.NET: Add AgentWithHostedMCP sample (#2129 )

* add AgentWithHostedMCP sample * Update dotnet/samples/HostedAgents/AgentWithHostedMCP/README.md Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/samples/HostedAgents/AgentWithHostedMCP/AgentWithHostedMCP.csproj Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/samples/HostedAgents/AgentWithHostedMCP/AgentWithHostedMCP.csproj Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/samples/HostedAgents/AgentWithHostedMCP/AgentWithHostedMCP.csproj Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Use explicit type for mcpTool --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
.NET: Add hosting capabilities to hosted agents (#2124 )
2026-06-16 21:04:09 +08:00 · 2025-11-12 19:52:05 +00:00 · 2025-11-12 14:35:25 +00:00 · 2025-11-12 12:07:27 +00:00 · 2025-11-12 11:14:53 +00:00 · 2025-11-12 09:22:11 +00:00
30 changed files with 942 additions and 412 deletions
@@ -7,33 +7,33 @@
  </PropertyGroup>
  <PropertyGroup>
    <!-- Aspire -->
-    <AspireAppHostSdkVersion>9.5.2</AspireAppHostSdkVersion>
+    <AspireAppHostSdkVersion>13.0.0</AspireAppHostSdkVersion>
  </PropertyGroup>
  <ItemGroup>
    <!-- Aspire.* -->
-    <PackageVersion Include="Aspire.Azure.AI.OpenAI" Version="9.5.1-preview.1.25502.11" />
+    <PackageVersion Include="Aspire.Azure.AI.OpenAI" Version="13.0.0-preview.1.25560.3" />
    <PackageVersion Include="Aspire.Hosting.AppHost" Version="$(AspireAppHostSdkVersion)" />
    <PackageVersion Include="Aspire.Hosting.Azure.CognitiveServices" Version="$(AspireAppHostSdkVersion)" />
    <PackageVersion Include="Aspire.Microsoft.Azure.Cosmos" Version="$(AspireAppHostSdkVersion)" />
-    <PackageVersion Include="CommunityToolkit.Aspire.OllamaSharp" Version="9.9.0" />
+    <PackageVersion Include="CommunityToolkit.Aspire.OllamaSharp" Version="13.0.0-beta.435" />
    <!-- Azure.* -->
    <PackageVersion Include="Azure.AI.Agents.Persistent" Version="1.2.0-beta.7" />
    <PackageVersion Include="Azure.AI.OpenAI" Version="2.5.0-beta.1" />
    <PackageVersion Include="Azure.Identity" Version="1.17.0" />
    <PackageVersion Include="Azure.Monitor.OpenTelemetry.Exporter" Version="1.4.0" />
    <!-- System.* -->
-    <PackageVersion Include="Microsoft.Bcl.AsyncInterfaces" Version="9.0.10" />
+    <PackageVersion Include="Microsoft.Bcl.AsyncInterfaces" Version="10.0.0" />
    <PackageVersion Include="Microsoft.Bcl.HashCode" Version="6.0.0" />
-    <PackageVersion Include="System.ClientModel" Version="1.7.0" />
-    <PackageVersion Include="System.CodeDom" Version="9.0.10" />
-    <PackageVersion Include="System.Collections.Immutable" Version="9.0.10" />
+    <PackageVersion Include="System.ClientModel" Version="1.8.0" />
+    <PackageVersion Include="System.CodeDom" Version="10.0.0" />
+    <PackageVersion Include="System.Collections.Immutable" Version="10.0.0" />
    <PackageVersion Include="System.CommandLine" Version="2.0.0-rc.2.25502.107" />
-    <PackageVersion Include="System.Diagnostics.DiagnosticSource" Version="9.0.10" />
-    <PackageVersion Include="System.Linq.AsyncEnumerable" Version="10.0.0-rc.2.25502.107" />
-    <PackageVersion Include="System.Net.Http.Json" Version="9.0.10" />
-    <PackageVersion Include="System.Net.ServerSentEvents" Version="9.0.10" />
-    <PackageVersion Include="System.Text.Json" Version="9.0.10" />
-    <PackageVersion Include="System.Threading.Channels" Version="9.0.10" />
+    <PackageVersion Include="System.Diagnostics.DiagnosticSource" Version="10.0.0" />
+    <PackageVersion Include="System.Linq.AsyncEnumerable" Version="10.0.0" />
+    <PackageVersion Include="System.Net.Http.Json" Version="10.0.0" />
+    <PackageVersion Include="System.Net.ServerSentEvents" Version="10.0.0" />
+    <PackageVersion Include="System.Text.Json" Version="10.0.0" />
+    <PackageVersion Include="System.Threading.Channels" Version="10.0.0" />
    <PackageVersion Include="System.Threading.Tasks.Extensions" Version="4.6.3" />
    <!-- OpenTelemetry -->
    <PackageVersion Include="OpenTelemetry" Version="1.13.1" />
@@ -46,27 +46,27 @@
    <PackageVersion Include="OpenTelemetry.Instrumentation.Http" Version="1.13.0" />
    <PackageVersion Include="OpenTelemetry.Instrumentation.Runtime" Version="1.13.0" />
    <!-- Microsoft.AspNetCore.* -->
-    <PackageVersion Include="Microsoft.AspNetCore.OpenApi" Version="9.0.10" />
-    <PackageVersion Include="Swashbuckle.AspNetCore.SwaggerUI" Version="9.0.4" />
+    <PackageVersion Include="Microsoft.AspNetCore.OpenApi" Version="9.0.11" />
+    <PackageVersion Include="Swashbuckle.AspNetCore.SwaggerUI" Version="10.0.0" />
    <!-- Microsoft.Extensions.* -->
-    <PackageVersion Include="Microsoft.Extensions.AI" Version="9.10.2" />
-    <PackageVersion Include="Microsoft.Extensions.AI.Abstractions" Version="9.10.2" />
-    <PackageVersion Include="Microsoft.Extensions.AI.AzureAIInference" Version="9.10.0-preview.1.25513.3" />
-    <PackageVersion Include="Microsoft.Extensions.AI.OpenAI" Version="9.10.2-preview.1.25552.1" />
-    <PackageVersion Include="Microsoft.Extensions.Caching.Memory" Version="9.0.10" />
-    <PackageVersion Include="Microsoft.Extensions.Configuration" Version="9.0.10" />
-    <PackageVersion Include="Microsoft.Extensions.Configuration.Binder" Version="9.0.10" />
-    <PackageVersion Include="Microsoft.Extensions.Configuration.EnvironmentVariables" Version="9.0.10" />
