GraphRAG addresses the limitations of traditional vector search by combining Retrieval-Augmented Generation (RAG) with a knowledge graph, which is a data structure representing real-world entities and their relationships.

Authors

• Person: Not available Organization: Neo4j
  How to Improve Multi-Hop Reasoning With Knowledge Graphs and ...
• Person: Not available Organization: Atlan
  Knowledge Graphs vs RAG: When to Use Each for AI in 2026 - Atlan

Sources

• How to Improve Multi-Hop Reasoning With Knowledge Graphs and ... neo4j.com Neo4j via serper
• Knowledge Graphs vs RAG: When to Use Each for AI in 2026 - Atlan atlan.com Atlan via serper

Referenced by nodes (4)

• Knowledge Graph concept
• Retrieval-Augmented Generation (RAG) concept
• RAG concept
• vector search concept