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<Project Sdk="Microsoft.NET.Sdk">
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<PropertyGroup>
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<OutputType>Exe</OutputType>
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<TargetFrameworks>net10.0</TargetFrameworks>
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<Nullable>enable</Nullable>
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<ImplicitUsings>enable</ImplicitUsings>
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</PropertyGroup>
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<ItemGroup>
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<PackageReference Include="Azure.AI.Projects" />
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<PackageReference Include="Azure.Identity" />
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<PackageReference Include="Azure.Monitor.OpenTelemetry.Exporter" />
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<PackageReference Include="OpenTelemetry" />
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<PackageReference Include="OpenTelemetry.Exporter.Console" />
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</ItemGroup>
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<ItemGroup>
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<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.AzureAI\Microsoft.Agents.AI.AzureAI.csproj" />
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</ItemGroup>
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</Project>
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// Copyright (c) Microsoft. All rights reserved.
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// This sample shows how to create and use a simple AI agent with Azure Foundry Agents as the backend that logs telemetry using OpenTelemetry.
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using Azure.AI.Projects;
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using Azure.Identity;
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using Azure.Monitor.OpenTelemetry.Exporter;
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using Microsoft.Agents.AI;
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using OpenTelemetry;
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using OpenTelemetry.Trace;
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string endpoint = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_FOUNDRY_PROJECT_ENDPOINT is not set.");
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string deploymentName = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_DEPLOYMENT_NAME") ?? "gpt-4o-mini";
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string? applicationInsightsConnectionString = Environment.GetEnvironmentVariable("APPLICATIONINSIGHTS_CONNECTION_STRING");
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const string JokerInstructions = "You are good at telling jokes.";
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const string JokerName = "JokerAgent";
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// Create TracerProvider with console exporter
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// This will output the telemetry data to the console.
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string sourceName = Guid.NewGuid().ToString("N");
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TracerProviderBuilder tracerProviderBuilder = Sdk.CreateTracerProviderBuilder()
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.AddSource(sourceName)
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.AddConsoleExporter();
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if (!string.IsNullOrWhiteSpace(applicationInsightsConnectionString))
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{
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tracerProviderBuilder.AddAzureMonitorTraceExporter(options => options.ConnectionString = applicationInsightsConnectionString);
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}
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using var tracerProvider = tracerProviderBuilder.Build();
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// Get a client to create/retrieve/delete server side agents with Azure Foundry Agents.
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AIProjectClient aiProjectClient = new(new Uri(endpoint), new AzureCliCredential());
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// Define the agent you want to create. (Prompt Agent in this case)
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AIAgent agent = (await aiProjectClient.CreateAIAgentAsync(name: JokerName, model: deploymentName, instructions: JokerInstructions))
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.AsBuilder()
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.UseOpenTelemetry(sourceName: sourceName)
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.Build();
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// Invoke the agent and output the text result.
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AgentThread thread = await agent.GetNewThreadAsync();
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Console.WriteLine(await agent.RunAsync("Tell me a joke about a pirate.", thread));
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// Invoke the agent with streaming support.
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thread = await agent.GetNewThreadAsync();
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await foreach (AgentResponseUpdate update in agent.RunStreamingAsync("Tell me a joke about a pirate.", thread))
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{
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Console.WriteLine(update);
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}
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// Cleanup by agent name removes the agent version created.
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await aiProjectClient.Agents.DeleteAgentAsync(agent.Name);
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# Observability with OpenTelemetry
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This sample demonstrates how to add observability to AI agents using OpenTelemetry for tracing and monitoring.
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## What this sample demonstrates
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- Setting up OpenTelemetry TracerProvider
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- Configuring console exporter for telemetry output
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- Configuring Azure Monitor exporter for Application Insights
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- Adding OpenTelemetry middleware to agents
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- Running agents with telemetry collection (text and streaming)
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- Managing agent lifecycle (creation and deletion)
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## Prerequisites
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Before you begin, ensure you have the following prerequisites:
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- .NET 10 SDK or later
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- Azure Foundry service endpoint and deployment configured
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- Azure CLI installed and authenticated (for Azure credential authentication)
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- (Optional) Application Insights connection string for Azure Monitor integration
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**Note**: This demo uses Azure CLI credentials for authentication. Make sure you're logged in with `az login` and have access to the Azure Foundry resource. For more information, see the [Azure CLI documentation](https://learn.microsoft.com/cli/azure/authenticate-azure-cli-interactively).
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Set the following environment variables:
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```powershell
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$env:AZURE_FOUNDRY_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project" # Replace with your Azure Foundry resource endpoint
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$env:AZURE_FOUNDRY_PROJECT_DEPLOYMENT_NAME="gpt-4o-mini" # Optional, defaults to gpt-4o-mini
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$env:APPLICATIONINSIGHTS_CONNECTION_STRING="your-connection-string" # Optional, for Azure Monitor integration
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```
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## Run the sample
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Navigate to the FoundryAgents sample directory and run:
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```powershell
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cd dotnet/samples/GettingStarted/FoundryAgents
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dotnet run --project .\FoundryAgents_Step07_Observability
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```
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## Expected behavior
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The sample will:
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1. Create a TracerProvider with console exporter (and optionally Azure Monitor exporter)
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2. Create an agent named "JokerAgent" with OpenTelemetry middleware
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3. Run the agent with a text prompt and display telemetry traces to console
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4. Run the agent again with streaming and display telemetry traces
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5. Clean up resources by deleting the agent
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