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In this quickstart, create a LUIS app that uses the prebuilt domain HomeAutomation for turning lights and appliances on and off. This prebuilt domain provides intents, entities, and example utterances for you. When you're finished, you'll have a LUIS endpoint running in the cloud.

Sign in to LUIS portal

Note

Starting January 20th, the regional portals (au.luis.ai and eu.luis.ai) will be consolidated into a single portal and URL. If you were using one of these portals, you will be automatically re-directed to luis.ai. You will continue using the same regional resources you created and your data will continue to be saved and processed in the same region as your resource.

A new user to LUIS needs to follow this procedure:

1. Sign in to the LUIS portal, select your country/region and agree to the terms of use. If you see My Apps instead, a LUIS resource already exists and you should skip ahead to create an app. You will have two options signing up:

   • Using an Azure resource (recommended) - allows you to link your LUIS account with a new or existing Azure Authoring resource. This is equivalent to signing up already migrated. You won't need to go through the migration process later on.

   • Using a trial key. This allows you to sign in to LUIS with a trial resource that you don't need to set up. If you choose this option, you will eventually be required to migrate your account and link your applications to an authoring resource.

2. In the Choose an authoring window that appears, find your Azure subscription, and LUIS authoring resource. If you don't have a resource, you can create a new one.

   When you create a new authoring resource, provide the following information:

   • Tenant name - the tenant your Azure subscription is associated with.
   • Azure subscription name - the subscription that will be billed for the resource.
   • Azure resource group name - a custom resource group name you choose or create. Resource groups allow you to group Azure resources for access and management.
   • Azure resource name - a custom name you choose, used as part of the URL for your authoring and prediction endpoint queries.
   • Pricing tier - the pricing tier determines the maximum transaction per second and month.

Select subscription and authoring resource

When you select a specific subscription and authoring resource, you will see a list of apps associated with it.

Create a new app

You can create and manage your applications on My Apps.

Create an application

To create an application, click + New app.

In the window that appears, enter the following information:

Name	Description
AName	A name for the your app. For example 'home automation'.
Culture	The language that your app understands and speaks.
Description	A description for your app.
Prediction resource	The prediction resource that will receive queries.

Select Done.

Note

The culture cannot be changed once the application is created.

Add prebuilt domain

1. In the left navigation, select Prebuilt domains.

2. Search for HomeAutomation.

3. Select Add domain on the HomeAutomation card.

   When the domain is successfully added, the prebuilt domain box displays a Remove domain button.

Intents and entities

1. Select Intents in the left navigation menu to see the HomeAutomation domain intents. It has example utterances, such as HomeAutomation.QueryState and HomeAutomation.SetDevice.

   Note

   None is an intent provided by all LUIS apps. You use it to handle utterances that don't correspond to functionality your app provides.

2. Select the HomeAutomation.TurnOff intent. The intent contains a list of example utterances that are labeled with entities.

3. If you want to view the entities for the app, select Entities. If you click on one of the entities, such as HomeAutomation.DeviceName you will see a list of values associated with it.

Train the LUIS app

1. In the top-right side of the LUIS website, select the Train button.

2. Training is complete when status indicator on the Train button is green.

Test your app

Once you've trained your app, you can test it.

1. Select Test from the top-right navigation.

2. Type a test utterance like Turn off the lights into the interactive test pane, and press Enter. For example, Turn off the lights.

   In this example, Turn off the lights is correctly identified as the top scoring intent of HomeAutomation.TurnOff.

3. Select Inspect to view more information about the prediction.

4. Close the test pane.

Score Prediction Today

Publish the app to get the endpoint URL

In order to receive a LUIS prediction in a chat bot or other client application, you need to publish the app to the prediction endpoint.

1. Select Publish in the top-right corner of the window.

2. Select the Production slot, then select Done.

3. Select the Access your endpoint URLs link in the notification to go to the Azure Resources page. The endpoint URLs are listed as the Example Query.

Nbc Score Prediction App

Query the V3 API prediction endpoint

1. In the LUIS portal, in the Manage section (top-right menu), on the Azure Resources page (left menu), on the Prediction Resources tab, copy the Example Query at the bottom of the page. The URL has your app ID, key, and slot name. The V3 prediction endpoint URL has the form of: https://YOUR-RESOURCE-NAME.api.cognitive.microsoft.com/luis/prediction/v3.0/apps/APP-ID/slots/SLOT-NAME/predict?subscription-key=YOUR-PREDICTION-KEY&<optional-name-value-pairs>&query=YOUR_QUERY_HERE

   Paste the URL into a new browser tab. If you don't see the URL, you don't have a prediction resource and will need to create one.

Score Prediction Against The Spread

2. In the browser address bar, for the query string, make sure the following name and value bars are in the URL. If they are not in the query string, add them:

   Name/value pair
   verbose=true
   show-all-intents=true

3. In the browser address bar, go to the end of the URL and enter turn off the living room light for the query value, then press Enter.

   Learn more about the V3 prediction endpoint.

Clean up resources

When no longer needed, delete the LUIS app. To do so, select My apps from the top left menu. Select the ellipsis (...) to the right of the app name in the app list, select Delete. On the pop-up dialog Delete app?, select Ok.

Next steps

You can call the endpoint from code: