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Copy file name to clipboardExpand all lines: articles/ai-studio/ai-services/how-to/connect-ai-services.md
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@@ -42,29 +42,29 @@ Let's look at two ways to connect Azure AI services resources to a project:
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When you create a project for the first time, you also create a hub. When you create a hub, you can select an existing Azure AI services resource (including Azure OpenAI) or create a new AI services resource.
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:::image type="content" source="../media/how-to/projects/projects-create-resource.png" alt-text="Screenshot of the create resource page within the create project dialog." lightbox="../media/how-to/projects/projects-create-resource.png":::
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:::image type="content" source="../../media/how-to/projects/projects-create-resource.png" alt-text="Screenshot of the create resource page within the create project dialog." lightbox="../../media/how-to/projects/projects-create-resource.png":::
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For more details about creating a project, see the [create an AI Studio project](../how-to/create-projects.md) how-to guide or the [create a project and use the chat playground](../quickstarts/get-started-playground.md) quickstart.
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For more details about creating a project, see the [create an AI Studio project](../../how-to/create-projects.md) how-to guide or the [create a project and use the chat playground](../../quickstarts/get-started-playground.md) quickstart.
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### Connect Azure AI services after you create a project
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To use your existing Azure AI services resources (such as Azure AI Speech) in an AI Studio project, you need to create a connection to the resource.
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1. Create an AI Studio project. For detailed instructions, see [Create an AI Studio project](../how-to/create-projects.md).
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1. Create an AI Studio project. For detailed instructions, see [Create an AI Studio project](../../how-to/create-projects.md).
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1. Go to your AI Studio project.
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1. Select **Management center** from the left pane.
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1. Select **Connected resources** (under **Project**) from the left pane.
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1. Select **+ New connection**.
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:::image type="content" source="../media/ai-services/connections-add.png" alt-text="Screenshot of the connected resources page with the button to create a new connection." lightbox="../media/ai-services/connections-add.png":::
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:::image type="content" source="../../media/ai-services/connections-add.png" alt-text="Screenshot of the connected resources page with the button to create a new connection." lightbox="../../media/ai-services/connections-add.png":::
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1. On the **Add a connection to external assets** page, select the kind of AI service that you want to connect to the project. For example, you can select Azure OpenAI Service, Azure AI Content Safety, Azure AI Speech, Azure AI Language, and other AI services.
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:::image type="content" source="../media/ai-services/connections-add-assets.png" alt-text="Screenshot of the page to select the kind of AI service that you want to connect to the project." lightbox="../media/ai-services/connections-add-assets.png":::
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:::image type="content" source="../../media/ai-services/connections-add-assets.png" alt-text="Screenshot of the page to select the kind of AI service that you want to connect to the project." lightbox="../../media/ai-services/connections-add-assets.png":::
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1. On the next page in the wizard, browse or search to find the resource you want to connect. Then select **Add connection**.
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:::image type="content" source="../media/ai-services/connections-add-speech.png" alt-text="Screenshot of the page to select the Azure AI resource that you want to connect to the project." lightbox="../media/ai-services/connections-add-speech.png":::
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:::image type="content" source="../../media/ai-services/connections-add-speech.png" alt-text="Screenshot of the page to select the Azure AI resource that you want to connect to the project." lightbox="../../media/ai-services/connections-add-speech.png":::
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1. After the resource is connected, select **Close** to return to the **Connected resources** page. You should see the new connection listed.
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@@ -75,32 +75,32 @@ You can discover Azure AI models in the model catalog without a project. Some Az
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1. Go to the [AI Studio home page](https://ai.azure.com).
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1. Select the tile that says **Model catalog and benchmarks**.
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:::image type="content" source="../media/explore/ai-studio-home-model-catalog.png" alt-text="Screenshot of the home page in Azure AI Studio with the option to select the model catalog tile." lightbox="../media/explore/ai-studio-home-model-catalog.png":::
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:::image type="content" source="../../media/explore/ai-studio-home-model-catalog.png" alt-text="Screenshot of the home page in Azure AI Studio with the option to select the model catalog tile." lightbox="../../media/explore/ai-studio-home-model-catalog.png":::
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If you don't see this tile, you can also go directly to the [Azure AI model catalog page](https://ai.azure.com/explore/models) in AI Studio.
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1. From the **Collections** dropdown, select **Microsoft**. Search for Azure AI services models by entering **azure-ai** in the search box.
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:::image type="content" source="../media/ai-services/models/ai-services-model-catalog.png" alt-text="Screenshot of the model catalog page in Azure AI Studio with the option to search by collection and name." lightbox="../media/ai-services/models/ai-services-model-catalog.png":::
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:::image type="content" source="../../media/ai-services/models/ai-services-model-catalog.png" alt-text="Screenshot of the model catalog page in Azure AI Studio with the option to search by collection and name." lightbox="../../media/ai-services/models/ai-services-model-catalog.png":::
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1. Select a model to view more details about it. You can also try the model if it's available for you to try without a project.
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## Try Azure AI services in the project level playgrounds
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In the project-level playgrounds, you can try Azure AI services such as Azure AI Speech and Azure AI Language.
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1. Go to your AI Studio project. If you need to create a project, see [Create an AI Studio project](../how-to/create-projects.md).