-    <PackageVersion Include="Microsoft.Extensions.Configuration.Json" Version="9.0.10" />
-    <PackageVersion Include="Microsoft.Extensions.Configuration.UserSecrets" Version="9.0.10" />
-    <PackageVersion Include="Microsoft.Extensions.DependencyInjection" Version="9.0.10" />
-    <PackageVersion Include="Microsoft.Extensions.DependencyInjection.Abstractions" Version="9.0.10" />
-    <PackageVersion Include="Microsoft.Extensions.Hosting" Version="9.0.10" />
-    <PackageVersion Include="Microsoft.Extensions.Http.Resilience" Version="9.10.0" />
-    <PackageVersion Include="Microsoft.Extensions.Logging" Version="9.0.10" />
-    <PackageVersion Include="Microsoft.Extensions.Logging.Abstractions" Version="9.0.10" />
-    <PackageVersion Include="Microsoft.Extensions.Logging.Console" Version="9.0.10" />
-    <PackageVersion Include="Microsoft.Extensions.ServiceDiscovery" Version="$(AspireAppHostSdkVersion)" />
+    <PackageVersion Include="Microsoft.Extensions.AI" Version="10.0.0" />
+    <PackageVersion Include="Microsoft.Extensions.AI.Abstractions" Version="10.0.0" />
+    <PackageVersion Include="Microsoft.Extensions.AI.AzureAIInference" Version="10.0.0-preview.1.25559.3" />
+    <PackageVersion Include="Microsoft.Extensions.AI.OpenAI" Version="10.0.0-preview.1.25559.3" />
+    <PackageVersion Include="Microsoft.Extensions.Caching.Memory" Version="10.0.0" />
+    <PackageVersion Include="Microsoft.Extensions.Configuration" Version="10.0.0" />
+    <PackageVersion Include="Microsoft.Extensions.Configuration.Binder" Version="10.0.0" />
+    <PackageVersion Include="Microsoft.Extensions.Configuration.EnvironmentVariables" Version="10.0.0" />
+    <PackageVersion Include="Microsoft.Extensions.Configuration.Json" Version="10.0.0" />
+    <PackageVersion Include="Microsoft.Extensions.Configuration.UserSecrets" Version="10.0.0" />
+    <PackageVersion Include="Microsoft.Extensions.DependencyInjection" Version="10.0.0" />
+    <PackageVersion Include="Microsoft.Extensions.DependencyInjection.Abstractions" Version="10.0.0" />
+    <PackageVersion Include="Microsoft.Extensions.Hosting" Version="10.0.0" />
+    <PackageVersion Include="Microsoft.Extensions.Http.Resilience" Version="10.0.0" />
+    <PackageVersion Include="Microsoft.Extensions.Logging" Version="10.0.0" />
+    <PackageVersion Include="Microsoft.Extensions.Logging.Abstractions" Version="10.0.0" />
+    <PackageVersion Include="Microsoft.Extensions.Logging.Console" Version="10.0.0" />
+    <PackageVersion Include="Microsoft.Extensions.ServiceDiscovery" Version="10.0.0" />
    <PackageVersion Include="Microsoft.Extensions.VectorData.Abstractions" Version="9.7.0" />
    <!-- Vector Stores -->
    <PackageVersion Include="Microsoft.SemanticKernel.Connectors.InMemory" Version="1.67.0-preview" />
@@ -101,7 +101,7 @@
    <PackageVersion Include="System.Linq.Async" Version="6.0.3" />
    <!-- Test -->
    <PackageVersion Include="FluentAssertions" Version="8.8.0" />
-    <PackageVersion Include="Microsoft.AspNetCore.TestHost" Version="9.0.10" />
+    <PackageVersion Include="Microsoft.AspNetCore.TestHost" Version="9.0.11" />
    <PackageVersion Include="Microsoft.NET.Test.Sdk" Version="18.0.0" />
    <PackageVersion Include="Moq" Version="[4.18.4]" />
    <PackageVersion Include="Microsoft.SemanticKernel.Agents.Abstractions" Version="1.67.0" />
@@ -115,7 +115,7 @@
    <PackageVersion Include="Microsoft.SourceLink.GitHub" Version="8.0.0" />
    <!-- Toolset -->
    <PackageVersion Include="Microsoft.CodeAnalysis.CSharp" Version="4.14.0" />
-    <PackageVersion Include="Microsoft.CodeAnalysis.NetAnalyzers" Version="9.0.0" />
+    <PackageVersion Include="Microsoft.CodeAnalysis.NetAnalyzers" Version="10.0.100" />
    <PackageReference Include="Microsoft.CodeAnalysis.NetAnalyzers">
      <PrivateAssets>all</PrivateAssets>
      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
@@ -63,6 +63,7 @@
    <Project Path="samples/GettingStarted/Agents/Agent_Step15_Plugins/Agent_Step15_Plugins.csproj" />
    <Project Path="samples/GettingStarted/Agents/Agent_Step16_ChatReduction/Agent_Step16_ChatReduction.csproj" />
    <Project Path="samples/GettingStarted/Agents/Agent_Step17_BackgroundResponses/Agent_Step17_BackgroundResponses.csproj" />
+    <Project Path="samples/GettingStarted/Agents/Agent_Step18_DeepResearch/Agent_Step18_DeepResearch.csproj" />
  </Folder>
  <Folder Name="/Samples/GettingStarted/DevUI/">
    <File Path="samples/GettingStarted/DevUI/README.md" />
@@ -161,7 +162,7 @@
  <Folder Name="/Samples/HostedAgents/">
    <Project Path="samples/HostedAgents/AgentsInWorkflows/AgentsInWorkflows.csproj" />
    <Project Path="samples/HostedAgents/AgentWithTextSearchRag/AgentWithTextSearchRag.csproj" />
-    <Project Path="samples/HostedAgents/DeepResearchAgent/DeepResearchAgent.csproj" />
+    <Project Path="samples/HostedAgents/AgentWithHostedMCP/AgentWithHostedMCP.csproj" />
  </Folder>
  <Folder Name="/Solution Items/">
    <File Path=".editorconfig" />
@@ -14,7 +14,7 @@
  </ItemGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.AzureAI.Persistent\Microsoft.Agents.AI.AzureAI.Persistent.csproj" />
+    <ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.AzureAI.Persistent\Microsoft.Agents.AI.AzureAI.Persistent.csproj" />
  </ItemGroup>

