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. 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. AI Agents Stay tuned for more coming! 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).

Topic	Replies	Views	Activity
About the Graph + AI category Graph + AI tensorflow , dl4j , keras , mxnet , graph2vec , embedding	1	1518	August 16, 2018
Using neo4j as both grpahical db and as vector db AI Agents	0	5	December 9, 2025
Model change related query Graph + AI cypher , ai-agents , neo4j-agents	1	36	December 3, 2025
Neo4j version question Graph + AI	3	41	November 8, 2025
Mcp server: neo4j official or neo4j-contrib Model Context Protocol (MCP) mcp	1	53	October 17, 2025
GraphRAG, GenAI GraphRAG	0	92	October 13, 2025
Help with Generating Knowledge Graph using SimpleKGPipeline Graph + AI	0	38	October 7, 2025
Founder of knowledge management system concept showcasing idea Graph + AI operations , knowledge-base	1	37	October 6, 2025
Does Neo4j host MCP servers I can use with my AuraDB? Graph + AI	1	25	October 4, 2025
Need help relating to mcp-neo4j-cypher Model Context Protocol (MCP) apoc , cypher	0	50	September 25, 2025
Problem defining a graph schema for the llm-graph-builder application GraphRAG schema , ollama	1	117	August 8, 2025
:writing_hand: Everything a Developer Needs to Know About MCP with Neo4j Model Context Protocol (MCP)	0	98	August 6, 2025
Prompting to improve LLM response to text2cypher retriever GraphRAG	5	132	August 4, 2025
Anyone with experience with langchain-neo4j Graph + AI performance , operations	3	59	July 23, 2025
Using Neo4j to Fine-Tune LLM Responses Based on Graph Context Graph + AI	0	52	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	52	June 30, 2025
GraphRAG Use Case at Scale: 20% Accuracy Lift with Qdrant + Neo4j-Like KG from Unstructured Text GraphRAG	0	83	June 27, 2025
Iframe neo4jbrowser in streamlit app Graph + AI	0	58	June 27, 2025
About similarity search and HNSW GraphRAG embedding , vector-index , node-embeddings , similarity-search , hnsw	0	66	June 26, 2025
About neo4j-graphrag-python package Graph + AI cypher , knowledge-base	0	38	June 26, 2025
In GraphRag - SimpleKGPipeline with config from_pdf=False is throwing error GraphRAG	0	60	June 17, 2025
GraphRAG implementation GraphRAG	0	90	June 9, 2025
Create Knowledge graph using LLM Graph + AI	0	89	June 5, 2025
Unexpected node and relationship inflation in a Neo4j schema GenAI performance	1	62	May 22, 2025
Neo4j MCP capabilities Model Context Protocol (MCP) performance	0	89	May 16, 2025
Ingesting JSON Data into into Neo4j and vector indexing GraphRAG	1	90	May 12, 2025
Vector indexing on multple properties GraphRAG vector-index , graphrag	0	61	April 30, 2025
Error with VetexAI embeddings GraphRAG graph-embeddings	0	50	April 25, 2025
Creating an Oracle SME Knowledge Graph Builder using SimpleKGPipeline, how to pass a prompt_template? AI Agents	0	38	April 21, 2025
ERROR:neo4j_graphrag.experimental.components.entity_relation_extractor:LLM response has improper format for chunk_index=5251 GraphRAG	1	152	April 14, 2025