Legacy Code Migration

Developed an AI-driven solution to automate the migration of legacy code from Delphi, COBOL, and VB to modern technologies such as C and Java, significantly reducing manual effort and errors. It utilizes machine learning models like Deep Q-learning and Natural Language Understanding (NLU) to analyze and translate legacy code snippets. The application also features a chatbot powered by GPT-3 API to assist users with code documentation and queries.

🚀 Features

• Automated Legacy Code Migration – Converts legacy code (e.g., Delphi, COBOL, VB) to modern languages (e.g., Java, C).
• Machine Learning-Based Analysis – Uses Deep Q-learning and NLU to improve translation accuracy.
• Chatbot Integration – Powered by GPT-3 API, it helps with code documentation and user queries.
• User-Friendly Interface – Built with React.js and Tailwind CSS.
• Backend Server – Implemented using Flask for seamless API interactions.

🛠 Tech Stack

Frontend

• React.js
• Tailwind CSS

Backend

• Flask

Machine Learning Models

• Deep Q-learning
• Natural Language Understanding (NLU)

📌 Installation & Setup

1. Clone the repository:

   git clone https://github.com/Sumith-2003/Legacy-Code-Migration.git
   cd Legacy-Code-Migration

2. Install frontend dependencies:

   cd project
   npm install
   npm run dev

   The frontend should now be running at http://localhost:5173.

3. Install backend dependencies:

   cd backend
   pip install -r requirements.txt
   python app.py

   The backend should now be running at http://localhost:5000.

📖 Usage

1. Upload or paste legacy code into the interface.
2. Select the target programming language for migration.
3. The AI-powered system will analyze and convert the code.
4. Use the chatbot for documentation and code-related queries.

💡 Future Enhancements

• Support for additional programming languages.
• Improved AI model accuracy for complex code migrations.
• Integration with cloud services for scalable processing.

📜 License

This project is open-source and available under the MIT License.

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🚀 Contributions & Issues
Feel free to fork this repository, raise pull requests, or report issues!
For any queries, contact Sumith.

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