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Codegram - Modernizing Legacy Code

Overview

Codegram is an advanced legacy code converter designed to transform VB, Delphi, and COBOL code into modern languages such as Java, C#, and Python. Our solution ensures lightning-fast conversion while maintaining code efficiency and readability. Codegram also provides integrated tools for debugging, code optimization, and code explanation to enhance the development experience.

System Design

AI-Driven Legacy to Modern Code SaaS System Design

Features

  • Lightning-fast Conversion: Converts large legacy code files to modern languages within milliseconds using advanced algorithms.
  • Efficiency without Sacrifice: Ensures converted code is efficient, readable, and adheres to modern coding standards.
  • Integrated Debugging Tools: Seamless error identification and correction in converted code.
  • Documentation Generator: Generates structured documentation templates to enhance code comprehension.
  • Code Debugger: Efficiently identifies and resolves code issues.
  • Email Verification: Ensures user data security by authenticating email addresses.
  • Conversion History: Stores conversion input data for future reference.

Technology Stack

Frontend

  • React & Vite: React provides optimized builds, while Vite offers a plugin-like architecture and ECMAScript support.

Backend

  • Python: Chosen for its extensive use in AI programs and modules, supported by a vast community.

AI Model

  • Mistral 8x7b: Selected as the most capable open-source Large Language Model (LLM) according to our assessments.

Database

  • PostgreSQL: Selected for its scalability and low latency.

Storage

  • AWS S3: Used for storing converted code and file conversion history.

Tools Developed:

  1. Conversion History

    • Description: This tool keeps a log of all conversion input data, allowing developers to track and review their conversion activities.
    • Features:
      • Stores conversion input data with timestamps.
      • Provides an easy-to-navigate history of past conversions.
      • Facilitates tracking and auditing of data transformations.

  2. Documentation Generator

    • Description: Automatically generates structured documentation templates for code, improving comprehension and maintainability.
    • Features:
      • Extracts key information from code comments and structure.
      • Creates clear and concise documentation templates.
      • Supports various documentation standards and formats (e.g., Javadoc, Doxygen).

  3. Code Debugger

    • Description: An intelligent tool that identifies and helps resolve issues in code efficiently.
    • Features:
      • Detects syntax and logical errors in code.
      • Provides detailed error descriptions and potential fixes.
      • Integrates with popular development environments.