 </Project>
@@ -44,6 +44,7 @@ Before you begin, ensure you have the following prerequisites:
 |[Using plugins with an agent](./Agent_Step15_Plugins/)|This sample demonstrates how to use plugins with an agent|
 |[Reducing chat history size](./Agent_Step16_ChatReduction/)|This sample demonstrates how to reduce the chat history to constrain its size, where chat history is maintained locally|
 |[Background responses](./Agent_Step17_BackgroundResponses/)|This sample demonstrates how to use background responses for long-running operations with polling and resumption support|
+|[Deep research with an agent](./Agent_Step18_DeepResearch/)|This sample demonstrates how to use the Deep Research Tool to perform comprehensive research on complex topics|

 ## Running the samples from the console

@@ -0,0 +1,69 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <OutputType>Exe</OutputType>
+    <TargetFramework>net9.0</TargetFramework>
+
+    <Nullable>enable</Nullable>
+    <ImplicitUsings>enable</ImplicitUsings>
+
+    <!-- 
+        Disable central package management for this project.
+        This project requires explicit package references with versions specified inline rather than 
+        inheriting them from Directory.Packages.props. This is necessary because a Docker image will 
+        be created from this project, and the Docker build process only has access to this folder 
+        and cannot access parent folders where Directory.Packages.props resides.
+    -->
+    <ManagePackageVersionsCentrally>false</ManagePackageVersionsCentrally>
+  </PropertyGroup>
+
+  <!-- 
+    Remove analyzer PackageReference items inherited from Directory.Packages.props.
+    Note: ManagePackageVersionsCentrally only controls PackageVersion items, not PackageReference items.
+    Directory.Packages.props contains both PackageVersion and PackageReference entries for analyzers,
+    and the PackageReference items are always inherited through MSBuild imports regardless of the 
+    ManagePackageVersionsCentrally setting. We must explicitly remove them before adding our own versions.
+  -->
+  <ItemGroup>
+    <PackageReference Remove="Microsoft.CodeAnalysis.NetAnalyzers" />
+    <PackageReference Remove="Microsoft.VisualStudio.Threading.Analyzers" />
+    <PackageReference Remove="xunit.analyzers" />
+    <PackageReference Remove="Moq.Analyzers" />
+    <PackageReference Remove="Roslynator.Analyzers" />
+    <PackageReference Remove="Roslynator.CodeAnalysis.Analyzers" />
+    <PackageReference Remove="Roslynator.Formatting.Analyzers" />
+  </ItemGroup>
+
+  <ItemGroup>
+    <PackageReference Include="Azure.AI.AgentServer.AgentFramework" Version="1.0.0-beta.4" />
+    <PackageReference Include="Azure.AI.OpenAI" Version="2.5.0-beta.1" />
+    <PackageReference Include="Azure.Identity" Version="1.17.0" />
+    <PackageReference Include="Microsoft.Agents.AI.OpenAI" Version="1.0.0-preview.251110.2" />
+    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="9.10.2-preview.1.25552.1" />
+  </ItemGroup>
+
+  <!-- Add analyzers with compatible versions -->
+  <ItemGroup>
+    <PackageReference Include="Microsoft.CodeAnalysis.NetAnalyzers" Version="9.0.0">
+      <PrivateAssets>all</PrivateAssets>
+    <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+    </PackageReference>
+    <PackageReference Include="Microsoft.VisualStudio.Threading.Analyzers" Version="17.14.15">
+      <PrivateAssets>all</PrivateAssets>
+      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+    </PackageReference>
+    <PackageReference Include="Roslynator.Analyzers" Version="4.12.9">
+      <PrivateAssets>all</PrivateAssets>
+      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+    </PackageReference>
+    <PackageReference Include="Roslynator.CodeAnalysis.Analyzers" Version="4.12.9">
+      <PrivateAssets>all</PrivateAssets>
+      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+    </PackageReference>
+    <PackageReference Include="Roslynator.Formatting.Analyzers" Version="4.12.9">
+      <PrivateAssets>all</PrivateAssets>
+      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+    </PackageReference>
+  </ItemGroup>
+
+</Project>
@@ -0,0 +1,20 @@
+# Build the application
+FROM mcr.microsoft.com/dotnet/sdk:9.0-alpine AS build
+WORKDIR /src
+
+# Copy files from the current directory on the host to the working directory in the container
+COPY . .
+
+RUN dotnet restore
+RUN dotnet build -c Release --no-restore
+RUN dotnet publish -c Release --no-build -o /app
+
+# Run the application
+FROM mcr.microsoft.com/dotnet/aspnet:9.0-alpine AS final
+WORKDIR /app
+
+# Copy everything needed to run the app from the "build" stage.
+COPY --from=build /app .
+
+EXPOSE 8088
+ENTRYPOINT ["dotnet", "AgentWithHostedMCP.dll"]
@@ -0,0 +1,34 @@
+// Copyright (c) Microsoft. All rights reserved.
+
