I went ahead and switch to your Bright Light style briefly, search bar vanished then for me too.
So it seems to be your style for now. I'd suggest switching to another style for now which should fix the issue.
Actually I went through all of them just to double check and it seems that both "Bright Light" and "Grey Mist" share this issue.
The rest of them all have the search bar however.