Merge pull request #276024 from aahill/extra-publish

defender image and logic apps links

Author: v-dirichards

articles/ai-services/openai/how-to/assistant-functions.md

@@ -6,7 +6,7 @@ services: cognitive-services
 manager: nitinme
 ms.service: azure-ai-openai
 ms.topic: how-to
-ms.date: 05/14/2024
+ms.date: 05/22/2024
 author: mrbullwinkle
 ms.author: mbullwin
 recommendations: false
@@ -37,6 +37,7 @@ To use all features of function calling including parallel functions, you need t
 > [!NOTE]
 > * We've added support for the `tool_choice` parameter which can be used to force the use of a specific tool (like `file_search`, `code_interpreter`, or a `function`) in a particular run. 
 > * Runs expire ten minutes after creation. Be sure to submit your tool outputs before this expiration.
+> * You can also perform function calling [with Azure Logic apps](./assistants-logic-apps.md)
 
 # [Python 1.x](#tab/python)
 

articles/ai-services/openai/how-to/use-your-data-securely.md

@@ -383,4 +383,7 @@ See the [inference API reference article](../references/on-your-data.md) for det
 
 You can now integrate [Microsoft Defender for Cloud](../../../defender-for-cloud/defender-for-cloud-introduction.md) (preview) with your Azure resources to protect your applications. Microsoft Defender for Cloud protects your applications with [threat protection for AI workloads](../../../defender-for-cloud/ai-threat-protection.md) , providing teams with evidence-based security alerts enriched with Microsoft threat intelligence signals and enables teams to strengthen their [security posture](../../../defender-for-cloud/ai-security-posture.md) with integrated security best-practice recommendations.
 
-Use [this form](https://forms.office.com/pages/responsepage.aspx?id=v4j5cvGGr0GRqy180BHbR9EXzLewuFRArQPJzR1tntlURThQR0hYU1MyRVRNODNMV1hBOUEzVlk3NC4u) to apply for access.
+Use [this form](https://forms.office.com/pages/responsepage.aspx?id=v4j5cvGGr0GRqy180BHbR9EXzLewuFRArQPJzR1tntlURThQR0hYU1MyRVRNODNMV1hBOUEzVlk3NC4u) to apply for access.
+
+
+:::image type="content" source="..\media\use-your-data\defender.png" alt-text="A screenshot showing Microsoft Defender for Cloud." lightbox="..\media\use-your-data\defender.png":::

articles/ai-services/openai/media/use-your-data/defender.png

@@ -30,7 +30,7 @@ A refresh of the Assistants API is now publicly available. It contains the follo
 You can now create messages with the [assistant](.//assistants-reference-messages.md#create-message) role to create custom conversation histories in Threads.
 * Support for `temperature`, `top_p`, `response_format` [parameters](./assistants-reference.md#create-an-assistant).
 * Streaming and polling support. You can use the helper functions in our Python SDK to create runs and stream responses. We have also added polling SDK helpers to share object status updates without the need for polling. 
-* Experiment with Logic Apps and Function Calling using Azure OpenAI Studio. Import your REST APIs implemented in Logic Apps as functions and the studio invokes the function (as a Logic Apps workflow) automatically based on the user prompt.
+* Experiment with [Logic Apps and Function Calling using Azure OpenAI Studio](./how-to/assistants-logic-apps.md). Import your REST APIs implemented in Logic Apps as functions and the studio invokes the function (as a Logic Apps workflow) automatically based on the user prompt.
 * AutoGen by Microsoft Research provides a multi-agent conversation framework to enable convenient building of Large Language Model (LLM) workflows across a wide range of applications. Azure OpenAI assistants are now integrated into AutoGen via `GPTAssistantAgent`, a new experimental agent that lets you seamlessly add Assistants into AutoGen-based multi-agent workflows. This enables multiple Azure OpenAI assistants that could be task or domain specialized to collaborate and tackle complex tasks.
 * Support for fine-tuned `gpt-3.5-turbo-0125` [models](./concepts/models.md#assistants-preview) in the following regions:
     * East US 2