win4r/GraphRAG4OpenWebUI
GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open WebUI, providing a versatile information retrieval API. It combines local, global, and web searches for advanced Q&A systems and search engines. This tool simplifies graph-based retrieval integration in open web environments.
Implements a modular search architecture with four distinct retrieval strategies—local graph-based search, global context-aware search, Tavily web search, and a unified full-model combining all three—each exposed as separate API models. Supports both cloud LLMs (OpenAI, Gemini) and local inference engines (Ollama, LM Studio) with configurable embedding models, enabling fully private deployments. Exposes a `/v1/chat/completions`-compatible endpoint for seamless Open WebUI integration while accepting Parquet-formatted knowledge graphs as input data.
590 stars. No commits in the last 6 months.
Stars
590
Forks
123
Language
Python
License
Apache-2.0
Category
Last pushed
Jan 10, 2025
Commits (30d)
0
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