Merge pull request #281244 from MicrosoftDocs/main

[Out of Band Publish] 7/18/2024 AM

Author: Albertyang0

articles/ai-services/language-service/media/prompt-flow/prompt-flow-wizard.png

@@ -801,6 +801,8 @@ items:
     href: tutorials/use-kubernetes-service.md
   - name: Use language in power automate flows
     href: tutorials/power-automate.md
+  - name: Use language in prompt flow
+    href: tutorials/prompt-flow.md
   - name: 🆕 Native document support
     items:
     - name: 🆕 Use native documents for language processing

articles/ai-services/language-service/toc.yml

@@ -0,0 +1,73 @@
+---
+title: Use Language in Azure prompt flow
+description: Learn how to use Azure AI Language in prompt flow.
+author: jboback
+ms.author: jboback
+ms.service: azure-ai-language
+ms.topic: how-to
+ms.date: 07/09/2024
+---
+
+# Use Language in Azure prompt flow
+
+> [!IMPORTANT]
+> Some of the features described in this article might only be available in preview. This preview is provided without a service-level agreement, and we don't recommend it for production workloads. Certain features might not be supported or might have constrained capabilities. For more information, see [Supplemental Terms of Use for Microsoft Azure Previews](https://azure.microsoft.com/support/legal/preview-supplemental-terms/).
+
+[Prompt flow in Azure AI Studio](../../../ai-studio/how-to/prompt-flow.md) is a development tool designed to streamline the entire development cycle of AI applications powered by Large Language Models (LLMs). You can explore and quickly start to use and fine-tune various natural language processing capabilities from Azure AI Language, reducing your time to value and deploying solutions with reliable evaluation.
+
+This tutorial teaches you how to use Language in prompt flow utilizing [Azure AI Studio](https://ai.azure.com).                            
+
+## Prerequisites
+
+- An Azure subscription - <a href="https://azure.microsoft.com/free/cognitive-services" target="_blank">Create one for free</a>.
+
+- 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 <a href="https://aka.ms/oai/access" target="_blank">https://aka.ms/oai/access</a>. Open an issue on this repo to contact us if you have an issue.
+
+- You need an Azure AI Studio hub or permissions to create one. Your user role must be **Azure AI Developer**, **Contributor**, or **Owner** on the hub. For more information, see [hubs](../../../ai-studio/concepts/ai-resources.md) and [Azure AI roles](../../../ai-studio/concepts/rbac-ai-studio.md).
+     - If your role is **Contributor** or **Owner**, you can [create a hub in this tutorial](#create-a-project-in-azure-ai-studio). 
+     - If your role is **Azure AI Developer**, the hub must already be created. 
+
+- Your subscription needs to be below your [quota limit](../../../ai-studio/how-to/quota.md) to deploy a new flow in this tutorial.
+
+## Create a project in Azure AI Studio
+
+Your project is used to organize your work and save state. 
+
+[!INCLUDE [Create project](../../../ai-studio/includes/create-projects.md)]
+
+## Using Azure AI Language via the prompt flow gallery
+
+You can create an Azure AI Language flow by either cloning the samples available in the gallery or creating a flow from scratch. If you already have flow files in local or file share, you can also import the files to create a flow. For the purposes of this tutorial we'll be using the prebuilt **Analyze Conversations** flow.
+
+To create a prompt flow from the gallery in Azure AI Studio:
+
+1. Sign in to Azure AI Studio and select your project.
+
+1. From the collapsible left menu, select Prompt flow.
+
+1. Select + Create.
+
+1. Find the **Analyze Conversations** tile in the gallery and select *Clone*.
+
+1. In the right sidebar, name the folder and click the **Clone** button.
+
+1. After the process is complete, you'll be taken to the prompt flow wizard. Click **Start Compute Session** in the upper right hand corner to begin. The various parts of the wizard are out lined below:
+
+    :::image type="content" source="../media/prompt-flow/prompt-flow-wizard.png" alt-text="Screenshot of the prompt flow wizard page with each part of the tool numbered." lightbox="../media/prompt-flow/prompt-flow-wizard.png":::
+
+    1. A graph view of your flow.
+    1. Files in your flow. Click the arrow to expand this section.
+    1. Azure AI Language tools in the "More tools" dropdown menu, which you can add capabilities that you need for your flow. There are more tools that you can add from LLM, Prompt, and Python menu. This menu is only accessible after the compute session has started.
+    1. Configure your output.
+    1. Configure steps (or tools) in the flow.
+    1. Run, evaluate, and deploy your flow.
+
+1. Once you've configured everything to your liking, press the run button in the upper right hand corner.
+
+## Related content
+
+* [Azure AI Language homepage](https://aka.ms/azure-language)
+* [Azure AI Language product demo videos](https://aka.ms/language-videos)
+* [Explore Azure AI Language in Azure AI Studio](https://aka.ms/AzureAiLanguage)

