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Spencer Cook
Lead Solutions Architect at Databricks. Helps financial services customers leverage the Databricks platform and the cloud to solve their problems.
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May 1, 2025
• 42min
From Data Pipelines to Agentic Applications: Deploying LLM Apps That Actually Work
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Spencer Cook, Lead Solutions Architect at Databricks, helps financial services leverage cloud solutions for real-world challenges. He discusses the journey from data hype to practical AI, focusing on real-time data pipelines and vector search. Spencer elaborates on how to minimize AI hallucinations while maximizing business value through clean data governance. The conversation highlights innovations like Retrieval-Augmented Generation (RAG) for AI accuracy, and the critical role of data management in ensuring effective LLM deployment and customer experience.
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