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

Running Neo4j on a Commodore 64

36 min read

Introducing concurrent writes to Cypher subqueries

9 min read

Create a Neo4j GraphRAG workflow using LangChain and LangGraph

15 min read

Enriching vector search with graph traversal using the GraphRAG Python package

7 min read

Ingesting documents simultaneously to Neo4j & Milvus

6 min read

Integrating Microsoft GraphRAG into Neo4j

22 min read

Entity linking and relationship extraction with Relik in LlamaIndex

8 min read

Easy local Neo4j cluster setup using k3d and K3s on Mac in 10 minutes

6 min read

Build a knowledge graph-based agent with Llama 3.1, NVIDIA NIM, and LangChain

7 min read

Using embeddings to represent string edit distance in Neo4j

8 min read

Graph databases offer a deeper understanding of organizational risk

7 min read

Visualizing graph data with Neo4j Bloom

14 min read