# Diamond Kitchen OS - AI-Powered Indian Meal Planner

> A personalized meal planning app designed for Indian families, combining traditional recipes with modern health optimization.

## What is Diamond Kitchen OS?

Diamond Kitchen OS is a Progressive Web App (PWA) that generates weekly meal plans tailored to Indian households. It uses a 4-agent AI system to create nutritionally balanced meal plans while respecting dietary restrictions, health conditions, regional cuisines, and family preferences.

## Key Features

- **925+ Authentic Indian Recipes**: Curated collection spanning Maharashtrian, North Indian, South Indian, Bengali, Gujarati, Rajasthani, and Pan-Indian cuisines
- **Health-Aware Planning**: Supports diabetes management, hypertension, kidney health, thyroid conditions, pregnancy nutrition, and more
- **Festival Integration**: Automatically suggests traditional foods for upcoming Indian festivals (Diwali, Holi, Navratri, etc.)
- **Family Profiles**: Configure multiple family members with individual dietary needs, allergies, and preferences
- **Smart Meal Swaps**: One-tap recipe substitution with learning loop that remembers dislikes
- **Shopping Lists**: Auto-generated grocery lists from weekly meal plans
- **Nutrition Tracking**: Calories, protein, fiber, sodium, and glycemic index per meal

## How It Works

1. **Questionnaire**: Users answer questions about family size, dietary preferences (Veg/Non-Veg/Egg), health conditions, cuisines, and cooking style
2. **AI Generation**: Four specialized AI agents collaborate:
   - Head Chef: Retrieves and ranks recipes from vector database
   - Clinical Guard: Applies health condition guardrails
   - Ops Manager: Optimizes for ingredient reuse and practical cooking
   - Nutrition Auditor: Validates nutritional targets are met
3. **Weekly Plan**: Generates 7-day meal plan with breakfast, lunch, snack, and dinner
4. **Adaptation**: System learns from swaps and feedback to improve future plans

## Target Users

- Indian families seeking healthy, home-cooked meals
- People managing chronic conditions (diabetes, BP, kidney disease)
- Busy professionals wanting meal prep guidance
- Health-conscious individuals tracking nutrition
- Anyone wanting to explore regional Indian cuisines

## Technical Details

- **Frontend**: React + Vite + Tailwind CSS (PWA)
- **Backend**: Python FastAPI on Google Cloud Run
- **AI**: LangGraph multi-agent system with vector similarity search
- **Database**: Firebase Firestore for user profiles and history

## Contact

- **Website**: https://mythali.co.in
- **App Name**: MyThali (मिठाली) - Smart Indian Meal Planner
- **Social**: https://www.facebook.com/profile.php?id=61587333433030
- **LinkedIn**: https://www.linkedin.com/company/mythali/

## Capabilities Summary

This app can help users:
- Plan weekly Indian meals for families of any size
- Manage dietary restrictions and health conditions
- Discover new regional Indian recipes
- Generate shopping lists for meal prep
- Track nutritional intake (calories, protein, fiber)
- Celebrate Indian festivals with traditional foods
- Learn to cook diverse Indian cuisines