| Name | Type | Description |
|---|---|---|
api_key | Optional[str] | Default: NoneWhyLabs API key. Optional because the preferred way to specify the API key is with environment variable WHYLABS_API_KEY. |
org_id | Optional[str] | Default: NoneWhyLabs organization id to write profiles to. If not set must be specified in environment variable WHYLABS_DEFAULT_ORG_ID. |
dataset_id | Optional[str] | Default: None |
sentiment | bool | Default: False |
toxicity | bool | Default: False |
themes | bool | Default: False |
logger | Optional[Logger] | Default: None |
Instantiate whylogs Logger from params.
The model or dataset this callback is gathering telemetry for. If not set must be specified in environment variable WHYLABS_DEFAULT_DATASET_ID.
If True will initialize a model to perform sentiment analysis compound score. Defaults to False and will not gather this metric.
If True will initialize a model to score toxicity. Defaults to False and will not gather this metric.
If True will initialize a model to calculate distance to configured themes. Defaults to None and will not gather this metric.
If specified will bind the configured logger as the telemetry gathering agent. Defaults to LangKit schema with periodic WhyLabs writer.
