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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Connect Claude Code, Cursor, or VS Code to the GraphAcademy MCP server and take courses, verify challenges, and generate Neo4j code from your editor.

Our first full redesign since 2024 — with teams, a revamped Neo4j Fundamentals course, editable data models, and a new onboarding assistant.

The four modeling decisions behind an interactive d3.js hive plot of The Odyssey.

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The query trap that hides your newest data, and the query shape that brings it back.