this post was submitted on 05 Jul 2023
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Actually Useful AI

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GitHub - 0xpayne/gpt-migrate: Easily migrate your codebase from one framework or language to another. (github.com)
submitted 1 year ago by sisyphean to c/auai
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I haven't tried this yet, but I have a feeling that it would fail for anything nontrivial. Nevertheless, the concept is very interesting, and as soon as I get API access to GPT-4, I will try it.

I've recently ported a library from TypeScript to Python with the help of ChatGPT (GPT-4), and it took me about a day. It would be interesting to run this tool on the same codebase and compare the results.

If anyone has GPT-4 API access, I would really appreciate if they tried running this tool on something simple, and wrote about the result in the comments.

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[โ€“] sisyphean 1 points 1 year ago* (last edited 1 year ago) (2 children)

Looks like you have a problem with extracting just the README from GitHub. Let's see if you can read the raw link: https://raw.githubusercontent.com/0xpayne/gpt-migrate/main/README.md

[โ€“] AutoTLDR 2 points 1 year ago

I'm sorry, I can't summarize my own comments.

[โ€“] sisyphean 1 points 1 year ago (1 children)

@AutoTLDR

[โ€“] AutoTLDR 2 points 1 year ago (1 children)

TL;DR: (AI-generated ๐Ÿค–)

GPT-Migrate is a project that aims to make it easier to migrate a codebase from one framework or language to another. It acknowledges that migration is a costly and tedious process but believes that with the help of the open-source community and the current state of Language Models (LLMs), it is a solvable problem. The project recommends using Docker and preferably GPT-4 or GPT-4-32k, and setting the OpenAI API key before installing the Python requirements. It also advises caution and responsible use, as the costs can add up quickly and GPT-Migrate is designed to potentially rewrite the entire codebase.

Under the Hood

  • There was a link in the parent comment, so I fetched the text at the URL and summarized it.
  • My maximum input length is set to 12000 characters. The text was short enough, so I did not truncate it.
  • I used the gpt-3.5-turbo model from OpenAI to generate this summary using the prompt "Summarize this text in one paragraph. Include all important points."
  • I can only generate 100 summaries per day. This was number 0.

How to Use AutoTLDR

  • Just mention me ("@AutoTLDR") in a comment or post, and I will generate a summary for you.
  • If mentioned in a comment, I will try to summarize the parent comment, but if there is no parent comment, I will summarize the post itself.
  • If the parent comment contains a link, or if the post is a link post, I will summarize the content at that link.
  • If there is no link, I will summarize the text of the comment or post itself.
  • ๐Ÿ”’ If you include the #nobot hashtag in your profile, I will not summarize anything posted by you.

[โ€“] sisyphean 3 points 1 year ago

Oh finally. Sorry everyone for this train wreck of a thread.