Neo4j blog

Introducing Neo4j GraphAware Financial Crime Intelligence

Move from fragmented data to connected intelligence, for better detection, deeper investigations, and defensible decisions.

Vector RAG vs. GraphRAG: Which retrieval do you need?

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

Independent study: GraphRAG makes AI agents 80% more truthful

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

Graphiti: Knowledge graph memory for an agentic world

Top 10 graph database use cases (with real-world case studies)

Modeling agent memory

LLM knowledge graph builder front-end architecture

Is traditional SaaS behind us? The Graph + GenAI revolution

graph database vs. relational database

Graph database

Graph database vs. relational database: What’s the difference?

How to Build a Knowledge Graph

Knowledge graph

How to build a knowledge graph in 7 steps

Function calling in agentic workflows

Automate start and stop of Neo4j AuraDB instances using GitHub Actions

Building knowledge graphs with Claude and Neo4j: A no-code MCP approach

Knowledge graph extraction and challenges

Build AI agents with Google’s MCP toolbox and Neo4j knowledge graphs