RAG

TL;DR If you just want to see the conclusion, skip to the Summary . Please note that the content discussed here is only guaranteed to work for version 0.3.2. Other versions have not been tested. Introduction GraphRAG is a new Retrieval-Augmented Generation (RAG) technology released by Microsoft. Unlike the usual RAG approach, which breaks text into chunks, vectorizes them, and stores them in a vector store, and then compares the similarity by vectorizing the user’s query, GraphRAG extracts information from text and builds a Knowledge Graph. This approach has the advantage of better understanding the complex relationships between different documents. ...