Awesome Python

The agent that grows with you

The agent engineering platform.

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

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

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.

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

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

A programming framework for agentic AI

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]

Open-Source Frontier Voice AI

LlamaIndex is the leading document agent and OCR platform

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.

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

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

🤗 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.

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

Search infrastructure for AI

🕸️ Web apps in pure Python 🐍

A lightweight, powerful framework for multi-agent workflows

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

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.

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

structured outputs for llms

Graph-Native Infrastructure for Context and Accountable AI Systems

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

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

FastStream is an asynchronous Python framework for building event-driven applications. It brings together message broker integration, dependency injection, validation, testing utilities, and AsyncAPI documentation generation in a single toolkit

A GraphQL library for Python that leverages type annotations 🍓

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

The impossibly small web framework for Python and MicroPython.

Modern REST framework for Django with types and async support!

Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identically. Signed lineage plus an opt-in HMAC audit chain a reviewer checks offline, without rerunning it. Cluster mode, air-gap deploy. https://bernstein.run

Type hints → Web UI. Turn Python functions into web apps — standalone or mounted inside yours.

a socket mock framework - for all kinds of socket animals, web-clients included

Git super project for PySide