NAME
    gcloud ai endpoints - manage Vertex AI endpoints

SYNOPSIS
    gcloud ai endpoints COMMAND [GCLOUD_WIDE_FLAG ...]

DESCRIPTION
    An endpoint contains one or more deployed models, all of which must have
    the same interface but may come from different models. An endpoint is to
    obtain online prediction and explanation from one of its deployed models.

    When you communicate with Vertex AI services, you identify a specific
    endpoint that is deployed in the cloud using a combination of the current
    project, the region, and the endpoint.

GCLOUD WIDE FLAGS
    These flags are available to all commands: --help.

    Run $ gcloud help for details.

COMMANDS
    COMMAND is one of the following:

     create
        Create a new Vertex AI endpoint.

     delete
        Delete an existing Vertex AI endpoint.

     deploy-model
        Deploy a model to an existing Vertex AI endpoint.

     describe
        Describe an existing Vertex AI endpoint.

     direct-predict
        Run Vertex AI online direct prediction.

     direct-raw-predict
        Run Vertex AI online direct raw prediction.

     explain
        Request an online explanation from an Vertex AI endpoint.

     list
        List existing Vertex AI endpoints.

     predict
        Run Vertex AI online prediction.

     raw-predict
        Run Vertex AI online raw prediction.

     stream-direct-predict
        Run Vertex AI online stream direct prediction.

     stream-direct-raw-predict
        Run Vertex AI online stream direct raw prediction.

     stream-raw-predict
        Run Vertex AI online stream raw prediction.

     undeploy-model
        Undeploy a model from an existing Vertex AI endpoint.

     update
        Update an existing Vertex AI endpoint.

NOTES
    These variants are also available:

        $ gcloud alpha ai endpoints

        $ gcloud beta ai endpoints