GraphRAG isn't quite a knowledge graph. It is a graph of document snippets with semantic relations but is not doing fact extraction nor can you do any reasoning over the structure itself.
This is a common issue I've seen from LLM projects that only kind-of understand what is going on here and try and separate their vector database w/ semantic edge information into something that has a formal name.
Comments
GraphRAG isn't quite a knowledge graph. It is a graph of document snippets with semantic relations but is not doing fact extraction nor can you do any reasoning over the structure itself.
This is a common issue I've seen from LLM projects that only kind-of understand what is going on here and try and separate their vector database w/ semantic edge information into something that has a formal name.