This project integrates Microsoft Research’s GraphRAG technology into Open WebUI as an information retrieval API. It offers three retrieval modes: local search for structured knowledge bases, global search for broader context, and Tavily web search. The system can combine all three methods for comprehensive results. It supports multiple LLM backends including Ollama and OpenAI, providing a versatile tool for building advanced RAG-powered applications.