Merge branch 'main' of https://github.com/MicrosoftDocs/azure-docs-pr into mdb-troubleshooting-toc

Author: RoseHJM

articles/ai-services/index.yml

@@ -13,7 +13,7 @@ metadata:
   ms.author: eur
   manager: nitinme
   ms.custom: ignite-2023
-  ms.date: 3/19/2024
+  ms.date: 8/20/2024
 highlightedContent:
 # itemType: architecture | concept | deploy | download | get-started | how-to-guide | learn | overview | quickstart | reference | tutorial | whats-new
   items:
@@ -23,9 +23,9 @@ highlightedContent:
     - title: What is Azure AI Studio?
       itemType: overview
       url: ../ai-studio/what-is-ai-studio.md
-    - title: Azure AI Studio copilot tutorial
+    - title: Build your own copilot with Azure AI SDKs
       itemType: tutorial
-      url: ../ai-studio/tutorials/deploy-copilot-ai-studio.md
+      url: ../ai-studio/tutorials/copilot-sdk-build-rag.md
     - title: Responsible use of AI
       itemType: concept
       url: responsible-use-of-ai-overview.md

articles/ai-services/language-support.md

@@ -2,12 +2,11 @@
 title: Language support
 titleSuffix: Azure AI services
 description: Azure AI services enable you to build applications that see, hear, speak with, and understand your users.
-#services: cognitive-services
 author: laujan
 manager: nitinme
 ms.service: azure-ai-services
 ms.topic: conceptual
-ms.date: 07/08/2024
+ms.date: 8/20/2024
 ms.author: lajanuar
 ---
 

articles/ai-services/multi-service-resource.md

@@ -8,7 +8,7 @@ manager: nitinme
 ms.service: azure-ai-services
 ms.custom: devx-track-azurecli, devx-track-azurepowershell, build-2024
 ms.topic: quickstart
-ms.date: 8/1/2024
+ms.date: 8/20/2024
 ms.author: eur
 zone_pivot_groups: programming-languages-portal-cli-ps
 ---
@@ -17,7 +17,7 @@ zone_pivot_groups: programming-languages-portal-cli-ps
 
 Learn how to create and manage an Azure AI services resource. An Azure AI services resource allows you to access multiple Azure AI services with a single set of credentials. 
 
-You can access Azure AI services through two different resources: 
+You can access Azure AI services through two different resource kinds: 
 
 * Azure AI services multi-service resource:
     * Access multiple Azure AI services with a single set of credentials.

articles/ai-services/openai/quotas-limits.md

@@ -10,7 +10,7 @@ ms.custom:
   - ignite-2023
   - references_regions
 ms.topic: conceptual
-ms.date: 08/14/2024
+ms.date: 08/16/2024
 ms.author: mbullwin
 ---
 
@@ -50,27 +50,28 @@ The following sections provide you with a quick guide to the default quotas and
 | GPT-4 `vision-preview` & GPT-4 `turbo-2024-04-09` default max tokens | 16 <br><br> Increase the `max_tokens` parameter value to avoid truncated responses. GPT-4o max tokens defaults to 4096. |
 | Max number of custom headers in API requests<sup>1</sup> | 10 |
 
-<sup>1</sup> Our current APIs allow up to 10 custom headers, which are passed through the pipeline, and returned. We have noticed some customers now exceed this header count resulting in HTTP 431 errors. There is no solution for this error, other than to reduce header volume.  **In future API versions we will no longer pass through custom headers**. We recommend customers not depend on custom headers in future system architectures.
-
+<sup>1</sup> Our current APIs allow up to 10 custom headers, which are passed through the pipeline, and returned. We have noticed some customers now exceed this header count resulting in HTTP 431 errors. There is no solution for this error, other than to reduce header volume. **In future API versions we will no longer pass through custom headers**. We recommend customers not depend on custom headers in future system architectures.
 
 ## Regional quota limits
 
 [!INCLUDE [Quota](./includes/model-matrix/quota.md)]
 
 [!INCLUDE [Quota](./includes/global-batch-limits.md)]
 
-## gpt-4o rate limits
+## gpt-4o & GPT-4 Turbo rate limits
 
-`gpt-4o` and `gpt-4o-mini` have rate limit tiers with higher limits for certain customer types.
+`gpt-4o` and `gpt-4o-mini`, and `gpt-4` (`turbo-2024-04-09`) have rate limit tiers with higher limits for certain customer types.
 
-### gpt-4o global standard
+### gpt-4o & GPT-4 Turbo global standard
 
 | Model|Tier| Quota Limit in tokens per minute (TPM) | Requests per minute |
 |---|---|:---:|:---:|
 |`gpt-4o`|Enterprise agreement | 30 M | 180 K |
 |`gpt-4o-mini` | Enterprise agreement | 50 M | 300 K |
+|`gpt-4` (turbo-2024-04-09) | Enterprise agreement | 2 M | 12 K |
 |`gpt-4o` |Default | 450 K | 2.7 K |
 |`gpt-4o-mini` | Default | 2 M | 12 K  |
+|`gpt-4` (turbo-2024-04-09) | Default | 450 K | 2.7 K |
 
