server
Open source
free (Community) + Enterprise + AuraDB cloud

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 Jun 12, 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.

Pros

  • Battle-tested graph engine underneath
  • Excellent Cypher tooling
  • Enterprise support contracts

Cons

  • Neo4j ops overhead
  • Less integrated with agent loops than Mem0g/Letta

Compatibility

Operating systems
macOS
Linux
Windows
Docker
GPU backends
n/a
LicenseOpen source · free (Community) + Enterprise + AuraDB cloud

Runtime health

Operator-grade signals on how actively Neo4j GraphRAG is being maintained, how fresh its measurements are, and what failure classes operators have flagged. Every label below is anchored to a real date or count — we never infer maintainer activity we can't show.

Release cadence

Derived from the most recent editorial signal on this row.

Active
Updated Jun 12, 2026

8 days since last refresh · source: lastUpdated

Benchmark freshness

How recent the editorial measurements on this runtime are.

0editorial benchmarks

No editorial benchmarks for this runtime yet.

Community reproduction

Submissions that match an editorial measurement on similar hardware.

0reproduced reports

No community reproductions on file yet.

Get Neo4j GraphRAG

Official site
https://neo4j.com/labs/genai-ecosystem/graphrag/
GitHub
https://github.com/neo4j/neo4j-graphrag-python

Frequently asked

Is Neo4j GraphRAG free?

Yes — Neo4j GraphRAG is free to use and open-source; some tiers or hosted options are paid.

What operating systems does Neo4j GraphRAG support?

Neo4j GraphRAG supports macOS, Linux, Windows, Docker.

Does Neo4j GraphRAG need a GPU?

No — Neo4j GraphRAG runs on CPU; it does not require or use a GPU.

Reviewed by RunLocalAI Editorial. See our editorial policy for how we evaluate tools.

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Before you buy

Verify Neo4j GraphRAG runs on your specific hardware before committing money.

Will it run on my hardware? →Custom hardware comparison →GPU recommender (4 questions) →