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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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:art: Diagram as Code for prototyping cloud system architectures
Build resilient agents.
The uncompromising Python code formatter
A community-maintained Python framework for creating mathematical animations.
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.
Multi-harness agentic plugin marketplace for Claude Code, Codex, Cursor, OpenCode, GitHub Copilot, and Google Antigravity
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).
DSPy: The framework for programming—not prompting—language models
Automatic SQL injection and database takeover tool
🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.
The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.
A toolkit for developing and comparing reinforcement learning algorithms.
VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
SGLang is a high-performance serving framework for large language models and multimodal models.
结巴中文分词
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
Python packaging and dependency management made easy
💫 Industrial-strength Natural Language Processing (NLP) in Python
The fundamental package for scientific computing with Python.
:zap: A Fast, Extensible Progress Bar for Python and CLI
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
Python sample codes and textbook for robotics algorithms.
Web APIs for Django. 🎸
A lightweight, powerful framework for multi-agent workflows
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
🤗 smolagents: a barebones library for agents that think in code.
Data validation using Python type hints
🕸️ Web apps in pure Python 🐍
Distributed Task Queue (development branch)
Write scalable load tests in plain Python 🚗💨
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
🚀 The fast, Pythonic way to build MCP servers and clients.
Minimal examples of data structures and algorithms in Python
Faster Whisper transcription with CTranslate2
Download market data from Yahoo! Finance's API
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
The official Python SDK for Model Context Protocol servers and clients
Data Apps & Dashboards for Python. No JavaScript Required.
Python logging made (stupidly) simple
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
matplotlib: plotting with Python
AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
Project documentation with Markdown.
Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
Turn (almost) any Python command line program into a full GUI application with one line
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.