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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Getting started with the GraphAcademy MCP server
Connect Claude Code, Cursor, or VS Code to the GraphAcademy MCP server and take courses, verify challenges, and generate Neo4j code from your editor.
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.
How to redeem Aura credits from an event
Got an activation code at an event? Redeem it in the Aura console in a few steps and apply the credits to your billing account.
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How to redeem Aura credits from an event
Got an activation code at an event? Redeem it in the Aura console in a few steps and apply the credits to your billing account.
From Neo4j Graph to Interactive Hive Plot: Modeling Graph Data for d3.js
The four modeling decisions behind an interactive d3.js hive plot of The Odyssey.
My five favorite cards in Aura Dashboards
When Dashboards first became available in Aura, I started to move my reporting away from custom tools. Here are the five cards I use the most, and a Cypher statement behind them.
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.
EPIC: The Musical vs Nolan's The Odyssey - One Story, Visualised as a Graph
How does Christopher Nolan's film compare to EPIC: The Musical? I mapped every plot thread and character of Homer's poem in a graph database to find out.
A Real Neo4j Instance for Every Learner
How GraphAcademy gives every learner their own running Neo4j database.