+// This sample shows how to create and use a simple AI agent with OpenAI Responses as the backend, that uses a Hosted MCP Tool.
+// In this case the OpenAI responses service will invoke any MCP tools as required. MCP tools are not invoked by the Agent Framework.
+// The sample demonstrates how to use MCP tools with auto approval by setting ApprovalMode to NeverRequire.
+
+using Azure.AI.AgentServer.AgentFramework.Extensions;
+using Azure.AI.OpenAI;
+using Azure.Identity;
+using Microsoft.Agents.AI;
+using Microsoft.Extensions.AI;
+using OpenAI;
+
+var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
+var deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-4o-mini";
+
+// Create an MCP tool that can be called without approval.
+AITool mcpTool = new HostedMcpServerTool(serverName: "microsoft_learn", serverAddress: "https://learn.microsoft.com/api/mcp")
+{
+    AllowedTools = ["microsoft_docs_search"],
+    ApprovalMode = HostedMcpServerToolApprovalMode.NeverRequire
+};
+
+// Create an agent with the MCP tool using Azure OpenAI Responses.
+AIAgent agent = new AzureOpenAIClient(
+    new Uri(endpoint),
+    new AzureCliCredential())
+    .GetOpenAIResponseClient(deploymentName)
+    .CreateAIAgent(
+        instructions: "You answer questions by searching the Microsoft Learn content only.",
+        name: "MicrosoftLearnAgent",
+        tools: [mcpTool]);
+
+await agent.RunAIAgentAsync();
@@ -0,0 +1,43 @@
+# What this sample demonstrates
+
+This sample demonstrates how to use a Hosted Model Context Protocol (MCP) server with an AI agent.
+The agent connects to the Microsoft Learn MCP server to search documentation and answer questions using official Microsoft content.
+
+Key features:
+- Configuring MCP tools with automatic approval (no user confirmation required)
+- Filtering available tools from an MCP server
+- Using Azure OpenAI Responses with MCP tools
+
+## Prerequisites
+
+Before running this sample, ensure you have:
+
+1. An Azure OpenAI endpoint configured
+2. A deployment of a chat model (e.g., gpt-4o-mini)
+3. Azure CLI installed and authenticated
+
+**Note**: This sample uses Azure CLI credentials for authentication. Make sure you're logged in with `az login` and have access to the Azure OpenAI resource.
+
+## Environment Variables
+
+Set the following environment variables:
+
+```powershell
+# Replace with your Azure OpenAI endpoint
+$env:AZURE_OPENAI_ENDPOINT="https://your-openai-resource.openai.azure.com/"
+
+# Optional, defaults to gpt-4o-mini
+$env:AZURE_OPENAI_DEPLOYMENT_NAME="gpt-4o-mini"
+```
+
+## How It Works
+
+The sample connects to the Microsoft Learn MCP server and uses its documentation search capabilities:
+
+1. The agent is configured with a HostedMcpServerTool pointing to `https://learn.microsoft.com/api/mcp`
+2. Only the `microsoft_docs_search` tool is enabled from the available MCP tools
+3. Approval mode is set to `NeverRequire`, allowing automatic tool execution
+4. When you ask questions, Azure OpenAI Responses automatically invokes the MCP tool to search documentation
+5. The agent returns answers based on the Microsoft Learn content
+
+In this configuration, the OpenAI Responses service manages tool invocation directly - the Agent Framework does not handle MCP tool calls.
@@ -0,0 +1,29 @@
+name: AgentWithHostedMCP
+displayName: "Microsoft Learn Response Agent with MCP"
+description: >
+  An AI agent that uses Azure OpenAI Responses with a Hosted Model Context Protocol (MCP) server.
+  The agent answers questions by searching Microsoft Learn documentation using MCP tools.
+  This demonstrates how MCP tools can be integrated with Azure OpenAI Responses where the service
+  itself handles tool invocation.
+metadata:
+  authors:
+    - Microsoft Agent Framework Team
+  tags:
+    - Microsoft Agent Framework
+    - Model Context Protocol
+    - MCP
+template:
+  kind: hosted
+  name: AgentWithHostedMCP
+  protocols:
+    - protocol: responses
+      version: v1
+  environment_variables:
+    - name: AZURE_OPENAI_ENDPOINT
+      value: ${AZURE_OPENAI_ENDPOINT}
+    - name: AZURE_OPENAI_DEPLOYMENT_NAME
+      value: gpt-4o-mini
+resources:
+  - name: "gpt-4o-mini"
+    kind: model
+    id: gpt-4o-mini
@@ -0,0 +1,30 @@
+@host = http://localhost:8088
+@endpoint = {{host}}/responses
+
+### Health Check
+GET {{host}}/readiness
+
+### Simple string input - Ask about MCP Tools
+POST {{endpoint}}
+Content-Type: application/json
+{
+    "input": "Please summarize the Azure AI Agent documentation related to MCP Tool calling?"
+}
+
+### Explicit input - Ask about Agent Framework
+POST {{endpoint}}
+Content-Type: application/json
+{
+    "input": [
+        {
+            "type": "message",
+            "role": "user",
+            "content": [
+                {
+                    "type": "input_text",
+                    "text": "What is the Microsoft Agent Framework?"
+                }
+            ]
+        }
+    ]
+}
@@ -6,16 +6,64 @@

