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Advanced knowledge retrieval combining Vector Search with Knowledge Graphs for deep context understanding.

Install Skill

1Download skill
2Enable skills in Claude

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SKILL.md

name hybrid-graphrag
description Advanced knowledge retrieval combining Vector Search with Knowledge Graphs for deep context understanding.
license MIT
compatibility claude-code, codex, cursor
metadata [object Object]

Hybrid GraphRAG

Next-generation retrieval combining vectors and graphs.

Architecture

Query → [Vector Search] + [Graph Traversal] → [Merged Context] → Answer
              ↓                    ↓
        [Qdrant]            [Neo4j]

Capabilities

  • graph_traversal: Navigate knowledge graph
  • entity_extraction: Identify entities in text
  • relationship_mapping: Build entity relationships
  • hybrid_search: Combined vector + graph search