Merge pull request #5244 from Albertyang0/2025_05-Monthly-broken-links-fix-ay-115

2025_05 - Fix monthly broken links

Author: prmerger-automator[bot]

articles/search/retrieval-augmented-generation-overview.md

@@ -265,9 +265,9 @@ Check out the following GitHub repositories for code, documentation, and video d
 
 + [Build your own copilot solution accelerator](https://github.com/microsoft/Build-your-own-copilot-Solution-Accelerator)
 
-  + [Client Advisor](https://github.com/microsoft/Build-your-own-copilot-Solution-Accelerator/blob/main/ClientAdvisor/README.md)
+  + [Client Advisor](https://github.com/microsoft/Build-your-own-copilot-Solution-Accelerator)
 
-  + [Research Assistant](https://github.com/microsoft/Build-your-own-copilot-Solution-Accelerator/blob/main/ResearchAssistant/README.md)
+  + [Research Assistant](https://github.com/microsoft/Build-your-own-copilot-Solution-Accelerator)
 
   + [Generic copilot](https://github.com/microsoft/Generic-Build-your-own-copilot-Solution-Accelerator)
 

articles/search/search-what-is-azure-search.md

@@ -119,9 +119,9 @@ Or, try solution accelerators:
 
   + [Generic copilot](https://github.com/microsoft/Generic-Build-your-own-copilot-Solution-Accelerator) helps you build your own copilot to identify relevant documents, summarize unstructured information, and generate Word document templates using your own data.
 
-  + [Client Advisor](https://github.com/microsoft/Build-your-own-copilot-Solution-Accelerator/blob/main/ClientAdvisor/README.md) all-in-one custom copilot empowers Client Advisor to harness the power of generative AI across both structured and unstructured data. Help our customers to optimize daily tasks and foster better interactions with more clients
+  + [Client Advisor](https://github.com/microsoft/Build-your-own-copilot-Solution-Accelerator) all-in-one custom copilot empowers Client Advisor to harness the power of generative AI across both structured and unstructured data. Help our customers to optimize daily tasks and foster better interactions with more clients
 
-  + [Research Assistant](https://github.com/microsoft/Build-your-own-copilot-Solution-Accelerator/blob/main/ResearchAssistant/README.md) helps build your own AI Assistant to identify relevant documents, summarize and categorize vast amounts of unstructured information, and accelerate the overall document review and content generation.
+  + [Research Assistant](https://github.com/microsoft/Build-your-own-copilot-Solution-Accelerator) helps build your own AI Assistant to identify relevant documents, summarize and categorize vast amounts of unstructured information, and accelerate the overall document review and content generation.
 
 > [!TIP]
 > For help with complex or custom solutions, [**contact a partner**](https://partner.microsoft.com/partnership/find-a-partner) with deep expertise in Azure AI Search technology.

articles/search/whats-new.md

@@ -95,7 +95,7 @@ Learn about the latest updates to Azure AI Search functionality, docs, and sampl
 | August | Feature | [vectorQueries.Weight property](vector-search-how-to-query.md#vector-weighting). Announcing general availability. Specify the relative weight of each vector query in a search operation. |
 | July | Accelerator | [Chat with your data](https://github.com/Azure-Samples/chat-with-your-data-solution-accelerator). A solution accelerator for the RAG pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to create conversational search experiences. The code with sample data is available for use case scenarios such as financial advisor and contract review and summarization. |
 | July | Accelerator | [Conversational Knowledge Mining](https://github.com/microsoft/Customer-Service-Conversational-Insights-with-Azure-OpenAI-Services). A solution accelerator built on top of Azure AI Search, Azure Speech and Azure OpenAI that allows customers to extract actionable insights from post-contact center conversations. |
-| July | Accelerator | [Build your own copilot](https://github.com/microsoft/Build-your-own-AI-Assistant-Solution-Accelerator). Create your own custom copilot solution that empowers [Client Advisor](https://github.com/microsoft/Build-your-own-copilot-Solution-Accelerator/blob/main/ClientAdvisor/README.md) to harness the power of generative AI across both structured and unstructured data. Help our customers to optimize daily tasks and foster better interactions with more clients. |
+| July | Accelerator | [Build your own copilot](https://github.com/microsoft/Build-your-own-AI-Assistant-Solution-Accelerator). Create your own custom copilot solution that empowers [Client Advisor](https://github.com/microsoft/Build-your-own-copilot-Solution-Accelerator) to harness the power of generative AI across both structured and unstructured data. Help our customers to optimize daily tasks and foster better interactions with more clients. |
 | June | Feature | [Image search in the Azure portal](search-get-started-portal-image-search.md). Search explorer now supports image search. In a vector index that contains vectorized image content, you can drop images into Search Explorer to query for a match. |
 | May | Service limits| [Higher capacity and more vector quota at every tier (same billing rate)](search-limits-quotas-capacity.md#service-limits). For most regions, partition sizes are now even larger for Standard 2 (S2), Standard 3 (S3), and Standard 3 High Density (S3 HD) for services created after April 3, 2024. To get the larger partitions, create a new service in a [region that provides newer infrastructure](search-region-support.md). <br><br>Storage Optimized tiers (L1 and L2) also have more capacity. L1 and L2 customers must create a new service to benefit from the higher capacity. There's no in-place upgrade at this time. <br><br>Extra capacity is now available in [more regions](search-limits-quotas-capacity.md#service-limits): Germany North​, Germany West Central​, South Africa North​, Switzerland West​, and Azure Government (Texas, Arizona, and Virginia). |
 | May | Feature | [OneLake integration (preview)](search-how-to-index-onelake-files.md). New indexer for OneLake files and OneLake shortcuts. If you use Microsoft Fabric and OneLake for data access to Amazon Web Services (AWS) and Google data sources, use this indexer to import external data into a search index. This indexer is available through the Azure portal, the [2024-05-01-preview REST API](/rest/api/searchservice/data-sources/create-or-update?view=rest-searchservice-2024-05-01-preview&preserve-view=true), and Azure SDK beta packages. |