The Model and Endpoint components expose the functionalities of the
Vertex AI Model
and Endpoint
resources. You can import existing
Model
resources that you've trained outside of Vertex AI, or that
you've trained using Vertex AI and exported. After you import your
Model
, this resource is available in Vertex AI. You can deploy this
Model
to an Endpoint
and then send prediction requests to this resource.
Learn more about how to Import models to Vertex AI and Request predictions.
Model operators
The Google Cloud Pipeline Components SDK includes the following operators related to the Model
resource:
Endpoint operators
The Google Cloud Pipeline Components SDK includes the following operators related to the Endpoint
resource:
API reference
For component reference, see the following Google Cloud Pipeline Components SDK reference pages:
For Vertex AI API resource reference, see the following API reference pages:
Version history and release notes
To learn more about the version history and changes to the Google Cloud Pipeline Components SDK, see the Google Cloud Pipeline Components SDK Release Notes.
Technical support contacts
If you have any questions, reach out to kubeflow-pipelines-components@google.com.