It helped me to look up an example of a space that is not "complete".

Turns out, rational numbers are the classic example of a space that is not complete. A sequence of rational numbers can approximate pi but pi itself doesn't exist in the space (since its irrational). So the rational numbers that get closer and closer to pi form a limit to a value that's not in the space.