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articles/ai-services/language-service/question-answering/how-to/azure-openai-integration.md

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* An existing Azure OpenAI resource. If you don't already have an Azure OpenAI resource, then [create one and deploy a model](../../../openai/how-to/create-resource.md).
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* An Azure Language Service resource and custom question answering project. If you don’t have one already, then [create one](../quickstart/sdk.md).
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* Azure OpenAI requires registration and is currently only available to approved enterprise customers and partners. See [Limited access to Azure OpenAI Service](/legal/cognitive-services/openai/limited-access?context=/azure/ai-services/openai/context/context) for more information. You can apply for access to Azure OpenAI by completing the form at https://aka.ms/oai/access. Open an issue on this repo to contact us if you have an issue.
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* Be sure that you are assigned at least the [Cognitive Services OpenAI Contributor role](/azure/role-based-access-control/built-in-roles#cognitive-services-openai-contributor) for the Azure OpenAI resource.
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articles/ai-services/openai/includes/embeddings-powershell.md

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<!-- Reference link definitions -->
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[01]: https://azure.microsoft.com/free/cognitive-services?azure-portal=true
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[02]: https://aka.ms/oai/access
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[03]: ../concepts/models.md#model-summary-table-and-region-availability
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[04]: ../how-to/create-resource.md
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[05]: https://aka.ms/install-powershell

articles/ai-services/openai/whats-new.md

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## April 2023
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- **DALL-E 2 public preview**. Azure OpenAI Service now supports image generation APIs powered by OpenAI's DALL-E 2 model. Get AI-generated images based on the descriptive text you provide. To learn more, check out the [quickstart](./dall-e-quickstart.md). To request access, existing Azure OpenAI customers can [apply by filling out this form](https://aka.ms/oai/access).
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- **DALL-E 2 public preview**. Azure OpenAI Service now supports image generation APIs powered by OpenAI's DALL-E 2 model. Get AI-generated images based on the descriptive text you provide. To learn more, check out the [quickstart](./dall-e-quickstart.md).
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- **Inactive deployments of customized models will now be deleted after 15 days; models will remain available for redeployment.** If a customized (fine-tuned) model is deployed for more than fifteen (15) days during which no completions or chat completions calls are made to it, the deployment will automatically be deleted (and no further hosting charges will be incurred for that deployment). The underlying customized model will remain available and can be redeployed at any time. To learn more check out the [how-to-article](/azure/ai-services/openai/how-to/fine-tuning?tabs=turbo%2Cpython-new&pivots=programming-language-studio#deploy-a-custom-model).
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articles/ai-services/qnamaker/How-To/migrate-to-openai.md

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* A QnA Maker project.
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* An existing Azure OpenAI resource. If you don't already have an Azure OpenAI resource, then [create one and deploy a model](../../openai/how-to/create-resource.md).
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* Azure OpenAI requires registration and is currently only available to approved enterprise customers and partners. See [Limited access to Azure OpenAI Service](/legal/cognitive-services/openai/limited-access?context=/azure/ai-services/openai/context/context) for more information. You can apply for access to Azure OpenAI by completing the form at https://aka.ms/oai/access. Open an issue on this repo to contact us if you have an issue.
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* Be sure that you are assigned at least the [Cognitive Services OpenAI Contributor role](/azure/role-based-access-control/built-in-roles#cognitive-services-openai-contributor) for the Azure OpenAI resource.
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## Migrate to Azure OpenAI

articles/ai-services/speech-service/includes/quickstarts/openai-speech/intro.md

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Although the experience of this example is a back-and-forth exchange, Azure OpenAI doesn't remember the context of your conversation.
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> [!IMPORTANT]
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> To complete the steps in this guide, you must have access to Microsoft Azure OpenAI Service in your Azure subscription. Currently, access to this service is granted only by application. Apply for access to Azure OpenAI by completing the form at [https://aka.ms/oai/access](https://aka.ms/oai/access).

