Combine text extraction, network analysis, and LLM prompting and summarization for improved RAG accuracy
I am always intrigued by new approaches to implementing Retrieval-Augmented Generation (RAG) over graphs, often called GraphRAG. However, it seems that everyone has a different implementation in mind when they hear the term GraphRAG. In this blog post, we will dive deep into the “From Local to Global GraphRAG ” article and implementation by Microsoft researchers. We will cover the knowled...
Read it: Implementing ‘From Local to Global’ GraphRAG with Neo4j and LangChain: Constructing the Graph