CommandR Assistant (Experimental Prototype)

⚠️ Prototype Status

This is an experimental prototype of a desktop GUI for Cohere's Command model. It is currently in early development and contains known issues. This release is intended for testing and feedback purposes only.

Project Description

CommandR Assistant is an experimental desktop GUI application that provides a simple interface for interacting with Cohere's Command model. Built with CustomTkinter and designed for macOS, it attempts to integrate natural language processing with system operations like calendar management.

🧪 v0.1.0-alpha (Initial Prototype)

Features

• Basic chat interface with Cohere's Command model
• Experimental calendar event creation (highly unstable)
• Temperature adjustment for responses
• Stream/non-stream response toggle
• Dark mode interface

Known Issues

• Calendar integration may fail or behave unexpectedly
• Async operations can cause UI freezes
• Response generation sometimes requires multiple attempts
• Return key handling is inconsistent
• Memory usage grows over time
• No proper error recovery for failed API calls
• Stream mode may display incomplete responses
• Settings are not persisted between sessions

Installation

# Clone the repository
git clone https://github.com/raeeceip/command-r-assistant.git
cd command-r-assistant

# Create and activate virtual environment
python -m venv .venv
source .venv/bin/activate  # On Windows: .venv\Scripts\activate

# Install dependencies
pip install -r requirements.txt

# Set up environment variables
echo "COHERE_API_KEY=your_api_key_here" > .env

# Run the application
python src/main.py

Requirements

• Python 3.8+
• macOS (calendar features are macOS-specific)
• Cohere API key
• Minimum 512MB RAM
• Internet connection

Usage Warning

⚠️ This software is experimental and not intended for production use. It may:

• Crash unexpectedly
• Create invalid calendar entries
• Fail to handle errors gracefully
• Consume excessive system resources
• Lose conversation history
• Generate unexpected responses

Development Status

This project is in active development but is currently:

• Missing proper testing
• Lacking error handling in many areas
• Using experimental async patterns
• Not optimized for performance
• Missing many planned features

Planned Improvements

1. Proper async/sync handling
2. Robust error recovery
3. Persistent settings storage
4. Memory optimization
5. Proper calendar integration
6. Cross-platform support
7. Conversation history
8. Response validation
9. Unit tests
10. CI/CD pipeline

Contributing

This is an experimental project and contributions are welcome. However, please note that the codebase is rapidly changing and may be significantly refactored.

License

MIT License - See LICENSE file for details

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Setup Instructions for Developers

Environment Setup

# Required environment variables
COHERE_API_KEY=your_api_key_here

# Optional configuration
DEBUG=True
LOG_LEVEL=DEBUG

Development Dependencies

pip install -r requirements-dev.txt

Running Tests (Not Yet Implemented)

pytest tests/

Project Structure

command-r-assistant/
├── src/
│   ├── components/
│   ├── theme/
│   ├── validators/
│   ├── views/
│   └── main.py
├── tests/
├── .env
├── requirements.txt
└── README.md

Debug Mode

To run in debug mode with additional logging:

python src/main.py --debug

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Future Directions

1. Expanded Capabilities:

   • Multi-model support
   • Cross-platform compatibility
   • Mobile companion app
   • Web interface option

2. Enterprise Features:

   • Team collaboration tools
   • Custom model fine-tuning interface
   • Advanced security features
   • Audit logging

3. Integration Platform:

   • API gateway functionality
   • Custom connector framework
   • Workflow automation tools
   • Integration marketplace

Acknowledgments

• Cohere team for the Command R model
• CustomTkinter for the modern UI framework

⚠️ Final Note: This is a prototype release intended for testing and feedback. Use at your own risk and please report any issues you encounter.