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	1768	June 11, 2018
Entity duplication when building a Neo4j GraphRAG pipeline, how do you handle it? Graph + AI performance , import	0	175	August 9, 2026
Graph model for tracing prompts, references, generated drafts, and human approvals Graph + AI	0	161	July 21, 2026
LOAD CSV + MERGE + OllamaEmbeddings? GraphRAG embedding	0	229	June 23, 2026
Problema com pesquisa no semântica usando embedding GraphRAG	0	216	June 20, 2026
Having Issues Configuring Custom Deployment for OpenAI , AI Agents apoc	1	353	May 26, 2026
How to use prompt templates when building MCP tools Model Context Protocol (MCP)	1	241	April 28, 2026
Create Knowledge graph using LLM Graph + AI	1	342	April 27, 2026
GraphRAG, GenAI GraphRAG	1	403	April 27, 2026
📹 Building Context Graphs for AI Agents with WIll Lyons Context Engineering	1	391	April 11, 2026
Suggestions on how to improve 2 layer fixed architecture? GraphRAG knowledge-base , rag	1	288	March 18, 2026
Access blocked to LLM Graph Builder ("neo4j-dev can only be used within its organization") Graph + AI	1	253	March 12, 2026
How to get accurate retrieval process with less latency with huge network in neo4j? GraphRAG performance , operations	1	311	March 12, 2026
[Showcase] Industrial GraphRAG: A Visual P&ID Editor to Build Physics-Aware Knowledge Graphs (Open Source) Graph + AI cypher	1	429	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	327	February 26, 2026
Hands On Context Graph Blog and Demo: Financials Services Use Case Context Engineering	1	269	February 18, 2026
:movie_camera: Recording: Context Engineering Techniques for AI Americas Context Engineering context-engineering	1	379	February 18, 2026
Any suggestion for custom GUI to maintain neo4j data consistently? GraphRAG ui	1	316	February 16, 2026
Using neo4j as both grpahical db and as vector db AI Agents	1	283	February 11, 2026
Neo4J agent with Ollama Graph + AI cypher , ollama	1	381	February 11, 2026
NEW RELEASE: Aura Agent – AI Agents from Your AuraDB Knowledge Graphs Aura Agent llm , genai , ai-agents	1	370	February 10, 2026
Security of Neo4j databases are ensured Graph + AI performance , operations	1	202	December 28, 2025
Can Neo4j facilitate Entity Relationships to Neo4j via AI? GenAI	0	177	December 6, 2025
Model change related query Graph + AI cypher , ai-agents , neo4j-agents	1	293	December 3, 2025
Neo4j version question Graph + AI	3	260	November 8, 2025
Mcp server: neo4j official or neo4j-contrib Model Context Protocol (MCP) mcp	1	379	October 17, 2025
Help with Generating Knowledge Graph using SimpleKGPipeline Graph + AI	0	237	October 7, 2025
Founder of knowledge management system concept showcasing idea Graph + AI operations , knowledge-base	1	303	October 6, 2025
Does Neo4j host MCP servers I can use with my AuraDB? Graph + AI	1	285	October 4, 2025
Need help relating to mcp-neo4j-cypher Model Context Protocol (MCP) apoc , cypher	0	276	September 25, 2025