Merge main into live

.github/policies/close-issues.yml

@@ -3,7 +3,7 @@
 resource: repository
 where:
 configuration:
     resourceManagementConfiguration:
         scheduledSearches:
           - frequencies:
             - daily:
@@ -43,3 +43,5 @@
                   label: code-of-conduct
             then:
               - closeIssue
+              - removeLabel:
+                  label: ':watch: Not Triaged'

.github/workflows/check-for-build-warnings.yml

@@ -1,6 +1,6 @@
 name: 'OPS status checker'
 
-on: 
+on:
   pull_request_target:
     types: [opened, synchronize, reopened]
 
@@ -20,8 +20,6 @@ jobs:
       with:
         egress-policy: audit
 
-    - uses: dotnet/docs-tools/actions/status-checker@main
+    - uses: dotnet/docs-tools/actions/status-checker@e761d65daef04078de70423f735850919b4c8610 # main
       with:
         repo_token: ${{ secrets.GITHUB_TOKEN }}
-        docs_path: "docs"
-        url_base_path: "dotnet"

.github/workflows/generate-preview-links.yml

@@ -0,0 +1,27 @@
+name: 'Preview link generator'
+
+on:
+  pull_request_target:
+    types: [opened, synchronize, reopened]
+
+permissions:
+  contents: read
+
+jobs:
+  preview_link_generator_job:
+    name: Generate preview link table
+    runs-on: ubuntu-latest
+    permissions:
+      statuses: read
+      pull-requests: write
+    steps:
+    - name: Harden Runner
+      uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+      with:
+        egress-policy: audit
+
+    - uses: dotnet/docs-tools/actions/preview-link-generator@e761d65daef04078de70423f735850919b4c8610 # main
+      with:
+        repo_token: ${{ secrets.GITHUB_TOKEN }}
+        docs_path: "docs"
+        url_base_path: "dotnet"

.github/workflows/snippets5000.yml

@@ -41,7 +41,7 @@ jobs:
     # Get the latest preview SDK (or sdk not installed by the runner)
     - name: Setup .NET
       if: ${{ env.DOTNET_DO_INSTALL == 'true' }}
-      uses: actions/setup-dotnet@26b0ec14cb23fa6904739307f278c14f94c95bf1 #@5.4.0
+      uses: actions/setup-dotnet@a98b56852c35b8e3190ac28c8c2271da59106c68 #@6.0.0
       with:
         dotnet-version: ${{ env.DOTNET_VERSION }}
         dotnet-quality: ${{ env.DOTNET_QUALITY }}

docs/ai/evaluation/snippets/evaluate-safety/EvaluateResponseSafety.csproj

@@ -11,15 +11,15 @@
   <ItemGroup>
     <PackageReference Include="Azure.AI.OpenAI" Version="2.1.0" />
     <PackageReference Include="Azure.Identity" Version="1.21.0" />
-    <PackageReference Include="Microsoft.Extensions.AI.Abstractions" Version="10.7.0" />
-    <PackageReference Include="Microsoft.Extensions.AI.Evaluation" Version="10.7.0" />
-    <PackageReference Include="Microsoft.Extensions.AI.Evaluation.Reporting" Version="10.7.0" />
+    <PackageReference Include="Microsoft.Extensions.AI.Abstractions" Version="10.8.0" />
+    <PackageReference Include="Microsoft.Extensions.AI.Evaluation" Version="10.8.0" />
+    <PackageReference Include="Microsoft.Extensions.AI.Evaluation.Reporting" Version="10.8.0" />
     <PackageReference Include="Microsoft.Extensions.AI.Evaluation.Safety" Version="10.3.0-preview.1.26109.11" />
-    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="10.7.0" />
-    <PackageReference Include="Microsoft.Extensions.Configuration" Version="10.0.9" />
-    <PackageReference Include="Microsoft.Extensions.Configuration.UserSecrets" Version="10.0.9" />
-    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="18.7.0" />
-    <PackageReference Include="MSTest" Version="4.2.3" />
+    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="10.8.0" />
+    <PackageReference Include="Microsoft.Extensions.Configuration" Version="10.0.10" />
+    <PackageReference Include="Microsoft.Extensions.Configuration.UserSecrets" Version="10.0.10" />
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="18.8.1" />
+    <PackageReference Include="MSTest" Version="4.3.2" />
   </ItemGroup>
 
