Neo4j GraphRAG Skill

When to Use

• Building GraphRAG retrieval pipelines with neo4j-graphrag Python package
• Choosing between VectorRetriever, HybridRetriever, VectorCypherRetriever, HybridCypherRetriever
• Writing retrieval_query Cypher fragments for graph-augmented context
• Wiring retriever + LLM into a GraphRAG pipeline
• Using LLM-routed multi-retriever with ToolsRetriever
• Debugging low retrieval quality
• Integrating Neo4j with LangChain, LlamaIndex, or Haystack

When NOT to Use