Graph + AI

GraphRAG GraphRAG: Retrieval-Augmented Generation with Neo4j Use this subcategory to ask questions, share ideas, or get help building RAG-powered applications and discuss how to connect LLMs to your graph data for smarter, more context-aware AI. Context Engineering Model Context Protocol (MCP) Explore how the Model Context Protocol enables seamless interaction between LLMs and external systems like Neo4j using structured interfaces. GenAI With the breakthrough of large language models, adding generative AI capabilities to your applications is now possible for every developer. Neo4j’s knowledge graph grounds LLM responses in validated facts using retrieval augmented generation (RAG). AI Agents Stay tuned for more coming! Aura Agent

Topic	Replies	Views	Activity
About the Graph + AI category Graph + AI tensorflow , dl4j , keras , mxnet , graph2vec , embedding	0	1790	June 11, 2018
Entity duplication when building a Neo4j GraphRAG pipeline, how do you handle it? Graph + AI performance , import	0	191	August 9, 2026
Graph model for tracing prompts, references, generated drafts, and human approvals Graph + AI	0	177	July 21, 2026
LOAD CSV + MERGE + OllamaEmbeddings? GraphRAG embedding	0	242	June 23, 2026
Problema com pesquisa no semântica usando embedding GraphRAG	0	231	June 20, 2026
Having Issues Configuring Custom Deployment for OpenAI , AI Agents apoc	1	372	May 26, 2026
How to use prompt templates when building MCP tools Model Context Protocol (MCP)	1	264	April 28, 2026
Create Knowledge graph using LLM Graph + AI	1	369	April 27, 2026
GraphRAG, GenAI GraphRAG	1	424	April 27, 2026
📹 Building Context Graphs for AI Agents with WIll Lyons Context Engineering	1	412	April 11, 2026
Suggestions on how to improve 2 layer fixed architecture? GraphRAG knowledge-base , rag	1	314	March 18, 2026
Access blocked to LLM Graph Builder ("neo4j-dev can only be used within its organization") Graph + AI	1	275	March 12, 2026
How to get accurate retrieval process with less latency with huge network in neo4j? GraphRAG performance , operations	1	337	March 12, 2026
[Showcase] Industrial GraphRAG: A Visual P&ID Editor to Build Physics-Aware Knowledge Graphs (Open Source) Graph + AI cypher	1	466	March 12, 2026
Hi I am developing graphRAG with Neo4J and Ollama. How to create finalanswer with the result? Graph + AI cypher , knowledge-base	1	353	February 26, 2026
Hands On Context Graph Blog and Demo: Financials Services Use Case Context Engineering	1	290	February 18, 2026
:movie_camera: Recording: Context Engineering Techniques for AI Americas Context Engineering context-engineering	1	418	February 18, 2026
Any suggestion for custom GUI to maintain neo4j data consistently? GraphRAG ui	1	337	February 16, 2026
Using neo4j as both grpahical db and as vector db AI Agents	1	302	February 11, 2026
Neo4J agent with Ollama Graph + AI cypher , ollama	1	405	February 11, 2026
NEW RELEASE: Aura Agent – AI Agents from Your AuraDB Knowledge Graphs Aura Agent llm , genai , ai-agents	1	402	February 10, 2026
Security of Neo4j databases are ensured Graph + AI performance , operations	1	223	December 28, 2025
Can Neo4j facilitate Entity Relationships to Neo4j via AI? GenAI	0	188	December 6, 2025
Model change related query Graph + AI cypher , ai-agents , neo4j-agents	1	316	December 3, 2025
Neo4j version question Graph + AI	3	287	November 8, 2025
Mcp server: neo4j official or neo4j-contrib Model Context Protocol (MCP) mcp	1	418	October 17, 2025
Help with Generating Knowledge Graph using SimpleKGPipeline Graph + AI	0	251	October 7, 2025
Founder of knowledge management system concept showcasing idea Graph + AI operations , knowledge-base	1	327	October 6, 2025
Does Neo4j host MCP servers I can use with my AuraDB? Graph + AI	1	306	October 4, 2025
Need help relating to mcp-neo4j-cypher Model Context Protocol (MCP) apoc , cypher	0	291	September 25, 2025