feat: add client.chat_async() method
This commit is contained in:
@@ -16,9 +16,11 @@ repository = "https://github.com/ivangabriele/mistralai-client-rs"
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[dependencies]
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minreq = { version = "2.11.0", features = ["https-rustls", "json-using-serde"] }
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reqwest = { version = "0.11.24", features = ["json"] }
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serde = { version = "1.0.197", features = ["derive"] }
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serde_json = "1.0.114"
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thiserror = "1.0.57"
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tokio = { version = "1.36.0", features = ["full"] }
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[dev-dependencies]
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jrest = "0.2.3"
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46
README.md
46
README.md
@@ -16,19 +16,26 @@ Rust client for the Mistral AI API.
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- [As a client argument](#as-a-client-argument)
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- [Usage](#usage)
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- [Chat without streaming](#chat-without-streaming)
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- [Chat without streaming (async)](#chat-without-streaming-async)
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- [Chat with streaming](#chat-with-streaming)
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- [Embeddings](#embeddings)
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- [Embeddings (async)](#embeddings-async)
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- [List models](#list-models)
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- [List models (async)](#list-models-async)
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---
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## Supported APIs
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- [x] Chat without streaming
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- [x] Chat without streaming (async)
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- [ ] Chat with streaming
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- [x] Embedding
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- [ ] Embedding (async)
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- [x] List models
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- [ ] List models (async)
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- [ ] Function Calling
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- [ ] Function Calling (async)
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## Installation
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@@ -90,6 +97,37 @@ fn main() {
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}
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```
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### Chat without streaming (async)
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```rs
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use mistralai_client::v1::{
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chat_completion::{ChatCompletionMessage, ChatCompletionMessageRole, ChatCompletionRequestOptions},
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client::Client,
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constants::Model,
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};
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#[tokio::main]
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async fn main() {
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// This example suppose you have set the `MISTRAL_API_KEY` environment variable.
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let client = Client::new(None, None, None, None).unwrap();
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let model = Model::OpenMistral7b;
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let messages = vec![ChatCompletionMessage {
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role: ChatCompletionMessageRole::user,
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content: "Just guess the next word: \"Eiffel ...\"?".to_string(),
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}];
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let options = ChatCompletionRequestOptions {
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temperature: Some(0.0),
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random_seed: Some(42),
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..Default::default()
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};
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let result = client.chat(model, messages, Some(options)).await.unwrap();
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println!("Assistant: {}", result.choices[0].message.content);
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// => "Assistant: Tower. [...]"
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}
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```
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### Chat with streaming
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_In progress._
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@@ -116,6 +154,10 @@ fn main() {
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}
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```
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### Embeddings (async)
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_In progress._
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### List models
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```rs
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@@ -130,3 +172,7 @@ fn main() {
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// => "First Model ID: open-mistral-7b"
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}
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```
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### List models (async)
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_In progress._
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@@ -1,5 +1,6 @@
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use crate::v1::error::ApiError;
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use minreq::Response;
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use reqwest::{Client as ReqwestClient, Error as ReqwestError};
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use crate::v1::{
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chat_completion::{
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@@ -57,7 +58,7 @@ impl Client {
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request
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}
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pub fn get(&self, path: &str) -> Result<Response, ApiError> {
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pub fn get_sync(&self, path: &str) -> Result<Response, ApiError> {
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let url = format!("{}{}", self.endpoint, path);
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let request = self.build_request(minreq::get(url));
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@@ -78,11 +79,11 @@ impl Client {
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})
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}
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}
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Err(error) => Err(self.new_error(error)),
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Err(error) => Err(self.new_minreq_error(error)),
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}
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}
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pub fn post<T: serde::ser::Serialize + std::fmt::Debug>(
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pub fn post_sync<T: serde::ser::Serialize + std::fmt::Debug>(
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&self,
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path: &str,
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params: &T,
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@@ -109,7 +110,7 @@ impl Client {
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})
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}
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}
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Err(error) => Err(self.new_error(error)),
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Err(error) => Err(self.new_minreq_error(error)),
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}
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}
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@@ -121,11 +122,46 @@ impl Client {
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) -> Result<ChatCompletionResponse, ApiError> {
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let request = ChatCompletionRequest::new(model, messages, options);
