Guardrails

A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.

100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

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

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.