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QUICKSTART.md

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-# Quick Start Guide
-
-## Local Development
-
-1. **Install dependencies:**
-```bash
-pip install -r requirements.txt
-```
-
-2. **Set environment variable:**
-```bash
-# Windows PowerShell
-$env:MONGODB_URI="mongodb://expenseuser:Kem_6o%3F%3F@165.227.69.221:27017/expense?authSource=admin"
-
-# Linux/Mac
-export MONGODB_URI="mongodb://expenseuser:Kem_6o%3F%3F@165.227.69.221:27017/expense?authSource=admin"
-```
-
-3. **Run the application:**
-```bash
-uvicorn app.main:app --reload
-```
-
-4. **Access the API:**
-- API: http://localhost:8000
-- Docs: http://localhost:8000/docs
-- Health: http://localhost:8000/health
-
-## Test the Smart Budget Recommendation
-
-1. **Create some sample expenses:**
-```bash
-curl -X POST "http://localhost:8000/expenses" \
-  -H "Content-Type: application/json" \
-  -d '{
-    "user_id": "user123",
-    "amount": 3800,
-    "category": "Groceries",
-    "description": "Monthly groceries",
-    "date": "2024-01-15T00:00:00",
-    "type": "expense"
-  }'
-```
-
-2. **Get recommendations:**
-```bash
-curl "http://localhost:8000/recommendations/user123?month=2&year=2024"
-```
-
-Expected response:
-```json
-[
-  {
-    "category": "Groceries",
-    "average_expense": 3800.0,
-    "recommended_budget": 4000.0,
-    "reason": "Your average monthly grocery expense is Rs.3,800. We suggest setting your budget to Rs.4,000 for next month (includes a 5% buffer for variability).",
-    "confidence": 0.85
-  }
-]
-```
-
-## Docker Deployment
-
-1. **Build the image:**
-```bash
-docker build -t smart-budget-recommendation .
-```
-
-2. **Run the container:**
-```bash
-docker run -p 8000:8000 -e MONGODB_URI="your_mongodb_uri" smart-budget-recommendation
-```
-
-## Hugging Face Deployment
-
-See `HUGGINGFACE_DEPLOYMENT.md` for detailed instructions.
-
-Quick steps:
-1. Create a new Docker Space on Hugging Face
-2. Add `MONGODB_URI` as a secret
-3. Upload all files
-4. Wait for automatic build and deployment
-