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Azure Functions .NET samples (#1939)
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// Copyright (c) Microsoft. All rights reserved.
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using Azure;
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using Azure.AI.OpenAI;
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using Azure.Identity;
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using LongRunningTools;
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using Microsoft.Agents.AI;
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using Microsoft.Agents.AI.Hosting.AzureFunctions;
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using Microsoft.Azure.Functions.Worker.Builder;
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using Microsoft.Extensions.AI;
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using Microsoft.Extensions.DependencyInjection;
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using Microsoft.Extensions.Hosting;
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using Microsoft.Extensions.Logging;
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using OpenAI;
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// Get the Azure OpenAI endpoint and deployment name from environment variables.
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string endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT")
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?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
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string deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT")
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?? throw new InvalidOperationException("AZURE_OPENAI_DEPLOYMENT is not set.");
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// Use Azure Key Credential if provided, otherwise use Azure CLI Credential.
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string? azureOpenAiKey = Environment.GetEnvironmentVariable("AZURE_OPENAI_KEY");
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AzureOpenAIClient client = !string.IsNullOrEmpty(azureOpenAiKey)
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? new AzureOpenAIClient(new Uri(endpoint), new AzureKeyCredential(azureOpenAiKey))
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: new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential());
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// Agent used by the orchestration to write content.
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const string WriterAgentName = "Writer";
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const string WriterAgentInstructions =
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"""
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You are a professional content writer who creates high-quality articles on various topics.
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You write engaging, informative, and well-structured content that follows best practices for readability and accuracy.
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""";
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AIAgent writerAgent = client.GetChatClient(deploymentName).CreateAIAgent(WriterAgentInstructions, WriterAgentName);
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// Agent that can start content generation workflows using tools
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const string PublisherAgentName = "Publisher";
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const string PublisherAgentInstructions =
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"""
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You are a publishing agent that can manage content generation workflows.
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You have access to tools to start, monitor, and raise events for content generation workflows.
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""";
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using IHost app = FunctionsApplication
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.CreateBuilder(args)
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.ConfigureFunctionsWebApplication()
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.ConfigureDurableAgents(options =>
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{
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// Add the writer agent used by the orchestration
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options.AddAIAgent(writerAgent);
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// Define the agent that can start orchestrations from tool calls
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options.AddAIAgentFactory(PublisherAgentName, sp =>
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{
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// Initialize the tools to be used by the agent.
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Tools publisherTools = new(sp.GetRequiredService<ILogger<Tools>>());
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return client.GetChatClient(deploymentName).CreateAIAgent(
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instructions: PublisherAgentInstructions,
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name: PublisherAgentName,
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services: sp,
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tools: [
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AIFunctionFactory.Create(publisherTools.StartContentGenerationWorkflow),
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AIFunctionFactory.Create(publisherTools.GetWorkflowStatusAsync),
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AIFunctionFactory.Create(publisherTools.SubmitHumanApprovalAsync),
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]);
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});
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})
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.Build();
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app.Run();
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