flâneur

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

microsoft.com · 1,756 words · saved by 1 readers

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

GraphRAG: New tool for complex data discovery now on GitHub - Microsoft Research Skip to main content Research Publications Code & data People Microsoft Research blog Artificial intelligence Audio & acoustics Computer vision Graphics & multimedia Human-computer interaction Human language technologies Search & information retrieval Data platforms and analytics Hardware & devices Programming languages & software engineering Quantum computing Security, privacy & cryptography Systems & networking Algorithms Mathematics Ecology & environment Economics Medical, health & genomics Social sciences Tech

saved by

related reading