Now this I KNOW I remember:

It's not strictly true that, when you put power into something, it's gone forever. But reclaiming the power is an exercise of power. Put enough of yourself into something, you can't get it back, because what's left of you isn't strong enough to retrieve the power.

Sauron was vulnerable because he committed almost all his remaining power to the Ring. He couldn't come back from doing so.