Hyperlink within record being "Viewed as HTML"

Working on a knowledge base app starting with the Knowledge Base Template.

Storing HTML in the documents contents field to serve using "View as HTML".

Some documents refer to a second document and I would like to link to the second document directly from the document being viewed (without having to use "Back to List" and then search for the new document.

Is this possible?