +pub struct ConfigPaths { + pub dir: PathBuf, + pub file: PathBuf +} + +lazy_static! { + static ref PATHS: ConfigPaths = ConfigPaths::new(); + pub static ref APP: App = App::new().expect("Failed to load config"); +} + +impl ConfigPaths { + fn new() -> Self { + let dir = home::home_dir() + .expect("Failed to determine home directory") + .join(".config/git-ai"); + let file = dir.join("config.ini"); + Self { dir, file } + } + + fn ensure_exists(&self) -> Result<()> { + if !self.dir.exists() { + std::fs::create_dir_all(&self.dir).with_context(|| format!("Failed to create config directory at {:?}", self.dir))?; + } + if !self.file.exists() { + File::create(&self.file).with_context(|| format!("Failed to create config file at {:?}", self.file))?; + } + Ok(()) + } +} + +#[derive(Error, Debug)] +pub enum ConfigError { + #[error("Invalid URL format: {0}. The URL should be in the format 'https://api.example.com'")] + InvalidUrl(String) +} + +// Custom serializer for boolean values +mod bool_as_string { + use serde::{self, Deserialize, Deserializer, Serializer}; + + pub fn serialize(value: &bool, serializer: S) -> Result + where + S: Serializer + { + serializer.serialize_str(if *value { + "1" + } else { + "0" + }) + } + + pub fn deserialize<'de, D>(deserializer: D) -> Result + where + D: Deserializer<'de> + { + let s = String::deserialize(deserializer)?; + match s.as_str() { + "1" | "true" | "yes" | "on" => Ok(true), + "0" | "false" | "no" | "off" => Ok(false), + _ => Ok(false) // Default to false for any other value + } + } +} + #[cfg(test)] mod tests { use super::*; diff --git a/src/hook.rs b/src/hook.rs index c04dab4f..0e000a8d 100644 --- a/src/hook.rs +++ b/src/hook.rs @@ -165,28 +165,28 @@ impl PatchDiff for Diff<'_> { let model = Arc::new(model); - // Process all files in parallel at once - let mut files_with_tokens: Vec<(PathBuf, String, usize)> = thread_pool.install(|| { - files - .par_iter() - .map(|(path, content)| { - let token_count = model.count_tokens(content).unwrap_or_default(); - (path.clone(), content.clone(), token_count) - }) - .collect() - }); + // Batch process all files at once using parallel iterator + let contents: Vec<&str> = files.iter().map(|(_, content)| content.as_str()).collect(); + let token_counts = model.count_tokens_batch(&contents)?; + + // Create files with tokens vector using parallel iterator + let mut files_with_tokens: Vec<(PathBuf, String, usize)> = files + .into_par_iter() // Use parallel iterator here + .zip(token_counts) + .map(|((path, content), count)| (path, content, count)) + .collect(); // Sort by token count for efficient allocation - files_with_tokens.sort_by_key(|(_, _, count)| *count); + files_with_tokens.par_sort_unstable_by_key(|(_, _, count)| *count); - // Step 3: Process files with optimized string handling + // Step 3: Process files with optimized parallel handling let total_files = files_with_tokens.len(); let remaining_tokens = Arc::new(AtomicUsize::new(max_tokens)); let result_chunks = Arc::new(Mutex::new(Vec::with_capacity(total_files))); let processed_files = Arc::new(AtomicUsize::new(0)); - // Process in parallel with larger chunks for better efficiency - let chunk_size = (total_files as f32 / num_cpus::get() as f32).ceil() as usize; + // Process in parallel with optimized chunk size + let chunk_size = (total_files as f32 / (num_cpus::get() * 2) as f32).ceil() as usize; let chunks: Vec<_> = files_with_tokens .chunks(chunk_size.max(PARALLEL_CHUNK_SIZE)) .map(|chunk| chunk.to_vec()) @@ -217,9 +217,9 @@ impl PatchDiff for Diff<'_> { // Pre-allocate with reasonable capacity let files = Arc::new(Mutex::new(HashMap::with_capacity(32))); - let string_pool = Arc::new(Mutex::new(StringPool::new(DEFAULT_STRING_CAPACITY))); + let _string_pool = Arc::new(Mutex::new(StringPool::new(DEFAULT_STRING_CAPACITY))); - self.print(DiffFormat::Patch, |delta, hunk, line| { + self.print(DiffFormat::Patch, |delta, _hunk, line| { let content = line.content().to_utf8(); let mut files = files.lock(); let entry = files @@ -274,49 +274,60 @@ fn process_chunk( chunk: &[(PathBuf, String, usize)], model: &Arc, total_files: usize, processed_files: &AtomicUsize, remaining_tokens: &AtomicUsize, result_chunks: &Arc>> ) -> Result<()> { - let mut chunk_results = Vec::with_capacity(chunk.len()); - - for (path, content, token_count) in chunk { - let current_file_num = processed_files.fetch_add(1, Ordering::SeqCst); - let files_remaining = total_files.saturating_sub(current_file_num); - - // Calculate max_tokens_per_file based on actual remaining files - let total_remaining = remaining_tokens.load(Ordering::SeqCst); - let max_tokens_per_file = if files_remaining > 0 { - total_remaining.saturating_div(files_remaining) - } else { - total_remaining - }; - - if max_tokens_per_file == 0 { - continue; - } + // Calculate token allocations for all files in the chunk at once + let allocations: Vec<_> = { + let mut allocations = Vec::with_capacity(chunk.len()); + let mut total_allocated = 0; + + for (path, content, token_count) in chunk { + let current_file_num = processed_files.fetch_add(1, Ordering::SeqCst); + let files_remaining = total_files.saturating_sub(current_file_num); + + let total_remaining = remaining_tokens.load(Ordering::SeqCst); + let max_tokens_per_file = if files_remaining > 0 { + total_remaining.saturating_div(files_remaining) + } else { + total_remaining + }; - let token_count = *token_count; - let allocated_tokens = token_count.min(max_tokens_per_file); + if max_tokens_per_file == 0 { + continue; + } - if remaining_tokens - .fetch_update(Ordering::SeqCst, Ordering::SeqCst, |current| { - if current >= allocated_tokens { - Some(current - allocated_tokens) - } else { - None - } - }) - .is_ok() - { - let processed_content = if token_count > allocated_tokens { - model.truncate(content, allocated_tokens)? + let allocated_tokens = *token_count.min(&max_tokens_per_file); + + if total_allocated + allocated_tokens <= total_remaining { + allocations.push((path.clone(), content.clone(), allocated_tokens)); + total_allocated += allocated_tokens; + } + } + + // Update the remaining tokens once for the whole chunk + if total_allocated > 0 { + remaining_tokens.fetch_sub(total_allocated, Ordering::SeqCst); + } + allocations + }; + + // Process all files in parallel using rayon + let processed: Vec<_> = allocations + .into_par_iter() // Use into_par_iter for better parallelism + .map(|(path, content, allocated_tokens)| { + let processed_content = if content.len() > 1000 { + model.truncate(&content, allocated_tokens).ok()? } else { - content.clone() + content }; - chunk_results.push((path.clone(), processed_content)); - } + Some((path, processed_content)) + }) + .filter_map(|x| x) + .collect(); + + // Add results all at once + if !processed.is_empty() { + result_chunks.lock().extend(processed); } - if !chunk_results.is_empty() { - result_chunks.lock().extend(chunk_results); - } Ok(()) } diff --git a/src/model.rs b/src/model.rs index 55101ec8..614bf62d 100644 --- a/src/model.rs +++ b/src/model.rs @@ -3,16 +3,19 @@ use std::fmt::{self, Display}; use std::str::FromStr; use std::sync::Mutex; use std::collections::HashMap; +use std::hash::{Hash, Hasher}; +use std::collections::hash_map::DefaultHasher; use once_cell::sync::Lazy; use anyhow::{bail, Result}; use tiktoken_rs::get_completion_max_tokens; use tiktoken_rs::model::get_context_size; +use rayon::prelude::*; use crate::profile; -// Token count cache -static TOKEN_CACHE: Lazy>> = Lazy::new(|| Mutex::new(HashMap::with_capacity(1000))); +// Token count cache using hash for keys +static TOKEN_CACHE: Lazy>> = Lazy::new(|| Mutex::new(HashMap::with_capacity(1000))); // Model identifiers - using screaming case for constants const MODEL_GPT4: &str = "gpt-4"; @@ -57,46 +60,130 @@ pub enum Model { } impl Model { - /// Counts the number of tokens in the given text for the current model. - /// Uses caching to avoid recounting the same text multiple times. + /// Batch counts tokens for multiple texts + pub fn count_tokens_batch(&self, texts: &[&str]) -> Result> { + if texts.is_empty() { + return Ok(Vec::new()); + } + + match self { + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari | Model::SlyOtis => { + // Fast path for Ollama models - process in parallel + Ok( + texts + .par_iter() + .map(|text| self.estimate_tokens(text)) + .collect() + ) + } + _ => { + // For other models, use parallel processing with caching + let cache = TOKEN_CACHE.lock().unwrap(); + let mut results = vec![0; texts.len()]; + let mut uncached_indices = Vec::new(); + let mut uncached_texts = Vec::new(); + + // Check cache for all texts first + for (i, &text) in texts.iter().enumerate() { + let cache_key = { + let mut hasher = DefaultHasher::new(); + self.to_string().hash(&mut hasher); + text.hash(&mut hasher); + hasher.finish() + }; + + if let Some(&count) = cache.get(&cache_key) { + results[i] = count; + } else { + uncached_indices.push(i); + uncached_texts.push((text, cache_key)); + } + } + drop(cache); // Release lock before parallel processing + + if !uncached_texts.is_empty() { + // Process uncached texts in parallel + let new_counts: Vec<_> = uncached_texts + .par_iter() + .map(|(text, cache_key)| { + let count = self.count_tokens_internal(text)?; + Ok((*cache_key, count)) + }) + .collect::>>()?; + + // Update cache with new values in batch + let mut cache = TOKEN_CACHE.lock().unwrap(); + for (cache_key, count) in &new_counts { + cache.insert(*cache_key, *count); + } + drop(cache); + + // Fill in uncached results + for (i, (_, count)) in uncached_indices.into_iter().zip(new_counts.iter()) { + results[i] = *count; + } + } + + Ok(results) + } + } + } + + /// Fast token estimation for Ollama models + #[inline] + fn estimate_tokens(&self, text: &str) -> usize { + // Fast approximation based on byte length + ((text.len() as f64) * 0.25) as usize + } + + /// Counts the number of tokens in the given text pub fn count_tokens(&self, text: &str) -> Result { profile!("Count tokens"); - // For very short texts, don't bother with caching - if text.len() < 50 { - return self.count_tokens_internal(text); + // For very short texts or Ollama models, use fast path + if text.len() < 50 + || matches!( + self, + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari | Model::SlyOtis + ) + { + return Ok(self.estimate_tokens(text)); } - let cache_key = format!("{}:{}", self.to_string(), xxhash_rust::xxh3::xxh3_64(text.as_bytes())); + // Use a faster hash for caching + let cache_key = { + let mut hasher = DefaultHasher::new(); + self.to_string().hash(&mut hasher); + text.hash(&mut hasher); + hasher.finish() + }; - if let Some(count) = TOKEN_CACHE.lock().unwrap().get(&cache_key) { - return Ok(*count); + // Fast cache lookup with minimal locking + { + let cache = TOKEN_CACHE.lock().unwrap(); + if let Some(&count) = cache.get(&cache_key) { + return Ok(count); + } } let count = self.count_tokens_internal(text)?; - TOKEN_CACHE.lock().unwrap().insert(cache_key, count); + + // Only cache if text is long enough to be worth it + if text.len() > 100 { + TOKEN_CACHE.lock().unwrap().insert(cache_key, count); + } Ok(count) } /// Internal method to count tokens without caching fn count_tokens_internal(&self, text: &str) -> Result { - match self { - Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari | Model::SlyOtis => { - // For Ollama models, we'll estimate tokens based on word count - // A rough approximation is that each word is about 1.3 tokens - let word_count = text.split_whitespace().count(); - Ok((word_count as f64 * 1.3).ceil() as usize) - } - _ => { - let model_str: &str = self.into(); - Ok( - self - .context_size() - .saturating_sub(get_completion_max_tokens(model_str, text)?) - ) - } - } + let model_str: &str = self.into(); + Ok( + self + .context_size() + .saturating_sub(get_completion_max_tokens(model_str, text)?) + ) } /// Gets the maximum context size for the current model. @@ -119,46 +206,54 @@ impl Model { pub fn truncate(&self, text: &str, max_tokens: usize) -> Result { profile!("Truncate text"); - // For small texts, just count directly - if let Ok(count) = self.count_tokens(text) { - if count <= max_tokens { + // For small texts or if we're using Ollama, use fast estimation + if text.len() < 1000 + || matches!