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Shyju Krishnankutty
2026-01-15 07:49:07 -08:00
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parent 8b21180cf2
commit 6f69299f4a
26 changed files with 1551 additions and 302 deletions
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dotnet/samples/AzureFunctions/10_WorkflowConcurrent/Program.cs
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// Copyright (c) Microsoft. All rights reserved.
using Azure;
using Azure.AI.OpenAI;
using Azure.Identity;
using Microsoft.Agents.AI;
using Microsoft.Agents.AI.Hosting.AzureFunctions;
using Microsoft.Agents.AI.Workflows;
using Microsoft.Azure.Functions.Worker.Builder;
using Microsoft.Extensions.AI;
using Microsoft.Extensions.Hosting;
using OpenAI.Chat;
using SingleAgent;
// Get the Azure OpenAI endpoint and deployment name from environment variables.
string endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT")
?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
string deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT")
?? throw new InvalidOperationException("AZURE_OPENAI_DEPLOYMENT is not set.");
// Use Azure Key Credential if provided, otherwise use Azure CLI Credential.
string? azureOpenAiKey = System.Environment.GetEnvironmentVariable("AZURE_OPENAI_KEY");
AzureOpenAIClient client = !string.IsNullOrEmpty(azureOpenAiKey)
? new AzureOpenAIClient(new Uri(endpoint), new AzureKeyCredential(azureOpenAiKey))
: new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential());
AIAgent physicist = client.GetChatClient(deploymentName).CreateAIAgent("You are an expert in physics. You answer questions from a physics perspective.", "Physicist");
AIAgent chemist = client.GetChatClient(deploymentName).CreateAIAgent("You are an expert in chemistry. You answer questions from a chemistry perspective.", "Chemist");
var startExecutor = new ConcurrentStartExecutor();
var aggregationExecutor = new ConcurrentAggregationExecutor();
// Build the workflow by adding executors and connecting them
var workflow = new WorkflowBuilder(startExecutor)
.WithName("FanOutWorkflow")
.AddFanOutEdge(startExecutor, [physicist, chemist])
.AddFanInEdge([physicist, chemist], aggregationExecutor)
.WithOutputFrom(aggregationExecutor)
.Build();
// Configure the function app to host AI agents and workflows in a unified way.
// This will automatically generate HTTP API endpoints for agents and workflows.
var functionBuilder = FunctionsApplication.CreateBuilder(args);
functionBuilder
.ConfigureFunctionsWebApplication()
.ConfigureDurableOptions(options =>
{
// Configure workflows
options.Workflows.AddWorkflow(workflow);
});
functionBuilder.Build().Run();