Neo4j blog

Agentic AI

The knowledge layer for enterprise AI

A manifesto for context-rich enterprise AI

Chart of the knowledge layer comprising ontologies, data, and memory

Scaling Karpathy’s LLM wiki: Why your knowledge base needs a graph

Independent study: GraphRAG makes AI agents 80% more truthful

Context graph diagram illustrating decision traces for AI agents

Agentic AI

What are decision traces in a context graph? How they reveal agentic reasoning

Featured voices

Emil Eifrem

CEO & Founder, Neo4j

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Sudhir Hasbe

Chief Product Officer, Neo4j

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Philip Rathle

Chief Technology Officer, Neo4j

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Most recent

Learn How Relational Database vs. Graph Database Data Modeling Compare and Contrast

RDBMS & Graphs: Relational vs. graph data modeling

Catch This Week’s 5-Minute Interview with Matthew Harris, CTO of Patheer

Cypher & GQL

The 5-minute interview: Matthew Harris, CTO of Patheer

Learn How Artfinder Uses Neo4j for a Real-Time Recommendation Engine of Original Artwork

Your perfect mix tape for original art: Artfinder + Neo4j [Community Post]

Watch Stefan Armbruster’s Presentation on the Best (and Worst) Practices for Using Neo4j

Cypher & GQL

Welcome to the dark side: Neo4j worst practices (& how to avoid them)

Learn about the New Milestone 1 Release of Spring Data Neo4j 4.1 and the Neo4j-OGM

New release: Spring Data Neo4j 4.1 milestone 1

Learn the Basics of Graph Databases for the Relational (RDBMS) Developer

Graph database

RDBMS & graphs: Graph basics for the relational developer

Catch This Week’s 5-Minute Interview with Mark Joslin, CTO of Maslow

The 5-minute interview: Mark Joslin, CTO of Maslow

Explore All of the Great Articles & Blog Posts Created by the Neo4j Community in January 2016

From the Neo4j community: January 2016

Learn How to Build a Turing Machine via Tree Graphs of Code in This Series on Microservices

Cypher & GQL

An automated market of Cypher-annotated microservices, part 4 [Community Post]

Learn Why Relational Databases (RDBMS) Aren’t Enough to Tackle Today’s Connected Data Challenges

Graph database

RDBMS & graphs: Why relational databases aren’t always enough

Catch This Week’s 5-Minute Interview with Bert Spaan, Space/Time Directory Engineer at the New York Public Library

The 5-minute interview: Bert Spaan, New York Public Library

Learn Everything You Need to Know for Successful Graph Data Modeling in This Webinar by Mark Needham

Everything you need to know for graph data modeling success