Large photo libraries aren’t searchable by meaning (tags/text/similarity).
Must run offline for privacy; limited local compute; fast post-index search.
Build an offline indexing pipeline; support more than one model option.
Slower first scan + larger local index; tuning required per dataset.
Private local search by tags/OCR/similarity with predictable costs.
Improve ranking quality + reduce indexing time; add better filters UX.