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An open source trusted cloud native registry project that stores, signs, and scans content.

🕸️ Web apps in pure Python 🐍

Distributed Task Queue (development branch)

Build and run agents you can see, understand and trust.

Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

Integrate cutting-edge LLM technology quickly and easily into your apps

A lightweight, powerful framework for multi-agent workflows

Data validation using Python type hints

The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.

🗃 Open source self-hosted web archiving. Takes URLs/browser history/bookmarks/Pocket/Pinboard/etc., saves HTML, JS, PDFs, media, and more...

Label Studio is a multi-type data labeling and annotation tool with standardized output format

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

Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.

Write scalable load tests in plain Python 🚗💨

An open-source AI coding agent that lives in your terminal.

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

🚀 The fast, Pythonic way to build MCP servers and clients.

Beads - A memory upgrade for your coding agent

TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.

Apache Flink

Distribute and run LLMs with a single file.

A game theoretic approach to explain the output of any machine learning model.

An open-source RAG-based tool for chatting with your documents.

Minimal examples of data structures and algorithms in Python

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

The authentication glue you need.

Production-grade Rust-native trading engine with deterministic event-driven architecture

Specification and documentation for Agent Skills

A simple screen parsing tool towards pure vision based GUI agent