Short answer...no. I tried to find something along these lines a while back. The main problem is that DMS are usually corporate things and the software costs a fortune. There are some freeware DMS out there, but because of the nature of the beast, they are still incredibly complicated.
I even tried finding Library software (this was for a family history group with a huge library) and although there are solutions out there, most are either overkill or expensive. Or both.
There are certainly apps out there for managing images (I use Mylio) but to be honest, they are lots of work as you've still got to enter metadata.
If it were me trying to get a handle on all this stuff, I'd sit down and figure out what I've got first. What info do I need to search on, rather than what would be nice to do. You may find that it would simpler to just leave Calibre to the documents (PDF, DOC etc) and whack all the images in a single directory with a spreadsheet containing the details & metadata (for searching).
Good luck!
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