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KNOWLEDGE-GRAPHS-FOR-AI5 MIN READ

Build a GraphRAG Retrieval Path

Design a retrieval path that combines entity neighborhoods, community summaries, and source evidence.

Answer: Why are enterprise onboarding delays increasing, and which accounts illustrate the pattern? GraphRAG retrieval path: global summary for pattern, local neighborhood for evidence, citations for trust The common trap is asking one retrieval mode to do every job. Global summaries can be too abstract; local chunks can miss the cross-account pattern. Before Top-k vector search retrieves a few recent onboarding complaints and the model generalizes from them. After Community summaries identify recurring delay themes; local account neighborhoods retrieve tickets, product dependencies, and implementation notes as evidence. Classify the question This is a global pattern question with a local-evidence requirement.…

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