Basic RAG techniques retrieve isolated pieces of information using vector search, whereas GraphRAG utilizes a knowledge graph to understand how facts are linked.

Authors

• Person: Not available Organization: Neo4j
  How to Improve Multi-Hop Reasoning With Knowledge Graphs and ...

Sources

• How to Improve Multi-Hop Reasoning With Knowledge Graphs and ... neo4j.com Neo4j via serper

Referenced by nodes (3)

• Knowledge Graph concept
• RAG concept
• vector search concept