client-python  by mistralai

Python SDK for Mistral AI platform

created 1 year ago
628 stars

Top 53.5% on sourcepulse

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Project Summary

This Python client library provides a programmatic interface to interact with the Mistral AI platform's APIs, including chat completions, embeddings, and fine-tuning. It is designed for developers and researchers who want to integrate Mistral's advanced language models into their applications or workflows. The library offers both synchronous and asynchronous methods for all API calls, enhancing flexibility and performance.

How It Works

The client library leverages the httpx library for making HTTP requests to the Mistral AI API endpoints. It abstracts away the complexities of request formatting, authentication (via API keys), and response parsing. Key features include support for server-sent event streaming for real-time responses, robust error handling with custom exceptions, and configurable retry mechanisms with backoff strategies. The library also allows for customization of HTTP clients, server selection, and debugging log output.

Quick Start & Requirements

  • Installation: pip install mistralai
  • Prerequisites: Python >= 3.9, Mistral AI API key (set as MISTRAL_API_KEY environment variable).
  • Setup: API key configuration is the primary setup step.
  • Documentation: Mistral AI SDK v1 Docs

Highlighted Details

  • Supports both synchronous and asynchronous API interactions.
  • Includes dedicated SDKs for Azure AI and Google Cloud integration.
  • Offers fine-grained control over retries, server selection, and HTTP client configuration.
  • Provides methods for file uploads, batch jobs, and fine-tuning management.

Maintenance & Community

The library is generated programmatically, indicating a structured development process. Contributions are welcomed via Pull Requests or Issues, though manual changes to internal files may be overwritten.

Licensing & Compatibility

The README does not explicitly state a license. Compatibility for commercial use or closed-source linking is not specified.

Limitations & Caveats

The library is programmatically generated, meaning direct manual contributions to internal files will be overwritten. Specific licensing details for commercial use are not provided in the README.

Health Check
Last commit

1 week ago

Responsiveness

1+ week

Pull Requests (30d)
5
Issues (30d)
4
Star History
41 stars in the last 90 days

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