Neo4j blog

Introducing Neo4j GraphAware Financial Crime Intelligence

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

8 min read

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

10 min read

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

19 min read

Independent study: GraphRAG makes AI agents 80% more truthful

4 min read

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

Hey LLM, you’re using OPTIONAL MATCH wrong. Here’s the Cypher that actually works.

9 min read
Agentic architecture is the system design that enables agentic systems to work efficiently towards the goal.

What is agentic AI architecture? Common patterns and when to use them

10 min read

What is GraphRAG?

12 min read

The data strategy that makes truly personalized customer experiences possible

9 min read
Visualization of how Neo4j Graph Intelligence reveals hidden patterns in massive datasets

How graph intelligence drives breakthroughs in science and society

5 min read

Finding the fastest way out: How Dijkstra’s algorithm finds shortest paths

5 min read
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How graph and AI take us from dashboards to continuous decisions

5 min read

Neo4j and the data ecosystem

14 min read

What are agentic workflows? Design patterns & when to use them

12 min read

Beyond the lakehouse: Why your Microsoft Fabric strategy needs Neo4j graph intelligence

3 min read

Structured AI with Neo4j

17 min read

Context graphs and AI memory across the globe

8 min read