   <ItemGroup>

docs/ai/evaluation/snippets/evaluate-with-reporting/TestAIWithReporting.csproj

@@ -11,15 +11,15 @@
   <ItemGroup>
     <PackageReference Include="Azure.AI.OpenAI" Version="2.1.0" />
     <PackageReference Include="Azure.Identity" Version="1.21.0" />
-    <PackageReference Include="Microsoft.Extensions.AI.Abstractions" Version="10.7.0" />
-    <PackageReference Include="Microsoft.Extensions.AI.Evaluation" Version="10.7.0" />
-    <PackageReference Include="Microsoft.Extensions.AI.Evaluation.Quality" Version="10.7.0" />
-    <PackageReference Include="Microsoft.Extensions.AI.Evaluation.Reporting" Version="10.7.0" />
-    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="10.7.0" />
-    <PackageReference Include="microsoft.extensions.configuration" Version="10.0.9" />
-    <PackageReference Include="Microsoft.Extensions.Configuration.UserSecrets" Version="10.0.9" />
-    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="18.7.0" />
-    <PackageReference Include="MSTest" Version="4.2.3" />
+    <PackageReference Include="Microsoft.Extensions.AI.Abstractions" Version="10.8.0" />
+    <PackageReference Include="Microsoft.Extensions.AI.Evaluation" Version="10.8.0" />
+    <PackageReference Include="Microsoft.Extensions.AI.Evaluation.Quality" Version="10.8.0" />
+    <PackageReference Include="Microsoft.Extensions.AI.Evaluation.Reporting" Version="10.8.0" />
+    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="10.8.0" />
+    <PackageReference Include="microsoft.extensions.configuration" Version="10.0.10" />
+    <PackageReference Include="Microsoft.Extensions.Configuration.UserSecrets" Version="10.0.10" />
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="18.8.1" />
+    <PackageReference Include="MSTest" Version="4.3.2" />
   </ItemGroup>
 
   <ItemGroup>

docs/ai/how-to/snippets/access-data/Project.csproj

@@ -11,10 +11,10 @@
   <ItemGroup>
     <PackageReference Include="Azure.Identity" Version="1.21.0" />
     <PackageReference Include="Azure.AI.OpenAI" Version="2.1.0" />
-    <PackageReference Include="Microsoft.Extensions.AI" Version="10.7.0" />
-    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="10.7.0" />
-    <PackageReference Include="Microsoft.Extensions.Configuration" Version="10.0.9" />
-    <PackageReference Include="Microsoft.Extensions.Configuration.UserSecrets" Version="10.0.9" />
+    <PackageReference Include="Microsoft.Extensions.AI" Version="10.8.0" />
+    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="10.8.0" />
+    <PackageReference Include="Microsoft.Extensions.Configuration" Version="10.0.10" />
+    <PackageReference Include="Microsoft.Extensions.Configuration.UserSecrets" Version="10.0.10" />
 
   </ItemGroup>
 

docs/ai/how-to/snippets/hosted-app-auth/hosted-app-auth.csproj

@@ -10,9 +10,9 @@
   <ItemGroup>
     <PackageReference Include="Azure.AI.OpenAI" Version="2.1.0" />
     <PackageReference Include="Azure.Identity" Version="1.21.0" />
-    <PackageReference Include="Microsoft.AspNetCore.OpenApi" Version="9.0.17" />
-    <PackageReference Include="Microsoft.Extensions.AI" Version="10.7.0" />
-    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="10.7.0" />
+    <PackageReference Include="Microsoft.AspNetCore.OpenApi" Version="9.0.18" />
+    <PackageReference Include="Microsoft.Extensions.AI" Version="10.8.0" />
+    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="10.8.0" />
     <PackageReference Include="Microsoft.Extensions.Azure" Version="1.14.0" />
   </ItemGroup>
 

docs/ai/quickstarts/snippets/assistants/AIAssistants.csproj

@@ -10,7 +10,7 @@
   <ItemGroup>
     <PackageReference Include="Azure.AI.OpenAI" Version="2.1.0" />
     <PackageReference Include="Azure.Identity" Version="1.21.0" />
-    <PackageReference Include="OpenAI" Version="2.11.0" />
+    <PackageReference Include="OpenAI" Version="2.12.0" />
   </ItemGroup>
 
 </Project>

docs/ai/quickstarts/snippets/mcp-client/MinimalMCPClient.csproj

@@ -10,9 +10,9 @@
   <ItemGroup>
     <PackageReference Include="Azure.AI.OpenAI" Version="2.2.0-beta.5" />
     <PackageReference Include="Azure.Identity" Version="1.21.0" />
-    <PackageReference Include="Microsoft.Extensions.AI" Version="10.7.0" />
-    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="10.7.0" />
-    <PackageReference Include="ModelContextProtocol" Version="1.4.0" />
+    <PackageReference Include="Microsoft.Extensions.AI" Version="10.8.0" />
+    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="10.8.0" />
+    <PackageReference Include="ModelContextProtocol" Version="1.4.1" />
   </ItemGroup>
 
