neo4j

37 articles tagged with “neo4j”

graphs

Ontology in a graph database is not an academic exercise — it is the difference between a graph that answers questions and a graph that is a tangled

graphs

Neo4j's core protocol has settled on Bolt as the primary wire protocol since version 4.0, unifying how drivers communicate with the database regardle

graphs

## Beyond the Black Box: Engineering Context for AI with Knowledge Graphs **Tags:** trending, knowledge graphs, context engineering, GraphRAG, LLMs,

graphs

## Why Graph Theory? Graphs aren't abstract math — they're everywhere in software: - **Social networks:** Friend graphs, follow graphs, recommendat

graphs

## The Problem with Vanilla RAG Retrieval-augmented generation (RAG) solved a real problem: LLMs hallucinate when asked about facts not in their tra

graphs

Neo4j and AI are a natural pairing. Graph databases excel at storing and traversing relationships — exactly what LLMs struggle with. By using Neo4j a