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RSK World
multi-language-chatbot
RSK World
multi-language-chatbot
Multi-language Chatbot - Python + Flask + OpenAI API + NLP + Translation + Language Detection + Cultural Adaptation
multi-language-chatbot
  • __pycache__
  • instance
  • languages
  • logs
  • modules
  • static
  • templates
  • tests
  • .env.example1.1 KB
  • .gitignore2 KB
  • GITHUB_RELEASE_TEMPLATE.md3.3 KB
  • LICENSE1.2 KB
  • README.md9.3 KB
  • RELEASE_NOTES.md6.4 KB
  • app.py18.5 KB
  • config.py4.2 KB
  • manifest.ini2.5 KB
  • requirements.txt1.6 KB
  • run.py2.9 KB
  • setup.py3.1 KB
RELEASE_NOTES.mdrequirements.txtLICENSE
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.*
requirements.txt
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# Multi-language Chatbot Requirements - Advanced Features
# Author: RSK World (https://rskworld.in)
# Founder: Molla Samser
# Designer & Tester: Rima Khatun
# Contact: help@rskworld.in, +91 93305 39277
# Year: 2026

# Web Framework
Flask==2.3.3
Flask-CORS==4.0.0

# AI and NLP
openai==0.28.1
langdetect==1.0.9
googletrans==4.0.0rc1
textblob==0.17.1

# Data Processing
numpy==1.24.3
pandas==2.0.3

# Voice Processing
SpeechRecognition==3.10.0
pyttsx3==2.90
pyaudio==0.2.11

# Audio Processing
librosa==0.10.1
soundfile==0.12.1

# Image Processing
Pillow==10.0.1
opencv-python==4.8.1.78
pytesseract==0.3.10

# Computer Vision
transformers==4.33.2
torch==2.0.1
torchvision==0.15.2

# Document Processing
PyPDF2==3.0.1
python-docx==0.8.11
xlrd==2.0.1
openpyxl==3.1.2

# OCR and Vision
# tesseract-ocr is a system dependency, install separately:
# Windows: Download from https://github.com/UB-Mannheim/tesseract/wiki
# Linux: sudo apt-get install tesseract-ocr
# macOS: brew install tesseract

# Timezone Handling
pytz==2023.3

# HTTP Requests
requests==2.31.0

# Environment Variables
python-dotenv==1.0.0

# Logging and Monitoring
# logging is built-in to Python, no need to install

# Development and Testing
pytest==7.4.2
pytest-flask==1.2.0
black==23.7.0
flake8==6.0.0

# Security
cryptography==41.0.4

# Data Validation
jsonschema==4.19.0

# Performance
gunicorn==21.2.0

# Analytics and Visualization
matplotlib==3.7.2
seaborn==0.12.2
scikit-learn==1.3.0

# Database
# sqlite3 is built-in to Python

# Advanced NLP (Optional)
spacy==3.6.1
nltk==3.8.1

# Additional Libraries
chardet==5.2.0
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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.

---

Multi-language Chatbot
Developed by RSK World (https://rskworld.in)
Founder: Molla Samser
Designer & Tester: Rima Khatun
Contact: help@rskworld.in, +91 93305 39277
Year: 2026
31 lines•1.2 KB
text
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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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Nutanhat, Mongolkote
Purba Burdwan, West Bengal
India, 713147

+91 93305 39277

hello@rskworld.in
support@rskworld.in

© 2026 RSK World. All rights reserved.

Content used for educational purposes only. View Disclaimer