Currently it is not possible to get the attachments of a row in a Sharepoint Lists, it only states whether there is an attachment or not (boolean value). It would be great to have this functionality....
Obviously... Graph doesn't support attachments and Sharepoint API doesn't properly easily allow to connect app-only. More upvotes needed here I guess..!