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AI & Machine Learning · Advanced

GraphRAG

RAG that uses a knowledge graph of entities and relationships to retrieve connected information.

Definition

GraphRAG extracts entities and relations into a graph, enabling multi-hop and global questions that chunk-based vector search handles poorly. Amazon Bedrock Knowledge Bases supports GraphRAG with Neptune Analytics.

Exam tip

Choose GraphRAG for multi-hop questions about relationships between entities.

Related terms