get_smart_recommendations
Calculate net out-of-pocket preschool costs and generate a tailored shortlist of centers based on child age, family size, income, budget, language preferences, and facility type.
Instructions
Intelligent recommendation engine: combines child age, family size, income/known benefit tier, max out-of-pocket budget, language immersion preferences, and facility type to calculate net out-of-pocket costs and produce a tailored shortlist of preschool centers.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| schedule | No | Schedule preference | |
| familySize | No | Total number of family members | |
| maxResults | No | Number of top recommendations to return (default 10) | |
| benefitTier | No | Pre-known ELFA benefit tier if already determined | |
| homeZipCode | No | Family home zip code (e.g. 94121) to prioritize immediate neighborhood facilities and calculate exact commute distance | |
| programType | No | Default is licensedCenter (dedicated preschool center) | |
| annualIncome | No | Gross annual household income | |
| childAgeYears | Yes | Age of the child in years (e.g., 2.1) | |
| monthlyIncome | No | Gross monthly household income | |
| preferredLanguage | No | Preferred language immersion (e.g. "Spanish", "Mandarin", "Cantonese", "French") | |
| targetBudgetMonthly | No | Maximum desired out-of-pocket monthly cost (e.g. 1200 or 0) |