langchain_experimental.comprehend_moderation.base_moderation_config.ModerationPiiConfig¶
class langchain_experimental.comprehend_moderation.base_moderation_config.ModerationPiiConfig[source]¶
Bases: BaseModel
Create a new model by parsing and validating input data from keyword arguments.
Raises ValidationError if the input data cannot be parsed to form a valid model.
param labels: List[str] = []¶
List of PII Universal Labels.
Defaults to list[]
param mask_character: str = '*'¶
Redaction mask character in case redact=True, defaults to asterisk (*)
param redact: bool = False¶
Whether to perform redaction of detected PII entities
param threshold: float = 0.5¶
Threshold for PII confidence score, defaults to 0.5 i.e. 50%
classmethod construct(_fields_set: Optional[SetStr] = None, **values: Any) → Model¶
Creates a new model setting __dict__ and __fields_set__ from trusted or pre-validated data.
Default values are respected, but no other validation is performed.
Behaves as if Config.extra = ‘allow’ was set since it adds all passed values
copy(*, include: Optional[Union[AbstractSetIntStr, MappingIntStrAny]] = None, exclude: Optional[Union[AbstractSetIntStr, MappingIntStrAny]] = None, update: Optional[DictStrAny] = None, deep: bool = False) → Model¶
Duplicate a model, optionally choose which fields to include, exclude and change.
Parameters
include – fields to include in new model
exclude – fields to exclude from new model, as with values this takes precedence over include
update – values to change/add in the new model. Note: the data is not validated before creating
the new model: you should trust this data