doc.save() is doing just what it should do. You don’t want that. What else have you tried?
See:
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How to download a file using ipywidget button? (Note that this one includes among the listed options, the ‘solara’-approach noted later in this thread.)
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How do I enable data downloads from a jupyter webapp without writing on the server?