    <Nullable>enable</Nullable>
    <ImplicitUsings>enable</ImplicitUsings>
+
+    <!-- 
+      Disable central package management for this project.
+      This project requires explicit package references with versions specified inline rather than 
+      inheriting them from Directory.Packages.props. This is necessary because a Docker image will 
+      be created from this project, and the Docker build process only has access to this folder 
+      and cannot access parent folders where Directory.Packages.props resides.
+    -->
+    <ManagePackageVersionsCentrally>false</ManagePackageVersionsCentrally>
  </PropertyGroup>

+  <!-- 
+    Remove analyzer PackageReference items inherited from Directory.Packages.props.
+    Note: ManagePackageVersionsCentrally only controls PackageVersion items, not PackageReference items.
+    Directory.Packages.props contains both PackageVersion and PackageReference entries for analyzers,
+    and the PackageReference items are always inherited through MSBuild imports regardless of the 
+    ManagePackageVersionsCentrally setting. We must explicitly remove them before adding our own versions.
+  -->
  <ItemGroup>
-    <PackageReference Include="Azure.AI.OpenAI" />
-    <PackageReference Include="Azure.Identity" />
-    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" />
+    <PackageReference Remove="Microsoft.CodeAnalysis.NetAnalyzers" />
+    <PackageReference Remove="Microsoft.VisualStudio.Threading.Analyzers" />
+    <PackageReference Remove="xunit.analyzers" />
+    <PackageReference Remove="Moq.Analyzers" />
+    <PackageReference Remove="Roslynator.Analyzers" />
+    <PackageReference Remove="Roslynator.CodeAnalysis.Analyzers" />
+    <PackageReference Remove="Roslynator.Formatting.Analyzers" />
  </ItemGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
+    <PackageReference Include="Azure.AI.AgentServer.AgentFramework" Version="1.0.0-beta.4" />
+    <PackageReference Include="Azure.AI.OpenAI" Version="2.5.0-beta.1" />
+    <PackageReference Include="Azure.Identity" Version="1.17.0" />
+    <PackageReference Include="Microsoft.Agents.AI.OpenAI" Version="1.0.0-preview.251110.2" />
+    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="9.10.2-preview.1.25552.1" />
+  </ItemGroup>
+
+  <!-- Add analyzers with compatible versions -->
+  <ItemGroup>
+    <PackageReference Include="Microsoft.CodeAnalysis.NetAnalyzers" Version="9.0.0">
+      <PrivateAssets>all</PrivateAssets>
+      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+    </PackageReference>
+    <PackageReference Include="Microsoft.VisualStudio.Threading.Analyzers" Version="17.14.15">
+      <PrivateAssets>all</PrivateAssets>
+      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+    </PackageReference>
+    <PackageReference Include="Roslynator.Analyzers" Version="4.12.9">
+      <PrivateAssets>all</PrivateAssets>
+      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+    </PackageReference>
+    <PackageReference Include="Roslynator.CodeAnalysis.Analyzers" Version="4.12.9">
+      <PrivateAssets>all</PrivateAssets>
+      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+    </PackageReference>
+    <PackageReference Include="Roslynator.Formatting.Analyzers" Version="4.12.9">
+      <PrivateAssets>all</PrivateAssets>
+      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+    </PackageReference>
  </ItemGroup>

 </Project>
@@ -0,0 +1,20 @@
+# Build the application
+FROM mcr.microsoft.com/dotnet/sdk:9.0-alpine AS build
+WORKDIR /src
+
+# Copy files from the current directory on the host to the working directory in the container
+COPY . .
+
+RUN dotnet restore
+RUN dotnet build -c Release --no-restore
+RUN dotnet publish -c Release --no-build -o /app
+
+# Run the application
+FROM mcr.microsoft.com/dotnet/aspnet:9.0-alpine AS final
+WORKDIR /app
+
+# Copy everything needed to run the app from the "build" stage.
+COPY --from=build /app .
+
+EXPOSE 8088
+ENTRYPOINT ["dotnet", "AgentWithTextSearchRag.dll"]
@@ -4,6 +4,7 @@
 // capabilities to an AI agent. The provider runs a search against an external knowledge base
 // before each model invocation and injects the results into the model context.

+using Azure.AI.AgentServer.AgentFramework.Extensions;
 using Azure.AI.OpenAI;
 using Azure.Identity;
 using Microsoft.Agents.AI;
@@ -23,7 +24,7 @@ TextSearchProviderOptions textSearchOptions = new()

 AIAgent agent = new AzureOpenAIClient(
    new Uri(endpoint),
-    new AzureCliCredential())
+    new DefaultAzureCredential())
    .GetChatClient(deploymentName)
    .CreateAIAgent(new ChatClientAgentOptions
    {
@@ -31,16 +32,7 @@ AIAgent agent = new AzureOpenAIClient(
        AIContextProviderFactory = ctx => new TextSearchProvider(MockSearchAsync, ctx.SerializedState, ctx.JsonSerializerOptions, textSearchOptions)
    });

-AgentThread thread = agent.GetNewThread();
-
-Console.WriteLine(">> Asking about returns\n");
-Console.WriteLine(await agent.RunAsync("Hi! I need help understanding the return policy.", thread));
-
-Console.WriteLine("\n>> Asking about shipping\n");
-Console.WriteLine(await agent.RunAsync("How long does standard shipping usually take?", thread));
-
-Console.WriteLine("\n>> Asking about product care\n");
-Console.WriteLine(await agent.RunAsync("What is the best way to maintain the TrailRunner tent fabric?", thread));
+await agent.RunAIAgentAsync();