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1. Go to your AI Studio project. If you need to create a project, see [Create an AI Studio project](../../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="../media/ai-services/playgrounds/azure-ai-services-playgrounds.png" alt-text="Screenshot of the project level playgrounds that you can use." lightbox="../media/ai-services/playgrounds/azure-ai-services-playgrounds.png":::
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:::image type="content" source="../../media/ai-services/playgrounds/azure-ai-services-playgrounds.png" alt-text="Screenshot of the project level playgrounds that you can use." lightbox="../../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="../media/ai-services/playgrounds/speech-playground.png" alt-text="Screenshot of the Speech playground in a project." lightbox="../media/ai-services/playgrounds/speech-playground.png":::
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:::image type="content" source="../../media/ai-services/playgrounds/speech-playground.png" alt-text="Screenshot of the Speech playground in a project." lightbox="../../media/ai-services/playgrounds/speech-playground.png":::
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If you have other connected resources, you can use them in the corresponding playgrounds. For example, in the Language playground, you can connect to Azure AI Services multi-service resources or Azure AI Language resources.
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:::image type="content" source="../media/ai-services/playgrounds/language-playground.png" alt-text="Screenshot of the Language playground in a project." lightbox="../media/ai-services/playgrounds/language-playground.png":::
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:::image type="content" source="../../media/ai-services/playgrounds/language-playground.png" alt-text="Screenshot of the Language playground in a project." lightbox="../../media/ai-services/playgrounds/language-playground.png":::
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## Try out Azure AI Services demos
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@@ -109,25 +109,25 @@ You can browse Azure AI services capabilities and step through the demos. You ca
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1. Go to the [AI Studio home page](https://ai.azure.com) and make sure you're signed in with the Azure subscription that has your Azure AI services resource.
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1. Find the tile that says **Explore Azure AI Services** and select **Try now**.
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:::image type="content" source="../media/explore/home-ai-services.png" alt-text="Screenshot of the home page in Azure AI Studio with the option to select Azure AI Services." lightbox="../media/explore/home-ai-services.png":::
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:::image type="content" source="../../media/explore/home-ai-services.png" alt-text="Screenshot of the home page in Azure AI Studio with the option to select Azure AI Services." lightbox="../../media/explore/home-ai-services.png":::
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If you don't see this tile, you can also go directly to the [Azure AI Services page](https://ai.azure.com/explore/aiservices) in AI Studio.
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1. You should see tiles for Azure AI services that you can try. Select a tile to get to the demo page for that service. For example, select **Language + Translator**.
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:::image type="content" source="../media/ai-services/overview/ai-services-capabilities.png" alt-text="Screenshot of the landing page to try Azure AI Services try out capabilities in Azure AI Studio." lightbox="../media/ai-services/overview/ai-services-capabilities.png":::
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:::image type="content" source="../../media/ai-services/overview/ai-services-capabilities.png" alt-text="Screenshot of the landing page to try Azure AI Services try out capabilities in Azure AI Studio." lightbox="../../media/ai-services/overview/ai-services-capabilities.png":::
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The presentation and flow of the demo pages might vary depending on the service. In some cases, you need to select a project or connection to use the service.
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## Fine-tune Azure AI services models
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In AI Studio, you can fine-tune some Azure AI services models. For example, you can fine-tune a model for custom speech.
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1. Go to your AI Studio project. If you need to create a project, see [Create an AI Studio project](../how-to/create-projects.md).
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1. Go to your AI Studio project. If you need to create a project, see [Create an AI Studio project](../../how-to/create-projects.md).
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1. Select **Fine-tuning** from the left pane.
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1. Select **AI Service fine-tuning**.
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:::image type="content" source="../media/ai-services/fine-tune-azure-ai-services.png" alt-text="Screenshot of the page to select fine-tuning of Azure AI Services models." lightbox="../media/ai-services/fine-tune-azure-ai-services.png":::
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:::image type="content" source="../../media/ai-services/fine-tune-azure-ai-services.png" alt-text="Screenshot of the page to select fine-tuning of Azure AI Services models." lightbox="../../media/ai-services/fine-tune-azure-ai-services.png":::
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1. Select **+ Fine-tune**.
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1. Follow the wizard to fine-tune a model for the capabilities that you want.
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1. Select **Models + endpoints** (under **Project**) from the left pane.
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1. Select the **Service deployments** tab to view the list of Azure AI services models that are already deployed.
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:::image type="content" source="../media/ai-services/endpoint/models-endpoints-ai-services-deployments.png" alt-text="Screenshot of the models and endpoints page to view Azure AI services deployments." lightbox="../media/ai-services/endpoint/models-endpoints-ai-services-deployments.png":::
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:::image type="content" source="../../media/ai-services/endpoint/models-endpoints-ai-services-deployments.png" alt-text="Screenshot of the models and endpoints page to view Azure AI services deployments." lightbox="../../media/ai-services/endpoint/models-endpoints-ai-services-deployments.png":::
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In this example, we see:
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- Six Azure AI Services deployments (such as Azure AI Speech and Azure AI Language) via the default connection. These models were already available for use when you created the project.
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## Related content
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-[What are Azure AI services?](../../ai-services/what-are-ai-services.md?context=/azure/ai-studio/context/context)
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-[Connections in Azure AI Studio](../concepts/connections.md)
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-[What are Azure AI services?](../../../../ai-services/what-are-ai-services.md?context=/azure/ai-studio/context/context)
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-[Connections in Azure AI Studio](../../concepts/connections.md)
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