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.github/policies/disallow-edits.yml

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name: GitOps.PullRequestIssueManagement
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description: GitOps.PullRequestIssueManagement primitive
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resource: repository
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configuration:
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resourceManagementConfiguration:
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eventResponderTasks:
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- description: Close PRs that introduce an index file into the repository.
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if:
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- payloadType: Pull_Request
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- isAction:
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action: Opened
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- or:
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- filesMatchPattern:
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matchAny: true
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pattern: articles/index.*
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then:
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- addReply:
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reply: >-
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@${issueAuthor} - You tried to add an index file to this repository; this is not permitted so your pull request will be closed automatically.
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- closePullRequest

.openpublishing.publish.config.json

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{
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"docset_name": "azure-ai",
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"build_source_folder": ".",
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"build_output_subfolder": "azure-ai",
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"locale": "en-us",
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"monikers": [],
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"moniker_ranges": [],
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"xref_query_tags": [
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"/dotnet",
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"/python"
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],
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"build_output_subfolder": "azure-ai",
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"locale": "en-us",
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"monikers": [],
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"open_to_public_contributors": true,
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"type_mapping": {
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"Conceptual": "Content",
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],
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}

.openpublishing.redirection.json

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{
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"redirections": [
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{
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"source_path_from_root": "/articles/ai-services/openai/concepts/use-your-image-data.md",
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"redirect_url": "/azure/ai-services/openai/concepts/use-your-data",
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"redirect_document_id": true
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}
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]
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}

articles/ai-services/.openpublishing.redirection.ai-services.json

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"redirect_url": "/azure/ai-services/language-service/conversational-language-understanding/how-to/migrate-from-luis",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/luis/luis-concept-data-conversion.md",
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"redirect_url": "/azure/ai-services/language-service/conversational-language-understanding/how-to/migrate-from-luis",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/custom-vision-service/update-application-to-3.0-sdk.md",
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"redirect_url": "/azure/ai-services/custom-vision-service/overview",
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"redirect_url": "/azure/ai-services/custom-vision-service/whats-new",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/custom-vision-service/concepts/compare-alternatives.md",
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"redirect_url": "/azure/ai-services/custom-vision-service/overview",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/luis/luis-migration-authoring.md",
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"redirect_url": "/azure/ai-services/language-service/conversational-language-understanding/how-to/migrate-from-luis",
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"redirect_url": "/azure/ai-services/openai/concepts/fine-tuning-considerations",
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"redirect_document_id": true
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},
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{
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"source_path_from_root": "/articles/ai-services/openai/how-to/audio-real-time.md",
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"redirect_url": "/azure/ai-services/openai/realtime-audio-quickstart",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/content-safety/concepts/incident-response.md",
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"redirect_url": "/azure/ai-services/content-safety/concepts/custom-categories-rapid",
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"redirect_url": "/azure/ai-services/computer-vision/how-to/model-customization",
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{
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"source_path_from_root": "/articles/ai-services/computer-vision/deploy-computer-vision-on-premises.md",
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"redirect_url": "/azure/ai-services/computer-vision/",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/computer-vision/spatial-analysis-web-app.md",
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"redirect_url": "/azure/ai-services/computer-vision/",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/computer-vision/tutorials/storage-lab-tutorial.md",
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"redirect_url": "/azure/ai-services/computer-vision/",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/custom-vision-service/iot-visual-alerts-tutorial.md",
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"redirect_url": "/azure/ai-services/computer-vision/",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/document-intelligence/concept-document-intelligence-studio.md",
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"redirect_url": "/azure/ai-services/speech-service/quickstarts/setup-platform",
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{
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"source_path_from_root": "/articles/ai-services/speech-service/devices-sdk-release-notes.md",
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"redirect_url": "/azure/ai-services/speech-service/release-notes",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/speech-service/get-started-speaker-recognition.md",
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"redirect_url": "/azure/ai-services/speech-service/speaker-recognition-overview",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/speech-service/how-to-recognize-intents-from-speech-csharp.md",
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"redirect_url": "/azure/ai-services/speech-service/intent-recognition",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/speech-service/how-to-custom-speech-continuous-integration-continuous-deployment.md",
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"redirect_url": "/azure/ai-services/speech-service/how-to-custom-speech-model-and-endpoint-lifecycle",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/anomaly-detector/how-to/postman.md",
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"redirect_url": "/azure/ai-services/anomaly-detector/overview",
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"source_path_from_root": "/articles/ai-services/anomaly-detector//tutorials/multivariate-anomaly-detection-synapse.md",
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"redirect_url": "/azure/ai-services/anomaly-detector/overview",
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"redirect_document_id": false
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}
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},
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{
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"source_path_from_root": "/articles/ai-services/language-service/summarization/custom/how-to/data-formats.md",
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"redirect_url": "/azure/ai-services//language-service/summarization/overview",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/language-service/summarization/custom/how-to/deploy-model.md",
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"redirect_url": "/azure/ai-services//language-service/summarization/overview",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/language-service/summarization/custom/how-to/test-evaluate.md",
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"redirect_url": "/azure/ai-services//language-service/summarization/overview",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/language-service/summarization/custom/quickstart.md",
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"redirect_url": "/azure/ai-services//language-service/summarization/overview",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/speech-service/video-translation-studio.md",
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"redirect_url": "/azure/ai-services/speech-service/video-translation-get-started",
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"redirect_document_id": true
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}
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]
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}

articles/ai-services/anomaly-detector/index.yml

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ms.date: 01/18/2024
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ms.date: 09/20/2024
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ms.author: mbullwin
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articles/ai-services/anomaly-detector/overview.md

