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Grocery Agent

AI meal plans that turn into shopping carts

The question

Can a model plan a household's week and turn it into a real vendor cart, and hand back to rules rather than invent a price?

A FastAPI service that generates AI-driven weekly meal plans and builds vendor shopping carts from them, using OpenAI for menu planning and SerpAPI plus OpenAI for cart building, with a rule-based fallback and Docker deployment.

Architecture
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how it is put together

Give it a household and a budget; it plans the week, finds the items at a vendor, and returns a cart. When the model is unsure, a rule-based planner takes over rather than inventing prices.