Graph-based RAG organizes entities and relationships extracted from documents into a graph. Retrieval starts from question entities, follows edges, and gathers connected source passages.
It can connect facts spread across documents, but graph construction has a cost. Incorrect extracted edges can propagate into results, so source links need validation.
When to use
Use it for multi-hop questions whose evidence spans documents.