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Datarobot Create Genai Custom Model Vector Db Validation

Create a validation for a GenAI custom model deployment's vector database capabilities. Returns immediately with validation ID - validation runs asynchronously and status can be checked using the returned ID. Use when you need to verify that a custom model deployment can properl…

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Use Datarobot Create Genai Custom Model Vector Db Validation

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Free
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Inputs

  • namestring
    Custom name for the validation. Defaults to 'Untitled' if not provided. Maximum length: 5000 characters.
  • modelIdstring
    The ID of the specific model version used in the deployment. If not provided, uses the current model from the deployment.
  • useCaseIdstring
    The ID of the use case to associate with the validated custom model. Links the validation to a specific business use case for tracking and governance.
  • deploymentIdstring
    Required
    The ID of the custom model deployment to validate. This must be a valid deployment ID from a custom GenAI model.
  • promptColumnNamestring
    Required
    The name of the column the custom model uses for prompt text input. This column will be used to send test prompts during validation.
  • targetColumnNamestring
    Required
    The name of the column the custom model uses for prediction output. This column will be checked for validation results.
  • predictionTimeoutinteger
    Timeout in seconds for prediction requests during validation. Must be between 1 and 600 seconds. Defaults to 300 seconds (5 minutes) if not specified.

Observable output

  • data
    Required
    Data from the action execution
  • errorstring
    Error if any occurred during the execution of the action
  • successfulboolean
    Required
    Whether or not the action execution was successful or not

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