{
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 "headline": "GraphRAG, Explained: When a Knowledge Graph Beats Vector Search",
 "description": "GraphRAG in plain words: how graph-based retrieval works, how it differs from vector RAG, when each wins, what it costs — and why a linked Notion workspace is already half a knowledge graph.",
 "image": "https://ivgraph.com/assets/img/screen/grid/dense-graph-topview-640w.webp",
 "datePublished": "2026-10-11",
 "dateModified": "2026-10-11",
 "author": {
  "@id": "https://ivgraph.com/graph/author.json#andrii"
 },
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  "@id": "https://ivgraph.com/journal/graph-rag/"
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