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GraphRAG: New tool for complex data discovery now on GitHub - Microsoft Research

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By Darren Edge , Senior Director Ha Trinh , Senior Data Scientist Steven Truitt , Principal Program Manager Jonathan Larson , Senior Principal Data Architect Share this page Earlier this year, we introduced GraphRAG (opens in new tab) , a graph-based approach to retrieval-augmented generation (RAG) that enables question-answering over private or previously unseen datasets. Today, we’re pleased to announce that GraphRAG is now available on GitHub (opens in new tab) , offering more structured information retrieval and comprehensive response generation than naive RAG approaches. The GraphRAG code repository is complemented by a solution accelerator (opens in new tab) , providing an easy-to-use API experience hosted on Azure that can be deployed code-free in a few clicks. GraphRAG uses a large language model (LLM) to automate the extraction of a rich knowledge graph from any collection of text documents. One of the most exciting features of this graph-based data index is its ability to

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