 </Project>

docs/ai/quickstarts/snippets/mcp-server/SampleMcpServer.csproj

@@ -33,8 +33,8 @@
   </ItemGroup>
 
   <ItemGroup>
-    <PackageReference Include="Microsoft.Extensions.Hosting" Version="10.0.9" />
-    <PackageReference Include="ModelContextProtocol" Version="1.4.0" />
+    <PackageReference Include="Microsoft.Extensions.Hosting" Version="10.0.10" />
+    <PackageReference Include="ModelContextProtocol" Version="1.4.1" />
   </ItemGroup>
 
 </Project>

docs/ai/quickstarts/snippets/process-data/ProcessData.csproj

@@ -10,12 +10,12 @@
 
   <ItemGroup>
     <PackageReference Include="Azure.AI.OpenAI" Version="2.8.0-beta.1" />
-    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="10.7.0" />
-    <PackageReference Include="Microsoft.Extensions.Configuration" Version="10.0.9" />
-    <PackageReference Include="Microsoft.Extensions.Configuration.UserSecrets" Version="10.0.9" />
+    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="10.8.0" />
+    <PackageReference Include="Microsoft.Extensions.Configuration" Version="10.0.10" />
+    <PackageReference Include="Microsoft.Extensions.Configuration.UserSecrets" Version="10.0.10" />
     <PackageReference Include="Microsoft.Extensions.DataIngestion" Version="10.1.1-preview.1.25612.2" />
     <PackageReference Include="Microsoft.Extensions.DataIngestion.Markdig" Version="10.1.1-preview.1.25612.2" />
-    <PackageReference Include="Microsoft.Extensions.Logging.Console" Version="10.0.9" />
+    <PackageReference Include="Microsoft.Extensions.Logging.Console" Version="10.0.10" />
     <PackageReference Include="Microsoft.ML.Tokenizers.Data.O200kBase" Version="2.0.0" />
     <PackageReference Include="Microsoft.SemanticKernel.Connectors.SqliteVec" Version="1.68.0-preview" />
   </ItemGroup>

docs/ai/snippets/microsoft-extensions-ai/AI.Shared/AI.Shared.csproj

@@ -7,8 +7,8 @@
   </PropertyGroup>
 
   <ItemGroup>
-    <PackageReference Include="Microsoft.Extensions.AI" Version="10.7.0" />
-    <PackageReference Include="System.Threading.RateLimiting" Version="10.0.9" />
+    <PackageReference Include="Microsoft.Extensions.AI" Version="10.8.0" />
+    <PackageReference Include="System.Threading.RateLimiting" Version="10.0.10" />
   </ItemGroup>
 
 </Project>

docs/ai/snippets/microsoft-extensions-ai/ConsoleAI.DependencyInjection/ConsoleAI.DependencyInjection.csproj

@@ -8,9 +8,9 @@
   </PropertyGroup>
 
   <ItemGroup>
-    <PackageReference Include="OllamaSharp" Version="5.4.25" />
-    <PackageReference Include="Microsoft.Extensions.Hosting" Version="10.0.9" />
-    <PackageReference Include="Microsoft.Extensions.Caching.Memory" Version="10.0.9" />
+    <PackageReference Include="OllamaSharp" Version="5.4.27" />
+    <PackageReference Include="Microsoft.Extensions.Hosting" Version="10.0.10" />
+    <PackageReference Include="Microsoft.Extensions.Caching.Memory" Version="10.0.10" />
     <ProjectReference Include="..\AI.Shared\AI.Shared.csproj" />
   </ItemGroup>
 

docs/ai/snippets/microsoft-extensions-ai/ConsoleAI.StatelessStateful/ConsoleAI.StatelessStateful.csproj

@@ -8,11 +8,11 @@
   </PropertyGroup>
 
   <ItemGroup>
-    <PackageReference Include="Microsoft.Extensions.AI.Abstractions" Version="10.7.0" />
+    <PackageReference Include="Microsoft.Extensions.AI.Abstractions" Version="10.8.0" />
   </ItemGroup>
 
   <ItemGroup>
-    <PackageReference Include="OllamaSharp" Version="5.4.25" />
+    <PackageReference Include="OllamaSharp" Version="5.4.27" />
   </ItemGroup>
 
