Deploying a model
How to deploy a model
To use your model with your application, you need to deploy it.
To deploy a model, follow the steps described below:
Navigate to NLU → Deployments section and click Deploy.
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In the opened dialog box, select a deployment type, either Testing or Production, and click Next.
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Never use Testing deployment for production! They should only be used for testing purposes.
In the opened dialog box, fill in the fields as described below.
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Name: Enter a name for your application.
Group: Select a group of users who can use the deployed model.
NLU Model: Select a model from the list of available models.
Description: Provide an optional description for the deployment.
Click Deploy. The deployment is added to the Deployments list. While the deployment process is ongoing, its status is set as Working.
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As soon as the process is completed, the status will automatically change to Running. You can switch on the Created by me toggle, to filter out the deployments created by you.
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The completed Testing deployments are marked with the Bug icon.
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Testing deployments are automatically stopped after 30 days. Before the deployment is stopped, you will receive automated service notifications 24 hours and 2 hours in advance.
You can start a stopped deployment manually at any time.
A deployed model that is not the latest version is indicated with an exclamation icon, as shown below:
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If you navigate to the NLU Models tab, you will also see the deployed models labeled with the Rocket icon for your convenience.
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Model deployments details
To see the model’s deployment details, proceed as follows:
Navigate to NLU → NLU Models.
Select a model from the list and click on it. The drill-down page opens.
Go to the Deployments tab. All the model deployments are listed here.
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Click the Arrow button to navigate to the deployment management page and see more information on a specific deployment.
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