Graphs for RAG: Knowledge Graph and GraphRAG (GraphDB)

Introduction I introduced RAG for LLM inference in the previous post in this series. As I mentioned, RAG has some limitations, so there are several advanced methods to overcome them. One of the most well-known approaches is to utilize graphs. This post will cover what a Knowledge Graph is, how RAG