 static Task<IEnumerable<TextSearchProvider.TextSearchResult>> MockSearchAsync(string query, CancellationToken cancellationToken)
 {
@@ -0,0 +1,30 @@
+name: AgentWithTextSearchRag
+displayName: "Text Search RAG Agent"
+description: >
+  An AI agent that uses TextSearchProvider for retrieval augmented generation (RAG) capabilities.
+  The agent runs searches against an external knowledge base before each model invocation and
+  injects the results into the model context. It can answer questions about Contoso Outdoors
+  policies and products, including return policies, refunds, shipping options, and product care
+  instructions such as tent maintenance.
+metadata:
+  authors:
+    - Microsoft Agent Framework Team
+  tags:
+    - Microsoft Agent Framework
+    - Retrieval-Augmented Generation
+    - RAG
+template:
+  kind: hosted
+  name: AgentWithTextSearchRag
+  protocols:
+    - protocol: responses
+      version: v1
+  environment_variables:
+    - name: AZURE_OPENAI_ENDPOINT
+      value: ${AZURE_OPENAI_ENDPOINT}
+    - name: AZURE_OPENAI_DEPLOYMENT_NAME
+      value: gpt-4o-mini
+resources:
+  - name: "gpt-4o-mini"
+    kind: model
+    id: gpt-4o-mini
@@ -0,0 +1,30 @@
+@host = http://localhost:8088
+@endpoint = {{host}}/responses
+
+### Health Check
+GET {{host}}/readiness
+
+### Simple string input
+POST {{endpoint}}
+Content-Type: application/json
+{
+    "input": "Hi! I need help understanding the return policy."
+}
+
+### Explicit input
+POST {{endpoint}}
+Content-Type: application/json
+{
+    "input": [
+        {
+            "type": "message",
+            "role": "user",
+            "content": [
+                {
+                    "type": "input_text",
+                    "text": "How long does standard shipping usually take?"
+                }
+            ]
+        }
+    ]
+}
@@ -6,18 +6,64 @@

    <Nullable>enable</Nullable>
    <ImplicitUsings>enable</ImplicitUsings>
+
+    <!-- 
+      Disable central package management for this project.
+      This project requires explicit package references with versions specified inline rather than 
+      inheriting them from Directory.Packages.props. This is necessary because a Docker image will 
+      be created from this project, and the Docker build process only has access to this folder 
+      and cannot access parent folders where Directory.Packages.props resides.
+    -->
+    <ManagePackageVersionsCentrally>false</ManagePackageVersionsCentrally>
  </PropertyGroup>

+  <!-- 
+    Remove analyzer PackageReference items inherited from Directory.Packages.props.
+    Note: ManagePackageVersionsCentrally only controls PackageVersion items, not PackageReference items.
+    Directory.Packages.props contains both PackageVersion and PackageReference entries for analyzers,
+    and the PackageReference items are always inherited through MSBuild imports regardless of the 
+    ManagePackageVersionsCentrally setting. We must explicitly remove them before adding our own versions.
+  -->
  <ItemGroup>
-    <PackageReference Include="Azure.AI.OpenAI" />
-    <PackageReference Include="Azure.Identity" />
-    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" />
+    <PackageReference Remove="Microsoft.CodeAnalysis.NetAnalyzers" />
+    <PackageReference Remove="Microsoft.VisualStudio.Threading.Analyzers" />
+    <PackageReference Remove="xunit.analyzers" />
+    <PackageReference Remove="Moq.Analyzers" />
+    <PackageReference Remove="Roslynator.Analyzers" />
+    <PackageReference Remove="Roslynator.CodeAnalysis.Analyzers" />
+    <PackageReference Remove="Roslynator.Formatting.Analyzers" />
  </ItemGroup>

  <ItemGroup>
-    <ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Workflows\Microsoft.Agents.AI.Workflows.csproj" />
-    <ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.AzureAI.Persistent\Microsoft.Agents.AI.AzureAI.Persistent.csproj" />
-    <ProjectReference Include="..\..\..\src\Microsoft.Agents.AI\Microsoft.Agents.AI.csproj" />
+    <PackageReference Include="Azure.AI.AgentServer.AgentFramework" Version="1.0.0-beta.4" />
+    <PackageReference Include="Azure.AI.OpenAI" Version="2.5.0-beta.1" />
+    <PackageReference Include="Azure.Identity" Version="1.17.0" />
+    <PackageReference Include="Microsoft.Agents.AI.Workflows" Version="1.0.0-preview.251110.2" />
+    <PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="9.10.2-preview.1.25552.1" />
+  </ItemGroup>
+
+  <!-- Add analyzers with compatible versions -->
+  <ItemGroup>
+    <PackageReference Include="Microsoft.CodeAnalysis.NetAnalyzers" Version="9.0.0">
+      <PrivateAssets>all</PrivateAssets>
+      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+    </PackageReference>
+    <PackageReference Include="Microsoft.VisualStudio.Threading.Analyzers" Version="17.14.15">
+      <PrivateAssets>all</PrivateAssets>
+      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+    </PackageReference>
+    <PackageReference Include="Roslynator.Analyzers" Version="4.12.9">
+      <PrivateAssets>all</PrivateAssets>
+      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+    </PackageReference>
+    <PackageReference Include="Roslynator.CodeAnalysis.Analyzers" Version="4.12.9">
+      <PrivateAssets>all</PrivateAssets>
+      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+    </PackageReference>
+    <PackageReference Include="Roslynator.Formatting.Analyzers" Version="4.12.9">
+      <PrivateAssets>all</PrivateAssets>
+      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+    </PackageReference>
  </ItemGroup>

 </Project>
@@ -0,0 +1,20 @@
+# Build the application
+FROM mcr.microsoft.com/dotnet/sdk:9.0-alpine AS build
+WORKDIR /src
+
+# Copy files from the current directory on the host to the working directory in the container
+COPY . .
+
+RUN dotnet restore
+RUN dotnet build -c Release --no-restore
+RUN dotnet publish -c Release --no-build -o /app
+
+# Run the application
+FROM mcr.microsoft.com/dotnet/aspnet:9.0-alpine AS final
+WORKDIR /app
+
+# Copy everything needed to run the app from the "build" stage.
+COPY --from=build /app .
+
+EXPOSE 8088
+ENTRYPOINT ["dotnet", "AgentsInWorkflows.dll"]
@@ -4,6 +4,7 @@
 // Three translation agents are connected sequentially to create a translation chain:
 // English → French → Spanish → English, showing how agents can be composed as workflow executors.

