Faster Profile Search
1.3.1
IMPROVEMENT
AI
Highlights
Phone numbers, aliases, and domains return matches in under 100ms.
Prefix queries — typing +44 7 surfaces every UK mobile.
Field-scoped queries like email:acme.com narrow results to one column.
Query syntax
email:acme.com — field-scoped match.
"John Smith" — quoted phrase.
+44 7 — prefix query (UK mobiles).
surname:Johnson — per-field scope.
Performance — before / after
Collection size | Before | After | Speedup |
|---|---|---|---|
500 entries | 80 ms | 30 ms | 2.7× |
2 000 entries | 350 ms | 90 ms | 3.9× |
5 000 entries | 1 200 ms | 300 ms | 4.0× |
10 000 entries | 3 100 ms | 780 ms | 4.0× |
Improved
Search 4× faster on 5000+ entry collections.
Index now covers all 120+ fields per profile.
Ranking favors exact field matches over fuzzy ones.
Added
Prefix queries (+44 7).
Quoted phrase matching.
Field-scoped queries (email:acme.com).
Profile search is now 4x faster on collections with more than 5000 entries. Existing collections reindex automatically on first open.
Highlights
Phone numbers, aliases, and domains return matches in under 100ms.
Prefix queries — typing +44 7 surfaces every UK mobile.
Field-scoped queries like email:acme.com narrow results to one column.
