TutorialsPatternsField notes
Notes from the graph & GenAI frontier.
Tutorials, patterns and field notes on building GraphRAG systems, knowledge graphs and LLM agents on Neo4j — written by the people who build them.
Featured
Editor's Picks
Editor's pick
Introducing the New GraphAcademy
Our first full redesign since 2024 — with teams, a revamped Neo4j Fundamentals course, editable data models, and a new onboarding assistant.
Cypher
How Cypher Graph Types Kept Our AI-Generated Queries Honest During a Migration
We rebuilt GraphAcademy against the same Neo4j database. Graph types made sure AI-generated Cypher could not drift from the data model.
Aura
A Real Neo4j Instance for Every Learner
How GraphAcademy gives every learner their own running Neo4j database.
