Data & Analytics14 min
Graph-Augmented Retrieval vs Pure Vector Search: An Evaluation Method
Vector search alone struggles with multi-hop and entity-resolution questions. Here is how to combine Neptune or Neo4j with embeddings, and how to prove the added complexity pays.
David Chen · September 17, 2026