This application integrates GraphRAG with AutoGen agents, powered by local LLMs from Ollama, for free and offline embedding and inference. Key highlights include:
- Agentic-RAG: - Integrating GraphRAG's knowledge search method with an AutoGen agent via function calling.
- Offline LLM Support: - Configuring GraphRAG (local & global search) to support local models from Ollama for inference and embedding.
- Non-OpenAI Function Calling: - Extending AutoGen to support function calling with non-OpenAI LLMs from Ollama via Lite-LLM proxy server.
- Interactive UI: - Deploying Chainlit UI to handle continuous conversations, multi-threading, and user input settings.
- Medium Article: Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot Medium.com 📚