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real-estate-bot
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RSK World
real-estate-bot
Real Estate Bot - Python + Flask + OpenAI + SQLite + Property Search + AI Chatbot + Viewing Scheduler
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LICENSERELEASE_NOTES_v1.0.0.md
LICENSE
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MIT License

Copyright (c) 2026 RSK World

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

---

Author: RSK World (https://rskworld.in)
Founded by: Molla Samser
Designer & Tester: Rima Khatun
Contact: info@rskworld.com, +91 93305 39277
Year: 2026

This project is part of the RSK World educational initiative and is provided
for learning and development purposes.
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RELEASE_NOTES_v1.0.0.md
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RELEASE_NOTES_v1.0.0.md

# Release v1.0.0 - Initial Release

## 🎉 Real Estate Bot - AI-Powered Property Assistant

**Release Date:** January 2026
**Version:** 1.0.0
**Status:** Stable Release

---

## 📋 Overview

Real Estate Bot is a comprehensive AI-powered property management and search platform designed to revolutionize the real estate industry. Built with cutting-edge AI technology, this platform offers intelligent property search, virtual tours, price predictions, and much more.

**Developed by:** RSK World (https://rskworld.in)
**Founded by:** Molla Samser
**Designer & Tester:** Rima Khatun
**Contact:** info@rskworld.com | +91 93305 39277

---

## ✨ Key Features

### 🤖 **AI-Powered Chatbot**
- Natural language processing for property inquiries
- Intelligent intent recognition and entity extraction
- Context-aware conversation management
- 24/7 automated assistance

### 🔍 **Advanced Property Search Engine**
- Multi-criteria search (location, price, type, amenities)
- External API integration support
- Similar property recommendations
- Advanced filtering and ranking algorithms

### 🏠 **Virtual Tour Manager**
- 360° panoramic property tours
- Interactive scene navigation
- AR/VR support for immersive viewing
- Virtual staging capabilities
- Interactive floor plans

### 📊 **AI Price Prediction Engine**
- Machine learning-based price forecasting
- Market trend analysis
- Historical data analysis
- Confidence scoring

### 📍 **Neighborhood Analyzer**
- Safety score calculations
- Nearby amenities mapping
- School ratings and education data
- Transportation connectivity analysis
- Demographic information

### 🌍 **Multi-Language Support**
- Support for 20+ languages including:
- English, Hindi, Bengali, Tamil, Telugu
- Spanish, French, German, Italian, Portuguese
- Japanese, Korean, Chinese, Arabic, and more
- Real-time translation capabilities
- Language detection

### 🔗 **Blockchain Integration**
- Property ownership verification
- Smart contract support
- Immutable property records
- Secure transaction processing

### 🎨 **Image Enhancement Tools**
- AI-powered image enhancement
- Virtual staging
- 360° panorama creation
- Object removal capabilities

### 🎤 **Voice Assistant**
- Speech recognition
- Text-to-speech synthesis
- Hands-free property search
- Voice command processing

### 💡 **AI Recommendation Engine**
- Content-based filtering
- Collaborative filtering
- Hybrid recommendation system
- Personalized property suggestions

---

## 🛠️ Technical Stack

- **Backend:** Python 3.8+
- **Web Framework:** Flask 2.3.3
- **AI/ML:** OpenAI API, scikit-learn, pandas, numpy
- **Database:** SQLite (with support for PostgreSQL)
- **Image Processing:** OpenCV, Pillow
- **Blockchain:** Web3.py
- **Frontend:** HTML5, CSS3, JavaScript, Bootstrap 5

---

## 📦 Installation

### Quick Start

```bash
# Clone the repository
git clone https://github.com/rskworld/real-estate-bot.git
cd real-estate-bot

# Install dependencies
pip install -r requirements.txt

# Set up environment variables
cp .env.example .env
# Edit .env and add your OPENAI_API_KEY

# Run the application
python run.py
```

For detailed installation instructions, see [INSTALL.md](INSTALL.md) and [SETUP_GUIDE.md](SETUP_GUIDE.md).

