Dheeraj updates + cleanups

Author: ggailey777

articles/azure-functions/functions-bindings-openai-assistant-trigger.md

@@ -1,46 +1,28 @@
 ---
-title: Azure OpenAI Assistant Trigger for Azure Functions
+title: Azure OpenAI assistant trigger for Azure Functions
 description: Learn how to use the Azure OpenAI assistant trigger to execute code based on custom chat bots and skills in Azure Functions.
 ms.topic: reference
-ms.date: 05/07/2024
+ms.date: 05/20/2024
 zone_pivot_groups: programming-languages-set-functions
 ---
 
-# Azure OpenAI Assistant Trigger for Azure Functions
+# Azure OpenAI assistant trigger for Azure Functions
 
 [!INCLUDE [preview-support](../../includes/functions-openai-support-limitations.md)]
 
 The Azure OpenAI assistant trigger lets you run your code based on custom chat bot or skill request made to an assistant. 
 
 For information on setup and configuration details of the Azure OpenAI extension, see [Azure OpenAI extensions for Azure Functions](./functions-bindings-openai.md). To learn more about Azure OpenAI assistants, see [Azure OpenAI Assistants API](../ai-services/openai/concepts/assistants.md).
-::: zone pivot="programming-language-javascript,programming-language-typescript"  
-> [!NOTE]  
-> References and examples are only provided for the [Node.js v4 model](./functions-reference-node.md?pivots=nodejs-model-v4).
-::: zone-end  
-::: zone pivot="programming-language-python"  
-> [!NOTE]  
-> References and examples are only provided for the [Python v2 model](functions-reference-python.md?pivots=python-mode-decorators#development-options).
-::: zone-end  
+
+[!INCLUDE [functions-support-notes-samples-openai](../../includes/functions-support-notes-samples-openai.md)]
 
 ## Example
 
 ::: zone pivot="programming-language-csharp"  
-A C# function can be created using one of the following C# modes:
-
-[!INCLUDE [dotnet-execution](../../includes/functions-dotnet-execution-model.md)]
-
-### [Isolated process](#tab/isolated-process)
-
 This example demonstrates how to create an assistant that adds a new todo task to a database. The trigger has a static description of `Create a new todo task` used by the model. The function itself takes a string, which represents a new task to add. When executed, the function adds the task as a new todo item in a custom item store and returns a response from the store.
 
 :::code language="csharp" source="~/functions-openai-extension/samples/assistant/csharp-ooproc/AssistantSkills.cs" range="31-43" ::: 
 
-<!-- ### [In-process](#tab/in-process)
-
-[!INCLUDE [functions-examples-not-available-note](../../includes/functions-examples-not-available-note.md)] -->
-
----
-
 ::: zone-end  
 ::: zone pivot="programming-language-java"
 

articles/azure-functions/functions-bindings-openai-assistantcreate-output.md

@@ -1,50 +1,30 @@
 ---
-title: Azure OpenAI Assistant Create Output Binding for Azure Functions
+title: Azure OpenAI assistant create output binding for Azure Functions
 description: Learn how to use the Azure OpenAI assistant create output binding to create Azure OpenAI assistants from your function code executions.
 ms.topic: reference
-ms.date: 05/07/2024
+ms.date: 05/20/2024
 zone_pivot_groups: programming-languages-set-functions
 ---
 
-# Azure OpenAI Assistant Create Output Binding for Azure Functions
+# Azure OpenAI assistant create output binding for Azure Functions
 
 [!INCLUDE [preview-support](../../includes/functions-openai-support-limitations.md)]
 
 The Azure OpenAI assistant create output binding allows you to create a new assistant chat bot from your function code execution.
 
