graphrag-patterns - GraphRAG Patterns for Neo4j RAG Workflows
Implementation patterns for GraphRAG including hybrid search, Text2Cypher, and agentic retrieval with Neo4j
Tags
Updated: 2026-03-10Capabilities
Typical Inputs
Typical Outputs
What this skill does
- search articles by vector
- search articles by keyword
- execute Cypher query
- generate Cypher query
- classify retrieval strategy
- retrieve related articles
- expand search results
- generate stepback question
- evaluate retrieval metrics
Inputs
- Neo4j database driver
- query text
- embeddings model
- LLM
- few-shot examples
- evaluation dataset
Outputs
- retrieved documents
- Cypher query results
- retrieval strategy
- enriched search results
- evaluation metrics
- stepback question
Requirements
- Neo4j database
- Neo4j driver
- LLM support
- embeddings support
- graph database access