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https://github.com/microsoft/agent-framework.git
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Shared state support using durable entity.
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<Project Sdk="Microsoft.NET.Sdk">
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<PropertyGroup>
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<TargetFrameworks>net10.0</TargetFrameworks>
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<AzureFunctionsVersion>v4</AzureFunctionsVersion>
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<OutputType>Exe</OutputType>
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<ImplicitUsings>enable</ImplicitUsings>
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<Nullable>enable</Nullable>
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<!-- The Functions build tools don't like namespaces that start with a number -->
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<AssemblyName>SingleAgent</AssemblyName>
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<RootNamespace>SingleAgent</RootNamespace>
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</PropertyGroup>
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<ItemGroup>
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<FrameworkReference Include="Microsoft.AspNetCore.App" />
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</ItemGroup>
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<!-- Azure Functions packages -->
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<ItemGroup>
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<PackageReference Include="Microsoft.Azure.Functions.Worker" />
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<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask" />
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<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask.AzureManaged" />
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<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Http" />
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<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Http.AspNetCore" />
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<PackageReference Include="Microsoft.Azure.Functions.Worker.Sdk" />
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</ItemGroup>
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<ItemGroup>
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<PackageReference Include="Azure.AI.OpenAI" />
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<PackageReference Include="Azure.Identity" />
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</ItemGroup>
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<!-- Local projects that should be switched to package references when using the sample outside of this MAF repo -->
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<!--
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<ItemGroup>
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<PackageReference Include="Microsoft.Agents.AI.Hosting.AzureFunctions" />
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<PackageReference Include="Microsoft.Agents.AI.OpenAI" />
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</ItemGroup>
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-->
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<ItemGroup>
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<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
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<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
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<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Workflows\Microsoft.Agents.AI.Workflows.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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using Microsoft.Azure.Functions.Worker;
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using Microsoft.Azure.Functions.Worker.Http;
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using Microsoft.DurableTask;
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using Microsoft.DurableTask.Client;
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using Microsoft.Extensions.Logging;
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namespace SingleAgent;
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public static class MyOrchFunction
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{
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[Function(nameof(MyOrchFunction))]
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public static async Task<List<string>> RunOrchestratorAsync(
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[OrchestrationTrigger] TaskOrchestrationContext context)
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{
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ILogger logger = context.CreateReplaySafeLogger(nameof(MyOrchFunction));
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logger.LogInformation("Saying hello.");
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var outputs = new List<string>();
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// Replace name and input with values relevant for your Durable Functions Activity
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outputs.Add(await context.CallActivityAsync<string>(nameof(SayHello), "Tokyo"));
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outputs.Add(await context.CallActivityAsync<string>(nameof(SayHello), "Seattle"));
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outputs.Add(await context.CallActivityAsync<string>(nameof(SayHello), "London"));
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// returns ["Hello Tokyo!", "Hello Seattle!", "Hello London!"]
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return outputs;
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}
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[Function(nameof(SayHello))]
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public static string SayHello([ActivityTrigger] string name,
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TaskActivityContext taskActivityContext,
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FunctionContext functionContext)
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{
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ILogger logger = functionContext.GetLogger("SayHello");
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if (logger.IsEnabled(LogLevel.Information))
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{
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var instanceId = (string)functionContext.BindingContext.BindingData["instanceId"]!;
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logger.LogInformation("Saying hello to {Name} for instanceId:{InstanceId}", name, instanceId);
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}
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return $"Hello {name}!";
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}
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[Function("MyOrchFunction_HttpStart")]
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public static async Task<HttpResponseData> HttpStartAsync(
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[HttpTrigger(AuthorizationLevel.Anonymous, "get", "post")] HttpRequestData req,
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[DurableClient] DurableTaskClient client,
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FunctionContext executionContext)
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{
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ILogger logger = executionContext.GetLogger("MyOrchFunction_HttpStart");
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// Function input comes from the request content.
