Just had to chime in on this to say that I'm finding the search terms function on Google Photos to be pretty incredible. I spent about a half hour just searching random words, and it was darned near flawless.
The faces search is pretty amazing, too, IMO. I searched my 74-year-old aunt's face, and it even found a set of old baby pictures of her that I had scanned in. Impressive.