Why it matters
Graph RAG handles multi-hop reasoning. Understanding shapes complex RAG.
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The architecture
Extract: entities + relations.
Store: Neo4j or similar.
Query: graph traversal + text retrieval.
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How it works end to end
Extraction: LLM identifies entities + relations.
Store: property graph.
Query: match entities → traverse.
Combine with text chunks.