Databricks Community

TL;DR — Production agents need more than conversation history. They must survive restarts, recall decisions from earlier sessions, and work with current business data. In our Supply Chain Planner Copilot, Lakebase handles all three. The key implement...

The Gap in Agent Development Databricks has made it straightforward to deploy AI agents—Model Serving endpoints, automatic MLflow tracing, Unity Catalog integration. But there's a gap between "deployed" and "production-ready": You have: Agent code ru...