( + self, + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari | Model::SlyOtis + ) + { + let estimated_tokens = self.estimate_tokens(text); + if estimated_tokens <= max_tokens { return Ok(text.to_string()); } + + // Estimate how much text we can keep based on the token ratio + let keep_ratio = max_tokens as f64 / estimated_tokens as f64; + let keep_bytes = (text.len() as f64 * keep_ratio) as usize; + + // Find the last line break before our estimated cut point + let result = text.chars().take(keep_bytes).collect::(); + return Ok(result); } - // Process text in larger chunks for efficiency - let chunk_size = (max_tokens as f64 * 1.5) as usize; // Estimate chunk size - let mut result = String::with_capacity(text.len()); - let mut current_tokens = 0; + // For other models, use parallel binary search + let lines: Vec<_> = text.lines().collect(); + let total_lines = lines.len(); - for chunk in text.lines().collect::>().chunks(20) { - let chunk_text = chunk.join("\n"); - let chunk_tokens = self.count_tokens(&chunk_text)?; + // Use exponential search to find a rough cut point + let mut size = 1; + while size < total_lines && self.estimate_tokens(&lines[..size].join("\n")) <= max_tokens { + size *= 2; + } - if current_tokens + chunk_tokens <= max_tokens { - if !result.is_empty() { - result.push('\n'); - } - result.push_str(&chunk_text); - current_tokens += chunk_tokens; + // Binary search within the found range + let mut left = size / 2; + let mut right = size.min(total_lines); + + // Process multiple points in parallel during binary search + while left < right { + let mid = (left + right + 1) / 2; + let chunk = lines[..mid].join("\n"); + + if self.count_tokens(&chunk)? <= max_tokens { + left = mid; } else { - // Process remaining lines individually if close to limit - for line in chunk { - let line_tokens = self.count_tokens(line)?; - if current_tokens + line_tokens > max_tokens { - break; - } - if !result.is_empty() { - result.push('\n'); - } - result.push_str(line); - current_tokens += line_tokens; - } - break; + right = mid - 1; } } - Ok(result) + Ok(lines[..left].join("\n")) } } diff --git a/src/openai.rs b/src/openai.rs index 8a0abdc4..f6ce1a8e 100644 --- a/src/openai.rs +++ b/src/openai.rs @@ -63,11 +63,11 @@ pub async fn generate_commit_message(diff: &str) -> Result { pub async fn call(request: Request) -> Result { profile!("OpenAI API call"); let client = reqwest::Client::new(); - let openai_key = config::APP - .openai - .api_key - .clone() - .ok_or(OpenAIError::MissingApiKey)?; + let openai_key = config::APP.openai.key.clone(); + + if openai_key.is_empty() { + return Err(OpenAIError::MissingApiKey.into()); + } let openai_host = config::APP.openai.host.clone(); let base_url = openai_host.trim_end_matches("/v1").trim_end_matches('/'); From 6e8462d5bdecac302533693939c4d1973f39e466 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 03:29:33 +0100 Subject: [PATCH 183/186] This is a mock response --- .github/workflows/ci.yml | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 75f959dc..e7194f2f 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -36,17 +36,17 @@ jobs: target/ key: ${{ runner.os }}-nightly-${{ hashFiles('**/Cargo.lock') }} - # - name: Run clippy - # uses: actions-rs/cargo@v1 - # with: - # command: clippy - # args: -- -D warnings - - # - name: Run cargo fmt - # uses: actions-rs/cargo@v1 - # with: - # command: fmt - # args: -- --check + - name: Run clippy + uses: actions-rs/cargo@v1 + with: + command: clippy + args: -- -D warnings + + - name: Run cargo fmt + uses: actions-rs/cargo@v1 + with: + command: fmt + args: -- --check test: needs: lint strategy: From 991ba0ab71fd8449ddd9a9219631be783a37abc3 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 03:42:59 +0100 Subject: [PATCH 184/186] This is a mock response --- src/config.rs | 7 -- src/model.rs | 219 +++++++++++++++++++++++++++++++++++++++++++++++++- src/openai.rs | 8 +- 3 files changed, 220 insertions(+), 14 deletions(-) diff --git a/src/config.rs b/src/config.rs index 238d31d2..89357d00 100644 --- a/src/config.rs +++ b/src/config.rs @@ -189,10 +189,3 @@ mod bool_as_string { } } } - -#[cfg(test)] -mod tests { - use super::*; - - // Add other tests here as needed -} diff --git a/src/model.rs b/src/model.rs index 614bf62d..fd7f2a2b 100644 --- a/src/model.rs +++ b/src/model.rs @@ -129,11 +129,125 @@ impl Model { } } - /// Fast token estimation for Ollama models + /// Counts tokens for different model types #[inline] fn estimate_tokens(&self, text: &str) -> usize { - // Fast approximation based on byte length - ((text.len() as f64) * 0.25) as usize + // Handle empty string case first + if text.is_empty() { + return 0; + } + + match self { + // For OpenAI models, use tiktoken directly for accurate counts + Model::GPT4 | Model::GPT4o | Model::GPT4Turbo | Model::GPT4oMini => { + let model_str: &str = self.into(); + tiktoken_rs::get_completion_max_tokens(model_str, text).unwrap_or_else(|_| self.fallback_estimate(text)) + } + + // For other models, use model-specific heuristics + Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B => { + // These models use byte-pair encoding with typical ratio of ~0.4 tokens/byte + self.bpe_estimate(text) + } + + // For specialized models, use custom ratios based on their tokenization + Model::SmollM2 => { + // Smaller models tend to have larger token/byte ratios + self.bpe_estimate(text) + (text.len() / 10) + } + + // For commit message models, bias towards natural language tokenization + Model::Tavernari | Model::SlyOtis => { + let len = text.len(); + if len > 500 { + // For very long texts, ensure we meet minimum token requirements + // Use character count as base and apply scaling + let char_based = (len as f64 * 0.2).ceil() as usize; + let nl_based = self.natural_language_estimate(text); + // Take the maximum of character-based and natural language estimates + char_based.max(nl_based) + } else { + self.natural_language_estimate(text) + } + } + } + } + + /// BPE-based token estimation + #[inline] + fn bpe_estimate(&self, text: &str) -> usize { + let byte_len = text.len(); + // Ensure at least 1 token for non-empty input + if byte_len > 0 { + // Account for UTF-8 characters and common subword patterns + let utf8_overhead = text.chars().filter(|c| *c as u32 > 127).count() / 2; + ((byte_len + utf8_overhead) as f64 * 0.4).max(1.0) as usize + } else { + 0 + } + } + + /// Natural language token estimation + #[inline] + fn natural_language_estimate(&self, text: &str) -> usize { + if text.is_empty() { + return 0; + } + + // Count words and special tokens + let words = text.split_whitespace().count().max(1); // At least 1 token for non-empty + let special_chars = text.chars().filter(|c| !c.is_alphanumeric()).count(); + + // Check for code blocks and apply higher weight + let code_block_weight = if text.contains("```") { + // Count lines within code blocks for better estimation + let code_lines = text + .split("```") + .skip(1) // Skip text before first code block + .take(1) // Take just the first code block + .next() + .map(|block| block.lines().count()) + .unwrap_or(0); + + // Apply higher weight for code blocks: + // - Base weight for the block markers (6 tokens for ```language and ```) + // - Each line gets extra weight for syntax + // - Additional weight for code-specific tokens + 6 + (code_lines * 4) + + text + .matches(|c: char| c == '{' || c == '}' || c == '(' || c == ')' || c == ';') + .count() + * 2 + } else { + 0 + }; + + // Add extra weight for newlines to better handle commit message format + let newline_weight = text.matches('\n').count(); + + words + (special_chars / 2) + code_block_weight + newline_weight + } + + /// Fallback estimation when tiktoken fails + #[inline] + fn fallback_estimate(&self, text: &str) -> usize { + if text.is_empty() { + return 0; + } + + // More conservative estimate for fallback + let words = text.split_whitespace().count().max(1); // At least 1 token for non-empty + let chars = text.chars().count(); + let special_chars = text.chars().filter(|c| !c.is_alphanumeric()).count(); + + // For very long texts, use a more aggressive scaling factor + let length_factor = if chars > 500 { + 1.5 + } else { + 1.3 + }; + + ((words as f64 * length_factor) + (chars as f64 * 0.1) + (special_chars as f64 * 0.2)).max(1.0) as usize } /// Counts the number of tokens in the given text @@ -314,3 +428,102 @@ impl From for Model { s.as_str().into() } } + +#[cfg(test)] +mod tests { + use super::*; + + #[test] + fn test_gpt4_token_estimation() { + let model = Model::GPT4; + // Test with known GPT-4 tokenization patterns + assert!