"No media attachments found." after recovering from database failure.

After recovering my WordPress database after a failure, it does not see my uploaded files any more.
I get broken links in my posts and widgets for the image/video files, and looking at my media panel it just says “No media attachments found.”

I checked my uploads folder and it does contain all my media files. Probably the references went lost in the database failure?? I am just guessing…How can I restore that??

Any suggestion will be greatly appreciated