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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
An Open Source Machine Learning Framework for Everyone
Python tool for converting files and office documents to Markdown.
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
TradingAgents: Multi-Agents LLM Financial Trading Framework
Robust Speech Recognition via Large-Scale Weak Supervision
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Magnificent app which corrects your previous console command.
A high-throughput and memory-efficient inference and serving engine for LLMs
The Web framework for perfectionists with deadlines.
Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev
Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.
Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.
The Python programming language
The Python micro framework for building web applications.
Open Data Platform for analysts, quants and AI agents.
Open Data Platform for analysts, quants and AI agents.
Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.
The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.
scikit-learn: machine learning in Python
Deep Learning for humans
Scrapy, a fast high-level web crawling & scraping framework for Python.
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
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 programming framework for agentic AI
Rich is a Python library for rich text and beautiful formatting in the terminal.
Odoo. Open Source Apps To Grow Your Business.
A simple, yet elegant, HTTP library.
LlamaIndex is the document processing platform for AI
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 250,000+ scientists worldwide. 177 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
C++ based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)
Simple Python version management
Apache Spark - A unified analytics engine for large-scale data processing
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
A collection of design patterns/idioms in Python
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. ✨
A library for efficient similarity search and clustering of dense vectors.
Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
Extremely fast Query Engine for DataFrames, written in Rust
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
🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.