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let response = self.post("/chat/completions", &request)?;
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let response = self.post_sync("/chat/completions", &request)?;
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let result = response.json::<ChatCompletionResponse>();
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match result {
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Ok(response) => Ok(response),
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Err(error) => Err(self.new_error(error)),
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Err(error) => Err(self.new_minreq_error(error)),
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}
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}
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pub async fn chat_async(
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&self,
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model: Model,
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messages: Vec<ChatCompletionMessage>,
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options: Option<ChatCompletionParams>,
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) -> Result<ChatCompletionResponse, ApiError> {
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let request = ChatCompletionRequest::new(model, messages, options);
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let client = ReqwestClient::new();
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let response = client
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.post(format!("{}{}", self.endpoint, "/chat/completions"))
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.json(&request)
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.bearer_auth(&self.api_key)
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.header(
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"User-Agent",
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format!("mistralai-client-rs/{}", env!("CARGO_PKG_VERSION")),
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)
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.send()
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.await
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.map_err(|e| self.new_reqwest_error(e))?;
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if response.status().is_success() {
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response
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.json::<ChatCompletionResponse>()
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.await
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.map_err(|e| self.new_reqwest_error(e))
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} else {
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let status = response.status();
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let text = response.text().await.unwrap_or_default();
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Err(ApiError {
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message: format!("{}: {}", status, text),
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})
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}
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}
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@@ -137,24 +173,30 @@ impl Client {
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) -> Result<EmbeddingResponse, ApiError> {
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let request = EmbeddingRequest::new(model, input, options);
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let response = self.post("/embeddings", &request)?;
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let response = self.post_sync("/embeddings", &request)?;
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let result = response.json::<EmbeddingResponse>();
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match result {
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Ok(response) => Ok(response),
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Err(error) => Err(self.new_error(error)),
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Err(error) => Err(self.new_minreq_error(error)),
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}
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}
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pub fn list_models(&self) -> Result<ModelListResponse, ApiError> {
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let response = self.get("/models")?;
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let response = self.get_sync("/models")?;
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let result = response.json::<ModelListResponse>();
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match result {
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Ok(response) => Ok(response),
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Err(error) => Err(self.new_error(error)),
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Err(error) => Err(self.new_minreq_error(error)),
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}
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}
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fn new_error(&self, err: minreq::Error) -> ApiError {
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fn new_minreq_error(&self, err: minreq::Error) -> ApiError {
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ApiError {
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message: err.to_string(),
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}
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}
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fn new_reqwest_error(&self, err: ReqwestError) -> ApiError {
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ApiError {
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message: err.to_string(),
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}
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38
tests/v1_client_chat_async_test.rs
Normal file
38
tests/v1_client_chat_async_test.rs
Normal file
@@ -0,0 +1,38 @@
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use jrest::expect;
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use mistralai_client::v1::{
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chat_completion::{ChatCompletionMessage, ChatCompletionMessageRole, ChatCompletionParams},
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client::Client,
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constants::Model,
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};
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#[tokio::test]
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async fn test_client_chat_async() {
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let client = Client::new(None, None, None, None).unwrap();
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let model = Model::OpenMistral7b;
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let messages = vec![ChatCompletionMessage {
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role: ChatCompletionMessageRole::user,
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content: "Just guess the next word: \"Eiffel ...\"?".to_string(),
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}];
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let options = ChatCompletionParams {
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temperature: Some(0.0),
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random_seed: Some(42),
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..Default::default()
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};
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let response = client
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.chat_async(model, messages, Some(options))
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.await
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.unwrap();
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expect!(response.model).to_be(Model::OpenMistral7b);
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expect!(response.object).to_be("chat.completion".to_string());
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expect!(response.choices.len()).to_be(1);
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expect!(response.choices[0].index).to_be(0);
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expect!(response.choices[0].message.role.clone()).to_be(ChatCompletionMessageRole::assistant);
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expect!(response.choices[0].message.content.clone())
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.to_be("Tower. The Eiffel Tower is a famous landmark in Paris, France.".to_string());
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expect!(response.usage.prompt_tokens).to_be_greater_than(0);
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expect!(response.usage.completion_tokens).to_be_greater_than(0);
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expect!(response.usage.total_tokens).to_be_greater_than(0);
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}
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