Graph RAG: Retrieval Augmented Generation Meets Knowledge Graphs

Posted on Sun 12 July 2026 in GenAI • Tagged with GenAI, LLM, RAG, Knowledge Graphs, GraphRAG

Standard RAG retrieves chunks of text and hands them to an LLM. Graph RAG retrieves a structured slice of a knowledge graph instead — entities, relationships, and the paths between them. That shift changes what kinds of questions the system can actually answer.

Why vector search runs out of road

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