articles/ai-services/language-service/tutorials/prompt-flow.md

@@ -4,7 +4,7 @@ titleSuffix: Azure OpenAI
 description: Learn about the different model capabilities that are available with Azure OpenAI.
 ms.service: azure-ai-openai
 ms.topic: conceptual
-ms.date: 07/08/2024
+ms.date: 07/18/2024
 ms.custom: references_regions, build-2023, build-2023-dataai, refefences_regions
 manager: nitinme
 author: mrbullwinkle #ChrisHMSFT
@@ -18,7 +18,7 @@ Azure OpenAI Service is powered by a diverse set of models with different capabi
 
 | Models | Description |
 |--|--|
-| [GPT-4o & GPT-4 Turbo **NEW**](#gpt-4o-and-gpt-4-turbo) | The latest most capable Azure OpenAI models with multimodal versions, which can accept both text and images as input. |
+| [GPT-4o & GPT-4 Turbo](#gpt-4o-and-gpt-4-turbo) | The latest most capable Azure OpenAI models with multimodal versions, which can accept both text and images as input. |
 | [GPT-4](#gpt-4) | A set of models that improve on GPT-3.5 and can understand and generate natural language and code. |
 | [GPT-3.5](#gpt-35) | A set of models that improve on GPT-3 and can understand and generate natural language and code. |
 | [Embeddings](#embeddings-models) | A set of models that can convert text into numerical vector form to facilitate text similarity. |
@@ -28,7 +28,21 @@ Azure OpenAI Service is powered by a diverse set of models with different capabi
 
 ## GPT-4o and GPT-4 Turbo
 
-GPT-4o is the latest model from OpenAI. GPT-4o integrates text and images in a single model, enabling it to handle multiple data types simultaneously. This multimodal approach enhances accuracy and responsiveness in human-computer interactions. GPT-4o matches GPT-4 Turbo in English text and coding tasks while offering superior performance in non-English languages and vision tasks, setting new benchmarks for AI capabilities.
+GPT-4o integrates text and images in a single model, enabling it to handle multiple data types simultaneously. This multimodal approach enhances accuracy and responsiveness in human-computer interactions. GPT-4o matches GPT-4 Turbo in English text and coding tasks while offering superior performance in non-English languages and vision tasks, setting new benchmarks for AI capabilities.
+
+### Early access playground
+
+Existing Azure OpenAI customers can test out the **NEW GPT-4o mini** model in the **Azure OpenAI Studio Early Access Playground (Preview)**.  
+
+To test the latest model:
+
+> [!NOTE]
+> The GPT-4o mini early access playground is currently only available for resources in **West US3** and **East US**, and is limited to 10 requests every five minutes per subscription. Azure OpenAI content filters are enabled at the default configuration and cannot be modified. GPT-4o mini is a preview model and is currently not available for deployment/direct API access.
+
+1. Navigate to Azure OpenAI Studio at https://oai.azure.com/ and sign-in with credentials that have access to your OpenAI resources.
+2. Select an Azure OpenAI resource in the **West US3** or **East US** regions. If you don't have a resource in one of these regions you will need to [create a resource](../how-to/create-resource.md).
+3. From the main [Azure OpenAI Studio](https://oai.azure.com/) page select the **Early Access Playground (Preview)** button from under the **Get started** section. (This button will only be visible when a resource in **West US3** or **East US** is selected.)
+4. Now you can start asking the model questions just as you would before in the existing [chat playground](../chatgpt-quickstart.md).
 
