AI Engineering

Graph RAG with Neo4j: Entity Resolution & Knowledge Graph Embeddings for LLMs

An advanced AI architecture guide to Graph RAG. We analyze property graph data modeling in Neo4j, LLM entity extraction pipelines, Cypher query generation, and resolving multi-hop relational context that vector search misses.

Sachin Sharma
Sachin SharmaCreator
Sep 2, 2026
2 min read
Graph RAG with Neo4j: Entity Resolution & Knowledge Graph Embeddings for LLMs
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An advanced AI architecture guide to Graph RAG. We analyze property graph data modeling in Neo4j, LLM entity extraction pipelines, Cypher query generation, and resolving multi-hop relational context that vector search misses.

Sachin Sharma

Sachin Sharma

Software Developer & Mobile Engineer

Building digital experiences at the intersection of design and code. Sharing weekly insights on engineering, productivity, and the future of tech.