   <ItemGroup>

docs/ai/vector-stores/define-your-data-model.md

@@ -127,7 +127,7 @@ Use the <xref:Microsoft.Extensions.VectorData.VectorStoreVectorAttribute> attrib
 It's also possible to use <xref:Microsoft.Extensions.VectorData.VectorStoreVectorAttribute> on properties that don't have a vector type, for example, a property of type `string`. When a property is decorated in this way, you need to provide an <xref:Microsoft.Extensions.AI.IEmbeddingGenerator> instance to the vector store. When upserting the record, the text that's in the `string` property is automatically converted and stored as a vector in the database. (It's not possible to retrieve a vector using this mechanism.)
 
 ```csharp
-[VectorStoreVector(Dimensions: 4, DistanceFunction = DistanceFunction.CosineSimilarity, IndexKind = IndexKind.Hnsw)]
+[VectorStoreVector(dimensions: 4, DistanceFunction = DistanceFunction.CosineSimilarity, IndexKind = IndexKind.Hnsw)]
 public string DescriptionEmbedding { get; set; }
 ```
 
@@ -138,7 +138,7 @@ The following table shows the parameters for `VectorStoreVectorAttribute`.
 
 | Parameter                                                                          | Required | Description |
 |------------------------------------------------------------------------------------|:--------:|-------------|
-| <xref:Microsoft.Extensions.VectorData.VectorStoreVectorAttribute.Dimensions>       | Yes      | The number of dimensions that the vector has. This is required when creating a vector index for a collection. |
+| `dimensions`                                                                       | Yes      | The number of dimensions that the vector has. This is required when creating a vector index for a collection. Pass as a constructor argument: `[VectorStoreVector(dimensions: 1536)]`. |
 | <xref:Microsoft.Extensions.VectorData.VectorStoreVectorAttribute.IndexKind>        | No       | The type of index to index the vector with. Default varies by vector store type. |
 | <xref:Microsoft.Extensions.VectorData.VectorStoreVectorAttribute.DistanceFunction> | No       | The type of function to use when doing vector comparison during vector search over this vector. Default varies by vector store type. |
 | <xref:Microsoft.Extensions.VectorData.VectorStoreVectorAttribute.StorageName>      | No       | Can be used to supply an alternative name for the property in the database. This parameter is not supported by all providers, for example, where alternatives like `JsonPropertyNameAttribute` is supported. |
@@ -174,7 +174,7 @@ Vector databases are all about storing *embeddings* - or numerical representatio
 You can define your vector property as `float[]` or `ReadOnlyMemory<float>`, representing the embedding directly, and generate embeddings yourself before each operation:
 
 ```csharp
-[VectorStoreVector(Dimensions: 1536)]
+[VectorStoreVector(dimensions: 1536)]
 public ReadOnlyMemory<float>? DescriptionEmbedding { get; set; }
 ```
 
@@ -196,7 +196,7 @@ The recommended approach is to configure an <xref:Microsoft.Extensions.AI.IEmbed
 First, define the vector property as `string`:
 
 ```csharp
-[VectorStoreVector(Dimensions: 1536)]
+[VectorStoreVector(dimensions: 1536)]
 public string DescriptionEmbedding { get; set; }
 ```
 

docs/ai/vector-stores/how-to/build-vector-search-app.md

@@ -65,7 +65,7 @@ Complete the following steps to create a .NET console app that can:
     dotnet add package Azure.Identity
     dotnet add package Azure.AI.OpenAI
     dotnet add package Microsoft.Extensions.AI.OpenAI
-    dotnet add package Microsoft.SemanticKernel.Connectors.InMemory --prerelease
+    dotnet add package CommunityToolkit.VectorData.InMemory
     dotnet add package Microsoft.Extensions.Configuration
     dotnet add package Microsoft.Extensions.Configuration.UserSecrets
     dotnet add package System.Linq.AsyncEnumerable
@@ -75,7 +75,7 @@ Complete the following steps to create a .NET console app that can:
 
