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Explore multi-agent systems for data analysis, schema creation, and knowledge graph construction in this 36-minute sponsored conference session from the Linux Foundation's Open Source Summit. Learn how to harness the power of collaborative AI agents to transform your data workflow, moving beyond traditional coding to create dynamic data experiences. Discover techniques for generating schemas from file collections and importing data seamlessly, creating domain-specific schemas with synthesized data, and implementing retrieval hints for enhanced data accessibility. Master the art of "vibe coding" applied to data management, where multiple AI agents work together to streamline complex data modeling tasks and knowledge graph construction processes.
Syllabus
Sponsored Session: Vibing with Data -- Multi-Agent Data Modeling and Constructi... Andreas Kollegger
Taught by
Linux Foundation