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Chanet

🚀 Overview

Chanet is an AI-powered SaaS tool designed to simplify the creation of machine learning (ML) and deep learning (DL) models. Through a chat-based interface, users can generate optimized code, receive dataset recommendations, and download ready-to-train Jupyter Notebook files—all without writing complex architectures manually.

🌟 Key Features

  • Chat-Based Model Creation: Describe your ML/DL needs, and Chanet generates the code for you.
  • Real-Time Code Generation: Optimized scripts tailored to your requirements.
  • Seamless Dataset Integration: Uses Kaggle API to suggest relevant datasets.
  • One-Click Export: Download .ipynb files hassle-free.
  • Session Management: Retrieve past generated code and datasets.
  • High Performance: Achieved a Lighthouse score of 96 (Performance), 100 (Accessibility), 93 (Best Practices), and 100 (SEO).

🛠️ Tech Stack

  • Frontend: Next.js, Tailwind CSS, Monaco Editor
  • Backend: Node.js, Express.js
  • Database: MongoDB
  • AI & Optimization: Google's Gemini AI, Optuna
  • Authentication: GitHub OAuth
  • API Integrations: Kaggle API

🌍 Live Demo

🔗 Chanet Live 📺 YouTube Demo

🐞 Known Issues & Feedback

Chanet is still evolving, and there may be some bugs. I’d love your feedback to improve it further! Feel free to test, break, and share your thoughts. 😊

🤝 Contributing

Contributions are welcome! Feel free to fork the repository, open issues, or submit pull requests.

📜 License

This project is licensed under the MIT License.


Made with ❤️ by [Vatsal]

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