#Neo4j

Articles tagged with "Neo4j"

2 articles
ai-development
November 26, 2025

GraphRAG vs Vector RAG: Choosing the Right Retrieval for Your Agent

GraphRAG and vector RAG solve different retrieval problems. A production comparison of cost, latency, and answer quality — and the hybrid pattern we ship.

Ostap Kovalisko

Founder & AI Systems Architect

7 min read
GraphRAGRAGVector Search
ai-development
November 13, 2025

Neo4j Knowledge Graphs for AI Agents: When Vectors Aren't Enough

Vector search finds similar text. Knowledge graphs find connected facts. How we use Neo4j alongside 38,000 embeddings to answer relationship questions.

Ostap Kovalisko

Founder & AI Systems Architect

8 min read
Neo4jKnowledge GraphAI Agents