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BentoML context should be able to handle the work: https://docs.bentoml.org/en/latest/concepts/service.html#inference-context

If all you want to do is send an error code or message, you can simply subclass

BentoMLException

and set

error_code

or

message

; see https://github.com/bentoml/BentoML/blob/main/src/bentoml/exceptions.py for a few examples.

Thanks for the update will check these options and get back