Also, any additional LLM magic would be a separate layer with its own context, safely abstracted beneath the filter/search language. Not a post-processing step

Also, any additional LLM magic would be a separate layer with its own context, safely abstracted beneath the filter/search language. Not a post-processing step by some kind of LLM-shell. For example, "Find me all pictures since Tuesday with pets" might become: type:picture after:2025-10-08 fuzzy-content:"with pets" Then the implementation of "fuzzy-content" would generate a text-description of the photo and some other LLM-thingy does the hidden document-building like: Description: "black dog catching a frisbee" Does that "with pets"? Answer Yes or No. Yes.