Graph + AI

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). Context Engineering Aura Agent AI Agents Stay tuned for more coming! 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.

Topic	Replies	Views	Activity
About the Graph + AI category Graph + AI tensorflow , dl4j , keras , mxnet , graph2vec , embedding	1	1588	August 16, 2018
Suggestions on how to improve 2 layer fixed architecture? GraphRAG knowledge-base , rag	1	41	March 18, 2026
Access blocked to LLM Graph Builder ("neo4j-dev can only be used within its organization") Graph + AI	1	44	March 12, 2026
How to get accurate retrieval process with less latency with huge network in neo4j? GraphRAG performance , operations	1	50	March 12, 2026
[Showcase] Industrial GraphRAG: A Visual P&ID Editor to Build Physics-Aware Knowledge Graphs (Open Source) Graph + AI cypher	1	109	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	42	February 26, 2026
Hands On Context Graph Blog and Demo: Financials Services Use Case Context Engineering	1	38	February 18, 2026
:movie_camera: Recording: Context Engineering Techniques for AI Americas Context Engineering context-engineering	1	93	February 18, 2026
Any suggestion for custom GUI to maintain neo4j data consistently? GraphRAG ui	1	40	February 16, 2026
Using neo4j as both grpahical db and as vector db AI Agents	1	51	February 11, 2026
Neo4J agent with Ollama Graph + AI cypher , ollama	1	53	February 11, 2026
NEW RELEASE: Aura Agent – AI Agents from Your AuraDB Knowledge Graphs Aura Agent llm , genai , ai-agents	1	64	February 10, 2026
Security of Neo4j databases are ensured Graph + AI performance , operations	1	31	December 28, 2025
Can Neo4j facilitate Entity Relationships to Neo4j via AI? GenAI	0	30	December 6, 2025
Model change related query Graph + AI cypher , ai-agents , neo4j-agents	1	62	December 3, 2025
Neo4j version question Graph + AI	3	61	November 8, 2025
Mcp server: neo4j official or neo4j-contrib Model Context Protocol (MCP) mcp	1	74	October 17, 2025
GraphRAG, GenAI GraphRAG	0	137	October 13, 2025
Help with Generating Knowledge Graph using SimpleKGPipeline Graph + AI	0	61	October 7, 2025
Founder of knowledge management system concept showcasing idea Graph + AI operations , knowledge-base	1	46	October 6, 2025
Does Neo4j host MCP servers I can use with my AuraDB? Graph + AI	1	50	October 4, 2025
Need help relating to mcp-neo4j-cypher Model Context Protocol (MCP) apoc , cypher	0	85	September 25, 2025
Problem defining a graph schema for the llm-graph-builder application GraphRAG schema , ollama	1	193	August 8, 2025
:writing_hand: Everything a Developer Needs to Know About MCP with Neo4j Model Context Protocol (MCP)	0	109	August 6, 2025
Prompting to improve LLM response to text2cypher retriever GraphRAG	5	142	August 4, 2025
Anyone with experience with langchain-neo4j Graph + AI performance , operations	3	88	July 23, 2025
Using Neo4j to Fine-Tune LLM Responses Based on Graph Context Graph + AI	0	70	July 8, 2025
How to use neo4j with text documents? I need a complete flow of instructions and reference code to know how can i create graph representation of my documents and how to perform RAG on it Graph + AI knowledge-base	0	58	June 30, 2025
GraphRAG Use Case at Scale: 20% Accuracy Lift with Qdrant + Neo4j-Like KG from Unstructured Text GraphRAG	0	104	June 27, 2025
Iframe neo4jbrowser in streamlit app Graph + AI	0	72	June 27, 2025