UNLOCK the Power of Graph Agents with Neo4J and n8n

The AI Automators β€’ October 23, 2025
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πŸ‘‰ Get our n8n GraphAgent workflows and learn how to customize them, in our community https://www.theaiautomators.com/?utm_source=youtube&utm_medium=video&utm_campaign=tutorial&utm_content=graph_agents Unlock the true potential of AI agents by giving them the power to understand and navigate complex data relationships. In this comprehensive tutorial, you'll learn how to build knowledge graph-powered AI agents that can intelligently traverse your data to retrieve exactly what you need. 🎯 What You'll Learn: βœ… What knowledge graphs are and why they're game-changing for AI agents βœ… How to set up Neo4j graph database (self-hosted on Elestio) βœ… Configure the Neo4j MCP with Claude Desktop in minutes βœ… Build AI agents that can query graphs using natural language (no Cypher required!) βœ… Implement graph enrichment for enhanced data connections βœ… Use N8N to automate graph creation and queries πŸ’‘ Real-World Use Cases Covered: Customer 360 Agent - Navigate customer orders, support tickets, and interactions seamlessly Document Structure Agent - Intelligently traverse complex legal documents and contracts with cross-references πŸ› οΈ Tools & Technologies: Neo4j (Graph Database) Claude Desktop + Neo4j MCP Elestio (for hosting) N8N (workflow automation) Supabase (vector storage) No prior knowledge of Cypher or graph databases required – I'll walk you through everything step by step! πŸ”— Useful Links: Neo4j MCP Repository: https://github.com/neo4j/mcp Elestio: https://elest.io/ Medium Article: https://medium.com/enterprise-rag/legal-document-rag-multi-graph-multi-agent-recursive-retrieval-through-legal-clauses-c90e073e0052 Context Expansion Video: https://www.youtube.com/watch?v=y72TrpffdSk APOC Configuration Lines # Add these APOC lines: - NEO4J_PLUGINS=["apoc"] - NEO4J_apoc_export_file_enabled=true - NEO4J_apoc_import_file_enabled=true - NEO4J_apoc_import_file_use__neo4j__config=true - NEO4J_dbms_security_procedures_unrestricted=apoc.* ⏱️ Timestamps: 0:00 - Introduction 06:10 - Create Your First GraphAgent 18:54 - Customer360 GraphAgent 28:22 - Document Structure GraphAgent πŸ’¬ Questions or Comments? Drop them below! I read every comment and love hearing about what you're building with n8n and knowledge graphs. πŸ“’ If you found this valuable: πŸ‘ Like this video πŸ”” Subscribe for more AI automation content πŸ“€ Share with someone building AI agents #KnowledgeGraphs #AIAgents #Neo4j #ClaudeAI #AI #Automation #MachineLearning #GraphDatabase #RAG #N8N

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