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能否支持在jupyter内部运行LLM生成的代码 #133

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JayLZhou opened this issue Apr 2, 2024 · 1 comment · May be fixed by #231

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enhancement work in progress

JayLZhou commented Apr 2, 2024 •

edited

支持在jupyter环境运行LLM产生的代码

可以参考MetaGPT的实现
https://github.com/geekan/MetaGPT/blob/main/metagpt/actions/di/execute_nb_code.py#L30

优点如下:

更好的定位错误，来让LLM来自我reflection修复代码
对数据分析/数据科学任务更加友好
可以输出数据分析的图例
可以通过!pip xxx自动安装包来解决环境依赖问题
更好的拆解复杂代码任务，如可以把代码分解到几个cell内部，分别执行每个cell，这样的成功率会更高

JayLZhou added the enhancement label

DavdGao added the work in progress label

DavdGao assigned garyzhang99

DavdGao linked a pull request

that will close this issue

Add notebook executor as service function and add codeact agent. #231

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DavdGao commented May 24, 2024

Update progress: Related to PR #231

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