 ### How do I access the GPT-4o model?
 

articles/ai-services/openai/concepts/models.md

@@ -10,7 +10,7 @@ ms.custom:
   - ignite-2023
   - references_regions
 ms.topic: whats-new
-ms.date: 07/09/2024
+ms.date: 07/18/2024
 recommendations: false
 ---
 
@@ -20,6 +20,16 @@ This article provides a summary of the latest releases and major documentation u
 
 ## July 2024
 
+### GPT-4o mini preview model available for early access
+
+GPT-4o mini is the latest model from OpenAI [launched on July 18, 2024](https://openai.com/index/gpt-4o-mini-advancing-cost-efficient-intelligence/).
+
+From OpenAI:
+
+*"GPT-4o mini surpasses GPT-3.5 Turbo and other small models on academic benchmarks across both textual intelligence and multimodal reasoning, and supports the same range of languages as GPT-4o. It also demonstrates strong performance in function calling, which can enable developers to build applications that fetch data or take actions with external systems, and improved long-context performance compared to GPT-3.5 Turbo."*
+
+To start testing out the model today in Azure OpenAI, see the [**Azure OpenAI Studio early access playground**](./concepts/models.md#early-access-playground).
+
 ### New Responsible AI default content filtering policy 
 
 The new default content filtering policy `DefaultV2` delivers the latest safety and security mitigations for the GPT model series (text), including:

articles/ai-services/openai/whats-new.md

@@ -22,7 +22,7 @@ This article shows two options for using the Azure CLI to add APIs to your API c
     * Run [az apic api register](/cli/azure/apic/api#az-apic-api-register) to register a new API in your API center.
     * Run [az apic api definition import-specification](/cli/azure/apic/api/definition#az-apic-api-definition-import-specification) to import the API definition to an existing API.
 
-* **Option 2** - Import APIs directly from API Management to your API center using the [az apic import-from-apim](/cli/azure/apic/az-apic-import-from-apim) command.
+* **Option 2** - Import APIs directly from API Management to your API center using the [az apic import-from-apim](/cli/azure/apic#az-apic-import-from-apim) command.
 
 After importing API definitions or APIs from API Management, you can add metadata and documentation in your API center to help stakeholders discover, understand, and consume the API.
 

articles/api-center/import-api-management-apis.md

@@ -133,6 +133,6 @@ To delete individual API versions and definitions, use [az apic api version dele
 
 ## Related content
 
-* See the [Azure CLI reference for Azure API Center](/cli/azure/apic) for a complete command list, including commands to manage [environments](/cli/azure/apic/environment), [deployments](/cli/azure/apic/api/deployment), [metadata schemas](/cli/azure/apic/metadata), and [services](/cli/azure/apic/service).
+* See the [Azure CLI reference for Azure API Center](/cli/azure/apic) for a complete command list, including commands to manage [environments](/cli/azure/apic/environment), [deployments](/cli/azure/apic/api/deployment), [metadata schemas](/cli/azure/apic/metadata), and [services](/cli/azure/apic).
 * [Import APIs to your API center from API Management](import-api-management-apis.md)
 * [Use the Visual Studio extension for API Center](use-vscode-extension.md) to build and register APIs from Visual Studio Code.

articles/api-center/manage-apis-azure-cli.md

@@ -4,7 +4,7 @@ description: Learn how to migrate your App Service Environment to App Service En
 author: seligj95
 ms.topic: tutorial
 ms.custom: devx-track-azurecli, references_regions
-ms.date: 7/3/2024
+ms.date: 7/18/2024
 ms.author: jordanselig
 zone_pivot_groups: app-service-cli-portal
 ---

articles/app-service/environment/media/migration/ip-sample.png

@@ -76,7 +76,7 @@ An Azure Automation account in supported public region (except Central India, Ge
 
     > [!NOTE]
     > - When you import a package, it might take several minutes. 100MB is the maximum total size of the files that you can import.
-    > - Use *.zip* files for PowerShell runbook types as mentioned [here](https://learn.microsoft.com/powershell/scripting/developer/module/understanding-a-windows-powershell-module?view=powershell-7.4)
+    > - Use *.zip* files for PowerShell runbook types as mentioned [here](/powershell/scripting/developer/module/understanding-a-windows-powershell-module)
      > - For Python 3.8 packages, use .tar.gz or .whl files targeting cp38-amd64.
      > - For Python 3.10 (preview) packages, use .whl files targeting cp310 Linux OS.