AI-powered autocomplete and query suggestions

Autocomplete can reduce friction but needs better intent prediction, Vietnamese language handling, and suggestion ranking.

- Help users reach results with fewer keystrokes. - Improve suggestion relevance. - Handle Vietnamese abbreviations and missing accents.

Search Query Dataset with Vietnamese search queries and prefixes. Autocomplete Dataset with historical query and suggestion pairs. POI Dataset with places, businesses, categories, brands, and addresses. Abbreviation Dictionary with common Vietnamese abbreviations. Popular Query Dataset with trending and frequently searched queries. Public Evaluation Dataset with sample search and permission scenarios. Hidden Evaluation Dataset may be used by judges during final evaluation and will not be shared with participants. --- *Track: Mobility | Sponsor: Tasco | Slug: mobility:maps-autocomplete | Source: Agentic AI Build Week 2026 — Production snapshot 2026-08-11*

User Input Layer: user typing input. Query Understanding Layer: intent and entity detection. Prediction Layer: query prediction. Suggestion Retrieval Layer: candidate suggestion generation. Ranking Layer: suggestion ranking. Personalization Layer: user-specific suggestions. API Layer: return ranked suggestions.