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lightaime avatar lightaime commented on June 12, 2024

That is an awesome idea! Thanks @dandansamax.

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yhyu13 avatar yhyu13 commented on June 12, 2024

@dandansamax Would you like to elaborate more on how ast could identify potential risks in generated py code?

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dandansamax avatar dandansamax commented on June 12, 2024

@dandansamax Would you like to elaborate more on how ast could identify potential risks in generated py code?

@yhyu13 Sure. Actually it was inspired by the implementation of the hugging face agent. See python_interpreter.py.

The basic idea is to parse the generated python code through ast.parse() and check all subtress in the "ast". We only allow several types of python expressions to execute, such as variable assign, function call, ... other expressions like import are forbidden. Moreover, the code is executed manually (instead of exec). So the execution process in more secure and controllable.

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dandansamax avatar dandansamax commented on June 12, 2024

#182 has been merged. Close this issue.

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