AI + Graph

Build graph-aware AI with knowledge graphs, GraphRAG context, and MCP-powered agents

Developer Center > AI + Graph
AI Agents GraphRAG Model Content Protocol (MCP) Knowledge Graphs

GraphRAG

Neo4j & GenerativeAI Fundamentals

Learn how Neo4j and GraphRAG can support your Generative AI projects

Take Course
Essential GraphRAG

Build Knowledge Graphs That Enable AI-Driven Enterprise

Download Book
RAG Tutorial

How to Build a RAG System on a Knowledge Graph

Read Blog

Model Content Protocol (MCP)

MCP Integrations for the Neo4j Graph Database
Learn Here
Neo4j MCP Servers: Your LLM’s Direct Link to Graph Data
Watch Video
Official Neo4j MCP Server

Set up Neo4j as an MCP-compatible data source for AI workflows

Try Code

Knowledge Graphs

Building Knowledge Graphs with LLMs

Convert unstructured data into knowledge graphs.

Take Course
Neo4j Knowledge Graph Builder

Extract Nodes and Relationships from Unstructured Text

Try Here
The Developer’s Guide: How to Build a Knowledge Graph

A guided walkthrough to building your first knowledge graph

Download Here

Neo4j
Documentation

Explore comprehensive docs, examples, and step-by-step guides, product documentation to help you design, query, and deploy with Neo4j confidently.

Developer
Blog

Learn directly from Neo4j engineers and community contributors as they share practical tips, design patterns, performance tuning advice, and real-world graph use cases.

Neo4j
Community

Ask questions, exchange solutions, and collaborate with developers building real graph-powered applications. Join discussions, share your expertise, and learn from a global network of graph practitioners.