+using Azure.AI.AgentServer.AgentFramework.Extensions;
 using Azure.AI.OpenAI;
 using Azure.Identity;
 using Microsoft.Agents.AI;
@@ -14,7 +15,7 @@ using Microsoft.Extensions.AI;
 var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
 var deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-4o-mini";

-IChatClient chatClient = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential())
+IChatClient chatClient = new AzureOpenAIClient(new Uri(endpoint), new DefaultAzureCredential())
    .GetChatClient(deploymentName)
    .AsIChatClient();

@@ -23,26 +24,14 @@ AIAgent frenchAgent = GetTranslationAgent("French", chatClient);
 AIAgent spanishAgent = GetTranslationAgent("Spanish", chatClient);
 AIAgent englishAgent = GetTranslationAgent("English", chatClient);

-// Build the workflow by adding executors and connecting them
-Workflow workflow = new WorkflowBuilder(frenchAgent)
+// Build the workflow and turn it into an agent
+AIAgent agent = new WorkflowBuilder(frenchAgent)
    .AddEdge(frenchAgent, spanishAgent)
    .AddEdge(spanishAgent, englishAgent)
-.Build();
+    .Build()
+    .AsAgent();

-// Execute the workflow
-await using StreamingRun run = await InProcessExecution.StreamAsync(workflow, new ChatMessage(ChatRole.User, "Hello World!"));
-
-// Must send the turn token to trigger the agents.
-// The agents are wrapped as executors. When they receive messages,
-// they will cache the messages and only start processing when they receive a TurnToken.
-await run.TrySendMessageAsync(new TurnToken(emitEvents: true));
-await foreach (WorkflowEvent evt in run.WatchStreamAsync())
-{
-    if (evt is AgentRunUpdateEvent executorComplete)
-    {
-        Console.WriteLine($"{executorComplete.ExecutorId}: {executorComplete.Data}");
-    }
-}
+await agent.RunAIAgentAsync();

 static ChatClientAgent GetTranslationAgent(string targetLanguage, IChatClient chatClient) =>
    new(chatClient, $"You are a translation assistant that translates the provided text to {targetLanguage}.");
@@ -0,0 +1,27 @@
+name: AgentsInWorkflows
+displayName: "Translation Chain Workflow Agent"
+description: >
+  A workflow agent that performs sequential translation through multiple languages.
+  The agent translates text from English to French, then to Spanish, and finally back
+  to English, leveraging AI-powered translation capabilities in a pipeline workflow.
+metadata:
+  authors:
+    - Microsoft Agent Framework Team
+  tags:
+    - Microsoft Agent Framework
+    - Workflows
+template:
+  kind: hosted
+  name: AgentsInWorkflows
+  protocols:
+    - protocol: responses
+      version: v1
+  environment_variables:
+    - name: AZURE_OPENAI_ENDPOINT
+      value: ${AZURE_OPENAI_ENDPOINT}
+    - name: AZURE_OPENAI_DEPLOYMENT_NAME
+      value: gpt-4o-mini
+resources:
+  - name: "gpt-4o-mini"
+    kind: model
+    id: gpt-4o-mini
@@ -0,0 +1,30 @@
+@host = http://localhost:8088
+@endpoint = {{host}}/responses
+
+### Health Check
+GET {{host}}/readiness
+
+### Simple string input
+POST {{endpoint}}
+Content-Type: application/json
+{
+    "input": "Hello, how are you today?"
+}
+
+### Explicit input
+POST {{endpoint}}
+Content-Type: application/json
+{
+    "input": [
+        {
+            "type": "message",
+            "role": "user",
+            "content": [
+                {
+                    "type": "input_text",
+                    "text": "Hello, how are you today?"
+                }
+            ]
+        }
+    ]
+}
@@ -160,5 +160,5 @@ internal sealed record CustomToolFormat
    /// Additional format properties (schema definition).
    /// </summary>
    [JsonExtensionData]
-    public Dictionary<string, object?>? AdditionalProperties { get; init; }
+    public Dictionary<string, object?>? AdditionalProperties { get; set; }
 }
@@ -330,11 +330,19 @@ class AnthropicClient(BaseChatClient):
                    if content.has_top_level_media_type("image"):
                        a_content.append({
                            "type": "image",
-                            "source": {"data": content.uri, "media_type": content.media_type},
+                            "source": {
+                                "data": content.get_data_bytes_as_str(),
+                                "media_type": content.media_type,
+                                "type": "base64",
+                            },
                        })
+                    else:
+                        logger.debug(f"Ignoring unsupported data content media type: {content.media_type} for now")
                case "uri":
                    if content.has_top_level_media_type("image"):
                        a_content.append({"type": "image", "source": {"type": "url", "url": content.uri}})
+                    else:
+                        logger.debug(f"Ignoring unsupported data content media type: {content.media_type} for now")
                case "function_call":
                    a_content.append({
                        "type": "tool_use",
@@ -1,5 +1,6 @@
 # Copyright (c) Microsoft. All rights reserved.
 import os
+from pathlib import Path
 from typing import Annotated
 from unittest.mock import MagicMock, patch

