Most GraphRAG systems today are built with at least two storage layers.

One system stores vectors.
Another system stores relationships.

The vector database answers questions like:


Which chunks, entities, documents, or concepts are semantically close to this query?


The graph database answers questions like:


How are these entities connected,...