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ms.date: 01/18/2024
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ms.date: 09/20/2024
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keywords: anomaly detection, machine learning, algorithms
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---

articles/ai-services/cognitive-services-container-support.md

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ms.date: 09/25/2024
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keywords: on-premises, Docker, container, Kubernetes
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#Customer intent: As a potential customer, I want to know more about how Azure AI services provides and supports Docker containers for each service.
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---
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# What are Azure AI containers?
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Azure AI services provides several [Docker containers](https://www.docker.com/what-container) that let you use the same APIs that are available in Azure, on-premises. Using these containers gives you the flexibility to bring Azure AI services closer to your data for compliance, security or other operational reasons. Container support is currently available for a subset of Azure AI services.
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Azure AI services provide several [Docker containers](https://www.docker.com/what-container) that let you use the same APIs that are available in Azure, on-premises. Using these containers gives you the flexibility to bring Azure AI services closer to your data for compliance, security or other operational reasons. Container support is currently available for a subset of Azure AI services.
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> [!VIDEO https://www.youtube.com/embed/hdfbn4Q8jbo]
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| Service | Container | Description | Availability |
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|--|--|--|--|
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| [LUIS][lu-containers] | **LUIS** ([image](https://mcr.microsoft.com/product/azure-cognitive-services/language/luis/about)) | Loads a trained or published Language Understanding model, also known as a LUIS app, into a docker container and provides access to the query predictions from the container's API endpoints. You can collect query logs from the container and upload these back to the [LUIS portal](https://www.luis.ai) to improve the app's prediction accuracy. | Generally available. <br> This container can also [run in disconnected environments](containers/disconnected-containers.md). |
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| [Language service][ta-containers-keyphrase] | **Key Phrase Extraction** ([image](https://mcr.microsoft.com/product/azure-cognitive-services/textanalytics/keyphrase/about)) | Extracts key phrases to identify the main points. For example, for the input text "The food was delicious and there were wonderful staff", the API returns the main talking points: "food" and "wonderful staff". | Generally available. <br> This container can also [run in disconnected environments](containers/disconnected-containers.md). |
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| [Language service][ta-containers-keyphrase] | **Key Phrase Extraction** ([image](https://mcr.microsoft.com/product/azure-cognitive-services/textanalytics/keyphrase/about)) | Extracts key phrases to identify the main points. For example, for the input text "The food was delicious and there were wonderful staff," the API returns the main talking points: "food" and "wonderful staff". | Generally available. <br> This container can also [run in disconnected environments](containers/disconnected-containers.md). |
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| [Language service][ta-containers-language] | **Text Language Detection** ([image](https://mcr.microsoft.com/product/azure-cognitive-services/textanalytics/language/about)) | For up to 120 languages, detects which language the input text is written in and report a single language code for every document submitted on the request. The language code is paired with a score indicating the strength of the score. | Generally available. <br> This container can also [run in disconnected environments](containers/disconnected-containers.md). |
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| [Language service][ta-containers-sentiment] | **Sentiment Analysis** ([image](https://mcr.microsoft.com/product/azure-cognitive-services/textanalytics/sentiment/about)) | Analyzes raw text for clues about positive or negative sentiment. This version of sentiment analysis returns sentiment labels (for example *positive* or *negative*) for each document and sentence within it. | Generally available. <br> This container can also [run in disconnected environments](containers/disconnected-containers.md). |
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| [Language service][ta-containers-health] | **Text Analytics for health** ([image](https://mcr.microsoft.com/product/azure-cognitive-services/textanalytics/healthcare/about))| Extract and label medical information from unstructured clinical text. | Generally available |
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| [Language service][ta-containers-ner] | **Named Entity Recognition** ([image](https://mcr.microsoft.com/product/azure-cognitive-services/textanalytics/ner/about))| Extract named entities from text. | Generally available. <br>This container can also [run in disconnected environments](containers/disconnected-containers.md). |
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| [Language service][ta-containers-pii] | **Personally Identifiable Information (PII) detection** ([image](https://mcr.microsoft.com/en-us/product/azure-cognitive-services/textanalytics/pii/tags))| Detect and redact personally identifiable information entities from text. | Generally available. <br>This container can also [run in disconnected environments](containers/disconnected-containers.md). |
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| [Language service][ta-containers-cner] | **Custom Named Entity Recognition** ([image](https://mcr.microsoft.com/product/azure-cognitive-services/textanalytics/customner/about))| Extract named entities from text, using a custom model you create using your data. | Generally available |
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| [Language service][ta-containers-summarization] | **Summarization** ([image](https://mcr.microsoft.com/product/azure-cognitive-services/textanalytics/summarization/about))| Summarize text from various sources. | Public preview. <br>This container can also [run in disconnected environments](containers/disconnected-containers.md). |
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| [Translator][tr-containers] | **Translator** ([image](https://mcr.microsoft.com/product/azure-cognitive-services/translator/text-translation/about))| Translate text in several languages and dialects. | Generally available. Gated - [request access](https://aka.ms/csgate-translator). <br>This container can also [run in disconnected environments](containers/disconnected-containers.md). |
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[ta-containers-cner]: language-service/custom-named-entity-recognition/how-to/use-containers.md
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[ta-containers-summarization]: language-service/summarization/how-to/use-containers.md
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[ta-containers-ner]: language-service/named-entity-recognition/how-to/use-containers.md
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[ta-containers-pii]: language-service/personally-identifiable-information//how-to/use-containers.md
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[tr-containers]: translator/containers/translator-how-to-install-container.md
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[request-access]: https://aka.ms/csgate

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