GraphRAG-Local-UI adapts Microsoft’s GraphRAG for local deployment, leveraging knowledge graphs for retrieval-augmented generation. It provides a FastAPI backend with dedicated Gradio interfaces for document indexing, prompt tuning, and querying with chat capabilities. The system supports local models via Ollama and OpenAI-compatible APIs, and includes 2D/3D graph visualization using Plotly for exploring the knowledge graph structure.