articles/ai-studio/how-to/data-image-add.md

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## Prerequisites
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- An Azure subscription - <a href="https://azure.microsoft.com/free/cognitive-services" target="_blank">Create one for free</a>.
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- Access granted to Azure OpenAI in the desired Azure subscription.
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Currently, access to this service is granted only by application. You can apply for access to Azure OpenAI by completing the form at <a href="https://aka.ms/oai/access" target="_blank">https://aka.ms/oai/access</a>. Open an issue on this repo to contact us if you have an issue.
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- An Azure OpenAI resource with the GPT-4 Turbo with Vision model deployed. For more information about model deployment, see the [resource deployment guide](../../ai-services/openai/how-to/create-resource.md).
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- Be sure that you're assigned at least the [Cognitive Services Contributor role](../../ai-services/openai/how-to/role-based-access-control.md#cognitive-services-contributor) for the Azure OpenAI resource.
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- An Azure AI Search resource. See [create an Azure AI Search service in the portal](/azure/search/search-create-service-portal). If you don't have an Azure AI Search resource, you're prompted to create one when you add your data source later in this guide.

articles/ai-studio/how-to/prompt-flow-tools/azure-open-ai-gpt-4v-tool.md

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## Prerequisites
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- An Azure subscription. <a href="https://azure.microsoft.com/free/cognitive-services" target="_blank">You can create one for free</a>.
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- Access granted to Azure OpenAI in the desired Azure subscription.
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Currently, you must apply for access to this service. To apply for access to Azure OpenAI, complete the form at <a href="https://aka.ms/oai/access" target="_blank">https://aka.ms/oai/access</a>. Open an issue on this repo to contact us if you have an issue.
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- An [AI Studio hub](../../how-to/create-azure-ai-resource.md) with a GPT-4 Turbo with Vision model deployed in [one of the regions that support GPT-4 Turbo with Vision](../../../ai-services/openai/concepts/models.md#model-summary-table-and-region-availability). When you deploy from your project's **Deployments** page, select `gpt-4` as the model name and `vision-preview` as the model version.
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## Build with the Azure OpenAI GPT-4 Turbo with Vision tool

articles/ai-studio/quickstarts/get-started-playground.md

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## Prerequisites
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- An Azure subscription - <a href="https://azure.microsoft.com/free/cognitive-services" target="_blank">Create one for free</a>.
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- Access granted to Azure OpenAI in the desired Azure subscription.
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Currently, access to this service is granted only by application. You can apply for access to Azure OpenAI by completing the form at <a href="https://aka.ms/oai/access" target="_blank">https://aka.ms/oai/access</a>. Open an issue on this repo to contact us if you have an issue.
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- You need an Azure AI Studio hub or permissions to create one. Your user role must be **Azure AI Developer**, **Contributor**, or **Owner** on the hub. For more information, see [hubs](../concepts/ai-resources.md) and [Azure AI roles](../concepts/rbac-ai-studio.md).
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- If your role is **Contributor** or **Owner**, you can [create a hub in this tutorial](#create-a-project-in-azure-ai-studio).
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- If your role is **Azure AI Developer**, the hub must already be created.

articles/ai-studio/quickstarts/hear-speak-playground.md

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## Prerequisites
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- An Azure subscription - <a href="https://azure.microsoft.com/free/cognitive-services" target="_blank">Create one for free</a>.
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- Access granted to Azure OpenAI in the desired Azure subscription.
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Currently, access to this service is granted only by application. You can apply for access to Azure OpenAI by completing the form at <a href="https://aka.ms/oai/access" target="_blank">https://aka.ms/oai/access</a>. Open an issue on this repo to contact us if you have an issue.
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- An [AI Studio hub](../how-to/create-azure-ai-resource.md) with a chat model deployed. For more information about model deployment, see the [resource deployment guide](../../ai-services/openai/how-to/create-resource.md).
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- An [AI Studio project](../how-to/create-projects.md).
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articles/ai-studio/quickstarts/multimodal-vision.md

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## Prerequisites
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- An Azure subscription - <a href="https://azure.microsoft.com/free/cognitive-services" target="_blank">Create one for free</a>.
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- Access granted to Azure OpenAI in the desired Azure subscription.
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Currently, access to this service is granted only by application. You can apply for access to Azure OpenAI by completing the form at <a href="https://aka.ms/oai/access" target="_blank">https://aka.ms/oai/access</a>. Open an issue on this repo to contact us if you have an issue.
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- Once you have your Azure subscription, <a href="/azure/ai-services/openai/how-to/create-resource?pivots=web-portal" title="Create an Azure OpenAI resource." target="_blank">create an Azure OpenAI resource </a>.
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- An [AI Studio hub](../how-to/create-azure-ai-resource.md) with your Azure OpenAI resource added as a connection.
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