Quack-The-Code: Agentic AI Driven

Quack-The-Code is an AI-powered legacy code modernization platform that transforms outdated programming languages into modern equivalents. The system leverages specialized AI agents to analyze and convert legacy code while preserving functionality and logic.

• Multi-Language Support: Convert from legacy languages including:

  • COBOL
  • Fortran
  • Pascal
  • Assembly

• Target Modern Languages:

  • Python
  • C++
  • Java
  • C

• Intelligent Conversion: Maintains original program logic and behavior

• Specialized Agents: Each legacy language has a dedicated AI specialist

• Comprehensive Logging: Detailed logs for tracking conversion process

1. Clone the repository:

   git clone https://github.com/yourusername/Quack-The-Code.git
   cd Quack-The-Code

2. Install dependencies:

   pip install -r requirements.txt

3. Set up environment variables:

   cp .env.example .env
   # Edit .env with your API keys and configuration

Quack-The-Code/
├── config/
│   └── agents.yaml       # Agent configuration - Q Generated
├── legacy_code/
│   └── uploads/          # Original legacy code files - Runtime Generated
├── modernized_code/
│   └── output/           # Generated modern code files - Runtime Generated
├── .env                  # Environment variables - Update it 
├── config.json           # Application configuration 
├── crew.py               # Main application file - Q Generated (Extension)
├── q-config.json         # Q configuration - Q Generated
|__ readme.md             # End to end flow - Q Generated
|__ frontend
|   |__streamlit_app.py   # Frontend done by me
└── requirements.txt      # Dependencies - Q Generated

1. Input Processing: The system reads the legacy code file and identifies the source language.
2. Agent Selection: Based on the source language, a specialized AI agent is selected.
3. Code Analysis: The agent analyzes the legacy code structure, logic, and functionality.
4. Conversion: The code is transformed into the target modern language.
5. Output Generation: The modernized code is saved to the output directory.

Quack-The-Code uses the CrewAI framework to orchestrate specialized AI agents:

• COBOL Specialist: Expert in modernizing COBOL systems
• Fortran Specialist: Specialized in scientific computing code conversion
• Pascal Specialist: Focused on Pascal's structured programming paradigms
• Assembly Expert: Skilled in translating low-level operations to high-level abstractions

1. Fork the repository
2. Create a feature branch: git checkout -b feature/amazing-feature
3. Commit your changes: git commit -m 'Add amazing feature'
4. Push to the branch: git push origin feature/amazing-feature
5. Open a Pull Request

This project is licensed under the MIT License - see the LICENSE file for details.

• CrewAI - AI agent orchestration framework
• OpenAI - Language model provider