 For information on setup and configuration details of the Azure OpenAI extension, see [Azure OpenAI extensions for Azure Functions](./functions-bindings-openai.md). To learn more about Azure OpenAI assistants, see [Azure OpenAI Assistants API](../ai-services/openai/concepts/assistants.md).
-::: zone pivot="programming-language-javascript,programming-language-typescript"  
-> [!NOTE]  
-> References and examples are only provided for the [Node.js v4 model](./functions-reference-node.md?pivots=nodejs-model-v4).
-::: zone-end  
-::: zone pivot="programming-language-python"  
-> [!NOTE]  
-> References and examples are only provided for the [Python v2 model](functions-reference-python.md?pivots=python-mode-decorators#development-options).
-::: zone-end  
+
+[!INCLUDE [functions-support-notes-samples-openai](../../includes/functions-support-notes-samples-openai.md)]
 
 ## Example
 
 ::: zone pivot="programming-language-csharp"  
-A C# function can be created using one of the following C# modes:
-
-[!INCLUDE [dotnet-execution](../../includes/functions-dotnet-execution-model.md)]
-
-### [Isolated process](#tab/isolated-process)
-
 This example demonstrates the creation process, where the HTTP PUT function that creates a new assistant chat bot with the specified ID. The response to the prompt is returned in the HTTP response.  
 
 :::code language="csharp" source="~/functions-openai-extension/samples/assistant/csharp-ooproc/AssistantApis.cs" range="20-45"::: 
 
-<!-- ### [In-process](#tab/in-process)
-
-[!INCLUDE [functions-examples-not-available-note](../../includes/functions-examples-not-available-note.md)] -->
-
----
-
 ::: zone-end  
 ::: zone pivot="programming-language-java"
-<!-- [!INCLUDE [functions-examples-not-available-note](../../includes/functions-examples-not-available-note.md)] -->
-
 This example demonstrates the creation process, where the HTTP PUT function that creates a new assistant chat bot with the specified ID. The response to the prompt is returned in the HTTP response.  
 
 :::code language="java" source="~/functions-openai-extension/samples/assistant/java/src/main/java/com/azfs/AssistantApis.java" range="33-58":::
@@ -70,8 +50,6 @@ This example demonstrates the creation process, where the HTTP PUT function that
 
 ::: zone-end  
 ::: zone pivot="programming-language-powershell"  
-<!-- [!INCLUDE [functions-examples-not-available-note](../../includes/functions-examples-not-available-note.md)] -->
-
 This example demonstrates the creation process, where the HTTP PUT function that creates a new assistant chat bot with the specified ID. The response to the prompt is returned in the HTTP response.  
 
 Here's the _function.json_ file for Create Assistant:

articles/azure-functions/functions-bindings-openai-assistantpost-input.md

@@ -1,45 +1,27 @@
 ---
-title: Azure OpenAI Assistant Post Input Binding for Azure Functions
+title: Azure OpenAI assistant post input binding for Azure Functions
 description: Learn how to use the Azure OpenAI assistant post input binding to query chat bots during function execution in Azure Functions.
 ms.topic: reference
-ms.date: 05/07/2024
+ms.date: 05/20/2024
 zone_pivot_groups: programming-languages-set-functions
 ---
 
-# Azure OpenAI Assistant Post Input Binding for Azure Functions
+# Azure OpenAI assistant post input binding for Azure Functions
 
 [!INCLUDE [preview-support](../../includes/functions-openai-support-limitations.md)]
 
 The Azure OpenAI assistant post input binding lets you send prompts to assistant chat bots.
 
-For information on setup and configuration details of the Azure OpenAI extension, see [Azure OpenAI extensions for Azure Functions](./functions-bindings-openai.md). To learn more about Azure OpenAI assistants, see [Azure OpenAI Assistants API](../ai-services/openai/concepts/assistants.md).
-::: zone pivot="programming-language-javascript,programming-language-typescript"  
-> [!NOTE]  
-> References and examples are only provided for the [Node.js v4 model](./functions-reference-node.md?pivots=nodejs-model-v4).
-::: zone-end  
-::: zone pivot="programming-language-python"  
-> [!NOTE]  
-> References and examples are only provided for the [Python v2 model](functions-reference-python.md?pivots=python-mode-decorators#development-options).
-::: zone-end  
+For information on setup and configuration details of the Azure OpenAI extension, see [Azure OpenAI extensions for Azure Functions](./functions-bindings-openai.md). To learn more about Azure OpenAI assistants, see [Azure OpenAI Assistants API](../ai-services/openai/
+
+[!INCLUDE [functions-support-notes-samples-openai](../../includes/functions-support-notes-samples-openai.md)] 
 
 ## Example
 
 ::: zone pivot="programming-language-csharp"  
-A C# function can be created using one of the following C# modes:
-
-[!INCLUDE [dotnet-execution](../../includes/functions-dotnet-execution-model.md)]
-
-### [Isolated process](#tab/isolated-process)
-
 This example demonstrates the creation process, where the HTTP POST function that sends user prompts to the assistant chat bot. The response to the prompt is returned in the HTTP response.
 
