GPT-Migrate

Easily migrate your codebase from one language to another.

111 followers

Easily migrate your codebase from one language to another.

111 followers

GPT-Migrate helps you migrate your codebase from one language or framework to another. Imagine: ◐ a Flask API -> FastAPI or Node.js ◑ ◐ a React Native app -> Swift/Android ◑ ◐ a Vue frontend -> Typescript + Next.js ◑..all in just a few minutes ⚡️

Free

Launch tags:Open Source•Developer Tools•Artificial Intelligence

Launch Team

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Promoted

Coframe

Maker

📌

Hey! Josh here, maker of GPT-Migrate. Thank you for taking the time to check out the project! Code migration is a painful and arduous task. A couple weeks ago, I had to do a migration for another project I’ve been hacking on. It took a few long days, but as I migrated, tested, and debugged function after function, I started to realize that this process could be largely, if not fully, handled with today’s most powerful LLMs. Last week at a hackathon, GPT-Migrate was born. It works by creating a standardized environment (Docker), translating the code of the source project to the target language/framework, creating unit tests against the source project, testing the newly generated codebase against these, and iteratively debugging based on the error messages and logs. The most common question I hear is, “does it work with language x to language y?” My answer is: “try it!” Usually the tool will create *something* useful, even if it isn’t totally correct the first time (and with human help, it can cross the finish line). I’d encourage you to give it a shot with a codebase that you have, even if just for fun! I’d recommend using GPT-4 32k if you do. Smaller models can work but sometimes the input size can be too large. We’re currently working on an improvement here. What’s next? There are a few “boring” improvements we’ll be making, such as creating more robust unit tests, better and more benchmarks, support for more LLMs, etc. There are also a few exciting things on the horizon that you’ll need to stay tuned to hear about! (Did someone say no more devops? 👀) Finally, I’d like to thank Ryan Hoover for encouraging me to launch this on Product Hunt, and especially Chris Messina for hunting it!! It wouldn’t have happened without you. Cheers and happy migrating!

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3yr ago

@0xpayne i'm going to migrate my legacy php code to python tonight!

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3yr ago

Osaurus

Hunter

📌

This is the #1 trending project on GitHub right now! 🔥

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3yr ago

Corbado

Looks like an awesome product! I've recently migrated many smaller code snippets in ChatGPT, great to see a more comprehensive solution

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3yr ago

SocialBu

Congratulations on launching GPT-Migrate, Josh! This sounds like a great tool for streamlining the code migration process. I'm curious, how does the tool handle more complex codebases with a large number of functions and dependencies? Does it have any limitations in terms of the size or complexity of the codebase it can handle?

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3yr ago

Coframe

Maker

@heyumarkhan thanks for this question! It’s still too early to have a solid answer. One of the to-dos is coming out with more rigorous benchmarks. That said, the first pass is likely to take you at least a solid portion of the way there (80%?) and with human help on the other 20% you’d be good.

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3yr ago

ApyHub

Impressive tool! Migrating codebases from one language to another? I'm curious about the accuracy of the migration. Does it require human intervention? If so, to what extent?

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3yr ago

Traccia

Haven't tried the tool but congratulations on the launch of this idea. If it really works well, this could be huge. Enterprise level product. Please try to have a strong technical team and reach out small to mid level organisations, if you're not already doing that. This has great potential.

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3yr ago

Let's gooo! @0xpayne you made it trending #1 on GitHub, let's make it trending #1 on PH :)

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3yr ago

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