When you record/import audio, Reaper scans it to get all of the information it needs for drawing the waveform in the item - that data is stored in the ReaPeak file, so it doesn't have to re-scan every file every time. You don't need to keep them, and I think there's a setting somewhere to disable storing them; it'll just mean waiting for that "building peaks" window every time.