Awesome Python

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

:art: Diagram as Code for prototyping cloud system architectures

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.

Delegate anything. It comes back done.

Extremely fast Query Engine for DataFrames, written in Rust

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).

🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.

Automatic SQL injection and database takeover tool

DSPy: The framework for programming—not prompting—language models

A toolkit for developing and comparing reinforcement learning algorithms.

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.

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

结巴中文分词

VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning

A browser automation framework and ecosystem.

Python packaging and dependency management made easy

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

💫 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.

SGLang is a high-performance serving framework for large language models and multimodal models.

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

Python sample codes and textbook for robotics algorithms.

Web APIs for Django. 🎸

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Search infrastructure for AI

🕸️ Web apps in pure Python 🐍

Distributed Task Queue (development branch)

🤗 smolagents: a barebones library for agents that think in code.

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

A lightweight, powerful framework for multi-agent workflows

Data validation using Python type hints

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

Write scalable load tests in plain Python 🚗💨

Minimal examples of data structures and algorithms in Python

A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.

Download market data from Yahoo! Finance's API

Python logging made (stupidly) simple

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

matplotlib: plotting with Python

Project documentation with Markdown.

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.

Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.