Merge pull request #1941 from aahill/agents

removing foundry pivot + other fixes

Author: v-shils

articles/ai-services/agents/concepts/model-region-support.md

@@ -13,7 +13,7 @@ recommendations: false
 
 # Models supported by Azure AI Agent Service
 
-Agents are powered by a diverse set of models with different capabilities and price points. Model availability varies by region and cloud. Certain tools and capabilities require the latest models. The following models are available in the API, SDK, and Azure AI Foundry. The following table is for pay-as-you-go. For information on Provisioned Throughput Unit (PTU) availability, see [provisioned throughput](../../openai/concepts/provisioned-throughput.md) in the OpenAI documentation. You can use [global standard models](../../openai/concepts/models.md#global-standard-model-availability) if they're supported in the regions listed here. 
+Agents are powered by a diverse set of models with different capabilities and price points. Model availability varies by region and cloud. Certain tools and capabilities require the latest models. The following models are available in the available SDKs. The following table is for pay-as-you-go. For information on Provisioned Throughput Unit (PTU) availability, see [provisioned throughput](../../openai/concepts/provisioned-throughput.md) in the OpenAI documentation. You can use [global standard models](../../openai/concepts/models.md#global-standard-model-availability) if they're supported in the regions listed here. 
 
 | Region | `gpt-35-turbo (0613)` | `gpt-35-turbo (1106)`| `fine tuned gpt-3.5-turbo-0125` | `gpt-4 (0613)` | `gpt-4 (1106)` | `gpt-4 (0125)` | `gpt-4o (2024-05-13)` | `gpt-4o-mini (2024-07-18)` |
 |-----|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|

articles/ai-services/agents/how-to/tools/openapi-spec.md

@@ -42,7 +42,8 @@ work together, generate client code, create tests, apply design standards, and m
        :::image type="content" source="../../media/tools/bing/project-connections.png" alt-text="A screenshot of the connections screen for the AI project." lightbox="../../media/tools/bing/project-connections.png":::
 
    1. Select **custom keys** in **other resource types**.
-    ![image](https://github.com/user-attachments/assets/2e6e8efe-1a31-4097-a859-58ac5ee17a96)
+
+    :::image type="content" source="../../media/tools/bing/api-key-connection.png" alt-text="A screenshot of the custom keys selection for the AI project." lightbox="../../media/tools/bing/api-key-connection.png":::
 
    1. Enter the following information
       - `key`: "key"

articles/ai-services/agents/how-to/tools/overview.md

@@ -30,11 +30,13 @@ Agents can access multiple tools in parallel. These can be both Azure OpenAI-hos
 |---------|---------|
 | [Grounding with Bing Search](./bing-grounding.md)     | Allows your agents to incorporate real-time public web data when generating responses.         |
 |[File search](./file-search.md)    | Augments agents with knowledge from outside its model, such as proprietary product information or documents provided by your users.        |
+| [Azure AI Search](./azure-ai-search.md) | Uses an existing Azure AI Search index as a knowledge base. |
 
 ## Action tools
 
 |Tool  |Description  |
 |---------|---------|
 | [Code interpreter](./code-interpreter.md)     | Enables agents to write and run Python code in a sandboxed execution environment.        |
 |[Function calling](./function-calling.md)     | Allows you to describe the structure of functions to an agent and then return the functions that need to be called along with their arguments.        |
+| [OpenAPI specified tools](./openapi-spec.md) | Connects your Azure AI Agent to an external API using an OpenAPI 3.0 specified tool. |
 

articles/ai-services/agents/includes/quickstart-foundry.md

@@ -13,7 +13,7 @@ recommendations: false
 
 # What is Azure AI Agent Service?
 
-Azure AI Agent Service is a fully managed service designed to empower developers to securely build, deploy, and scale high-quality, and extensible AI agents. Using an extensive ecosystem of models, tools, and capabilities from OpenAI, Microsoft, and other non-Microsoft providers, Azure AI Agent Service enables you to build agents for a wide range of generative AI use cases. Users can access the service through REST APIs, SDKs, or in the [Azure AI Foundry](https://ai.azure.com).
+Azure AI Agent Service is a fully managed service designed to empower developers to securely build, deploy, and scale high-quality, and extensible AI agents. Using an extensive ecosystem of models, tools, and capabilities from OpenAI, Microsoft, and other non-Microsoft providers, Azure AI Agent Service enables you to build agents for a wide range of generative AI use cases. Users can access the service through the [available SDKs](./quickstart.md).
 
 
 ## Comparing Azure agents and Azure OpenAI assistants
@@ -42,12 +42,9 @@ At Microsoft, we're committed to the advancement of AI driven by principles that
 To get started with Azure AI Agent Service, you need to create an Azure AI Foundry hub and an Agent project in your Azure subscription. 
 
 Start with the [quickstart](./quickstart.md) guide if it's your first time using the service.
-1. You can create a AI hub and project with the required resources via AI Foundry or Azure portal. 
+1. You can create a AI hub and project with the required resources. 
 1. After you create a project, you can deploy a compatible model such as GPT-4o.
-1. When you have a deployed model, you can:
-
-    - Try out the Azure AI Foundry agents playground to start exploring agents' capabilities. 
-    - You can also start making API calls to the service using the REST API or SDKs.
+1. When you have a deployed model, you can also start making API calls to the service using the SDKs.
 
 
 ## Next steps

articles/ai-services/agents/media/quickstart/agents-playground.png

@@ -16,12 +16,6 @@ recommendations: false
 
 Azure AI Agent Service allows you to create AI agents tailored to your needs through custom instructions and augmented by advanced tools like code interpreter, and custom functions.
 
-::: zone pivot="programming-language-studio"
-
-[!INCLUDE [quickstart-foundry](includes/quickstart-foundry.md)]
-
-::: zone-end
-
 ::: zone pivot="programming-language-csharp"
 
 [!INCLUDE [quickstart-csharp](includes/quickstart-csharp.md)]