Pressing Escape key should close the ‘Search in all files’ tab (Shift+Cmd+F). Here is the similar suggestion about tag search.
Currently Esc key closes ‘Search/(Replace) in files’ panes, so I think it is a good idea to add the same functionality to ‘Search in all files’ as well.