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mistralai-client-rs/README.md

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# Mistral AI Rust Client
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[![Crates.io Package](https://img.shields.io/crates/v/mistralai-client?style=for-the-badge)](https://crates.io/crates/mistralai-client)
[![Docs.rs Documentation](https://img.shields.io/docsrs/mistralai-client/latest?style=for-the-badge)](https://docs.rs/mistralai-client/latest/mistralai-client)
[![Test Workflow Status](https://img.shields.io/github/actions/workflow/status/ivangabriele/mistralai-client-rs/test.yml?label=CI&style=for-the-badge)](https://github.com/ivangabriele/mistralai-client-rs/actions?query=branch%3Amain+workflow%3ATest++)
[![Code Coverage](https://img.shields.io/codecov/c/github/ivangabriele/mistralai-client-rs/main?label=Cov&style=for-the-badge)](https://app.codecov.io/github/ivangabriele/mistralai-client-rs)
Rust client for the Mistral AI API.
---
- [Supported APIs](#supported-apis)
- [Installation](#installation)
- [Mistral API Key](#mistral-api-key)
- [As an environment variable](#as-an-environment-variable)
- [As a client argument](#as-a-client-argument)
- [Usage](#usage)
- [Chat without streaming](#chat-without-streaming)
- [Chat with streaming](#chat-with-streaming)
- [Embeddings](#embeddings)
- [List models](#list-models)
---
## Supported APIs
- [x] Chat without streaming
- [ ] Chat with streaming
- [x] Embedding
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- [x] List models
- [ ] Function Calling
## Installation
You can install the library in your project using:
```sh
cargo add mistralai-client
```
### Mistral API Key
You can get your Mistral API Key there: <https://docs.mistral.ai/#api-access>.
#### As an environment variable
Just set the `MISTRAL_API_KEY` environment variable.
#### As a client argument
```rs
use mistralai_client::v1::client::Client;
fn main() {
let api_key = "your_api_key";
let client = Client::new(Some(api_key), None, None, None);
}
```
## Usage
### Chat without streaming
```rs
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use mistralai_client::v1::{
chat_completion::{ChatCompletionMessage, ChatCompletionMessageRole, ChatCompletionRequestOptions},
client::Client,
constants::Model,
};
fn main() {
// This example suppose you have set the `MISTRAL_API_KEY` environment variable.
let client = Client::new(None, None, None, None);
let model = Model::OpenMistral7b;
let messages = vec![ChatCompletionMessage {
role: ChatCompletionMessageRole::user,
content: "Just guess the next word: \"Eiffel ...\"?".to_string(),
}];
let options = ChatCompletionRequestOptions {
temperature: Some(0.0),
random_seed: Some(42),
..Default::default()
};
let result = client.chat(model, messages, Some(options)).unwrap();
println!("Assistant: {}", result.choices[0].message.content);
// => "Assistant: Tower. [...]"
}
```
### Chat with streaming
_In progress._
### Embeddings
```rs
use mistralai_client::v1::{client::Client, constants::EmbedModel};
fn main() {
// This example suppose you have set the `MISTRAL_API_KEY` environment variable.
let client: Client = Client::new(None, None, None, None);
let model = EmbedModel::MistralEmbed;
let input = vec!["Embed this sentence.", "As well as this one."]
.iter()
.map(|s| s.to_string())
.collect();
let options = None;
let response = client.embeddings(model, input, options).unwrap();
println!("Embeddings: {:?}", response.data);
// => "Embeddings: [{...}, {...}]"
}
```
### List models
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```rs
use mistralai_client::v1::client::Client;
fn main() {
// This example suppose you have set the `MISTRAL_API_KEY` environment variable.
let client = Client::new(None, None, None, None);
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let result = client.list_models().unwrap();
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println!("First Model ID: {:?}", result.data[0].id);
// => "First Model ID: open-mistral-7b"
}
```