Merge pull request #2059 from eric-urban/eur/realtime-howto

realtime how-to updates

Author: prmerger-automator[bot]

articles/ai-services/openai/how-to/realtime-audio.md

@@ -44,15 +44,10 @@ Before you can use GPT-4o real-time audio, you need:
 - An Azure OpenAI resource created in a [supported region](#supported-models). For more information, see [Create a resource and deploy a model with Azure OpenAI](create-resource.md).
 - You need a deployment of the `gpt-4o-realtime-preview` model in a supported region as described in the [supported models](#supported-models) section. You can deploy the model from the [Azure AI Foundry portal model catalog](../../../ai-studio/how-to/model-catalog-overview.md) or from your project in AI Foundry portal. 
 
-For steps to deploy and use the `gpt-4o-realtime-preview` model, see [the real-time audio quickstart](../realtime-audio-quickstart.md).
-
-For more information about the API and architecture, see the remaining sections in this guide.
-
-## Sample code
-
-Right now, the fastest way to get started development with the GPT-4o Realtime API is to download the sample code from the [Azure OpenAI GPT-4o real-time audio repository on GitHub](https://github.com/azure-samples/aoai-realtime-audio-sdk).
-
-[The Azure-Samples/aisearch-openai-rag-audio repo](https://github.com/Azure-Samples/aisearch-openai-rag-audio) contains an example of how to implement RAG support in applications that use voice as their user interface, powered by the GPT-4o realtime API for audio.
+Here are some of the ways you can get started with the GPT-4o Realtime API for speech and audio:
+- For steps to deploy and use the `gpt-4o-realtime-preview` model, see [the real-time audio quickstart](../realtime-audio-quickstart.md).
+- Download the sample code from the [Azure OpenAI GPT-4o real-time audio repository on GitHub](https://github.com/azure-samples/aoai-realtime-audio-sdk).
+- [The Azure-Samples/aisearch-openai-rag-audio repo](https://github.com/Azure-Samples/aisearch-openai-rag-audio) contains an example of how to implement RAG support in applications that use voice as their user interface, powered by the GPT-4o realtime API for audio.
 
 ## Connection and authentication
 
@@ -278,6 +273,8 @@ A user might want to interrupt the assistant's response or ask the assistant to
 - Truncating audio deletes the server-side text transcript to ensure there isn't text in the context that the user doesn't know about.
 - The server responds with a [`conversation.item.truncated`](../realtime-audio-reference.md#realtimeservereventconversationitemtruncated) event.
 
+
+
 ## Related content
 
 * Try the [real-time audio quickstart](../realtime-audio-quickstart.md)