That's... not how it works. Democrats literally had a House speaker and the president was, as you could see, not removed despite impeachment.
We're all stuck with two more years of an increasingly demented trump. The best Dems can do is highlight to incompetence/corruption, limt the damage, and get their own brand out of the mud so they can win a strong majority in 2028.