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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
All Algorithms implemented in Python
A feature-rich command-line audio/video downloader
The agent engineering platform.
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.
🌐 Make websites accessible for AI agents. Automate tasks online with ease.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
FastAPI framework, high performance, easy to learn, fast to code, ready for production
A high-throughput and memory-efficient inference and serving engine for LLMs
An extremely fast Python package and project manager, written in Rust.
🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN
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.
The Python micro framework for building web applications.
Get your documents ready for gen AI
A programming framework for agentic AI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
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 simple, yet elegant, HTTP library.
LlamaIndex is the leading document agent and OCR platform
An extremely fast Python linter and code formatter, written in Rust.
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Streamlit — A faster way to build and share data apps.
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
Apache Spark - A unified analytics engine for large-scale data processing
The uncompromising Python code formatter
A community-maintained Python framework for creating mathematical animations.
DuckDB is an analytical in-process SQL database management system
Build resilient agents.
Extremely fast Query Engine for DataFrames, written in Rust
DSPy: The framework for programming—not prompting—language models
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.
Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning
SGLang is a high-performance serving framework for large language models and multimodal models.
Web APIs for Django. 🎸
🕸️ Web apps in pure Python 🐍
A lightweight, powerful framework for multi-agent workflows
Data validation using Python type hints
Write scalable load tests in plain 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.
matplotlib: plotting with Python
A Django content management system focused on flexibility and user experience
Typer, build great CLIs. Easy to code. Based on Python type hints.
An extremely fast Python type checker and language server, written in Rust.
AI Agent Framework, the Pydantic way
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
The interactive graphing library for Python :sparkles:
SQL databases in Python, designed for simplicity, compatibility, and robustness.
Python composable command line interface toolkit