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Catalog & Cocktails: The Honest, No-BS Data Podcast
Everything you wanted to know about Knowledge Graphs but were afraid to ask with Ora Lassila
May 9, 2024
Guest Ora Lassila discusses the evolution and practical applications of Knowledge Graphs, from their historical background to their role in data integration and enterprise adoption. The podcast explores the secrecy around knowledge graph adoption in enterprises and the opportunities they present in reshaping the future economy.
55:43
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Quick takeaways
- Knowledge graphs enable accurate data structuring for LLMs through GraphRAG, gaining attention for data integration.
- RDF with identifiers simplifies data merging and application creation while adaptive open world assumptions enhance knowledge graphs.
Deep dives
Knowledge Graphs in Enterprise Data Management
Knowledge graphs offer solutions for data integration, democratizing data access, and building digital twins. The evolution from the semantic web vision for the entire web to an enterprise scope simplifies integrating data and creating applications with user-centric intent. RDF is ideal for knowledge graph applications due to its support for identifiers, predictable data merging, and ontology modeling.
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