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Discover in this AWS re:Invent 2023 conference talk how to leverage existing data architecture and data lakes for building distinctive generative AI solutions. Explore critical insights from global data organization leaders about maximizing proprietary datasets for unique AI applications. Gain valuable knowledge from AWS customers who have successfully implemented production generative AI applications, including their experiences with pretraining foundation models and customization through Retrieval Augmented Generation (RAG). Master three essential data considerations crucial for generative AI implementation and learn how AWS approaches these challenges through customer-centric solutions. Understand the intersection of data lakes, foundation models, and RAG while exploring real-world examples of successful generative AI deployments.
