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Learn how to leverage a wide range of generative AI models within Databricks through external connections to major cloud providers and AI model vendors in this 30-minute conference talk. Discover the process of establishing connections to externally served models using Mosaic AI Gateway, with demonstrations covering integrations with Azure, AWS, and Google Cloud platforms, as well as specialized model providers including Anthropic, Cohere, and AI21 Labs. Explore best practices for model comparison methodologies, governance frameworks, and cost control strategies for managing external model deployments. Gain insights into effectively utilizing diverse AI capabilities while maintaining proper oversight and budget management in your Databricks environment. The session is presented by Ina Koleva, Product Manager at Databricks, and provides practical guidance for organizations looking to expand their AI model access beyond native Databricks offerings.
