migrate-from-model-serving

This guide instructs LLM coding agents how to migrate an MLflow ResponsesAgent from Databricks Model Serving to Databricks Apps.

Goal: Migrate an agent deployed on Databricks Model Serving (using ResponsesAgent with predict()/predictstream()) to Databricks Apps (using MLflow GenAI Server with @invoke/@stream decorators).

is the name the user provides at the start of the migration. It is used as both the directory name and the Databricks App name at deploy time.

将 MLflow ResponsesAgent 从 Databricks 模型服务迁移到 Databricks 应用程序。在以下情况下使用：(1) 用户想要从模型服务迁移到应用程序，(2) 用户拥有带有 Predict()/predict_stream() 方法的 ResponsesAgent，(3) 用户想要转换为 @invoke/@stream 装饰器。 来源：databricks/app-templates。