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Copy file name to clipboardExpand all lines: articles/ai-services/LUIS/faq.md
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@@ -115,7 +115,7 @@ To get the same top intent between all the apps, make sure the intent prediction
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When training these apps, make sure to [train with all data](how-to/train-test.md).
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Designate a single main app. Any utterances that are suggested for review should be added to the main app, then moved back to all the other apps. This is either a full export of the app, or loading the labeled utterances from the main app to the other apps. Loading can be done from either the [LUIS](./luis-reference-regions.md?view=rest-cognitiveservices-luis-authoring-v3.0-preview&tabs=HTTP) website or the authoring API for a [single utterance](/rest/api/cognitiveservices-luis/authoring/examples/add) or for a [batch](/rest/api/cognitiveservices-luis/authoring/examples/batch?view=rest-cognitiveservices-luis-authoring-v3.0-preview&tabs=HTTP).
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Designate a single main app. Any utterances that are suggested for review should be added to the main app, then moved back to all the other apps. This is either a full export of the app, or loading the labeled utterances from the main app to the other apps. Loading can be done from either the [LUIS](./luis-reference-regions.md?view=rest-cognitiveservices-luis-authoring-v3.0-preview&tabs=HTTP&preserve-view=true) website or the authoring API for a [single utterance](/rest/api/cognitiveservices-luis/authoring/examples/add) or for a [batch](/rest/api/cognitiveservices-luis/authoring/examples/batch?view=rest-cognitiveservices-luis-authoring-v3.0-preview&tabs=HTTP&preserve-view=true).
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Schedule a periodic review, such as every two weeks, of [endpoint utterances](how-to/improve-application.md) for active learning, then retrain and republish the app.
Copy file name to clipboardExpand all lines: articles/ai-services/LUIS/luis-concept-devops-testing.md
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@@ -132,7 +132,7 @@ When LUIS is training a model, such as an intent, it needs both positive data -
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The result of this non-deterministic training is that you may get a slightly [different prediction response between different training sessions](./luis-concept-prediction-score.md), usually for intents and/or entities where the [prediction score](./luis-concept-prediction-score.md) is not high.
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If you want to disable non-deterministic training for those LUIS app versions that you're building for the purpose of testing, use the [Version settings API](https://westus.dev.cognitive.microsoft.com/docs/services/5890b47c39e2bb17b84a55ff/operations/versions-update-application-version-settings) with the `UseAllTrainingData` setting set to `true`.
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If you want to disable non-deterministic training for those LUIS app versions that you're building for the purpose of testing, use the [Version settings API](/rest/api/cognitiveservices-luis/authoring/versions?view=rest-cognitiveservices-luis-authoring-v3.0-preview&preserve-view=true) with the `UseAllTrainingData` setting set to `true`.
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1. When you are done with the container, [import the endpoint logs](#import-the-endpoint-logs-for-active-learning) from the output mount in the LUIS portal and [stop](#stop-the-container) the container.
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1. Use LUIS portal's [active learning](how-to/improve-application.md) on the **Review endpoint utterances** page to improve the app.
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The app running in the container can't be altered. In order to change the app in the container, you need to change the app in the LUIS service using the [LUIS](https://www.luis.ai) portal or use the LUIS [authoring APIs](https://westus.dev.cognitive.microsoft.com/docs/services/5890b47c39e2bb17b84a55ff/operations/5890b47c39e2bb052c5b9c2f). Then train and/or publish, then download a new package and run the container again.
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The app running in the container can't be altered. In order to change the app in the container, you need to change the app in the LUIS service using the [LUIS](https://www.luis.ai) portal or use the LUIS [authoring APIs](/rest/api/cognitiveservices-luis/authoring/operation-groups?view=rest-cognitiveservices-luis-authoring-v3.0-preview). Then train and/or publish, then download a new package and run the container again.
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The LUIS app inside the container can't be exported back to the LUIS service. Only the query logs can be uploaded.
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Use the host, `http://localhost:5000`, for container APIs.
