How do you organize your music library for DJing?

If you've ever done a DJ set or performed Live with samples, then you know how important it is to get things organized. This question on Answers asks for some ways in which Ableton Live users have organized their libraries. Do you have experience to share? Looking to learn more about this yourself? Join the discussion at Answers.