AI Duel is an innovative web application that allows users to compare different language models in real-time. Developed as part of my training at Le Wagon, this application aggregates multiple LLMs (Large Language Models) through simultaneous API calls to provide a seamless and interactive user experience.
Features:
- User authentication
- Real-time updates
- Community voting system
- AI model integration
- Leaderboard
- User profiles
- Challenge history
- Search functionality
Challenges:
- Integrating multiple AI models
- Real-time data synchronization
- Building a scalable voting system
- Ensuring user data privacy
- Creating an engaging user interface
- Handling large volumes of data
- Optimizing performance
Potential Improvements:
- More LLMs: Integrate additional Language Learning Models (LLMs) to provide a more comprehensive comparison.
- Enhanced UI: Improve the user interface for better usability and aesthetics.
- Mobile Optimization: Ensure the application is fully responsive and optimized for mobile devices.
- User Feedback: Implement a system for users to provide feedback on the AI models.
- Community Features: Add features for users to discuss and share insights about the models.
- Model Customization: Allow users to customize the parameters of the models for more tailored comparisons.