Lightlines
By neo4j-contrib

neo4j-graphrag-skill

neo4j-contrib1k installs

Build answers grounded in your Neo4j graph.

What it does

Guides the creation of Neo4j retrieval pipelines that combine graph context with language-model answers.

When to use it

Use when building GraphRAG pipelines, selecting retrievers, writing graph-expansion queries, or debugging retrieval quality.

How to use it

Give it a project and the retrieval pipeline you want; it helps implement retriever selection, graph queries, and language-model wiring.

What you provide

  • An existing project

Uses

Latest review

What you need · 6

Requires Python 3.10 or newer.

The guide is about the neo4j-graphrag Python package; SKILL.md describes version 1.22.0 or newer.


Access · 2

This skill

Neo4j

Write

Creates Neo4j search indexes

OpenAI

Write

Sends queries to OpenAI models