Create an endpoint

We will now create an endpoint for the above Deal Prediction model to allow external applications to interact with the model seamlessly and get predictions.

Navigate to the Endpoints component in the left menu and click Create Endpoint.
Provide a name for the endpoint in Endpoint Name field; (we’ll name it Churn Prediction), and select the model pipeline name from the dropdown values of the Choose Model field. Then click Create Endpoint.
Once the endpoint is created, you can view the endpoint’s details page, as shown below. You can test the model by providing a sample request in the Request column and click on the Predict button. This will generate the predicted value in the Response column.
Click Publish and use the endpoint URL to integrate the ML model with any other applications.

Note : You can also check out this document to implement pipeline authentication. This ensures secured access to endpoints, the ML models, and datasets.

Last Updated 2024-04-05 23:41:34 +0530 +0530

Pipeline Endpoints