One Ontology to Rule Them All: Building Knowledge Graphs from Mixed Data
- Play from Welcome
- Play from Episode Overview: Mixed Data & Ontologies
- Play from Introduction to Ontologies and Their Role
- Play from Demo: Creating and Using Ontologies
- Play from Importing Structured Data into Knowledge Graphs
- Play from Handling Unstructured Data with GraphRAG
- Play from Combining Structured and Unstructured Data
- Play from Extending Ontologies and Reusability
- 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 05 of Going Meta – a Series on Semantics, Knowledge Graphs and All Things AI
Topic: One Ontology to Rule Them All: Building Knowledge Graphs from mixed data
Resources mentioned
GenAI & GraphRAGKnowledge graphsDeveloper tools
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