Harris can recommend one, but both house and Senate need to approve, we have a rich history of leaving the position vacant, making speaker number two in line. My guess is that will be the result if Biden resigns.
I guess that would mean losing a tie braking vote in the Senate.
Calhoun resigned the Vice Presidency but near the end of his term.