GPT-Migrate

GPT-Migrate is an AI tool designed to simplify the process of migrating a codebase to a new framework or language. It automates the tedious and costly task of rewriting code by utilizing large language models (LLMs) and Docker environments. With GPT-Migrate, you can save time and effort while ensuring accurate and reliable code migration.

Key Features:

1. Automated Code Migration: GPT-Migrate analyzes your existing codebase and recursively rebuilds new code in the target language, starting from the designated entry file. It handles the selection of dependencies and creates a Docker environment for the target language.

2. Unit Testing and Debugging: The tool generates unit tests using Python's unittest framework and can validate them against your existing app. It also provides iterative debugging capabilities, leveraging logs, error messages, and directory structure to assist in code refinement.

3. Customization and Options: GPT-Migrate offers various options to customize its behavior, such as specifying the LLM model, temperature setting, source and target directories, language-specific guidelines, and more.

Use Cases:

1. Framework Migration: GPT-Migrate is ideal for developers who need to migrate their codebase from one framework to another. Whether you're moving from Flask to Node.js or Django to Ruby on Rails, this tool can automate the process and ensure a smooth transition.

2. Language Conversion: If you want to convert your code from one programming language to another, GPT-Migrate can be a valuable asset. Whether it's translating Python code to JavaScript or C++ code to Rust, this tool can handle the complexity and save you time.

3. Debugging Assistance: GPT-Migrate provides debugging assistance by analyzing logs, error messages, and relevant files. It offers iterative debugging actions, such as file editing or creation, to help resolve issues during the migration process.

Conclusion:

GPT-Migrate is an advanced AI tool that simplifies code migration by automating the rewriting process. With its automated code analysis, Docker environments, unit testing, and debugging capabilities, developers can migrate their codebases efficiently and accurately. By leveraging the power of large language models, GPT-Migrate streamlines the migration process, saving time and effort for developers.