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neo4j

38 articles tagged with “neo4j”

knowledge-graphsgraphragcypherneo4jgraph-databasegraph-algorithms
graphs
· ~16 min read

Ontology in Graph Databases: Lessons from Building a Medical Diagnostics Knowledge Graph

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
· ~9 min read

Neo4j Database Adapters Compared: Official and Community Drivers Across Every Major Language

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
· ~6 min read

Knowledge Graphs and Context: Engineering GraphRAG for Production AI

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

graphs
· ~6 min read

Graph Theory for Software Engineers: Practical Concepts

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

graphs
· ~8 min read

Introduction to GraphRAG: Combining Knowledge Graphs with RAG

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

graphs
· ~5 min read

Neo4j + AI: Building Intelligent Applications with Knowledge 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