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

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What is data lineage? Tracking data through enterprise systems

Neo4j Text2Cypher: Analyzing model struggles and dataset improvements

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Solve scheduling problems with relationship coloring and Neo4j

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15 best graph visualization tools.

15 best graph visualization tools for your Neo4j graph database

Entity resolution

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What is entity resolution?

Win a $250 gift card: Build Conway’s Game of Life with GraphQL for AuraDB Beta

LLM knowledge graph builder—First release of 2025

Developer

Use Neo4j Parallel Spark Loader to improve large-scale ingestion jobs

Implement an automated report-generation agent with crewAI and Neo4j

Introduction to the Neo4j LLM knowledge graph builder

Integrate Qdrant and Neo4j to enhance your RAG pipeline