Building Production AI Agents on Databricks – Part 1: Apps, AgentServer & the Production Stack скачать в хорошем качестве

Building Production AI Agents on Databricks – Part 1: Apps, AgentServer & the Production Stack

In this video we introduce the different components that will help you create a production Agentic system on Databricks. A lot of these components theoretically apply in other ecosystems as well, for those that are not in the Databricks world. We set the grounds for the Agentic AI production series which will encompass MLflow AgentServer, ResponsesAgent Interface, Databricks Apps, and more. In future videos we also add components such as memory management via Lakebase, custom evaluation with MLflow and more. Video Resources Databricks Apps Code Samples: https://docs.databricks.com/aws/en/ge... Production Agent Architecture: https://docs.databricks.com/aws/en/ge... Timestamps 0:00 Introduction 10:28 Model Serving vs Databricks Apps 11:55 Components Overview #databricks #mlflow #agents #llms #generativeai