Don't start from scratch. Use these references to understand what's possible on Databricks, then build your own.

• Nyaya Dhwani: Legal AI Assistant (End-to-End Sample): A complete sample app built on Databricks Free Edition using data ingestion, vector search, and the Llama Maverick model. Includes a developer guide with step-by-step instructions to deploy on Free Edition.
• Databricks Apps Cookbook: Browse working examples of Databricks Apps. See patterns for dashboards, ML pipelines, and data apps.
• dbdemos: End-to-End Demos: Production-style demo notebooks covering lakehouse, ML, GenAI, and data engineering. Ready to run.
• Databricks App Templates: Starter templates for building Databricks Apps. Clone, customise, and deploy.
• Watch: Build & Deploy a Databricks App: Step-by-step video walkthrough of building and deploying an app on Databricks.