GraphAcademy
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.

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Editor's Picks

Editor's pick

Traversing Relationships in the 2026 World Cup

Traverse the full 2026 World Cup in Neo4j to build group tables, a golden-boot ranking, and the champions' path, using multi-hop Cypher, WITH pipelines, and aggregation.

AOAlfred Oti
Aug 26, 2026 10 minRead post

Loading 2026 World Cup Data with Cypher

Load all 104 matches and every goal of the 2026 World Cup from open data into AuraDB, using constraints and idempotent Cypher you can re-run confidently.

AOAlfred OtiAug 25, 2026 — 10 min read

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.

Adam CowleyAdam CowleyJun 30, 2026 — 4 min read

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