https://community.databricks.com/t5/databricks-tv/lakebase-part-2/ba-p/173278 <P>Welcome to Building on Lakebase, a four-part series on building transactional apps and AI agents on Lakebase, a fully managed serverless PostgreSQL database built by Databricks.</P> <P>Over the four episodes led by Michelle Deng and Benjamin Nwokeleme, Solutions Architects at Databricks, you'll first get to know Lakebase: what it is and why it's a great fit as a backing store for transactional apps and AI agents. Then you'll see how an example app and AI agent are built on top of it.</P> <P>Episode 1 - Meet Lakebase: understand the fundamentals - <A href="https://youtu.be/2FXhngKsVlk" target="_blank">https://youtu.be/2FXhngKsVlk</A> Episode 2 - Anatomy of an AI app: build the operational + agentic app on Lakebase, with hybrid Lakebase Search and agent memory Episode 3 - Branch, Test, and Ship: release changes safely using branching Episode 4 - Operate and Recover: monitoring, autoscaling and scale-to-zero, protection with snapshots and point-in-time recovery</P> <P>We follow one example the whole way through: a customer-support copilot, backed by Lakebase that stores operational data, synced lakehouse insight, hybrid Lakebase Search, and agent memory.</P> <P>In this episode, we open the finished Customer Support Copilot App, tour its architecture, walk the key code, and run it live. See how one Databricks App powers both a support dashboard and an AI copilot - with the agent drawing on operational data, synced lakehouse insight, hybrid Lakebase Search, and memory, all on Lakebase.</P> <P>After watching, spin up your own Lakebase project and explore. There's no better way to learn than to try it yourself!</P> <P>Resources:</P> <P>- Lakebase: <A href="https://docs.databricks.com/aws/en/oltp/projects/" target="_blank">https://docs.databricks.com/aws/en/oltp/projects/</A> - Serve lakehouse data with synced tables: <A href="https://docs.databricks.com/aws/en/oltp/projects/sync-tables" target="_blank">https://docs.databricks.com/aws/en/oltp/projects/sync-tables</A> - Agent state and memory: <A href="https://docs.databricks.com/aws/en/oltp/projects/state-management" target="_blank">https://docs.databricks.com/aws/en/oltp/projects/state-management</A> - Agent memory and sessions: <A href="https://docs.databricks.com/aws/en/agents/custom-agents/stateful-agents" target="_blank">https://docs.databricks.com/aws/en/agents/custom-agents/stateful-agents</A> - Author and deploy an agent on Databricks Apps: <A href="https://docs.databricks.com/aws/en/agents/custom-agents/author-agent" target="_blank">https://docs.databricks.com/aws/en/agents/custom-agents/author-agent</A> - Learn more about Databricks here - <A href="https://www.databricks.com/" target="_blank">https://www.databricks.com/</A> - Learn/connect with the speakers here - <A href="https://www.linkedin.com/in/michelle-deng-376ab348/" target="_blank">https://www.linkedin.com/in/michelle-deng-376ab348/</A> - Discover more about Databricks in the Skill Builder Series here - <A href="https://www.youtube.com/playlist?list=PLeK0Tsm_E67QFwU4trdGZSjcQiTbcsBoz0" target="_blank">https://www.youtube.com/playlist?list=PLeK0Tsm_E67QFwU4trdGZSjcQiTbcsBoz0</A></P> <P>Subscribe to follow the rest of the series!</P> <P>#database #databricks #databrickstutorial #lakebase #lakehouse #postgresql #demo #handsonlearning #apps #dataandai #aiagents #oltp</P> <P><EM>Presented by Michelle Deng</EM></P> <P><IFRAME width="560" height="315" src="https://www.youtube-nocookie.com/embed/l5TNfoJSsfk" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen=""></IFRAME></P> Wed, 14 Oct 2026 15:00:06 GMT DSBDatabricks 2026-10-14T15:00:06Z https://community.databricks.com/t5/databricks-tv/lakebase-part-2/ba-p/173278 Welcome to Building on Lakebase, a four-part series on building transactional apps and AI agents on Lakebase, a fully managed serverless PostgreSQL database built by Databricks. Wed, 14 Oct 2026 15:00:06 GMT https://community.databricks.com/t5/databricks-tv/lakebase-part-2/ba-p/173278 DSBDatabricks 2026-10-14T15:00:06Z