Whitepaper
Semantic GraphRAG: A Complete Overview
Published March 2025
The full story on Semantic GraphRAG — why knowledge graphs outperform vector-only RAG, the architecture behind Fluree’s approach, and how to put it into production.
What you’ll learn
- What Semantic GraphRAG is and why it outperforms vector-only RAG
- The architecture behind Fluree’s GraphRAG implementation
- How knowledge graphs improve grounding, traceability, and multi-hop reasoning
- Implementation considerations for enterprise teams
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