🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

FastAPI framework, high performance, easy to learn, fast to code, ready for production

The Web framework for perfectionists with deadlines.

🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

A simple, yet elegant, HTTP library.

The uncompromising Python code formatter

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Multi-agent framework, runtime and control plane. Built for speed, privacy, and scale.

Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol.

🦔 PostHog provides open-source web & product analytics, session recording, feature flagging and A/B testing that you can self-host. Get started - free.

Web APIs for Django. 🎸

The official Python library for the OpenAI API

Distributed Task Queue (development branch)

Write scalable load tests in plain Python 🚗💨

Data validation using Python type hints

Optional static typing for Python

The official Python SDK for Model Context Protocol servers and clients

A lightweight, powerful framework for multi-agent workflows

SQL databases in Python, designed for simplicity, compatibility, and robustness.

tiktoken is a fast BPE tokeniser for use with OpenAI's models.

Static Type Checker for Python

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

An extremely fast Python type checker and language server, written in Rust.

Redis Python client

The pytest framework makes it easy to write small tests, yet scales to support complex functional testing

The little ASGI framework that shines. 🌟

Supercharge Your LLM Application Evaluations 🚀

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.

Integrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication. 🔁 Mirror of https://codeberg.org/allauth/djan…