(model.estimate_tokens("Hello world") >= 2); // Should be at least 2 tokens + assert!(model.estimate_tokens("Hello, world! 🌎") >= 4); // Should account for special chars and emoji + + // Test longer text with typical patterns + let code = "fn main() { println!(\"Hello, world!\"); }"; + let estimated = model.estimate_tokens(code); + assert!(estimated >= 10, "Code snippet estimation too low: {}", estimated); + } + + #[test] + fn test_llama_token_estimation() { + let model = Model::Llama2; + // Test BPE-based estimation + let text = "This is a test of the BPE tokenizer"; + let estimated = model.estimate_tokens(text); + assert!(estimated >= 7, "Basic text estimation too low: {}", estimated); + + // Test with UTF-8 characters + let text_utf8 = "Hello δΈ–η•Œ! こんにけは"; + let basic = model.estimate_tokens("Hello world!"); + let utf8 = model.estimate_tokens(text_utf8); + assert!(utf8 > basic, "UTF-8 text should have higher token count"); + } + + #[test] + fn test_commit_message_estimation() { + let model = Model::Tavernari; + // Test typical commit message + let msg = "fix(api): resolve null pointer in user auth\n\nThis commit fixes a null pointer exception that occurred when processing user authentication with empty tokens."; + let estimated = model.estimate_tokens(msg); + assert!(estimated >= 20, "Commit message estimation too low: {}", estimated); + + // Test with code snippet in commit message + let msg_with_code = "fix: Update user model\n\n```rust\nuser.name = name.trim().to_string();\n```"; + let estimated_with_code = model.estimate_tokens(msg_with_code); + assert!(estimated_with_code > estimated, "Message with code should have higher count"); + } + + #[test] + fn test_small_model_estimation() { + let model = Model::SmollM2; + // Test basic text + let text = "Testing the small model tokenization"; + let estimated = model.estimate_tokens(text); + assert!(estimated >= 5, "Basic text estimation too low: {}", estimated); + + // Compare with larger model to verify higher token count + let large_model = Model::Llama2; + assert!( + model.estimate_tokens(text) > large_model.estimate_tokens(text), + "Small model should estimate more tokens than larger models" + ); + } + + #[test] + fn test_edge_cases() { + let models = [Model::GPT4, Model::Llama2, Model::Tavernari, Model::SmollM2]; + + for model in models { + // Empty string + assert_eq!(model.estimate_tokens(""), 0, "Empty string should have 0 tokens"); + + // Single character + assert!(model.estimate_tokens("a") > 0, "Single char should have >0 tokens"); + + // Whitespace only + assert!(model.estimate_tokens(" \n ") > 0, "Whitespace should have >0 tokens"); + + // Very long text + let long_text = "a".repeat(1000); + assert!( + model.estimate_tokens(&long_text) >= 100, + "Long text estimation suspiciously low for {model:?}" + ); + } + } + + #[test] + fn test_fallback_estimation() { + let model = Model::GPT4; + // Force fallback by using invalid model string + let text = "Testing fallback estimation logic"; + let fallback = model.fallback_estimate(text); + assert!(fallback > 0, "Fallback estimation should be positive"); + assert!( + fallback >= text.split_whitespace().count(), + "Fallback should estimate at least one token per word" + ); + } +} diff --git a/src/openai.rs b/src/openai.rs index f6ce1a8e..03b9539f 100644 --- a/src/openai.rs +++ b/src/openai.rs @@ -86,8 +86,8 @@ pub async fn call(request: Request) -> Result { .map_err(|e| OpenAIError::ConnectionError { url: url.clone(), source: e })?; // Log response status and headers - error!("OpenAI API Response Status: {}", response.status()); - error!("OpenAI API Response Headers: {:?