N° 04 / 042024Vector Search
TravelAmulet
- Languages
- TypeScript · Python
- Frameworks
- Next.js · React · Flask · Prisma
- Data
- TiDB Cloud · MySQL
Quiz-driven destination finder that turns a travel personality into vector-searched country recommendations, with personalized narrative explanations generated on top.
- Built a quiz-based app that matches travelers to destinations using TiDB vector search and the CountryWise API.
- Boosted result accuracy 20× with metadata filtering and data cleaning inside the TiDB query layer.
- Lifted engagement by using GPT-4o mini to generate personalized country explanations from each user’s quiz profile.