Shypd.aiThe largest open index of AI toolsAutogen_GraphRAG_Ollama is an AI Agents & Automation tool that integrates GraphRAG with AutoGen agents, powered by local LLMs from Ollama. It provides fully local and free multi-agent RAG capabilities for offline embedding and inference.
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Autogen_GraphRAG_Ollama is a powerful application that combines Microsoft's GraphRAG with AutoGen agents, utilizing local LLMs from Ollama for entirely free and offline embedding and inference. This setup creates a multi-agent RAG superbot, enhancing knowledge search through an agentic-RAG approach via function calling. A key differentiator is its support for offline LLMs, configuring GraphRAG for both local and global search with Ollama models. It extends AutoGen to facilitate function calling with non-OpenAI LLMs through a Lite-LLM proxy server. The tool also features an interactive Chainlit UI, designed for continuous conversations, multi-threading, and customizable user input settings, making it a comprehensive solution for local multi-agent RAG.
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Open Source · Free
Free
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