The query parameters configure how and what is returned in the query response:
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|Query parameter|Type|Purpose|
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|--|--|--|
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|`q`|string|The user's utterance.|
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|`timezoneOffset`|number|The timezoneOffset allows you to [change the timezone](luis-concept-data-alteration.md#change-time-zone-of-prebuilt-datetimev2-entity) used by the prebuilt entity datetimeV2.|
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|`verbose`|boolean|Returns all intents and their scores when set to true. Default is false, which returns only the top intent.|
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|`staging`|boolean|Returns query from staging environment results if set to true. |
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|`log`|boolean|Logs queries, which can be used later for [active learning](how-to/improve-application.md). Default is true.|
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***
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### Query the LUIS app
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* Use more [Azure AI containers](../cognitive-services-container-support.md)
Copy file name to clipboardExpand all lines: articles/ai-services/LUIS/luis-glossary.md
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### Prediction endpoint
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The LUIS prediction endpoint URL is where you submit LUIS queries after the [LUIS app](#application-app) is authored and published. The endpoint URL contains the region or custom subdomain of the published app as well as the app ID. You can find the endpoint on the **[Azure resources](luis-how-to-azure-subscription.md)** page of your app, or you can get the endpoint URL from the [Get App Info](https://westus.dev.cognitive.microsoft.com/docs/services/5890b47c39e2bb17b84a55ff/operations/5890b47c39e2bb052c5b9c37) API.
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The LUIS prediction endpoint URL is where you submit LUIS queries after the [LUIS app](#application-app) is authored and published. The endpoint URL contains the region or custom subdomain of the published app as well as the app ID. You can find the endpoint on the **[Azure resources](luis-how-to-azure-subscription.md)** page of your app, or you can get the endpoint URL from the [Get App Info](/rest/api/cognitiveservices-luis/authoring/apps/get?view=rest-cognitiveservices-luis-authoring-v3.0-preview&tabs=HTTP&preserve-view=true) API.
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Your access to the prediction endpoint is authorized with the LUIS prediction key.
Copy file name to clipboardExpand all lines: articles/ai-services/LUIS/luis-how-to-azure-subscription.md
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* 1 million authoring transactions
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* 1,000 testing prediction endpoint requests per month.
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You can use the [v3.0-preview LUIS Programmatic APIs](https://westus.dev.cognitive.microsoft.com/docs/services/luis-programmatic-apis-v3-0-preview/operations/5890b47c39e2bb052c5b9c2f) to manage authoring resources.
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You can use the [v3.0-preview LUIS Programmatic APIs](/rest/api/cognitiveservices-luis/authoring/apps?view=rest-cognitiveservices-luis-authoring-v3.0-preview&preserve-view=true) to manage authoring resources.
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## Prediction resource
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* The free (F0) prediction resource, which gives you 10,000 prediction endpoint requests monthly.
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* Standard (S0) prediction resource, which is the paid tier.
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You can use the [v3.0-preview LUIS Endpoint API](https://westus.dev.cognitive.microsoft.com/docs/services/luis-endpoint-api-v3-0-preview/operations/5f68f4d40a511ce5a7440859) to manage prediction resources.
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You can use the [v3.0-preview LUIS Endpoint API](/rest/api/cognitiveservices-luis/runtime/operation-groups?view=rest-cognitiveservices-luis-runtime-v3.0&preserve-view=true) to manage prediction resources.
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> [!Note]
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> * You can also use a [multi-service resource](../multi-service-resource.md?pivots=azcli) to get a single endpoint you can use for multiple Azure AI services.
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az account get-access-token --resource=https://management.core.windows.net/ --query accessToken --output tsv
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```
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1. Use the token to request the LUIS runtime resources across subscriptions. Use the API to [get the LUIS Azure account](https://westus.dev.cognitive.microsoft.com/docs/services/5890b47c39e2bb17b84a55ff/operations/5be313cec181ae720aa2b26c) that your user account has access to.
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1. Use the token to request the LUIS runtime resources across subscriptions. Use the API to [get the LUIS Azure account](/rest/api/cognitiveservices-luis/authoring/azure-accounts/get-assigned?view=rest-cognitiveservices-luis-authoring-v3.0-preview&tabs=HTTP&preserve-view=true) that your user account has access to.
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This POST API requires the following values:
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The API returns an array of JSON objects that represent your LUIS subscriptions. Returned values include the subscription ID, resource group, and resource name, returned as `AccountName`. Find the item in the array that's the LUIS resource that you want to assign to the LUIS app.
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1. Assign the token to the LUIS resource by using the [Assign a LUIS Azure accounts to an application](https://westus.dev.cognitive.microsoft.com/docs/services/5890b47c39e2bb17b84a55ff/operations/5be32228e8473de116325515) API.
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1. Assign the token to the LUIS resource by using the [Assign a LUIS Azure accounts to an application](/rest/api/cognitiveservices-luis/authoring/azure-accounts/assign-to-app?view=rest-cognitiveservices-luis-authoring-v3.0-preview&tabs=HTTP&preserve-view=true) API.