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string instanceId = await client.ScheduleNewOrchestrationInstanceAsync(
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nameof(MyOrchFunction));
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if (logger.IsEnabled(LogLevel.Information))
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{
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logger.LogInformation("Started orchestration with ID = '{InstanceId}'.", instanceId);
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}
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// Returns an HTTP 202 response with an instance management payload.
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// See https://learn.microsoft.com/azure/azure-functions/durable/durable-functions-http-api#start-orchestration
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return await client.CreateCheckStatusResponseAsync(req, instanceId);
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}
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}
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// Copyright (c) Microsoft. All rights reserved.
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// This sample demonstrates how to use durable state management in Azure Functions workflows.
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// The OrderIdParserExecutor writes a value to shared state, and the EmailSenderExecutor reads it back.
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// The state is persisted durably using Durable Entities behind the scenes.
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using Microsoft.Agents.AI.Workflows;
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namespace SingleAgent;
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/// <summary>
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/// Constants for shared state scopes used across executors.
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/// </summary>
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internal static class SharedStateConstants
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{
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public const string MessageScope = "MessageState";
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public const string ProcessedMessageKey = "ProcessedMessage";
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}
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public sealed class Order
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{
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public Order(string id, decimal amount)
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{
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this.Id = id;
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this.Amount = amount;
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}
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public string Id { get; }
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public decimal Amount { get; }
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public string? PaymentReferenceNumber { get; set; }
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}
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/// <summary>
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/// First executor that processes a message and stores the result in shared state.
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/// </summary>
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internal sealed class OrderIdParserExecutor() : Executor<string, Order>("OrderIdParserExecutor")
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{
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public override async ValueTask<Order> HandleAsync(string message, IWorkflowContext context, CancellationToken cancellationToken = default)
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{
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// Process the message
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string processedMessage = $"Processed: {message}";
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// Store the processed message in shared state for the next executor
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await context.QueueStateUpdateAsync(
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SharedStateConstants.ProcessedMessageKey,
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processedMessage,
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SharedStateConstants.MessageScope,
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cancellationToken);
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return GetOrder(message);
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}
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private static Order GetOrder(string id)
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{
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// Simulate fetching order details
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return new Order(id, 100.0m);
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}
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}
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/// <summary>
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/// Second executor that reads the shared state and appends to the message.
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/// </summary>
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internal sealed class EmailSenderExecutor() : Executor<Order, string>("EmailSenderExecutor")
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{
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public override async ValueTask<string> HandleAsync(Order message, IWorkflowContext context, CancellationToken cancellationToken = default)
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{
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// Read the processed message from shared state (written by OrderIdParserExecutor)
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string? storedMessage = await context.ReadStateAsync<string>(
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SharedStateConstants.ProcessedMessageKey,
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SharedStateConstants.MessageScope,
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cancellationToken);
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// Combine with the input message
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return storedMessage is not null
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? $"From state: [{storedMessage}] | Input: [{message.Id}]"
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: $"No state found | Input: [{message.Id}]";
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}
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}
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internal sealed class PaymentProcesserExecutor() : Executor<Order, Order>("PaymentProcesserExecutor")
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{
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public override async ValueTask<Order> HandleAsync(Order message, IWorkflowContext context, CancellationToken cancellationToken = default)
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{
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// Call payment gateway.
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message.PaymentReferenceNumber = Guid.NewGuid().ToString().Substring(0, 4);
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return message;
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}
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}
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// Copyright (c) Microsoft. All rights reserved.
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using Microsoft.Agents.AI.Hosting.AzureFunctions;
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using Microsoft.Agents.AI.Workflows;
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using Microsoft.Azure.Functions.Worker.Builder;
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using Microsoft.Extensions.Hosting;
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using SingleAgent;
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// Set up an AI agent following the standard Microsoft Agent Framework pattern.
