Single-pass SSA bytecode compiler and threaded-code stack VM for a sandboxed Python subset: NaN-boxed values, inline caching, super-instruction fusion, pure-function memoization, mark-sweep GC. Cov…

Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

Dataset and benchmark for RAG on company internal documents.

Prompt & context power tool for agentic work

Bash for Agents

Dart binding for pydantic/monty

A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for Rust, Pyt…

Send push notifications to your phone or desktop using PUT/POST

A Sigstore client written in Python

Secure, Fast, and Extensible Sandbox runtime for AI agents.

Optimize prompts, code, and more with AI-powered Reflective Text Evolution

Skill-powered AI agents implementing the Agent Skills specification with pydantic-ai

Develop web components visually with testing and docs.

A minimal, secure Python interpreter written in Rust for use by AI

Build Claude Code–style deep agents in Python: tool-calling, sandboxed execution, multi-agent teams, skills, checkpoints, and unlimited context — all on Pydantic AI.

Agent skills for Obsidian. Teach your agent to use Obsidian CLI and open formats including Markdown, Bases, JSON Canvas.

Task Planning and Tracking toolset for Pydantic AI agents, enabling hierarchical task management with subtasks, PostgreSQL storage for multi-tenancy, and an event system for webhooks and callbacks.

A modern static site generator by the Material for MkDocs team

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling

The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

Run frontier LLMs and VLMs with day-0 model support across GPU, NPU, and CPU, with comprehensive runtime coverage for PC (Python/C++), mobile (Android & iOS), and Linux/IoT (Arm64 & x86 Docker). Su…

Hindsight: Agent Memory That Learns

An AI-powered Retrieval-Augmented Generation (RAG) system with a modern web interface.

Open-Source Frontier Voice AI

Unified Schema-Based Information Extraction

🧠 Make your agents learn from experience. Now available as a hosted solution at kayba.ai

Command line program that outputs ASCII art of the current moon phase. (Vibe coding experiment in Python.)