When RAG Hallucinates Numbers: Graph-RAG for Precise Answers

RAG vs GraphRAG: When Agents Hallucinate Answers

Blog post with detailed walkthrough and code examples

RAG vs GraphRAG: Cuando los agentes alucinan respuestas

Version en espanol del blog post

Demo: Graph-RAG vs RAG

Codigo completo del demo con Neo4j y 515K reviews de hoteles

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Presentation Deck (PDF)

Slides from the talk

MetaRAG: Meta-analysis of RAG failure modes

Research on hallucination detection in RAG systems

RAG-KG-IL: RAG with Knowledge Graph Integration

Research on integrating knowledge graphs with RAG