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OrderIdParserExecutor orderParser = new();
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PaymentProcesserExecutor paymentProcessor = new();
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EmailSenderExecutor emailSender = new();
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WorkflowBuilder builder = new(orderParser);
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builder.AddEdge(orderParser, paymentProcessor);
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builder.AddEdge(paymentProcessor, emailSender).WithOutputFrom(emailSender);
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var workflow = builder.WithName("ProcessOrder").Build();
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FunctionsApplication.CreateBuilder(args)
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.ConfigureFunctionsWebApplication()
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.ConfigureDurableOptions(options =>
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{
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options.Workflows.AddWorkflow(workflow);
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// Optional - Configure AI agents
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// options.Agents.AddAIAgent(agent);
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})
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.Build().Run();
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# Single Agent Sample
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This sample demonstrates how to use the Durable Agent Framework (DAFx) to create a simple Azure Functions app that hosts a single AI agent and provides direct HTTP API access for interactive conversations.
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## Key Concepts Demonstrated
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- Using the Microsoft Agent Framework to define a simple AI agent with a name and instructions.
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- Registering agents with the Function app and running them using HTTP.
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- Conversation management (via session IDs) for isolated interactions.
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## Environment Setup
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See the [README.md](../README.md) file in the parent directory for more information on how to configure the environment, including how to install and run common sample dependencies.
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## Running the Sample
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With the environment setup and function app running, you can test the sample by sending an HTTP request to the agent endpoint.
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You can use the `demo.http` file to send a message to the agent, or a command line tool like `curl` as shown below:
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Bash (Linux/macOS/WSL):
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```bash
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curl -X POST http://localhost:7071/api/agents/Joker/run \
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-H "Content-Type: text/plain" \
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-d "Tell me a joke about a pirate."
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```
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PowerShell:
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```powershell
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Invoke-RestMethod -Method Post `
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-Uri http://localhost:7071/api/agents/Joker/run `
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-ContentType text/plain `
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-Body "Tell me a joke about a pirate."
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```
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You can also send JSON requests:
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```bash
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curl -X POST http://localhost:7071/api/agents/Joker/run \
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-H "Content-Type: application/json" \
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-H "Accept: application/json" \
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-d '{"message": "Tell me a joke about a pirate."}'
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```
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To continue a conversation, include the `thread_id` in the query string or JSON body:
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```bash
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curl -X POST "http://localhost:7071/api/agents/Joker/run?thread_id=your-thread-id" \
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-H "Content-Type: application/json" \
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-H "Accept: application/json" \
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-d '{"message": "Tell me another one."}'
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```
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The response from the agent will be displayed in the terminal where you ran `func start`. The expected `text/plain` output will look something like:
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```text
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Why don't pirates ever learn the alphabet? Because they always get stuck at "C"!
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```
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The expected `application/json` output will look something like:
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```json
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{
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"status": 200,
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"thread_id": "ee6e47a0-f24b-40b1-ade8-16fcebb9eb40",
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"response": {
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"Messages": [
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{
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"AuthorName": "Joker",
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"CreatedAt": "2025-11-11T12:00:00.0000000Z",
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"Role": "assistant",
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"Contents": [
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{
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"Type": "text",
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"Text": "Why don't pirates ever learn the alphabet? Because they always get stuck at 'C'!"
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}
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]
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}
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],
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"Usage": {
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"InputTokenCount": 78,
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"OutputTokenCount": 36,
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"TotalTokenCount": 114
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}
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}
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}
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```
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# Default endpoint address for local testing
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@authority=http://localhost:7071
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### Start the workflow
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POST {{authority}}/api/workflows/ProcessOrder/run
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Content-Type: text/plain
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123
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### Start second workflow
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POST {{authority}}/api/workflows/ProcessOrder/run
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Content-Type: text/plain
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456
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@@ -0,0 +1,20 @@
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{
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"version": "2.0",
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"logging": {
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"logLevel": {
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"Microsoft.Agents.AI.DurableTask": "Information",
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"Microsoft.Agents.AI.Hosting.AzureFunctions": "Information",
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"DurableTask": "Information",
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"Microsoft.DurableTask": "Information"
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}
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},
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"extensions": {
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"durableTask": {
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"hubName": "default",
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"storageProvider": {
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"type": "AzureManaged",
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"connectionStringName": "DURABLE_TASK_SCHEDULER_CONNECTION_STRING"
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}
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}
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}
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}
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