INDEX.md

# 📖 Complete Documentation Index

Welcome to the **Vietnamese Product Rating Prediction System** documentation!

---

## 🚀 Quick Start (New Users)

If you're just getting started, read these files in order:

1. **[QUICKSTART.md](QUICKSTART.md)** ⚡
   - Installation instructions
   - How to run the application
   - First-time usage guide
   - **Start here!**

2. **[TESTING_GUIDE.md](TESTING_GUIDE.md)** ✅
   - Step-by-step testing procedures
   - Expected results for each test
   - Troubleshooting common issues

3. **[PROJECT_SUMMARY.md](PROJECT_SUMMARY.md)** 📋
   - Overview of all features
   - What has been built
   - How to replace dummy ML model

---

## 📚 Detailed Documentation

### For Understanding the System

- **[README.md](README.md)** 📖
  - Complete project documentation
  - Features, setup, usage
  - API endpoints
  - Database schema
  - CSV file format

- **[ARCHITECTURE.md](ARCHITECTURE.md)** 🏗️
  - System architecture diagrams
  - Request flow examples
  - Technology stack details
  - File responsibilities
  - Security features

---

## 🎯 For Different Purposes

### I want to... run the application
→ Read: **[QUICKSTART.md](QUICKSTART.md)**

### I want to... test all features
→ Read: **[TESTING_GUIDE.md](TESTING_GUIDE.md)**

### I want to... understand the code structure
→ Read: **[ARCHITECTURE.md](ARCHITECTURE.md)**

### I want to... replace the dummy ML model
→ Read: **[PROJECT_SUMMARY.md](PROJECT_SUMMARY.md)** (section: "Replace Dummy ML Model")

### I want to... demo to my teacher
→ Read: **[TESTING_GUIDE.md](TESTING_GUIDE.md)** (section: "Demo Checklist for Teacher")

### I want to... understand all features
→ Read: **[README.md](README.md)** (section: "Features")

### I want to... see API documentation
→ Run app, then visit: **http://localhost:8000/docs**

---

## 📁 Project Files Overview

### Documentation Files
```
├── README.md              # Main documentation
├── QUICKSTART.md          # Quick setup guide
├── PROJECT_SUMMARY.md     # Feature summary
├── TESTING_GUIDE.md       # Testing procedures
├── ARCHITECTURE.md        # System architecture
└── INDEX.md              # This file (navigation)
```

### Code Files
```
├── main.py                # FastAPI entry point
├── requirements.txt       # Python dependencies
├── sample_comments.csv    # Test data
├── .gitignore            # Git ignore rules
│
└── app/
    ├── config.py         # Configuration
    ├── database.py       # Database setup
    ├── models.py         # Database models
    ├── schemas.py        # Pydantic schemas
    │
    ├── routers/          # API endpoints
    │   ├── auth.py
    │   ├── prediction.py
    │   └── dashboard.py
    │
    ├── services/         # Business logic
    │   ├── auth_service.py
    │   ├── ml_service.py
    │   └── visualization_service.py
    │
    ├── templates/        # HTML templates
    │   ├── base.html
    │   ├── login.html
    │   ├── register.html
    │   └── dashboard.html
    │
    └── static/           # Static files
        ├── css/
        ├── js/
        └── uploads/
```

---

## 🎓 For Students (Project Presentation)

### Before Presentation
1. Read **[QUICKSTART.md](QUICKSTART.md)** to set up
2. Test everything using **[TESTING_GUIDE.md](TESTING_GUIDE.md)**
3. Review **[PROJECT_SUMMARY.md](PROJECT_SUMMARY.md)** for highlights

### During Presentation
1. **Show Swagger UI** (bonus points!) → http://localhost:8000/docs
2. **Demo user journey:**
   - Register → Login
   - Single prediction
   - Batch CSV with visualizations
3. **Explain architecture** using **[ARCHITECTURE.md](ARCHITECTURE.md)**

