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Data warehouses are pivotal in developing generative artificial intelligence applications. Organizations can use valuable domain data from Amazon Redshift, an AI-powered cloud data warehouse, for Retrieval Augmented Generation (RAG), fine-tuning foundation models, continuous pretraining, and building models from scratch. Business users can also leverage generative AI capabilities within Amazon Redshift such as Amazon Q generative SQL to generate SQL code using natural language directly in Amazon Redshift query editor, increasing productivity and reducing time to insights. Join this chalk talk to learn how you can utilize Amazon Redshift for your generative AI applications and workloads.