Classic design · Junior → Staff · by System Design AI

Design ML-Ranked Query Autocomplete

Suggest completions on every keystroke in tens of milliseconds, ranked by the chance of a pick: a prefix index, a learning-to-rank model with context, fresh trends, safety filters and generation for unseen prefixes.