awesome-python

Awesome Python

An opinionated guide to the best Python frameworks, libraries, tools, and resources.

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AI & ML

• AI and Agents
• Deep Learning
• Machine Learning
• Natural Language Processing
• Computer Vision
• Recommender Systems

Web Development

• Web Frameworks
• Web APIs
• Web Servers
• WebSocket
• Template Engines
• Web Asset Management
• Authentication
• Admin Panels
• CMS
• Static Site Generators

HTTP & Scraping

• HTTP Clients
• Web Scraping
• Email

Database & Storage

• ORM
• Database Drivers
• Database
• Caching
• Search
• Serialization

Data & Science

• Data Analysis
• Data Ingestion / ETL
• Data Validation
• Data Visualization
• Geolocation
• Science
• Quantum Computing

Developer Tools

• Algorithms and Design Patterns
• Interactive Interpreter
• Code Analysis
• Testing
• Debugging Tools
• Build Tools
• Documentation

DevOps

• DevOps Tools
• Distributed Computing
• Task Queues
• Messaging
• Job Schedulers
• Logging
• Network Virtualization

CLI & GUI

• CLI Development
• CLI Tools
• GUI Development

Text & Documents

• Text Processing
• HTML Manipulation
• File Format Processing
• File Manipulation

Media

• Image Processing
• Audio & Video Processing
• Game Development

Python Language

• Implementations
• Built-in Classes Enhancement
• Functional Programming
• Asynchronous Programming
• Date and Time

Python Toolchain

• Environment Management
• Package Management
• Package Repositories
• Distribution
• Configuration Files

Security

• Cryptography
• Penetration Testing
• Web Security

Other

• Hardware
• Microsoft Windows
• Miscellaneous Projects

AI & ML AI and Agents

Libraries for building AI applications, LLM integrations, and autonomous agents.

• Agent Skills
  • django-ai-plugins - Django backend agent skills for Django, DRF, Celery, and Django-specific code review.
  • graphify - Turn any folder of code, SQL schemas, docs, papers, images, or videos into a queryable knowledge graph.
  • nuwa-skill - Nuwa distills the thinking of anyone — let Musk, Naval, Munger, and Feynman work for you.
  • sentry-skills - Python-focused engineering skills for code review, debugging, and backend workflows.
  • trailofbits-skills - Python-friendly security skills for auditing, testing, and safer backend development.
• Orchestration
  • ag2 - An open-source AgentOS for multi-agent orchestration and building agentic AI systems.
  • autogen - A programming framework for building agentic AI applications.
  • bernstein - A deterministic Python orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, and 40+ more) with parallel git worktrees and an HMAC-signed audit chain.
  • bindu - A framework that wraps any agent handler with DID-based cryptographic identity, A2A JSON-RPC over HTTP, OAuth2 auth, x402 (USDC) payments, and a built-in operator inbox.
  • bub - A lightweight, hook-first Python framework for channel-native agents that live alongside people.
  • crewai - A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
  • dspy - A framework for programming, not prompting, language models.
  • hermes-agent - An adaptive AI agent framework that grows with you.
  • langchain - Building applications with LLMs through composability.
  • langgraph - Low-level orchestration framework for building stateful, long-running LLM agents.
  • livetalking - A framework for real time interactive streaming digital human.
  • openai-agents - OpenAI's framework for building and managing AI agents.
  • OpenChronicle - Open-source, local-first memory for any tool-capable LLM agent.
  • promptise - A framework for building end-to-end production-ready agentic systems, scalable & secure MCP's and autonomous agents.
  • pydantic-ai - A Python agent framework for building generative AI applications with structured schemas.
  • TradingAgents - A multi-agents LLM financial trading framework.
• Data Layer
  • entroly - An auditable context control plane that optimizes prompt context, stabilizes cache prefixes, and verifies answers locally with WITNESS.
  • instructor - A library for extracting structured data from LLMs, powered by Pydantic.
  • llama-index - A data framework for your LLM application.
  • lumen - An agent framew