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Learn to build interactive data and AI applications directly within the Databricks environment using Lakebase (managed Postgres), Databricks Apps, and AI-assisted development in your IDE through this 13-minute tutorial. Discover why traditional AI app builders create expensive data duplication and explore the enterprise AI app challenge that organizations face today. Follow along as you build a knowledge testing app using the "Vibe-Coding Stack" architecture, which enables full-stack application development inside your secure Databricks environment. Master the 4-step Context Engineering workflow for productive AI coding, starting with a quick 5-minute setup of Lakebase and Databricks Apps. Explore the complete project architecture and understand how this approach eliminates data silos while maintaining security and performance. Access comprehensive resources including the Apps Cookbook, GitHub repository with Databricks Apps templates, and detailed blog posts with working code examples to continue your learning journey beyond this tutorial.
