Rich Text Editor Add Link to files

The editor is simple but it works very well. Is there a way to insert links to documents like mp3s, pdfs, etc? We have uploaded quite a few files and if there could be a button to put the link with the media explorer it would be very useful.
Is it possible?

Thanks.