Gift Hunter: An AI Agent That Finds Gifts They’ll Actually Want

Описание и применение

Gift Hunter использует модель Gemma для генерации персонализированных идей подарков и SerpApi для поиска реальных товаров, соответствующих бюджету и интересам получателя.

Задача

Gift searches often return a pile of products before helping you decide what would actually feel personal.

Результат

Gift Hunter provides structured, personalized gift ideas and live product listings, improving the gift‑search experience by reducing irrelevant results and ensuring budget compliance.

Рабочий процесс

• Collect recipient brief (interests, clues, budget, occasion)
• Send brief to Gemma via Google AI Studio to generate eight gift directions in JSON
• Validate and repair JSON if needed
• Prioritize three highest‑priority directions
• Pass directions to SerpApi for Google Shopping search
• Filter results by parsed USD budget and matching interests
• Display directions and product picks to user

Доказательства

Gift searches often return a pile of products before helping you decide what would actually feel personal.

Источник

It generates eight distinct, personalized gift directions spanning different kinds of gifts, explains exactly why each idea might fit them, and even suggests a personal finishing touch.

Источник

Then, it goes a step further: it dynamically searches Google Shopping for the top three strongest ideas, returning real, verifiable listings that are strictly filtered by the user's maximum USD budget and relevance to the recipient's interests.

Источник