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Merge pull request #266412 from PatrickFarley/comvis-updates
fix sku name
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articles/ai-services/openai/concepts/gpt-with-vision.md

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**Optical Character Recognition (OCR)**: Azure AI Vision complements GPT-4 Turbo with Vision by providing high-quality OCR results as supplementary information to the chat model. It allows the model to produce higher quality responses for images with dense text, transformed images, and numbers-heavy financial documents, and increases the variety of languages the model can recognize in text.
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> [!IMPORTANT]
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> To use Vision enhancement, you need a Computer Vision resource. It must be in the paid (S0) tier and in the same Azure region as your GPT-4 Turbo with Vision resource.
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> To use Vision enhancement, you need a Computer Vision resource. It must be in the paid (S1) tier and in the same Azure region as your GPT-4 Turbo with Vision resource.
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:::image type="content" source="../media/concepts/gpt-v/receipts.png" alt-text="Photo of several receipts.":::
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> [!VIDEO https://www.microsoft.com/en-us/videoplayer/embed/RW1eHRf]
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> [!NOTE]
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> In order to use the video prompt enhancement, you need both an Azure AI Vision resource and an Azure Video Indexer resource, in the paid (S0) tier, in addition to your Azure OpenAI resource.
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> In order to use the video prompt enhancement, you need both an Azure AI Vision resource and an Azure Video Indexer resource, in the paid (S1) tier, in addition to your Azure OpenAI resource.
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## Special pricing information
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articles/ai-services/openai/how-to/gpt-with-vision.md

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The **object grounding** integration brings a new layer to data analysis and user interaction, as the feature can visually distinguish and highlight important elements in the images it processes.
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> [!IMPORTANT]
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> To use Vision enhancement, you need a Computer Vision resource. It must be in the paid (S0) tier and in the same Azure region as your GPT-4 Turbo with Vision resource.
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> To use Vision enhancement, you need a Computer Vision resource. It must be in the paid (S1) tier and in the same Azure region as your GPT-4 Turbo with Vision resource.
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> [!CAUTION]
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> Azure AI enhancements for GPT-4 Turbo with Vision will be billed separately from the core functionalities. Each specific Azure AI enhancement for GPT-4 Turbo with Vision has its own distinct charges. For details, see the [special pricing information](../concepts/gpt-with-vision.md#special-pricing-information).
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Follow these steps to set up a video retrieval system and integrate it with your AI chat model.
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> [!IMPORTANT]
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> To use Vision enhancement, you need an Azure AI Vision resource. It must be in the paid (S0) tier and in the same Azure region as your GPT-4 Turbo with Vision resource.
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> To use Vision enhancement, you need an Azure AI Vision resource. It must be in the paid (S1) tier and in the same Azure region as your GPT-4 Turbo with Vision resource.
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> [!CAUTION]
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> Azure AI enhancements for GPT-4 Turbo with Vision will be billed separately from the core functionalities. Each specific Azure AI enhancement for GPT-4 Turbo with Vision has its own distinct charges. For details, see the [special pricing information](../concepts/gpt-with-vision.md#special-pricing-information).

articles/ai-services/openai/includes/gpt-v-python.md

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- <a href="https://www.python.org/" target="_blank">Python 3.7.1 or later version</a>.
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- The following Python libraries: `os`
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- An Azure OpenAI Service resource with a GPT-4 Turbo with Vision model deployed. See [GPT-4 and GPT-4 Turbo Preview model availability](../concepts/models.md#gpt-4-and-gpt-4-turbo-preview-model-availability) for available regions. For more information about resource creation, see the [resource deployment guide](/azure/ai-services/openai/how-to/create-resource).
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- For Vision enhancement (optional): An Azure Computer Vision resource in the same region as your Azure OpenAI resource, in the paid (S0) tier.
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- For Vision enhancement (optional): An Azure Computer Vision resource in the same region as your Azure OpenAI resource, in the paid (S1) tier.
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## Set up
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articles/ai-services/openai/includes/gpt-v-rest.md

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- <a href="https://www.python.org/" target="_blank">Python 3.7.1 or later version</a>.
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- The following Python libraries: `requests`, `json`.
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- An Azure OpenAI Service resource with a GPT-4 Turbo with Vision model deployed. See [GPT-4 and GPT-4 Turbo Preview model availability](../concepts/models.md#gpt-4-and-gpt-4-turbo-preview-model-availability) for available regions. For more information about resource creation, see the [resource deployment guide](/azure/ai-services/openai/how-to/create-resource).
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- For Vision enhancement (optional): An Azure Computer Vision resource in the same region as your Azure OpenAI resource, in the paid (S0) tier.
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- For Vision enhancement (optional): An Azure Computer Vision resource in the same region as your Azure OpenAI resource, in the paid (S1) tier.
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> [!NOTE]
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> It is currently not supported to turn off content filtering for the GPT-4 Turbo with Vision model.

articles/ai-services/openai/includes/gpt-v-studio.md

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- An Azure subscription. <a href="https://azure.microsoft.com/free/ai-services" target="_blank">Create one for free</a>.
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- Access granted to Azure OpenAI in the desired Azure subscription. Currently, access to this service is granted only by application. 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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- An Azure OpenAI Service resource with a GPT-4 Turbo with Vision model deployed. See [GPT-4 and GPT-4 Turbo Preview model availability](../concepts/models.md#gpt-4-and-gpt-4-turbo-preview-model-availability) for available regions. For more information about resource creation, see the [resource deployment guide](/azure/ai-services/openai/how-to/create-resource).
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- For Vision enhancement (optional): An Azure Computer Vision resource in the same region as your Azure OpenAI resource, in the paid (S0) tier.
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- For Vision enhancement (optional): An Azure Computer Vision resource in the same region as your Azure OpenAI resource, in the paid (S1) tier.
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> [!NOTE]
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> It is currently not supported to turn off content filtering for the GPT-4 Turbo with Vision model.

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