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This POST API requires the following values:
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az account get-access-token --resource=https://management.core.windows.net/ --query accessToken --output tsv
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```
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1. Use the token to request the LUIS runtime resources across subscriptions. Use the [Get LUIS Azure accounts API](https://westus.dev.cognitive.microsoft.com/docs/services/5890b47c39e2bb17b84a55ff/operations/5be313cec181ae720aa2b26c), which your user account has access to.
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1. Use the token to request the LUIS runtime resources across subscriptions. Use the [Get LUIS Azure accounts API](/rest/api/cognitiveservices-luis/authoring/azure-accounts/get-assigned?view=rest-cognitiveservices-luis-authoring-v3.0-preview&tabs=HTTP&preserve-view=true), which your user account has access to.
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This POST API requires the following values:
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The API returns an array of JSON objects that represent your LUIS subscriptions. Returned values include the subscription ID, resource group, and resource name, returned as `AccountName`. Find the item in the array that's the LUIS resource that you want to assign to the LUIS app.
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1. Assign the token to the LUIS resource by using the [Unassign a LUIS Azure account from an application](https://westus.dev.cognitive.microsoft.com/docs/services/5890b47c39e2bb17b84a55ff/operations/5be32554f8591db3a86232e1/console) API.
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1. Assign the token to the LUIS resource by using the [Unassign a LUIS Azure account from an application](/rest/api/cognitiveservices-luis/authoring/azure-accounts/remove-from-app?view=rest-cognitiveservices-luis-authoring-v3.0-preview&tabs=HTTP&preserve-view=true) API.
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This DELETE API requires the following values:
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You can move your LUIS app. Use the following resources to help you do so by using the Azure portal or Azure CLI:
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* [Move an app between LUIS authoring resources](https://westus.dev.cognitive.microsoft.com/docs/services/5890b47c39e2bb17b84a55ff/operations/apps-move-app-to-another-luis-authoring-azure-resource)
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* [Move a resource to a new resource group or subscription](../../azure-resource-manager/management/move-resource-group-and-subscription.md)
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* [Move a resource within the same subscription or across subscriptions](../../azure-resource-manager/management/move-limitations/app-service-move-limitations.md)
These settings are stored in the [exported](https://westus.dev.cognitive.microsoft.com/docs/services/5890b47c39e2bb17b84a55ff/operations/5890b47c39e2bb052c5b9c40) app and updated with the REST APIs or LUIS portal.
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These settings are stored in the [exported](/rest/api/cognitiveservices-luis/authoring/versions/export?view=rest-cognitiveservices-luis-authoring-v3.0-preview&tabs=HTTP&tabs=HTTP&preserve-view=true) app and updated with the REST APIs or LUIS portal.
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Changing your app version settings resets your app training status to untrained.
Copy file name to clipboardExpand all lines: articles/ai-services/LUIS/luis-reference-regions.md
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Single data residency means that the data does not leave the boundaries of the region.
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> [!Note]
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> * Make sure to set `log=false` for [V3 APIs](https://westus.dev.cognitive.microsoft.com/docs/services/luis-endpoint-api-v3-0/operations/5cb0a91e54c9db63d589f433) to disable active learning. By default this value is `false`, to ensure that data does not leave the boundaries of the runtime region.
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> * Make sure to set `log=false` for [V3 APIs](/rest/api/cognitiveservices-luis/runtime/prediction/get-slot-prediction?view=rest-cognitiveservices-luis-runtime-v3.0&tabs=HTTP&preserve-view=true) to disable active learning. By default this value is `false`, to ensure that data does not leave the boundaries of the runtime region.
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> * If `log=true`, data is returned to the authoring region for active learning.
Copy file name to clipboardExpand all lines: articles/ai-services/LUIS/luis-reference-response-codes.md
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## Next steps
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* REST API [authoring](https://westus.dev.cognitive.microsoft.com/docs/services/5890b47c39e2bb17b84a55ff/operations/5890b47c39e2bb052c5b9c2f) and [endpoint](https://westus.dev.cognitive.microsoft.com/docs/services/5819c76f40a6350ce09de1ac/operations/5819c77140a63516d81aee78) documentation
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* REST API [authoring](/rest/api/cognitiveservices-luis/authoring/operation-groups?view=rest-cognitiveservices-luis-authoring-v3.0-preview&preserve-view=true) and [endpoint](/rest/api/cognitiveservices-luis/runtime/operation-groups?view=rest-cognitiveservices-luis-runtime-v3.0&preserve-view=true) documentation
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