I just figured this out. I think (Haven't yet connected the chip).

I installed it per instructions found at https://www.youtube.com/watch?v=Lc6ausiKvQM.

It is currently 1.3.

In extensions manager, make sure ESP-IDF is selected.

Up top, you will see the "Uninstall" With a down arrow beside it ...