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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SQL to Cypher - 10 Queries You Already Know
You already know how to write these queries. This article shows you what they look like when the joins go away.
Six Degrees of Ayrton Senna: Learn Neo4j by Connecting 75 Years of Formula 1
Learn Neo4j and graph databases by building an F1 teammate network from real Formula 1 data and using Cypher to connect Max Verstappen to Juan Manuel Fangio.