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hodgesz
Jun 5, 2024

I am referring to the documentation to setup multiple guardrails for a single guard object - https://www.guardrailsai.com/docs/hub/how_to_guides/multiple_validators

Is there a way to prioritize the response in the case where multiple guardrails get triggered so that the highest priority guardrail response gets returned? For instance maybe we have a self-harm and PII guardrails and they both trigger, we would like the response for self-harm to come back.

Is that possible in guardrails-ai?
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Answered by wylansford Jun 5, 2024

At the moment no, all guards are run with the same prioritization. You may be able to get some of the info you are looking for by checking the guard history:

 from guardrails import Guard
 from guardrails.hub import RegexMatch, ValidLength

 guard = Guard().use_many(
     ValidLength(min=1, max=128, on_fail="fix"),
     RegexMatch(regex="^[A-Z][a-z]*$", on_fail="fix"),
 )

 result = guard.parse("��Caesar is a great leader")  # Guardrail Fails

 print(guard.history)

It will have some of the information for each guard that is run

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wylansford
Jun 5, 2024

At the moment no, all guards are run with the same prioritization. You may be able to get some of the info you are looking for by checking the guard history:

 from guardrails import Guard
 from guardrails.hub import RegexMatch, ValidLength

 guard = Guard().use_many(
     ValidLength(min=1, max=128, on_fail="fix"),
     RegexMatch(regex="^[A-Z][a-z]*$", on_fail="fix"),
 )

 result = guard.parse("��Caesar is a great leader")  # Guardrail Fails

 print(guard.history)

It will have some of the information for each guard that is run
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hodgesz
Jun 5, 2024
Author

Appreciate your quick response! Let me try guard.history and see how that works. I will reach back out if I have any more questions.
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