Create a guardrail component - Amazon SageMaker Unified Studio

Amazon SageMaker Unified Studio is in preview release and is subject to change.

Create a guardrail component

You can create a guardrail as a component in an Amazon Bedrock IDE project. You can then add the guardrail component to a chat agent app. You can also create a guardrail component while you are creating a chat agent app. For an example, see Step 2: Add a guardrail to your chat agent app.

To create a guardrail component

  1. Navigate to the Amazon SageMaker Unified Studio landing page by using the URL from your admininstrator.

  2. Access Amazon SageMaker Unified Studio using your IAM or single sign-on (SSO) credentials. For more information, see Access Amazon SageMaker Unified Studio.

  3. Choose the Build menu at the top of the page.

  4. In the MACHINE LEARNING & GENERATIVE AI section, choose My apps.

  5. In the Select or create a new project to continue dialog box, select the project that you want to use.

  6. In the left pane, choose Asset gallery.

  7. Choose My components.

  8. In the Components section, choose Create component and then Guardrail. The Create guardrail pane is shown.

  9. For Guardrail name. enter a name for the guardrail.

  10. For Guardrail description enter a description for the guardrail.

  11. In Content filters do the following.

    1. Select Enable content filters to turn on content filtering.

    2. For Filter for prompts, choose the filters that you want to apply to prompts. For more information, see Content filters.

    3. If you want the filter to apply to responses that the model generates, select Apply the same filters for responses.

  12. In Blocked messsaging do the following:

    1. For Blocked messaging for prompts enter a message to display when the guardrail blocks content in the prompt.

    2. If you want to show a different message when the guardrail blocks content from a model's response, do the following:

      1. Clear Apply the same message for blocked responses.

      2. For Blocked messaging for responses, enter a message to display when the guardrail blocks content in the response from the model.

  13. Add a denied topic filter by doing the following:

    1. Choose Use advanced features.

    2. Choose Denied topics.

    3. Choose Add topic.

    4. For Name, enter a name for the filter.

    5. For Definition for topic, enter a definition for the content that you want to deny.

    6. (Optional) To help guide the guardrail, do the folllowing:

      1. Choose Sample phrases - optional.

      2. For Sample phrases, enter a phrase.

      3. Choose Add phrase.

      4. Add up to four more phrases by repeating the previous two steps.

      5. Choose Save.

    For information about denied topics, see Denied topics.

  14. Choose Create to create the guardrail.

  15. Add the guardrail component to a chat agent app by doing Add a guardrail component to a chat agent app.