Neo4j GraphRAG

Neo4j's official GraphRAG toolkit — Python library + reference patterns for building retrieval-augmented generation against a knowledge graph. The mature pick for enterprises already running Neo4j.

By Fredoline Eruo·Last verified May 6, 2026·1,500 GitHub stars

Overview

Neo4j's official GraphRAG toolkit — Python library + reference patterns for building retrieval-augmented generation against a knowledge graph. The mature pick for enterprises already running Neo4j.

Stack & relationships

How Neo4j GraphRAG relates to other entries in the catalog — recommended pairings, alternatives, dependencies, and edges to avoid. Each edge carries a one-line operator note from our editorial team.

Neo4j GraphRAG ↔ ecosystem

Works with

Works with
Graphiti (Zep)
Graphiti uses Neo4j as its graph store. The GraphRAG patterns Neo4j ships are upstream of how Graphiti structures memory.

Depends on

Depends on
Graphiti (Zep)
Graphiti uses Neo4j as its graph store. The GraphRAG patterns Neo4j ships are upstream of how Graphiti structures its memory.