Knowledge Reasoning
Build hybrid AI systems that reason over knowledge, not just retrieve text. Combine Neo4j knowledge graphs with Pinecone vector search through n8n workflows and Claude MCP to deliver accurate, explainable, production-ready AI.
Knowledge Reasoning Course Overview
Structural Intelligence Systems
Thinking in Graphs
Why Vectors Fail Without Knowledge Graphs
From Semantic Search to Graph Intelligence
Additional Resource - Graph Vocabulary Cheat Sheet
AI Study Companion
Neo4J Cypher First Look
Context Engineering for AI with Neo4J
Cypher Architect
AI Study Companion
Engineering Knowledge Graphs Automated Blueprint
Production Ready Knowledge Graphs
Automating Knowledge Graphs With Schema Design
The Document-to-Graph-Pipeline
Additional Resource - Schema Design Starter Kit
AI Study Companion
Knowledge Graph Pipeline Architecture
Documents to Decisions
Building the Neo4J Knowledge Graphs
n8n Pipeline: Document to Knowledge Graph
Additional Resource - MERGE vs CREATE Decision Guide
AI Study Companion
Hybrid Retrieval Architecture
Fusing Vector Search and Knowledge Graphs
Hybrid RAG Architecture: The Structural & Semantic Blueprint
AI Study Companion
Hybrid Retrieval Quiz