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.openpublishing.publish.config.json

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".openpublishing.redirection.azure-databricks.json",
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".openpublishing.redirection.azure-hpc.json",
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".openpublishing.redirection.azure-kubernetes-service.json",
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"articles/active-directory-b2c/.openpublishing.redirection.active-directory-b2c.json",
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"articles/ai-services.openpublishing.redirection.ai-services.json",
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"articles/ai-studio/.openpublishing.redirection.ai-studio.json",
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"articles/aks/.openpublishing.redirection.aks.json",
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"articles/application-gateway/.openpublishing.redirection.application-gateway.json",
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"articles/automation/.openpublishing.redirection.automation.json",

.openpublishing.redirection.azure-kubernetes-service.json

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.openpublishing.redirection.container-registry.json

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"source_path": "articles/container-registry/monitor-service-reference.md",
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"redirect_url": "/azure/container-registry/monitor-container-registry-reference",
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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/container-registry/container-registry-auth-aks.md",
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"redirect_url": "/azure/aks/cluster-container-registry-integration",
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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/container-service/kubernetes/container-service-kubernetes-jenkins.md",
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"redirect_url": "/azure/aks/jenkins-continuous-deployment",
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"redirect_document_id": false
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.openpublishing.redirection.json

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articles/ai-services/speech-service/includes/release-notes/release-notes-tts.md

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---
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### July 2024 release
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#### Text to speech avatar (GA)
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Text to speech avatar is now generally available. For more information, see [text to speech avatar](../../text-to-speech-avatar/what-is-text-to-speech-avatar.md).
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### June 2024 release
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#### Prebuilt neural voice

articles/ai-studio/concepts/concept-synthetic-data.md

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# Synthetic data generation in Azure AI Studio
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In this article
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- [Synthetic data generation](#synthetic-data-generation)
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- [Next Steps](#next-steps)
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In Azure AI Studio, you can use synthetic data generation to efficiently produce predictions for your datasets. In this article, you're introduced to the concept of synthetic data generation and how it can be used in machine learning.
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In Azure AI Studio, you can leverage synthetic data generation to efficiently produce predictions for your datasets.
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## Synthetic data generation
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Synthetic data generation involves creating artificial data that mimics the statistical properties of real-world data. This data is generated using algorithms and machine learning techniques, and it can be used in various ways, such as computer simulations or by modeling real-world events.
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In machine learning, synthetic data is particularly valuable for several reasons:
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In machine learning, synthetic data is valuable for several reasons:
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**Data Augmentation:** It helps in expanding the size of training datasets, which is crucial for training robust machine learning models. This is especially useful when real-world data is scarce or expensive to obtain.
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- [What is Azure AI Studio?](../what-is-ai-studio.md)
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- [Learn more about deploying Meta Llama models](../how-to/deploy-models-llama.md)
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- [Azure AI FAQ article](../faq.yml)
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- [Azure AI FAQ article](../faq.yml)

articles/api-center/use-vscode-extension.md

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author: dlepow
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ms.service: azure-api-center
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ms.date: 08/01/2024
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# Customer intent: As a developer, I want to use my Visual Studio Code environment to build, discover, try, and consume APIs in my organization's API center.
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* [Visual Studio Code](https://code.visualstudio.com/)
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* [Azure API Center extension for Visual Studio Code](https://marketplace.visualstudio.com/items?itemName=apidev.azure-api-center)
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> [!NOTE]
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> Where noted, certain features are available only in the extension's pre-release version. When installing the extension from the [Visual Studio Code Marketplace](https://marketplace.visualstudio.com/items?itemName=apidev.azure-api-center&ssr=false#overview), you can choose to install the release version or a pre-release version. Switch between the two versions at any time by using the extension's **Manage** button context menu in the Extensions view.
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The following Visual Studio Code extensions are optional and needed only for certain scenarios as indicated:
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## Generate OpenAPI specification file from API code
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Use the power of GitHub Copilot with the Azure API Center extension for Visual Studio Code to create an OpenAPI specification file from your API code. Right click on the API code, select **Copilot** from the options, and select **Generate API documentation**. This will create an OpenAPI specification file.
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Use the power of GitHub Copilot with the Azure API Center extension for Visual Studio Code to create an OpenAPI specification file from your API code. Right-click on the API code, select **Copilot** from the options, and select **Generate API documentation**. This will create an OpenAPI specification file.
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> [!NOTE]
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> This feature is available in the pre-release version of the API Center extension.
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:::image type="content" source="media/use-vscode-extension/generate-api-documentation.gif" alt-text="Animation showing how to use GitHub Copilot to generate an OpenAPI spec from code." lightbox="media/use-vscode-extension/generate-api-documentation.gif":::
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> Depending on the API, you might need to provide authorization credentials or an API key to try the API.
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> You can also use the extension to generate API documentation in Markdown, a format that's easy to maintain and share with end users. Right-click on the definition, and select **Generate Markdown**.
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> Using the pre-release version of the extension, you can generate API documentation in Markdown, a format that's easy to maintain and share with end users. Right-click on the definition, and select **Generate Markdown**.
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articles/api-management/developer-portal-wordpress-plugin.md

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> Do not use the version 2.0 endpoint for the issuer URL (URL ending in `/v2.0`).
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1. Under **Additional checks**, select values appropriate for your environment, or use the default values.
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1. Accept the default values for the remaining settings and select **Add**.
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1. Configure your desired the values for the remaining settings, or use the default values. Select **Add**.
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> [!NOTE]
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> If you want to allow guest users as well as signed-in users to access the developer portal on WordPress, you can enable unauthenticated access. In **Restrict access**, select **Allow unauthenticated access**. [Learn more](../app-service/overview-authentication-authorization.md#authorization-behavior)
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Access the WordPress site to see your new API Management developer portal deployed on WordPress and hosted on App Service.
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articles/application-gateway/application-gateway-backend-health.md

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articles/application-gateway/custom-error.md

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