gr33nmanImages and Office Documents and PDF's are all stored in the wp_posts table as post_type "attachment", post_mime_type "image/jpeg", "application/pdf", etc. For that reason, it seems like it should be relatively easy to add tags and categories to them. But it's not, at least yet...
I've looked but not found one - is there a plugin that will tag and categorize attachments?
