I would also like to see this as an option. The only way at present to have a pdf embedded in the note rather than as a file attachment is to use the desktop application it seems. All the notes I previously created in Mac os all preview. Anything I add on Android, iOS or the web just show a horrible grey attachment icon. Please fix this, it is ruining my workflow.