Quick Look Preview not working

The Quick Look Preview not working, especially on audio or video files. Clicking the space bar on a file will not open it to play or preview.

I've been able to get it back working by force quitting QuickLookUIService in the Activity Monitor. I have to do this process every 2-3 weeks.

Anyone know what could be causing this, or a way to fix permanently?