Microsoft Research Introduces GraphRAG: A Unique Machine Learning Approach that Improves Retrieval-Augmented Generation (RAG) Performance Using Large Language Model (LLM) Generated Knowledge Graphs

Microsoft Research introduces GraphRAG, an innovative method that improves Retrieval-Augmented Generation (RAG) performance by using LLM-generated knowledge graphs. GraphRAG outperforms baseline RAG in understanding complex information and making connections between unrelated data. It enhances the retrieval part of RAG by Show more