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Awesome List
The definitive list that answers "I want to do X in Python, which tool should I use?"
GitHub stars and default-branch commits for vinta/awesome-python.
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The agent that grows with you
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
A high-throughput and memory-efficient inference and serving engine for LLMs
AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.
Open Data Platform for analysts, quants and AI agents.
The Python micro framework for building web applications.
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]
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.
Build resilient agents.
General-purpose AI designed for knowledge workers — creators, strategists, and operators — and individuals seeking AI systems they can truly control to help them get work done, with full flexibility to extend and deploy anywhere (VPC, on-prem, or cloud).
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.
🕸️ Web apps in pure Python 🐍
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
SQL databases in Python, designed for simplicity, compatibility, and robustness.
Python composable command line interface toolkit
An orchestration platform for the development, production, and observation of data assets.
The little ASGI framework that shines. 🌟
The easy-to-use and developer-friendly enterprise CMS powered by Django
gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.
The property-based testing library for Python
Light, flexible and extensible ASGI framework | Built to scale
Bindu: The identity, communication, and payments layer for AI agents.
The fastest way to create an HTML app
Familiar asyncio ORM for python, built with relations in mind
The ultimate Python library in building OAuth, OpenID Connect clients and servers. JWS, JWE, JWK, JWA, JWT included.
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
A GraphQL library for Python that leverages type annotations 🍓
Connexion is a modern Python web framework that makes spec-first and api-first development easy.
Official Python client for Elasticsearch
Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
A High-performance cross-platform Video Processing Python framework powerpacked with unique trailblazing features :fire:
Safely pass trusted data to untrusted environments and back.
Read and analyze SEC EDGAR filings in Python. 10-K, 8-K, XBRL financials, Form 3/4/5, 13F, ADV — clean API, well-typed, MIT-licensed.
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.
A fast Python in-process signal/event dispatching system.
Easy to use Python library for creating 2D arcade games.
The foundation layer for agentic intelligence.
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
Safely add untrusted strings to HTML/XML markup.
Type hints → Web UI. Turn Python functions into web apps — standalone or mounted inside yours.