---

## 📚 Documentation

- **[README.md](README.md)** - Project overview and quick start
- **[FEATURES.md](FEATURES.md)** - Detailed feature list
- **[SETUP_GUIDE.md](SETUP_GUIDE.md)** - Comprehensive setup guide
- **[AR_VR_FEATURES.md](AR_VR_FEATURES.md)** - AR/VR feature documentation
- **[STATUS_REPORT.md](STATUS_REPORT.md)** - Project status and metrics

---

## 🔧 Configuration

### Required Environment Variables

```env
OPENAI_API_KEY=your_openai_api_key_here
SECRET_KEY=your_secret_key_here
FLASK_HOST=0.0.0.0
FLASK_PORT=5000
FLASK_DEBUG=False
```

### Optional Environment Variables

```env
INFURA_API_KEY=your_infura_key_for_blockchain
GOOGLE_PLACES_API_KEY=your_google_places_key
CRIME_API_KEY=your_crime_api_key
```

---

## 🚀 Usage

### Starting the Server

```bash
python run.py
```

The application will be available at:
- http://localhost:5000
- http://127.0.0.1:5000

### API Endpoints

- `GET /` - Main chat interface
- `POST /api/chat` - Send chat message
- `POST /api/properties/search` - Search properties
- `GET /api/properties/<id>` - Get property details
- `POST /api/appointments/schedule` - Schedule viewing
- `GET /api/appointments/<user_id>` - Get user appointments
- `POST /api/inquiries/submit` - Submit inquiry

---

## 🐛 Bug Fixes

- Fixed database row indexing issue in `get_user_appointments()`
- Fixed property_id extraction from user messages
- Fixed hardcoded debug mode to use environment variable
- Fixed user_id type conversion in appointment scheduling
- Fixed Bengali character encoding in multi-language support
- Improved error handling throughout the codebase

---

## 🔒 Security

- Environment variable-based configuration
- SQL injection protection via parameterized queries
- CORS support for secure cross-origin requests
- Secure session management
- Input validation and sanitization

---

## 📊 Performance

- Optimized database queries
- Efficient property search algorithms
- Caching support for recommendations
- Async processing for heavy operations
- Responsive UI with optimized assets

---

## 🤝 Contributing

Contributions are welcome! Please follow these steps:

1. Fork the repository
2. Create a feature branch (`git checkout -b feature/AmazingFeature`)
3. Commit your changes (`git commit -m 'Add some AmazingFeature'`)
4. Push to the branch (`git push origin feature/AmazingFeature`)
5. Open a Pull Request

---

## 📝 License

This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.

---

## 🙏 Acknowledgments

- OpenAI for GPT API
- Flask community for excellent documentation
- All open-source libraries used in this project
- RSK World team for development and testing

---

## 📞 Support

For support, email info@rskworld.com or call +91 93305 39277

Visit us at: https://rskworld.in

---

## 🔄 Changelog

### v1.0.0 (Initial Release)
- ✅ Complete AI-powered chatbot implementation
- ✅ Property search engine with advanced filters
- ✅ Virtual tour manager with 360° support
- ✅ AI price prediction engine
- ✅ Neighborhood analysis tools
- ✅ Multi-language support (20+ languages)
- ✅ Blockchain integration
- ✅ Image enhancement capabilities
- ✅ Voice assistant integration
- ✅ AI recommendation system
- ✅ Comprehensive documentation
- ✅ Unit tests
- ✅ Error handling and logging

---

## 📈 Roadmap

### Upcoming Features (v1.1.0)
- [ ] Mobile app (iOS/Android)
- [ ] Advanced analytics dashboard
- [ ] Integration with more property listing APIs
- [ ] Enhanced AI models
- [ ] Real-time notifications
- [ ] Payment gateway integration
- [ ] Social media integration

### Future Plans
- [ ] Machine learning model improvements
- [ ] Additional language support
- [ ] Advanced AR/VR features
- [ ] Blockchain smart contracts
- [ ] API marketplace
- [ ] White-label solution

---

**Thank you for using Real Estate Bot!**

*Built with ❤️ by RSK World*
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About RSK World

Founded by Molla Samser, with Designer & Tester Rima Khatun, RSK World is your one-stop destination for free programming resources, source code, and development tools.

Founder: Molla Samser
Designer & Tester: Rima Khatun

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