search_schools_typesense returns URNs, which forces the caller to
hydrate from the 25,000-row in-memory frame. Every field a suggestion
needs is already in the Typesense document, so this returns documents
and the caller needs no pandas at all — the difference between a query
that can run per keystroke and one that cannot.
Never raises. Typesense unreachable or erroring gives an empty list,
because a dropdown that quietly stops appearing is the right failure for
a keystroke path.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_015mWQnpye9F299NVRCCSRvj