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RSK World
multi-language-chatbot
/
tests
RSK World
multi-language-chatbot
Multi-language Chatbot - Python + Flask + OpenAI API + NLP + Translation + Language Detection + Cultural Adaptation
tests
  • __init__.py258 B
  • test_chatbot.py10.9 KB
RELEASE_NOTES.md__init__.py
RELEASE_NOTES.md
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RELEASE_NOTES.md

# Release Notes - Multi-language Chatbot v1.0.0

**Release Date:** January 2026
**Author:** RSK World (https://rskworld.in)
**Founder:** Molla Samser
**Designer & Tester:** Rima Khatun
**Contact:** help@rskworld.in | +91 93305 39277

---

## 🎉 Initial Release

This is the first stable release of the Multi-language Chatbot - an advanced NLP chatbot with comprehensive multi-language support and cultural adaptation.

## ✨ Features

### Core Features
- **🌍 Multi-language Support**: Communicate in 12+ languages including English, Hindi, Bengali, Spanish, French, German, Chinese, Japanese, Arabic, Portuguese, Russian, and Italian
- **🔍 Automatic Language Detection**: Automatically detects user's language with confidence scoring
- **🔄 Real-time Translation**: Seamlessly translates messages between supported languages
- **🎭 Cultural Adaptation**: Adapts responses based on cultural context and regional preferences
- **💬 Intelligent Conversation**: Powered by OpenAI GPT with fallback to rule-based responses
- **🎨 Modern Web Interface**: Responsive, Bootstrap-based UI with real-time chat

### Advanced Features
- **🎤 Voice Input/Output**: Speech-to-text and text-to-speech capabilities with multiple language support
- **😊 Sentiment Analysis**: Advanced sentiment and emotion detection with multi-language support
- **🧠 Conversation Memory**: Persistent conversation context with learning capabilities
- **📄 Document Analysis**: Support for PDF, Word, Excel, images with OCR and content extraction
- **👥 Real-time Collaboration**: Multi-user chat rooms with WebSocket support
- **📈 Advanced Analytics**: Comprehensive analytics dashboard with visualizations and reports
- **🎭 Personality Customization**: Multiple personality profiles (Professional, Friendly, Casual, Academic, Creative)
- **🖼️ Multi-modal Input**: Support for text, voice, images, video, and mixed input processing
- **📊 Session Analytics**: Track conversation statistics and language usage
- **💾 Chat History**: Save and export conversation history
- **🔒 Security Features**: Rate limiting, input validation, CORS configuration

## 🐛 Bug Fixes

- Fixed undefined `response` variable when `user_language == 'en'` in app.py
- Fixed undefined `detected_lang` variable when `user_language` is provided
- Removed incorrect `logging` package from requirements.txt (built-in module)
- Removed incorrect `tesseract-ocr` package from requirements.txt (system dependency)
- Created missing required directories (logs, instance)
- Improved configuration management and app initialization

## 📦 Technical Details

### Requirements
- Python 3.8 or higher
- Flask 2.3.3
- OpenAI API key (optional, for AI responses)
- Google Translate API key (optional, for enhanced translations)

### Installation
```bash
# Clone the repository
git clone https://github.com/rskworld/multi-language-chatbot.git
cd multi-language-chatbot

# Create virtual environment
python -m venv venv
venv\Scripts\activate # Windows
# source venv/bin/activate # macOS/Linux

# Install dependencies
pip install -r requirements.txt

# Copy environment file
cp .env.example .env

# Edit .env file with your API keys
# OPENAI_API_KEY=your_openai_api_key_here
# GOOGLE_TRANSLATE_API_KEY=your_google_translate_api_key_here

# Run the application
python run.py
```

### Project Structure
```
multi-language-chatbot/
├── app.py # Main Flask application
├── run.py # Application runner
├── config.py # Configuration settings
├── requirements.txt # Python dependencies
├── .env.example # Environment variables template
├── README.md # Documentation
├── LICENSE # MIT License
├── modules/ # Core modules
│ ├── language_detector.py
│ ├── translator.py
│ ├── cultural_adapter.py
│ ├── chatbot_core.py
│ ├── voice_processor.py
│ ├── sentiment_analyzer.py
│ ├── conversation_memory.py
│ ├── document_analyzer.py
│ ├── collaboration_manager.py
│ ├── analytics_engine.py
│ ├── personality_engine.py
│ └── multimodal_processor.py
├── templates/ # HTML templates
│ └── index.html
├── static/ # Static assets
│ ├── css/
│ │ └── style.css
│ └── js/
│ └── chatbot.js
├── tests/ # Test suite
│ └── test_chatbot.py
├── logs/ # Log files
└── instance/ # Instance files
```

## 🔧 API Endpoints

- `GET /` - Main chat interface
- `POST /chat` - Send message and get response
- `POST /detect_language` - Detect language of text
- `POST /translate` - Translate text between languages
- `GET /languages` - Get supported languages
- `GET /health` - Health check
- `POST /voice/speech-to-text` - Convert speech to text
- `POST /voice/text-to-speech` - Convert text to speech
- `POST /sentiment/analyze` - Analyze sentiment
- `GET /memory/conversation` - Get conversation history
- `POST /document/analyze` - Analyze uploaded document
- `GET /collaboration/rooms` - Get collaboration rooms
- `POST /collaboration/room/create` - Create collaboration room
- `GET /analytics/dashboard` - Get analytics data
- `GET /personality/profiles` - Get personality profiles
- `POST /personality/set` - Set personality profile
- `POST /multimodal/process` - Process multi-modal input

## 📚 Documentation

For detailed documentation, please refer to:
- [README.md](README.md) - Complete project documentation
- [manifest.ini](manifest.ini) - Project manifest
- [LICENSE](LICENSE) - MIT License

## 🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

## 📞 Support

**RSK World**
- 📧 Email: help@rskworld.in
- 📱 Phone: +91 93305 39277
- 🌐 Website: https://rskworld.in
- 📍 Address: Nutanhat, Mongolkote, Purba Burdwan, West Bengal, India, 713147

## 📄 License

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

---

**© 2026 RSK World. All rights reserved.**
*Content used for educational purposes only.*
tests/__init__.py
Raw Download
Find: Go to:
"""
Multi-language Chatbot Test Suite
Author: RSK World (https://rskworld.in)
Founder: Molla Samser
Designer & Tester: Rima Khatun
Contact: help@rskworld.in, +91 93305 39277
Year: 2026
Description: Test initialization for multi-language chatbot
"""
10 lines•258 B
python

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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Nutanhat, Mongolkote
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India, 713147

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© 2026 RSK World. All rights reserved.

Content used for educational purposes only. View Disclaimer