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

The GraphRAG Manifesto.

The GraphRAG manifesto: Adding knowledge to GenAI

IDJC election graph.

News

How election researchers use graph technology to fight disinformation

Implementing ‘from local to global’ GraphRAG with Neo4j and LangChain: Constructing the graph

Developer

Graph app restrictions on Neo4j Desktop 1.6.0

GraphRAG in (almost) pure Cypher

Mix and batch: a technique for fast, parallel relationship loading in Neo4j

Graph exploration by all MEANS with mongo2neo4j and SemSpect

How GenAI provides deep understanding with knowledge graphs

Customize Property Graph Index in LlamaIndex.

Customizing property graph index in LlamaIndex

A brief history of SQL and the rise of graph queries

LLM Knowledge Graph Builder: From zero to GraphRAG in five minutes

Get Started With GraphRAG: Neo4j Ecosystem Tools

Get started with GraphRAG: Neo4j’s ecosystem tools