Action Buttons in Dataframes with Record-Level Routing in Shiny for Python

The article explains how to add View, Edit, and Delete action buttons to dataframes in Shiny for Python, using Starlette-based multi-page routing with record-level query parameters instead of modal dialogs. View and Edit buttons navigate to dedicated pages via URL routing, while Delete uses a JavaScript bridge pattern to execute server-side logic and refresh the table in place.