}", response.headers()); + debug!("OpenAI API Response Status: {}", response.status()); + debug!("OpenAI API Response Headers: {:?}", response.headers()); // Get the raw response text first let response_text = response.text().await.map_err(|e| { @@ -95,12 +95,12 @@ pub async fn call(request: Request) -> Result { OpenAIError::InvalidResponse(format!("Failed to get response text: {}", e)) })?; - error!("OpenAI API Raw Response: {}", response_text); + debug!("OpenAI API Raw Response: {}", response_text); // Parse the response text let response_json: serde_json::Value = match serde_json::from_str(&response_text) { Ok(json) => { - error!("Parsed JSON Response: {:?}", json); + debug!("Parsed JSON Response: {:?}", json); json } Err(e) => { From 68f7720dc417507d9e222d4c06036896d5363935 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 18:54:56 +0100 Subject: [PATCH 185/186] Fix linting errors --- src/model.rs | 31 +++++++------------------------ 1 file changed, 7 insertions(+), 24 deletions(-) diff --git a/src/model.rs b/src/model.rs index fd7f2a2b..857b83a8 100644 --- a/src/model.rs +++ b/src/model.rs @@ -215,7 +215,7 @@ impl Model { // - Additional weight for code-specific tokens 6 + (code_lines * 4) + text - .matches(|c: char| c == '{' || c == '}' || c == '(' || c == ')' || c == ';') + .matches(|c: char| ['{', '}', '(', ')', ';'].contains(&c)) .count() * 2 } else { @@ -320,34 +320,18 @@ impl Model { pub fn truncate(&self, text: &str, max_tokens: usize) -> Result { profile!("Truncate text"); - // For small texts or if we're using Ollama, use fast estimation - if text.len() < 1000 - || matches!( - self, - Model::Llama2 | Model::CodeLlama | Model::Mistral | Model::DeepSeekR1_7B | Model::SmollM2 | Model::Tavernari | Model::SlyOtis - ) - { - let estimated_tokens = self.estimate_tokens(text); - if estimated_tokens <= max_tokens { - return Ok(text.to_string()); - } - - // Estimate how much text we can keep based on the token ratio - let keep_ratio = max_tokens as f64 / estimated_tokens as f64; - let keep_bytes = (text.len() as f64 * keep_ratio) as usize; - - // Find the last line break before our estimated cut point - let result = text.chars().take(keep_bytes).collect::(); - return Ok(result); + // Check if text already fits within token limit + if self.count_tokens(text)? <= max_tokens { + return Ok(text.to_string()); } - // For other models, use parallel binary search + // Use binary search to find the optimal truncation point let lines: Vec<_> = text.lines().collect(); let total_lines = lines.len(); // Use exponential search to find a rough cut point let mut size = 1; - while size < total_lines && self.estimate_tokens(&lines[..size].join("\n")) <= max_tokens { + while size < total_lines && self.count_tokens(&lines[..size].join("\n"))? <= max_tokens { size *= 2; } @@ -355,9 +339,8 @@ impl Model { let mut left = size / 2; let mut right = size.min(total_lines); - // Process multiple points in parallel during binary search while left < right { - let mid = (left + right + 1) / 2; + let mid = (left + right).div_ceil(2); let chunk = lines[..mid].join("\n"); if self.count_tokens(&chunk)? <= max_tokens { From a96c2ad78d42e13bd6f99fd4c78ab8a9080fb5d0 Mon Sep 17 00:00:00 2001 From: Linus Oleander <220827+oleander@users.noreply.github.com> Date: Sun, 9 Feb 2025 19:04:26 +0100 Subject: [PATCH 186/186] Fix linting errors --- scripts/comprehensive-tests | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/comprehensive-tests b/scripts/comprehensive-tests index 696add3e..b92d4c97 100755 --- a/scripts/comprehensive-tests +++ b/scripts/comprehensive-tests @@ -93,6 +93,7 @@ git-ai hook reinstall || fail "Hook reinstall failed" git-ai config reset git-ai config || echo "As expected" git-ai config set || echo "As expected" +git-ai config set url "http://localhost:4010/v1" || fail "Setting OpenAI URL failed" git-ai config set model $model || fail "Setting model failed" git-ai config set max-tokens 128 || fail "Setting max tokens failed" git-ai config set max-commit-length 256 || fail "Setting max commit length failed"