fix links

Author: PatrickFarley

articles/ai-studio/ai-services/how-to/connect-azure-openai.md

@@ -34,13 +34,13 @@ To use Azure OpenAI Service outside of a project, follow these steps:
 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 OpenAI Service resource.
 1. Find the tile that says **Focused on Azure OpenAI Service?** and select **Let's go**. 
 
-    :::image type="content" source="../media/azure-openai-in-ai-studio/home-page.png" alt-text="Screenshot of the home page in Azure AI Studio with the option to select Azure OpenAI Service." lightbox="../media/azure-openai-in-ai-studio/home-page.png":::
+    :::image type="content" source="../../media/azure-openai-in-ai-studio/home-page.png" alt-text="Screenshot of the home page in Azure AI Studio with the option to select Azure OpenAI Service." lightbox="../../media/azure-openai-in-ai-studio/home-page.png":::
 
     If you don't see this tile, you can also go directly to the [Azure OpenAI Service page](https://ai.azure.com/resource/overview) in AI Studio.
 
 1. You should see your existing Azure OpenAI Service resources. In this example, the Azure OpenAI Service resource `contoso-azure-openai-eastus` is selected.
 
-    :::image type="content" source="../media/ai-services/azure-openai-studio-select-resource.png" alt-text="Screenshot of the Azure OpenAI Service resources page in Azure AI Studio." lightbox="../media/ai-services/azure-openai-studio-select-resource.png":::
+    :::image type="content" source="../../media/ai-services/azure-openai-studio-select-resource.png" alt-text="Screenshot of the Azure OpenAI Service resources page in Azure AI Studio." lightbox="../../media/ai-services/azure-openai-studio-select-resource.png":::
 
     If your subscription has multiple Azure OpenAI Service resources, you can use the selector or go to **All resources** to see all your resources. 
 
@@ -59,9 +59,9 @@ Let's look at two ways to connect Azure OpenAI Service resources to a project:
 
 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.
 
-:::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":::
+:::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":::
 
-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.
+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.
 
 ### Connect Azure OpenAI Service after you create a project
 
@@ -72,15 +72,15 @@ If you already have a project and you want to connect your existing Azure OpenAI
 1. Select **Connected resources** (under **Project**) from the left pane. 
 1. Select **+ New connection**.
 
-    :::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":::
+    :::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":::
 
 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.
 
-    :::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":::
+    :::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":::
 
 1. On the next page in the wizard, browse or search to find the resource you want to connect. Then select **Add connection**.  
 
-    :::image type="content" source="../media/ai-services/connections-add-azure-openai.png" alt-text="Screenshot of the page to select the Azure AI Service resource that you want to connect to the project." lightbox="../media/ai-services/connections-add-azure-openai.png":::
+    :::image type="content" source="../../media/ai-services/connections-add-azure-openai.png" alt-text="Screenshot of the page to select the Azure AI Service resource that you want to connect to the project." lightbox="../../media/ai-services/connections-add-azure-openai.png":::
 
 1. After the resource is connected, select **Close** to return to the **Connected resources** page. You should see the new connection listed.
 
@@ -94,15 +94,15 @@ You can try Azure OpenAI models in the Azure OpenAI Service playgrounds outside
 1. Go to the [Azure OpenAI Service page](https://ai.azure.com/resource/overview) in AI Studio.
 1. Select a playground from under **Resource playground** in the left pane.
 
-    :::image type="content" source="../media/ai-services/playgrounds/azure-openai-studio-playgrounds.png" alt-text="Screenshot of the playgrounds that you can select to use Azure OpenAI Service." lightbox="../media/ai-services/playgrounds/azure-openai-studio-playgrounds.png":::
+    :::image type="content" source="../../media/ai-services/playgrounds/azure-openai-studio-playgrounds.png" alt-text="Screenshot of the playgrounds that you can select to use Azure OpenAI Service." lightbox="../../media/ai-services/playgrounds/azure-openai-studio-playgrounds.png":::
 
 Here are a few guides to help you get started with Azure OpenAI Service playgrounds:
-- [Quickstart: Use the chat playground](../quickstarts/get-started-playground.md)
-- [Quickstart: Get started using Azure OpenAI Assistants](../../ai-services/openai/assistants-quickstart.md?context=/azure/ai-studio/context/context)
-- [Quickstart: Use GPT-4o in the real-time audio playground](../../ai-services/openai/realtime-audio-quickstart.md?context=/azure/ai-studio/context/context)
-- [Quickstart: Analyze images and video with GPT-4 for Vision in the playground](../quickstarts/multimodal-vision.md)
+- [Quickstart: Use the chat playground](../../quickstarts/get-started-playground.md)
+- [Quickstart: Get started using Azure OpenAI Assistants](../../../../ai-services/openai/assistants-quickstart.md?context=/azure/ai-studio/context/context)
+- [Quickstart: Use GPT-4o in the real-time audio playground](../../../../ai-services/openai/realtime-audio-quickstart.md?context=/azure/ai-studio/context/context)
+- [Quickstart: Analyze images and video with GPT-4 for Vision in the playground](../../quickstarts/multimodal-vision.md)
 
-Each playground has different model requirements and capabilities. The supported regions will vary depending on the model. For more information about model availability per region, see the [Azure OpenAI Service models documentation](../../ai-services/openai/concepts/models.md).
+Each playground has different model requirements and capabilities. The supported regions will vary depending on the model. For more information about model availability per region, see the [Azure OpenAI Service models documentation](../../../../ai-services/openai/concepts/models.md).
 