 M = million | K = thousand
 

articles/ai-services/personalizer/index.yml

@@ -91,9 +91,9 @@ landingContent:
         - text: Code Samples
           url: https://github.com/Azure-Samples/cognitive-services-personalizer-samples
         - text: REST API (1.0)
-          url: https://westus2.dev.cognitive.microsoft.com/docs/services/personalizer-api/operations/Rank
+          url: https://personalizer-api-docs.developer.azure-api.net/api-details#api=personalizer-client-v1-0&operation=Rank
         - text: REST APIs (v1.1 Preview)
-          url: https://westus2.dev.cognitive.microsoft.com/docs/services/personalizer-api-v1-1-preview-3/operations/Rank
+          url: https://personalizer-api-docs.developer.azure-api.net/api-details#api=personalizer-client-v1-1-preview-3&operation=Rank
   - title: About Reinforcement learning
     linkLists:
       - linkListType: overview

articles/ai-services/speech-service/audio-processing-overview.md

@@ -6,7 +6,7 @@ author: hasyashah
 manager: nitinme
 ms.service: azure-ai-speech
 ms.topic: overview
-ms.date: 1/18/2024
+ms.date: 8/20/2024
 ms.author: hasshah
 ---
 
@@ -46,5 +46,6 @@ Microsoft Audio Stack can be used by any product or application that can meet th
 * **Loopback or reference audio** - An audio channel that represents the audio being played out of the device is required to perform acoustic echo cancellation. 
 * **Input format** - Microsoft Audio Stack supports down sampling for sample rates that are integral multiples of 16 kHz. A minimum sampling rate of 16 kHz is required. Additionally, the following formats are supported: 32-bit IEEE little endian float, 32-bit little endian signed int, 24-bit little endian signed int, 16-bit little endian signed int, and 8-bit signed int.
 
-## Next steps
-[Use the Speech SDK for audio processing](audio-processing-speech-sdk.md)
+## Related content
+
+- [Use the Speech SDK for audio processing](audio-processing-speech-sdk.md)

articles/ai-services/speech-service/audio-processing-speech-sdk.md

@@ -6,7 +6,7 @@ author: hasyashah
 manager: nitinme
 ms.service: azure-ai-speech
 ms.topic: how-to
-ms.date: 1/18/2024
+ms.date: 8/20/2024
 ms.author: hasshah
 ms.devlang: cpp
 ms.custom: devx-track-csharp
@@ -290,5 +290,6 @@ Microsoft Audio Stack requires the reference channel (also known as loopback cha
 | C#         | Windows, Linux | [C# docs](/dotnet/api/microsoft.cognitiveservices.speech) |
 | Java       | Windows, Linux | [Java docs](/java/api/com.microsoft.cognitiveservices.speech) |
 
-## Next steps
-[Setup development environment](quickstarts/setup-platform.md)
+## Related content
+
+- [Set up development environment](quickstarts/setup-platform.md)

articles/ai-services/speech-service/index-speech-to-text.yml

@@ -9,7 +9,7 @@ metadata:
   manager: nitinme
   ms.service: azure-ai-speech
   ms.topic: landing-page
-  ms.date: 1/21/2024
+  ms.date: 8/20/2024
   ms.author: eur
 
 landingContent:

articles/ai-services/speech-service/index-text-to-speech.yml

@@ -9,7 +9,7 @@ metadata:
   manager: nitinme
   ms.service: azure-ai-speech
   ms.topic: landing-page
-  ms.date: 1/21/2024
+  ms.date: 8/20/2024
   ms.author: eur
 
 landingContent:

articles/ai-services/speech-service/index.yml

@@ -12,7 +12,7 @@ metadata:
   manager: nitinme
   ms.service: azure-ai-speech
   ms.topic: hub-page
-  ms.date: 2/16/2024
+  ms.date: 8/20/2024
   ms.author: eur
 
 highlightedContent:
@@ -35,9 +35,6 @@ conceptualContent:
   items:
     - title: Speech to text
       links:
-        - itemType: overview
-          text: About speech to text
-          url: speech-to-text.md
         - itemType: quickstart
           text: Get started with speech to text
           url: get-started-speech-to-text.md
@@ -52,9 +49,6 @@ conceptualContent:
         url: index-speech-to-text.yml
     - title: Text to speech
       links:
-        - itemType: overview
-          text: About text to speech
-          url: text-to-speech.md
         - itemType: quickstart
           text: Get started with text to speech
           url: get-started-text-to-speech.md
@@ -76,7 +70,7 @@ conceptualContent:
           text: Captioning with speech to text
           url: captioning-concepts.md
         - itemType: how-to-guide
-          text: Call Center Overview
+          text: Call center overview
           url: call-center-overview.md
         - itemType: overview
           text: Pronunciation assessment
@@ -91,9 +85,6 @@ conceptualContent:
           url: spx-overview.md    
     - title: Speaker Recognition
       links:
-        - itemType: overview
-          text: About Speaker Recognition
-          url: speaker-recognition-overview.md
         - itemType: quickstart
           text: Get started with Speaker Recognition          
           url: ./get-started-speaker-recognition.md
@@ -115,21 +106,7 @@ conceptualContent:
           url: whisper-overview.md
         - itemType: overview
           text: What are OpenAI text to speech voices?     
-          url: openai-voices.md          
-    - title: Intent recognition
-      links:
-        - itemType: quickstart
-          text: Recognize speech, intents, and entities
-          url: intent-recognition.md
-        - itemType: how-to-guide
-          text: Recognize speech intents with CLU
-          url: get-started-intent-recognition-clu.md
-        - itemType: how-to-guide
-          text: Recognize speech intents with simple pattern matching
-          url: how-to-use-simple-language-pattern-matching.md
-        - itemType: how-to-guide
-          text: Recognize speech intents with custom entity matching
-          url: how-to-use-custom-entity-pattern-matching.md
+          url: openai-voices.md
     - title: Hosting
       links:
         - itemType: how-to-guide