@@ -9,6 +10,7 @@ from agent_framework import (
    ChatMessage,
    ChatOptions,
    ChatResponseUpdate,
+    DataContent,
    FinishReason,
    FunctionCallContent,
    FunctionResultContent,
@@ -775,3 +777,31 @@ async def test_anthropic_client_integration_ordering() -> None:

    assert response is not None
    assert response.messages[0].text is not None
+
+
+@pytest.mark.flaky
+@skip_if_anthropic_integration_tests_disabled
+async def test_anthropic_client_integration_images() -> None:
+    """Integration test with images."""
+    client = AnthropicClient()
+
+    # get a image from the assets folder
+    image_path = Path(__file__).parent / "assets" / "sample_image.jpg"
+    with open(image_path, "rb") as img_file:  # noqa [ASYNC230]
+        image_bytes = img_file.read()
+
+    messages = [
+        ChatMessage(
+            role=Role.USER,
+            contents=[
+                TextContent(text="Describe this image"),
+                DataContent(media_type="image/jpeg", data=image_bytes),
+            ],
+        ),
+    ]
+
+    response = await client.get_response(messages=messages)
+
+    assert response is not None
+    assert response.messages[0].text is not None
+    assert "house" in response.messages[0].text.lower()
@@ -897,6 +897,9 @@ class TextReasoningContent(BaseContent):
        return self


+TDataContent = TypeVar("TDataContent", bound="DataContent")
+
+
 class DataContent(BaseContent):
    """Represents binary data content with an associated media type (also known as a MIME type).

@@ -1079,8 +1082,8 @@ class DataContent(BaseContent):
        except Exception:
            return "png"  # Fallback if decoding fails

-    @classmethod
-    def create_data_uri_from_base64(cls, image_base64: str) -> tuple[str, str]:
+    @staticmethod
+    def create_data_uri_from_base64(image_base64: str) -> tuple[str, str]:
        """Create a data URI and media type from base64 image data.

        Args:
@@ -1089,11 +1092,31 @@ class DataContent(BaseContent):
        Returns:
            Tuple of (data_uri, media_type)
        """
-        format_type = cls.detect_image_format_from_base64(image_base64)
+        format_type = DataContent.detect_image_format_from_base64(image_base64)
        uri = f"data:image/{format_type};base64,{image_base64}"
        media_type = f"image/{format_type}"
        return uri, media_type

+    def get_data_bytes_as_str(self) -> str:
+        """Extracts and returns the base64-encoded data from the data URI.
+
+        Returns:
+            The binary data as str.
+        """
+        match = URI_PATTERN.match(self.uri)
+        if not match:
+            raise ValueError(f"Invalid data URI format: {self.uri}")
+        return match.group("base64_data")
+
+    def get_data_bytes(self) -> bytes:
+        """Extracts and returns the binary data from the data URI.
+
+        Returns:
+            The binary data as bytes.
+        """
+        base64_data = self.get_data_bytes_as_str()
+        return base64.b64decode(base64_data)
+

 class UriContent(BaseContent):
    """Represents a URI content.
@@ -56,7 +56,7 @@ math = [

 [dependency-groups]
 dev = [
-    "uv>=0.8.2,<0.9.0",
+    "uv",
    "pre-commit >= 3.7",
    "ruff>=0.11.8",
    "pytest>=8.4.1",
@@ -39,7 +39,7 @@ dependencies = [

 [dependency-groups]
 dev = [
-    "uv>=0.8.2,<0.10.0",
+    "uv>=0.9,<1.0.0",
    "flit>=3.12.0",
    "pre-commit >= 3.7",
    "ruff>=0.11.8",
Author	SHA1	Message	Date
SergeyMenshykh GitHub Copilot	406a8560c6	.NET: Add AgentWithHostedMCP sample (#2129 ) * add AgentWithHostedMCP sample * Update dotnet/samples/HostedAgents/AgentWithHostedMCP/README.md Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/samples/HostedAgents/AgentWithHostedMCP/AgentWithHostedMCP.csproj Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/samples/HostedAgents/AgentWithHostedMCP/AgentWithHostedMCP.csproj Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/samples/HostedAgents/AgentWithHostedMCP/AgentWithHostedMCP.csproj Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Use explicit type for mcpTool --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>	2025-11-12 19:52:05 +00:00
SergeyMenshykh GitHub Copilot westey	c1830c20c9	.NET: Add hosting capabilities to hosted agents (#2124 ) * move catalog samples to the HostedAgents folder * move the catalog samples' projects to the HostedAgents folder * host agents, add dockerfile, add http for testing, and use explicit nuget packages * add agents` manifests * Update dotnet/samples/HostedAgents/AgentWithTextSearchRag/Dockerfile Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/samples/HostedAgents/AgentsInWorkflows/Dockerfile Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update dotnet/samples/HostedAgents/AgentWithTextSearchRag/agent.yaml Co-authored-by: westey <164392973+westey-m@users.noreply.github.com> * Update dotnet/samples/HostedAgents/AgentsInWorkflows/agent.yaml Co-authored-by: westey <164392973+westey-m@users.noreply.github.com> * remove BOMs, decrease identation and remove unecessary `parameters` node. * remove unnecessary analyzers and align the packages' versions * remove end-of-line breaks in agents' descriptions, eliminated unnecessary double quotes around versions, and changed the descriptions to be more agent-centric rather than sample-centric * use DefaultAzureCredential --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>	2025-11-12 14:35:25 +00:00
Eduard van ValkenburgandGitHub	ef60f38084	Python: fixed image handling in anthropic and added convenience method on datacontent (#2083 ) * fixed image handling in anthropic and added convenience method on datacontent * remove wheel path * updated docstrings * fixed image handling in anthropic and added convenience method on datacontent * remove wheel path * updated lock	2025-11-12 12:07:27 +00:00
Stephen ToubandGitHub	c8bb3d1835	Update .NET packages to 10.0.0 (#2092 )	2025-11-12 11:14:53 +00:00
SergeyMenshykhandGitHub	caf3c4b92d	.NET: Move deep research sample (#2094 ) * move catalog samples to the HostedAgents folder * move the catalog samples' projects to the HostedAgents folder * move deep research sample out of the HostedAgents folder	2025-11-12 09:22:11 +00:00