     - [`Azure.Identity`](https://www.nuget.org/packages/Azure.Identity) provides [`Microsoft Entra ID`](/entra/fundamentals/whatis) token authentication support across the Azure SDK using classes such as `DefaultAzureCredential`.
     - [`Azure.AI.OpenAI`](https://www.nuget.org/packages/Azure.AI.OpenAI) is the official package for using OpenAI's .NET library with the Azure OpenAI Service.
-    - [`Microsoft.SemanticKernel.Connectors.InMemory`](https://www.nuget.org/packages/Microsoft.SemanticKernel.Connectors.InMemory) provides an in-memory vector store class to hold queryable vector data records. It also brings in [`Microsoft.Extensions.VectorData.Abstractions`](https://www.nuget.org/packages/Microsoft.Extensions.VectorData.Abstractions), which enables CRUD and search operations on vector stores.
+    - [`CommunityToolkit.VectorData.InMemory`](https://www.nuget.org/packages/CommunityToolkit.VectorData.InMemory) provides an in-memory vector store class to hold queryable vector data records. It also brings in [`Microsoft.Extensions.VectorData.Abstractions`](https://www.nuget.org/packages/Microsoft.Extensions.VectorData.Abstractions), which enables CRUD and search operations on vector stores.
     - [Microsoft.Extensions.Configuration](https://www.nuget.org/packages/Microsoft.Extensions.Configuration) provides an implementation of key-value pair—based configuration.
     - [`Microsoft.Extensions.Configuration.UserSecrets`](https://www.nuget.org/packages/Microsoft.Extensions.Configuration.UserSecrets) is a user secrets configuration provider implementation for `Microsoft.Extensions.Configuration`.
 
@@ -85,7 +85,7 @@ Complete the following steps to create a .NET console app that can:
 
     ```bash
     dotnet package add Microsoft.Extensions.AI.OpenAI --prerelease
-    dotnet package add Microsoft.SemanticKernel.Connectors.InMemory --prerelease
+    dotnet package add CommunityToolkit.VectorData.InMemory
     dotnet package add Microsoft.Extensions.Configuration
     dotnet package add Microsoft.Extensions.Configuration.UserSecrets
     dotnet package add System.Linq.AsyncEnumerable
@@ -94,7 +94,7 @@ Complete the following steps to create a .NET console app that can:
     The following list describes each package in the `VectorDataAI` app:
 
     - [`Microsoft.Extensions.AI.OpenAI`](https://www.nuget.org/packages/Microsoft.Extensions.AI.OpenAI) provides AI abstractions for OpenAI-compatible models or endpoints. This library also includes the official [`OpenAI`](https://www.nuget.org/packages/OpenAI) library for the OpenAI service API as a dependency.
-    - [`Microsoft.SemanticKernel.Connectors.InMemory`](https://www.nuget.org/packages/Microsoft.SemanticKernel.Connectors.InMemory) provides an in-memory vector store class to hold queryable vector data records. It also brings in [`Microsoft.Extensions.VectorData.Abstractions`](https://www.nuget.org/packages/Microsoft.Extensions.VectorData.Abstractions), which enables CRUD and search operations on vector stores.
+    - [`CommunityToolkit.VectorData.InMemory`](https://www.nuget.org/packages/CommunityToolkit.VectorData.InMemory) provides an in-memory vector store class to hold queryable vector data records. It also brings in [`Microsoft.Extensions.VectorData.Abstractions`](https://www.nuget.org/packages/Microsoft.Extensions.VectorData.Abstractions), which enables CRUD and search operations on vector stores.
     - [Microsoft.Extensions.Configuration](https://www.nuget.org/packages/Microsoft.Extensions.Configuration) provides an implementation of key-value pair—based configuration.
     - [`Microsoft.Extensions.Configuration.UserSecrets`](https://www.nuget.org/packages/Microsoft.Extensions.Configuration.UserSecrets) is a user secrets configuration provider implementation for `Microsoft.Extensions.Configuration`.
 

docs/ai/vector-stores/how-to/use-vector-stores.md

@@ -22,10 +22,10 @@ This article shows you how to use the key features of the library.
 Install a provider package for your vector database. The `Microsoft.Extensions.VectorData.Abstractions` package is brought in automatically as a transitive dependency. The following example uses the in-memory provider for development and testing:
 
 ```dotnetcli
-dotnet package add Microsoft.SemanticKernel.Connectors.InMemory --prerelease
+dotnet package add CommunityToolkit.VectorData.InMemory
 ```
 
-For production scenarios, replace `Microsoft.SemanticKernel.Connectors.InMemory` with the provider for your database. For available providers, see [Out-of-the-box Vector Store providers](/semantic-kernel/concepts/vector-store-connectors/out-of-the-box-connectors/). (Despite the inclusion of "SemanticKernel" in the provider package names, these providers have nothing to do with Semantic Kernel and are usable anywhere in .NET, including Agent Framework.)
+For production scenarios, replace `CommunityToolkit.VectorData.InMemory` with the provider for your database. For available providers, see [Out-of-the-box Vector Store providers](/semantic-kernel/concepts/vector-store-connectors/out-of-the-box-connectors/).
 
 ## Define a data model