### Key Points to Mention
✅ FastAPI with automatic API documentation  
✅ JWT authentication for security  
✅ RESTful API design  
✅ Data visualization (Chart.js + WordCloud)  
✅ Separation of concerns (clean architecture)  
✅ Database relationships and ORM  

---

## 🔧 For Developers

### Understanding the Codebase
1. **[ARCHITECTURE.md](ARCHITECTURE.md)** - System overview
2. **[README.md](README.md)** - Detailed documentation
3. Code files (with inline comments)

### Modifying the System

**To replace ML model:**
→ Edit: `app/services/ml_service.py`
→ See: **[PROJECT_SUMMARY.md](PROJECT_SUMMARY.md)** section "Replace Dummy ML Model"

**To add products:**
→ Edit: `app/config.py` → `PRODUCTS` list

**To add Vietnamese stopwords:**
→ Edit: `app/services/visualization_service.py` → `self.stopwords`

**To change styling:**
→ Edit: `app/templates/*.html` (TailwindCSS classes)

**To add API endpoints:**
→ Create route in: `app/routers/*.py`

---

## 📊 Key Features Reference

| Feature | File | Documentation |
|---------|------|---------------|
| User Authentication | `app/routers/auth.py` | [README.md](README.md) |
| Single Prediction | `app/routers/prediction.py` | [README.md](README.md) |
| Batch Prediction | `app/routers/prediction.py` | [README.md](README.md) |
| WordCloud | `app/services/visualization_service.py` | [ARCHITECTURE.md](ARCHITECTURE.md) |
| Database Models | `app/models.py` | [README.md](README.md) |
| ML Service | `app/services/ml_service.py` | [PROJECT_SUMMARY.md](PROJECT_SUMMARY.md) |

---

## 🐛 Troubleshooting

For common issues and solutions:
→ **[TESTING_GUIDE.md](TESTING_GUIDE.md)** (Troubleshooting section)

For API errors:
→ Check Swagger UI: http://localhost:8000/docs

For understanding error messages:
→ **[ARCHITECTURE.md](ARCHITECTURE.md)** (Request Flow section)

---

## 📞 Quick Reference Commands

```bash
# Install dependencies
pip install -r requirements.txt

# Run application
python main.py

# Access Swagger UI
# Open: http://localhost:8000/docs

# Access dashboard
# Open: http://localhost:8000/dashboard

# Test with sample data
# Upload: sample_comments.csv
```

---

## ✅ Checklist for Teacher Demo

Before presenting to teacher:

- [ ] All dependencies installed (`pip install -r requirements.txt`)
- [ ] Application runs successfully (`python main.py`)
- [ ] Can access Swagger UI (http://localhost:8000/docs)
- [ ] Can register and login
- [ ] Single prediction works
- [ ] Batch CSV prediction works
- [ ] Charts and word cloud display correctly
- [ ] CSV download works
- [ ] Understand system architecture
- [ ] Can explain how to replace ML model

---

## 🎯 Learning Outcomes

After completing this project, you will understand:

1. **FastAPI Framework**
   - Route definition
   - Dependency injection
   - Automatic API documentation
   - Request/response validation

2. **Authentication**
   - JWT tokens
   - Password hashing (bcrypt)
   - Protected routes

3. **Database**
   - SQLAlchemy ORM
   - Model relationships
   - CRUD operations

4. **Frontend**
   - Jinja2 templating
   - TailwindCSS styling
   - JavaScript Fetch API
   - Chart.js visualization

5. **Software Architecture**
   - Separation of concerns
   - Service layer pattern
   - RESTful API design

---

## 📧 Documentation Feedback

If any documentation is unclear or missing information:
1. Check other documentation files
2. Look at code comments
3. Consult with your instructor

---

## 🎉 You're All Set!

You now have:
✅ Complete working application  
✅ Comprehensive documentation  
✅ Testing guide  
✅ Architecture documentation  
✅ Demo preparation materials  

**Good luck with your project! 🎓**

---

*Last Updated: November 25, 2024*  
*Project: Vietnamese Product Rating Prediction System*  
*Framework: FastAPI + Jinja2 + TailwindCSS*