 :::code language="csharp" source="~/functions-openai-extension/samples/assistant/csharp-ooproc/AssistantApis.cs" range="58-78"::: 
-<!-- 
-### [In-process](#tab/in-process)
-
-[!INCLUDE [functions-examples-not-available-note](../../includes/functions-examples-not-available-note.md)] -->
-
----
 
 ::: zone-end  
 ::: zone pivot="programming-language-java"

articles/azure-functions/functions-bindings-openai-assistantquery-input.md

@@ -1,46 +1,28 @@
 ---
-title: Azure OpenAI Assistant Query Input Binding for Azure Functions
+title: Azure OpenAI assistant query input binding for Azure Functions
 description: Learn how to use the Azure OpenAI assistant query input binding to access Azure OpenAI Assistants APIs during function execution in Azure Functions.
 ms.topic: reference
-ms.date: 05/14/2024
+ms.date: 05/20/2024
 zone_pivot_groups: programming-languages-set-functions
 ---
 
-# Azure OpenAI Assistant Query Input Binding for Azure Functions
+# Azure OpenAI assistant query input binding for Azure Functions
 
 [!INCLUDE [preview-support](../../includes/functions-openai-support-limitations.md)]
 
 The Azure OpenAI assistant query input binding allows you to integrate Assistants API queries into your code executions. 
 
 For information on setup and configuration details of the Azure OpenAI extension, see [Azure OpenAI extensions for Azure Functions](./functions-bindings-openai.md). To learn more about Azure OpenAI assistants, see [Azure OpenAI Assistants API](../ai-services/openai/concepts/assistants.md).
-::: zone pivot="programming-language-javascript,programming-language-typescript"  
-> [!NOTE]  
-> References and examples are only provided for the [Node.js v4 model](./functions-reference-node.md?pivots=nodejs-model-v4).
-::: zone-end  
-::: zone pivot="programming-language-python"  
-> [!NOTE]  
-> References and examples are only provided for the [Python v2 model](functions-reference-python.md?pivots=python-mode-decorators#development-options).
-::: zone-end  
+
+[!INCLUDE [functions-support-notes-samples-openai](../../includes/functions-support-notes-samples-openai.md)] 
 
 ## Example
 
 ::: zone pivot="programming-language-csharp"  
-A C# function can be created using one of the following C# modes:
-
-[!INCLUDE [dotnet-execution](../../includes/functions-dotnet-execution-model.md)]
-
-### [Isolated process](#tab/isolated-process)
-
 This example demonstrates the creation process, where the HTTP GET function that queries the conversation history of the assistant chat bot. The response to the prompt is returned in the HTTP response.
 
 :::code language="csharp" source="~/functions-openai-extension/samples/assistant/csharp-ooproc/AssistantApis.cs" range="74-83"::: 
 
-<!-- ### [In-process](#tab/in-process)
-
-[!INCLUDE [functions-examples-not-available-note](../../includes/functions-examples-not-available-note.md)] -->
-
----
-
 ::: zone-end  
 ::: zone pivot="programming-language-java"
 

articles/azure-functions/functions-bindings-openai-embeddings-input.md

@@ -1,36 +1,24 @@
 ---
-title: Azure OpenAI Embeddings Input Binding for Azure Functions
+title: Azure OpenAI embeddings input binding for Azure Functions
 description: Learn how to use the Azure OpenAI embeddings input binding to generate embeddings during function execution in Azure Functions.
 ms.topic: reference
-ms.date: 05/07/2024
+ms.date: 05/20/2024
 zone_pivot_groups: programming-languages-set-functions
 ---
 
-# Azure OpenAI Embeddings Input Binding for Azure Functions
+# Azure OpenAI embeddings input binding for Azure Functions
 
 [!INCLUDE [preview-support](../../includes/functions-openai-support-limitations.md)]
 
 The Azure OpenAI embeddings input binding allows you to generate embeddings for inputs. The binding can generate embeddings from files or raw text inputs.
 
