Awesome Python

The agent that grows with you

The agent engineering platform.

A high-throughput and memory-efficient inference and serving engine for LLMs

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.

Open Data Platform for analysts, quants and AI agents.

Open Data Platform for analysts, quants and AI agents.

The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

Get your documents ready for gen AI

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]

A programming framework for agentic AI

Open-Source Frontier Voice AI

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

DSPy: The framework for programming—not prompting—language models

SGLang is a high-performance serving framework for large language models and multimodal models.

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

A lightweight, powerful framework for multi-agent workflows

Search infrastructure for AI

🕸️ Web apps in pure Python 🐍

🚀 The fast, Pythonic way to build MCP servers and clients.

Data Apps & Dashboards for Python. No JavaScript Required.

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

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

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

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

Build realtime web, mobile and desktop apps in Python only. No frontend experience required.

An orchestration platform for the development, production, and observation of data assets.

Create web-based user interfaces with Python. The nice way.

Graph-Native Infrastructure for Context and Accountable AI Systems

structured outputs for llms

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

Python bindings for llama.cpp

Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

Familiar asyncio ORM for python, built with relations in mind

Asynchronous Python framework for event-driven services. A thin client for Kafka, RabbitMQ, NATS, Redis and MQTT with full access to native broker features, plus AsyncAPI docs, in-memory tests and observability out of the box.

A GraphQL library for Python that leverages type annotations 🍓

AI observability platform for production LLM and agent systems.

A light-weight, flexible, and expressive statistical data testing library

Official Python client for Elasticsearch

Catch API bugs before your users do

Asynchronous Python ODM for MongoDB

A free Python-distribution for Windows platform, including prebuilt packages for Scientific Python.

The official Python SDK for Sentry.io