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

New GraphAcademy course: Aura Fundamentals

US government building

From data chaos to clarity: How connected data can improve US government decision-making

A constellation of Orion represented as a graph with nodes and relationships.

GenAI

Advanced RAG techniques for high-performance LLM applications

Solve hard graph problems with Cypher 25

Find similar patient journeys with Neo4j Aura graph analytics

Analyze graphs directly in Snowflake — The wait is over

How a $28 part can bring down a $5M machine—and how GenAI stops it

Production-proofing your Neo4j Cypher MCP server

Going meta: Two years of knowledge graphs

Explore iterative refinement for Text2Cypher

Verify Neo4j Cypher queries with CyVer

Managing risk in a manufacturing plant with Neo4j Aura graph analytics