Ontology & Knowledge Graph Cookbook: From Semantic Web to GraphRAG in 9 Weeks

Ontology & Knowledge Graph Cookbook: From Semantic Web to GraphRAG in 9 Weeks

Curious about what ontology is, how to build Knowledge Graphs, and how to implement the trending GraphRAG? This Cookbook has the answers. Master RDF/OWL to Neo4j and LLM integration in a 9-week curriculum.

Curriculum Overview

Phase 1: Semantic Modeling Foundation (Week 1-3)

• History of knowledge representation and upper ontologies
• RDF/RDFS fundamentals and triple models
• OWL, class hierarchies, constraints, and inference

Phase 2: Knowledge Graph Construction (Week 4-5)

• Named Entity Recognition and relationship extraction
• LLM-based entity resolution
• Neo4j and Labeled Property Graphs
• Cypher query optimization

Phase 3: LLM Integration (Week 6-7)

• Hybrid vector-graph search
• Subgraph context injection
• Ontology-guided action planning
• Multi-agent collaboration

Phase 4: Production Deployment (Week 8-9)

• Domain-specific case studies (healthcare, legal, finance)
• Graph visualization and API servers
• Performance optimization

Key Features

• Hands-on movie recommendation project
• Using Protege, rdflib, Neo4j
• Bilingual support (Korean/English)
• Real-world domain applications

Who Is This For?

• Developers interested in Knowledge Graphs
• Those wanting to improve RAG performance
• Beginners to ontology
• Anyone wanting to learn graph databases

Get Started

Enter the world of semantic web and Knowledge Graphs with this free Cookbook.

Go to Ontology & KG Cookbook