I've been hoping to see something like this, as finding or rediscovering images that I've archived has been a painful process for some years now.

Still, I've come to the conclusion that search alone - especially LLM-based search - isn't enough for these applications, because of its volatility. Human spatial localization relies on object permanence, so there needs to be some amount of durability baked into at least some of the functions of any application that involves us storing and retrieving desired objects and data.

I don't know precisely what that looks like, but I do know that, for example, whenever YouTube refreshes a recommended video list, I miss the days when those lists were largely fixed for days or weeks.

>My try has been to expose multiple (if not all) attributes for a resource directly to user and then letting user recursively refine query to get to desired result.

I do really like this part, though. I'd rather photos get tagged with as many (possibly erroneous) attributes as possible, and let me carve out what I'm really looking for, rather than missing the one I wanted because the system mistook a seesaw for a teeter-totter or something.