 ## Fine-tune Azure OpenAI models
 
@@ -111,15 +111,15 @@ In AI Studio, you can fine-tune several Azure OpenAI models. The purpose is typi
 1. Go to the [Azure OpenAI Service page](https://ai.azure.com/resource/overview) in AI Studio to fine-tune Azure OpenAI models.
 1. Select **Fine-tuning** from the left pane.
 
-    :::image type="content" source="../media/ai-services/fine-tune-azure-openai.png" alt-text="Screenshot of the page to select fine-tuning of Azure OpenAI Service models." lightbox="../media/ai-services/fine-tune-azure-openai.png":::
+    :::image type="content" source="../../media/ai-services/fine-tune-azure-openai.png" alt-text="Screenshot of the page to select fine-tuning of Azure OpenAI Service models." lightbox="../../media/ai-services/fine-tune-azure-openai.png":::
 
 1. Select **+ Fine-tune model** in the **Generative AI fine-tuning** tabbed page.
-1. Follow the [detailed how to guide](../../ai-services/openai/how-to/fine-tuning.md?context=/azure/ai-studio/context/context) to fine-tune the model.
+1. Follow the [detailed how to guide](../../../../ai-services/openai/how-to/fine-tuning.md?context=/azure/ai-studio/context/context) to fine-tune the model.
 
 For more information about fine-tuning Azure AI models, see:
-- [Overview of fine-tuning in AI Studio](../concepts/fine-tuning-overview.md)
-- [How to fine-tune Azure OpenAI models](../../ai-services/openai/how-to/fine-tuning.md?context=/azure/ai-studio/context/context)
-- [Azure OpenAI models that are available for fine-tuning](../../ai-services/openai/concepts/models.md?context=/azure/ai-studio/context/context)
+- [Overview of fine-tuning in AI Studio](../../concepts/fine-tuning-overview.md)
+- [How to fine-tune Azure OpenAI models](../../../../ai-services/openai/how-to/fine-tuning.md?context=/azure/ai-studio/context/context)
+- [Azure OpenAI models that are available for fine-tuning](../../../../ai-services/openai/concepts/models.md?context=/azure/ai-studio/context/context)
 
 
 ## Deploy models to production
@@ -129,21 +129,21 @@ You can deploy Azure OpenAI base models and fine-tuned models to production via
 1. Go to the [Azure OpenAI Service page](https://ai.azure.com/resource/overview) in AI Studio.
 1. Select **Deployments** from the left pane.
 
-    :::image type="content" source="../media/ai-services/endpoint/models-endpoints-azure-openai-deployments.png" alt-text="Screenshot of the models and endpoints page to view and create Azure OpenAI Service deployments." lightbox="../media/ai-services/endpoint/models-endpoints-azure-openai-deployments.png":::
+    :::image type="content" source="../../media/ai-services/endpoint/models-endpoints-azure-openai-deployments.png" alt-text="Screenshot of the models and endpoints page to view and create Azure OpenAI Service deployments." lightbox="../../media/ai-services/endpoint/models-endpoints-azure-openai-deployments.png":::
 
-You can create a new deployment or view existing deployments. For more information about deploying Azure OpenAI models, see [Deploy Azure OpenAI models to production](../how-to/deploy-models-openai.md).
+You can create a new deployment or view existing deployments. For more information about deploying Azure OpenAI models, see [Deploy Azure OpenAI models to production](../../how-to/deploy-models-openai.md).
 
 ## Develop apps with code
 
 At some point, you want to develop apps with code. Here are some developer resources to help you get started with Azure OpenAI Service and Azure AI services:
-- [Azure OpenAI Service and Azure AI services SDKs](../../ai-services/reference/sdk-package-resources.md?context=/azure/ai-studio/context/context)
-- [Azure OpenAI Service and Azure AI services REST APIs](../../ai-services/reference/rest-api-resources.md?context=/azure/ai-studio/context/context)
-- [Quickstart: Get started building a chat app using code](../quickstarts/get-started-code.md)
-- [Quickstart: Get started using Azure OpenAI Assistants](../../ai-services/openai/assistants-quickstart.md?context=/azure/ai-studio/context/context)
-- [Quickstart: Use real-time speech to text](../../ai-services/speech-service/get-started-speech-to-text.md?context=/azure/ai-studio/context/context)
+- [Azure OpenAI Service and Azure AI services SDKs](../../../../ai-services/reference/sdk-package-resources.md?context=/azure/ai-studio/context/context)
+- [Azure OpenAI Service and Azure AI services REST APIs](../../../../ai-services/reference/rest-api-resources.md?context=/azure/ai-studio/context/context)
+- [Quickstart: Get started building a chat app using code](../../quickstarts/get-started-code.md)
+- [Quickstart: Get started using Azure OpenAI Assistants](../../../../ai-services/openai/assistants-quickstart.md?context=/azure/ai-studio/context/context)
+- [Quickstart: Use real-time speech to text](../../../../ai-services/speech-service/get-started-speech-to-text.md?context=/azure/ai-studio/context/context)
 
 
 ## Related content
 
-- [Azure OpenAI in AI Studio](../azure-openai-in-ai-studio.md)
+- [Azure OpenAI in AI Studio](../../azure-openai-in-ai-studio.md)
 - [Use Azure AI services resources](./connect-ai-services.md)