Graph Retrieval

You can enhance a vector retrieverA component that searches a data source and returns the information relevant to a query. Often used to provide context for a language model. using GraphRAGRetrieval-augmented generation whose context comes from a knowledge graph, so the model can follow the relationships between facts. to include additional context.

In this lesson, you will update the vector retriever to retrieve additional metadata from the graph after the similarity search.