Using Ontologies to Guide Knowledge Graph Creation from Unstructured Data
- Play from Introduction and Welcome
- Play from Recap of Season 1
- Play from Discussion on AI Integration
- Play from Today's Topic: Knowledge Graph Builder with Ontologies
- Play from Demo Overview and Setup
- Play from Differences in Graph Structures
- Play from Schema and Ontology in Graph Building
- Play from Challenges with Unstructured Data
- Play from Validation and Constraints with Shacl
- Play from Q&A and Closing Remarks
- 1Using Ontologies to Guide Knowledge Graph Creation from Unstructured Data
- 2Using Ontologies to Guide Knowledge Graph Creation
- 3Blueprints for Knowledge Graph Construction from Unstructured Data
- 4Ontology-driven end-to-end GraphRAG with the GraphRAG Python Package
- 5One Ontology to Rule Them All: Building Knowledge Graphs from Mixed Data
- 6Retrieval Methods Compared
- 7Enhancing LLM Tool Calling with Ontologies
- 8Agentic Workflows for Dynamic Ontology Selection in KG Construction
- 9Structural Patterns for Ontology Reconciliation
- 10Structuring Biomedical Noise: Graphs, AI and the Drug Discovery Dilemma
- 112 years of KGs and GenAI. A Recap
Season 02 Episode 01 of Going Meta – a Series on Semantics, Knowledge Graphs and All Things AI
Topic: Using Ontologies to Guide Knowledge Graph Creation from Unstructured Data
Resources mentioned
GenAI & GraphRAGKnowledge graphs
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