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  • Relations Need Declared Semantics

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  • Retrieval Ranking Balances Multiple Signals

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Concept

Hybrid Retrieval Combines Lexical, Vector, and Graph Signals

Lexical search captures exact terms, vectors capture semantic resemblance, and graph traversal captures structured relationships. Fusion should be evaluated against the task and preserve each signal's provenance.

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Updated 2026-08-13

Contributors are:

IY
Iman YeckehZaare
🏆 1

References


  • Microsoft GraphRAG — Graph Engineering Course Source

  • From Local to Global: A Graph RAG Approach to Query-Focused Summarization — Graph Engineering Course Source

  • NetworkX Documentation — Graph Engineering Course Source

Tags

AI Agent Graph Engineering

Graph Engineering for AI Agents

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