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articles/ai-services/document-intelligence/containers/install-run.md

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Queries to the container are billed at the pricing tier of the Azure resource used for the API `Key`. Billing is calculated for each container instance used to process your documents and images.
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If you receive the following error: *Container isn't in a valid state. Subscription validation failed with status 'OutOfQuota' API key is out of quota*. It's an indicator that your containers aren't communication wit the billing endpoint.
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If you receive the following error: *Container isn't in a valid state. Subscription validation failed with status 'OutOfQuota' API key is out of quota*. It's an indicator that your containers aren't communication with the billing endpoint.
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### Connect to Azure
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articles/ai-services/language-service/concepts/model-lifecycle.md

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Preview models used for preview features do not maintain a minimum retirement period and may be deprecated at any time.
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By default, API and SDK requests will use the latest Generally Available model. You can use an optional parameter to select the version of the model to be used (not recommended).
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By default, API and SDK requests will use the latest Generally Available model. To use a model in preview, you can use an optional parameter `modelVersion` to select the preview version of the model to be used (not recommended for GA models).
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> [!NOTE]
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> If you are using a model version that is not listed in the table, then it was subjected to the expiration policy.
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Use the table below to find which model versions are supported by each feature:
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| Feature | Supported generally available (GA) version | Supported preview versions |
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| Feature | Supported generally available (GA) version | Latest supported preview versions |
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|-----------------------------------------------------|------------------------------------------------|---------------------------------------------|
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| Sentiment Analysis and opinion mining | `latest*` | |
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| Language Detection | `latest*` | |
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| Entity Linking | `latest*` | |
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| Named Entity Recognition (NER) | `latest*` | `2024-04-15-preview**` |
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| Personally Identifiable Information (PII) detection | `latest*` | `2024-04-15-preview**` |
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| PII detection for conversations | `latest*` | `2024-11-01-preview**` |
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| Question answering | `latest*` | |
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| Text Analytics for health | `latest*` | `2022-08-15-preview`, `2023-01-01-preview**`|
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| Key phrase extraction | `latest*` | |
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| Summarization | `latest*` | |
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\* Latest Generally Available (GA) model version
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\*\* Latest preview version
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| Sentiment Analysis and opinion mining | `latest` | |
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| Language Detection | `latest` | |
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| Entity Linking | `latest` | |
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| Named Entity Recognition (NER) | `latest` | `2025-05-15-preview` |
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| Personally Identifiable Information (PII) detection | `latest` | `2025-05-15-preview` |
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| PII detection for conversations | `latest` | `2024-11-01-preview` |
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| Question answering | `latest` | |
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| Text Analytics for health | `latest` | `2023-04-15-preview` |
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| Key phrase extraction | `latest` | |
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| Summarization | `latest` | `2025-06-10-preview` (only available for `issue` and `resolution` aspects in conversation summarization) |
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## Custom features

articles/ai-services/language-service/text-analytics-for-health/how-to/use-containers.md

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```azurecli
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$subscription_name = "" # THe name of the subscription you want you resource to be created on.
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$resource_group_name = "" # The name of the resource group you want the AppServicePlan
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# and AppSerivce to be attached to.
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# and AppService to be attached to.
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$resources_location = "" # This is the location you wish the AppServicePlan to be deployed to.
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# You can use the "az account list-locations -o table" command to
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# get the list of available locations and location code names.

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