Actually Useful AI

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Our community focuses on programming-oriented, hype-free discussion of Artificial Intelligence (AI) topics. We aim to curate content that truly contributes to the understanding and practical application of AI, making it, as the name suggests, "actually useful" for developers and enthusiasts alike.

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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 [email protected] to c/[email protected]

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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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[–] [email protected] 2 points 1 year ago (1 children)

TL;DR: (AI-generated 🤖)

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.
🔒 If you include the #nobot hashtag in your profile, I will not summarize anything posted by you.

[–] [email protected] 3 points 1 year ago

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