Atlas · GenAI 2026
GraphRAG
Graph-based RAG combining knowledge graphs with vector retrieval for multi-hop reasoning
conceptPeak: 2024Knowledge GraphsAI consensus: 0/3
Prerequisites
No prerequisites.
Recommended reference
Edge et al. (2024) 'From Local to Global: A Graph RAG Approach' — arXiv:2404.16130; Microsoft paper
Notes from AI deep research
Anthropic Opus
Wieloetapowe wnioskowanie, ktore vector-only search nie pokrywa. Neo4j + Cypher + LLM
Related skills
- → is subcategory of: Retrieval-Augmented Generation(3/3)
- ← is part of: Knowledge Graphs(3/3)