// Copyright (c) Microsoft. All rights reserved. using Azure; using Azure.AI.OpenAI; using Azure.Identity; using LongRunningTools; using Microsoft.Agents.AI; using Microsoft.Agents.AI.Hosting.AzureFunctions; using Microsoft.Azure.Functions.Worker.Builder; using Microsoft.Extensions.AI; using Microsoft.Extensions.DependencyInjection; using Microsoft.Extensions.Hosting; using Microsoft.Extensions.Logging; using OpenAI; // 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()); // Agent used by the orchestration to write content. const string WriterAgentName = "Writer"; const string WriterAgentInstructions = """ You are a professional content writer who creates high-quality articles on various topics. You write engaging, informative, and well-structured content that follows best practices for readability and accuracy. """; AIAgent writerAgent = client.GetChatClient(deploymentName).CreateAIAgent(WriterAgentInstructions, WriterAgentName); // Agent that can start content generation workflows using tools const string PublisherAgentName = "Publisher"; const string PublisherAgentInstructions = """ You are a publishing agent that can manage content generation workflows. You have access to tools to start, monitor, and raise events for content generation workflows. """; using IHost app = FunctionsApplication .CreateBuilder(args) .ConfigureFunctionsWebApplication() .ConfigureDurableAgents(options => { // Add the writer agent used by the orchestration options.AddAIAgent(writerAgent); // Define the agent that can start orchestrations from tool calls options.AddAIAgentFactory(PublisherAgentName, sp => { // Initialize the tools to be used by the agent. Tools publisherTools = new(sp.GetRequiredService>()); return client.GetChatClient(deploymentName).CreateAIAgent( instructions: PublisherAgentInstructions, name: PublisherAgentName, services: sp, tools: [ AIFunctionFactory.Create(publisherTools.StartContentGenerationWorkflow), AIFunctionFactory.Create(publisherTools.GetWorkflowStatusAsync), AIFunctionFactory.Create(publisherTools.SubmitHumanApprovalAsync), ]); }); }) .Build(); app.Run();