Updated broken image paths and made other updates, including to the Prerequisites section.

Author: JoshTheTechWriter

articles/container-apps/java-petclinic-ai-overview.md

@@ -22,7 +22,7 @@ The application features many different services working together to introduce t
 
 The following diagram shows the architecture of the AI application in Azure Container Apps:
 
-:::image type="complex" source="media/first-java-ai-application/architecture-chart.png" alt-text="Diagram of the architecture of the AI application, which includes a Container Apps environment, an API gateway, Entra ID for authentication, and other components." lightbox="media/first-java-ai-application/architecture-chart.png":::
+:::image type="complex" source="media/java-ai-application/architecture-chart.png" alt-text="Diagram of the architecture of the AI application, which includes a Container Apps environment, an API gateway, Entra ID for authentication, and other components." lightbox="media/java-ai-application/architecture-chart.png":::
    Diagram that shows the architecture of the AI application. Users access the system through authentication managed by Entra ID. The Azure Container App environment contains an API gateway that enables routing for and communication with the application. The API gateway uses managed identities to securely interact with Azure Container Registry and cognitive services. The API gateway also handles communication with external users. A virtual network between the API gateway and external systems provides secure and isolated network connectivity.
 :::image-end:::
 

articles/container-apps/java-petclinic-ai-tutorial.md

@@ -15,7 +15,7 @@ ms.custom:
 
 In this article, you learn how to use [Azure OpenAI Service](/azure/ai-services/openai/overview) and Azure Container Apps to create a natural language interface for the Spring PetClinic sample application.
 
-:::image type="content" source="media/first-java-ai-application/home-with-chatbot.png"  alt-text="Screenshot of the home page of PetClinic." lightbox="media/first-java-ai-application/home-with-chatbot.png":::
+:::image type="content" source="media/java-ai-application/home-with-chatbot.png"  alt-text="Screenshot of the home page of PetClinic." lightbox="media/java-ai-application/home-with-chatbot.png":::
 
 For information on the architectural details of this application, see [Java PetClinic AI sample in Container Apps overview](./java-petclinic-ai-overview.md).
 
@@ -28,12 +28,13 @@ For information on the architectural details of this application, see [Java PetC
 
 ## Prerequisites
 
-- An Azure subscription. If you don't have an existing account, you can [create one for free](https://azure.microsoft.com/free/?WT.mc_id=A261C142F).
+- An Azure subscription. [Create one for free.](https://azure.microsoft.com/free/).
 - `Contributor` and `User Access Administrator` roles, or the `Owner` role. For more information, see [Assign Azure roles using the Azure portal](../role-based-access-control/role-assignments-portal.yml?tabs=current).
 - [A GitHub account](https://github.com/join).
 - The latest version of [git](https://git-scm.com/downloads).
 - The [Microsoft Build of Open JDK](/java/openjdk/install), version 17 or higher.
-- [Azure CLI](/azure/developer/azure-developer-cli/install-azd).
+- [Azure Developer CLI](/azure/developer/azure-developer-cli/install-azd).
+- [Azure CLI](/cli/azure/install-azure-cli).
 - [Maven](https://maven.apache.org/download.cgi).
 
 ## Setup
@@ -140,7 +141,7 @@ For information on the architectural details of this application, see [Java PetC
 
 The following image shows the result of asking the application to add a new pet owner to the system.
 
-:::image type="content" source="media/first-java-ai-application/add-new-item.png" alt-text="Screenshot of AI chat assistant adding a new owner, complete with address and other information, and information about a pet." lightbox="media/first-java-ai-application/add-new-item.png":::
+:::image type="content" source="media/java-ai-application/add-new-item.png" alt-text="Screenshot of AI chat assistant adding a new owner, complete with address and other information, and information about a pet." lightbox="media/java-ai-application/add-new-item.png":::
 
 ## Updates