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fixing links/redirects
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‎articles/ai-foundry/.openpublishing.redirection.ai-studio.json

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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-studio/index",
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"redirect_url": "/azure/ai-foundry/index",
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"source_path_from_root": "/articles/ai-studio/index.yml",
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"redirect_url": "/azure/ai-foundry/index.yml",
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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-studio/faq.md",
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"redirect_url": "/azure/ai-foundry/faq",
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"source_path_from_root": "/articles/ai-studio/faq.yml",
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"redirect_url": "/azure/ai-foundry/faq.yml",
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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-studio/context/context.yml",
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"redirect_url": "/azure/ai-foundry/context/context.yml",
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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-studio/responsible-use-of-ai-overview.md",

‎articles/ai-foundry/how-to/deploy-models-jamba.md

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ms.topic: how-to
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ms.date: 08/06/2024
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ms.author: ssalgado
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author: ssalgadodev
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ms.reviewer: tgokal
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reviewer: tgokal
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ms.custom: references_regions, ignite-2024

‎articles/ai-foundry/model-inference/includes/use-chat-completions/csharp.md

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Visualize the image:
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:::image type="content" source="../../../../ai-studio/media/how-to/sdks/small-language-models-chart-example.jpg" alt-text="A chart displaying the relative capabilities between large language models and small language models." lightbox="../../../../ai-studio/media/how-to/sdks/small-language-models-chart-example.jpg":::
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:::image type="content" source="../../../../ai-foundry/media/how-to/sdks/small-language-models-chart-example.jpg" alt-text="A chart displaying the relative capabilities between large language models and small language models." lightbox="../../../../ai-foundry/media/how-to/sdks/small-language-models-chart-example.jpg":::
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Now, create a chat completion request with the image:
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‎articles/ai-foundry/model-inference/includes/use-chat-completions/java.md

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Visualize the image:
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:::image type="content" source="../../../../ai-studio/media/how-to/sdks/small-language-models-chart-example.jpg" alt-text="A chart displaying the relative capabilities between large language models and small language models." lightbox="../../../../ai-studio/media/how-to/sdks/small-language-models-chart-example.jpg":::
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:::image type="content" source="../../../../ai-foundry/media/how-to/sdks/small-language-models-chart-example.jpg" alt-text="A chart displaying the relative capabilities between large language models and small language models." lightbox="../../../../ai-foundry/media/how-to/sdks/small-language-models-chart-example.jpg":::
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Now, create a chat completion request with the image:
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‎articles/ai-foundry/model-inference/includes/use-chat-completions/javascript.md

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document.body.appendChild(img);
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```
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:::image type="content" source="../../../../ai-studio/media/how-to/sdks/small-language-models-chart-example.jpg" alt-text="A chart displaying the relative capabilities between large language models and small language models." lightbox="../../../../ai-studio/media/how-to/sdks/small-language-models-chart-example.jpg":::
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:::image type="content" source="../../../../ai-foundry/media/how-to/sdks/small-language-models-chart-example.jpg" alt-text="A chart displaying the relative capabilities between large language models and small language models." lightbox="../../../../ai-foundry/media/how-to/sdks/small-language-models-chart-example.jpg":::
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Now, create a chat completion request with the image:
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‎articles/ai-foundry/model-inference/includes/use-chat-completions/python.md

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Disp.Image(requests.get(image_url).content)
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```
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:::image type="content" source="../../../../ai-studio/media/how-to/sdks/small-language-models-chart-example.jpg" alt-text="A chart displaying the relative capabilities between large language models and small language models." lightbox="../../../../ai-studio/media/how-to/sdks/small-language-models-chart-example.jpg":::
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:::image type="content" source="../../../../ai-foundry/media/how-to/sdks/small-language-models-chart-example.jpg" alt-text="A chart displaying the relative capabilities between large language models and small language models." lightbox="../../../../ai-foundry/media/how-to/sdks/small-language-models-chart-example.jpg":::
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Now, create a chat completion request with the image:
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‎articles/ai-foundry/model-inference/includes/use-chat-completions/rest.md

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To see this capability, download an image and encode the information as `base64` string. The resulting data should be inside of a [data URL](https://developer.mozilla.org/en-US/docs/Web/HTTP/Basics_of_HTTP/Data_URLs):
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> [!TIP]
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> You will need to construct the data URL using a scripting or programming language. This tutorial use [this sample image](../../../../ai-studio/media/how-to/sdks/small-language-models-chart-example.jpg) in JPEG format. A data URL has a format as follows: `data:image/jpg;base64,0xABCDFGHIJKLMNOPQRSTUVWXYZ...`.
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> You will need to construct the data URL using a scripting or programming language. This tutorial use [this sample image](../../../../ai-foundry/media/how-to/sdks/small-language-models-chart-example.jpg) in JPEG format. A data URL has a format as follows: `data:image/jpg;base64,0xABCDFGHIJKLMNOPQRSTUVWXYZ...`.
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Visualize the image:
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:::image type="content" source="../../../../ai-studio/media/how-to/sdks/small-language-models-chart-example.jpg" alt-text="A chart displaying the relative capabilities between large language models and small language models." lightbox="../../../../ai-studio/media/how-to/sdks/small-language-models-chart-example.jpg":::
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:::image type="content" source="../../../../ai-foundry/media/how-to/sdks/small-language-models-chart-example.jpg" alt-text="A chart displaying the relative capabilities between large language models and small language models." lightbox="../../../../ai-foundry/media/how-to/sdks/small-language-models-chart-example.jpg":::
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Now, create a chat completion request with the image:
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‎articles/ai-services/speech-service/includes/quickstarts/speech-to-text-basics/ai-studio.md

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1. Go to your Azure AI Foundry project. If you need to create a project, see [Create an Azure AI Foundry project](../../../../../ai-studio/how-to/create-projects.md).
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1. Select **Playgrounds** from the left pane and then select a playground to use. In this example, select **Try the Speech playground**.
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:::image type="content" source="../../../../../ai-studio/media/ai-services/playgrounds/azure-ai-services-playgrounds.png" alt-text="Screenshot of the project level playgrounds that you can use." lightbox="../../../../../ai-studio/media/ai-services/playgrounds/azure-ai-services-playgrounds.png":::
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:::image type="content" source="../../../../../ai-foundry/media/ai-services/playgrounds/azure-ai-services-playgrounds.png" alt-text="Screenshot of the project level playgrounds that you can use." lightbox="../../../../../ai-foundry/media/ai-services/playgrounds/azure-ai-services-playgrounds.png":::
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1. Optionally, you can select a different connection to use in the playground. In the Speech playground, you can connect to Azure AI Services multi-service resources or Speech service resources.
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:::image type="content" source="../../../../../ai-studio/media/ai-services/playgrounds/speech-playground.png" alt-text="Screenshot of the Speech playground in a project." lightbox="../../../../../ai-studio/media/ai-services/playgrounds/speech-playground.png":::
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:::image type="content" source="../../../../../ai-foundry/media/ai-services/playgrounds/speech-playground.png" alt-text="Screenshot of the Speech playground in a project." lightbox="../../../../../ai-foundry/media/ai-services/playgrounds/speech-playground.png":::
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1. Select **Real-time transcription**.
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1. Select **Show advanced options** to configure speech to text options such as:

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