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.
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Thinking in Graphs: Modelling the 2026 World Cup as a Property Graph
Learn how to model the 2026 World Cup as a Neo4j property graph, from first principles to a production ready schema.
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.
Writing Cypher Queries That Don't Lose Your Data
The query trap that hides your newest data, and the query shape that brings it back.
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Writing and Reading the 2026 World Cup Data with Cypher
Load the 48 teams of the 2026 World Cup into a free AuraDB instance and query them back, learning the core of Cypher from first principles.
Thinking in Graphs: Modelling the 2026 World Cup as a Property Graph
Learn how to model the 2026 World Cup as a Neo4j property graph, from first principles to a production ready schema.