Overview
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Learn how to integrate AI agents into business systems through a comprehensive 45-minute conference talk that explores tailored approaches for different organizational maturity levels using the crawl-walk-run methodology. Discover four key integration methods on the Databricks platform: Databricks apps for rapid application development with full security and governance, Genie for enabling non-technical users to query structured data through natural language, chatbots that combine real-time data retrieval with generative AI for contextual responses and process automation, and batch inference for scalable, asynchronous processing of large-scale AI tasks. Compare the strengths, challenges, and ideal use cases of each approach to help determine the most suitable integration strategy for specific business needs, with particular focus on balancing scalability, accuracy, and usability while making AI agents accessible to business users. Presented by Arthur Dooner, Senior Specialist Solutions Architect, and Jyotsna Bharadwaj, Senior Solutions Architect, both from Databricks.
Syllabus
Best Practices for Building User-Facing AI Systems on Databricks
Taught by
Databricks