Guardrails AI

Opik integrates with Guardrails AI to allow you to log your activities to the Opik platform, simply invoke track_guardrails to start logging.

First, install the politeness check from the guardrails hub:

guardrails hub install hub://guardrails/politeness_check

Then you can run the example:

from guardrails import Guard, OnFailAction
from guardrails.hub import PolitenessCheck

import opik
from opik.integrations.guardrails import track_guardrails

politeness_check = PolitenessCheck(
    llm_callable="gpt-3.5-turbo", on_fail=OnFailAction.NOOP
)

guard: Guard = Guard().use_many(politeness_check)
guard = track_guardrails(guard, project_name="guardrails-integration-example")

result = guard.validate(
    "Would you be so kind to pass me a cup of tea?",
)

Every guardrails check will be logged as a separate trace. Opik will capture inputs, outputs, and provide the trace with a tag “fail” or “pass” for easier management.

You can learn more about the track_guardrails decorator in the following section:

• track_guardrails