 For information on setup and configuration details of the Azure OpenAI extension, see [Azure OpenAI extensions for Azure Functions](./functions-bindings-openai.md). To learn more about embeddings in Azure OpenAI Service, see [Understand embeddings in Azure OpenAI Service](../ai-services/openai/concepts/understand-embeddings.md).
-::: zone pivot="programming-language-javascript,programming-language-typescript"  
-> [!NOTE]  
-> References and examples are only provided for the [Node.js v4 model](./functions-reference-node.md?pivots=nodejs-model-v4).
-::: zone-end  
-::: zone pivot="programming-language-python"  
-> [!NOTE]  
-> References and examples are only provided for the [Python v2 model](functions-reference-python.md?pivots=python-mode-decorators#development-options).
-::: zone-end  
+
+[!INCLUDE [functions-support-notes-samples-openai](../../includes/functions-support-notes-samples-openai.md)]
 
 ## Example
 
 ::: zone pivot="programming-language-csharp"  
-A C# function can be created using one of the following C# modes:
-
-[!INCLUDE [dotnet-execution](../../includes/functions-dotnet-execution-model.md)]
-
-### [Isolated process](#tab/isolated-process)
-
 This example shows how to generate embeddings for a raw text string.
 
 :::code language="csharp" source="~/functions-openai-extension/samples/embeddings/csharp-ooproc/Embeddings/EmbeddingsGenerator.cs" range="41-57"::: 
@@ -39,15 +27,8 @@ This example shows how to retrieve embeddings stored at a specified file that is
 
 :::code language="csharp" source="~/functions-openai-extension/samples/embeddings/csharp-ooproc/Embeddings/EmbeddingsGenerator.cs" range="63-78"::: 
 
-<!-- ### [In-process](#tab/in-process)
-
-[!INCLUDE [functions-examples-not-available-note](../../includes/functions-examples-not-available-note.md)] -->
-
----
-
 ::: zone-end  
 ::: zone pivot="programming-language-java"
-
 This example shows how to generate embeddings for a raw text string.
 
 :::code language="java" source="~/functions-openai-extension/samples/embeddings/java/src/main/java/com/azfs/EmbeddingsGenerator.java" range="26-55":::
@@ -56,7 +37,6 @@ This example shows how to retrieve embeddings stored at a specified file that is
 
 :::code language="java" source="~/functions-openai-extension/samples/embeddings/java/src/main/java/com/azfs/EmbeddingsGenerator.java" range="61-90":::
 
-
 ::: zone-end  
 ::: zone pivot="programming-language-javascript"
 [!INCLUDE [functions-examples-not-available-note](../../includes/functions-examples-not-available-note.md)]
@@ -69,7 +49,6 @@ This example shows how to retrieve embeddings stored at a specified file that is
 -->
 ::: zone-end  
 ::: zone pivot="programming-language-typescript"
-
 This example shows how to generate embeddings for a raw text string.
 
 :::code language="typescript" source="~/functions-openai-extension/samples/embeddings/nodejs/src/app.ts" range="7-31":::
@@ -78,11 +57,8 @@ This example shows how to retrieve embeddings stored at a specified file that is
 
 :::code language="typescript" source="~/functions-openai-extension/samples/embeddings/nodejs/src/app.ts" range="37-61":::
 
-
-
 ::: zone-end  
 ::: zone pivot="programming-language-powershell"  
-
 This example shows how to generate embeddings for a raw text string.
 
 Here's the _function.json_ file for generating the embeddings:
@@ -92,11 +68,8 @@ Here's the _function.json_ file for generating the embeddings:
 For more information about *function.json* file properties, see the [Configuration](#configuration) section.
 
 :::code language="powershell" source="~/functions-openai-extension/samples/embeddings/powershell/GenerateEmbeddings/run.ps1" :::
-
-
 ::: zone-end   
 ::: zone pivot="programming-language-python"  
-
 This example shows how to generate embeddings for a raw text string.
 
 :::code language="python" source="~/functions-openai-extension/samples/embeddings/python/function_app.py" range="8-21":::