Autonomous Collaborative between GPT and MATLAB

版本 1.0.0 (2.1 KB) 作者: Dyson Freeman

A small step toward to the dream of "GPT-in-the-loop".

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更新时间 2023/4/20

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Only a single file here.

HOW TO USE:

You should FIRST take your own OPENAI's API key, copy it into a txt file, rename the file to "API-key.txt". The '.txt' file and the '.m' file should be placed in the same directory.

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VIDEO:

Testing the auto collaboration function

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The system only requires human operators to give the final goal, and the GPT will generate MATLAB code based on the requirements and automatically interact with MATLAB to check and modify code errors according to the feedback, until giving the correct answer (if lucky). However, there are two points to note：

First, this is only an initial attempt of the grand architecture of "GPT-in-the-loop" system in my mind. Therefore, the entire interaction process is still in its infancy. For slightly more complex instructions, there is a high chance of getting stuck in a "loop of correcting errors" and cannot produce the correct answer.
Second, since OpenAI does not provide contextual meaning, this solution can only be implemented through reference, leading to substantial token consumption. Please use it as needed and regularly monitor the account balance.

引用格式

Dyson Freeman (2024). Autonomous Collaborative between GPT and MATLAB (https://www.mathworks.com/matlabcentral/fileexchange/128093-autonomous-collaborative-between-gpt-and-matlab), MATLAB Central File Exchange. 检索来源 2024/8/26.