When the office of VP is vacant, the president nominates and both houses of congress either confirms, or the president have to nominate another. But the president can also just let the office of VP remain vacant for the rest of the term.

Edit: Also there is precedent.

Gerald Ford was the first and only VP to be appointed and never received a electoral vote in the electoral college.