Create an endpoint - Amazon SageMaker AI
To create an endpoint (using API)To create an endpoint (using the console)

Create an endpoint

To create a serverless endpoint, you can use the Amazon SageMaker AI console, the CreateEndpoint API, or the AWS CLI. The API and console approaches are outlined in the following sections. Once you create your endpoint, it can take a few minutes for the endpoint to become available.

To create an endpoint (using API)

The following example uses the AWS SDK for Python (Boto3) to call the CreateEndpoint API. Specify the following values:

  • For EndpointName, enter a name for the endpoint that is unique within a Region in your account.

  • For EndpointConfigName, use the name of the endpoint configuration that you created in the previous section.

response = client.create_endpoint(
    EndpointName="<your-endpoint-name>",
    EndpointConfigName="<your-endpoint-config>"
)

To create an endpoint (using the console)

  1. Sign in to the Amazon SageMaker AI console.

  2. In the navigation tab, choose Inference.

  3. Next, choose Endpoints.

  4. Choose Create endpoint.

  5. For Endpoint name, enter a name than is unique within a Region in your account.

  6. For Attach endpoint configuration, select Use an existing endpoint configuration.

  7. For Endpoint configuration, select the name of the endpoint configuration you created in the previous section and then choose Select endpoint configuration.

  8. (Optional) For Tags, enter key-value pairs if you want to create metadata for your endpoint.

  9. Choose Create endpoint.

    Screenshot of the create and configure endpoint page in the console.