Roll out your model

Now that you have developed, trained, and tested out your model, you are ready to roll out the model and the project. This way, users can interact with it via an application and you can see how well your application works “in the wild”.

To do this, you will first need to:

1. Build your model resources.
2. Create and deploy an application configuration.
3. Create authorization credentials

This will build and deploy resources and give you application-specific credentials to access the resources.

With resources deployed and credentials in hand, you will be able to build a client application that harnesses the resources. Resources are accessed via the NLUaaS gRPC API or the ASRaaS gRPC API.

The data from applications can then be brought back in to Mix.nlu via the Discover tab.