// Copyright (c) Microsoft. All rights reserved. using System.ComponentModel; using Azure.AI.Agents.Persistent; using Azure.Identity; using Microsoft.Agents.AI; using Microsoft.Extensions.AI; using Microsoft.SemanticKernel; using Microsoft.SemanticKernel.Agents.AzureAI; var azureEndpoint = Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("AZURE_FOUNDRY_PROJECT_ENDPOINT is not set."); var deploymentName = System.Environment.GetEnvironmentVariable("AZURE_FOUNDRY_PROJECT_DEPLOYMENT_NAME") ?? "gpt-4o"; var userInput = "What is the weather like in Amsterdam?"; Console.WriteLine($"User Input: {userInput}"); [KernelFunction] [Description("Get the weather for a given location.")] static string GetWeather([Description("The location to get the weather for.")] string location) => $"The weather in {location} is cloudy with a high of 15°C."; await SKAgentAsync(); await AFAgentAsync(); async Task SKAgentAsync() { Console.WriteLine("\n=== SK Agent ===\n"); var azureAgentClient = AzureAIAgent.CreateAgentsClient(azureEndpoint, new AzureCliCredential()); PersistentAgent definition = await azureAgentClient.Administration.CreateAgentAsync(deploymentName, instructions: "You are a helpful assistant"); AzureAIAgent agent = new(definition, azureAgentClient) { Kernel = Kernel.CreateBuilder().Build(), Name = "Host", Instructions = "You are a helpful assistant", Arguments = new KernelArguments(new PromptExecutionSettings() { FunctionChoiceBehavior = FunctionChoiceBehavior.Auto() }), }; var thread = new AzureAIAgentThread(azureAgentClient); // Initialize plugin and add to the agent's Kernel (same as direct Kernel usage). agent.Kernel.Plugins.Add(KernelPluginFactory.CreateFromFunctions("KernelPluginName", [KernelFunctionFactory.CreateFromMethod(GetWeather)])); var result = await agent.InvokeAsync(userInput).FirstAsync(); Console.WriteLine(result.Message); Console.WriteLine("---"); await foreach (ChatMessageContent update in agent.InvokeAsync(userInput, thread)) { Console.Write(update); } // Clean up await thread.DeleteAsync(); await azureAgentClient.Administration.DeleteAgentAsync(agent.Id); } async Task AFAgentAsync() { Console.WriteLine("\n=== AF Agent ===\n"); var azureAgentClient = new PersistentAgentsClient(azureEndpoint, new AzureCliCredential()); var agent = await azureAgentClient.CreateAIAgentAsync(deploymentName, instructions: "Answer questions about the menu"); var thread = agent.GetNewThread(); var agentOptions = new ChatClientAgentRunOptions(new() { Tools = [AIFunctionFactory.Create(GetWeather)] }); var result = await agent.RunAsync(userInput, thread, agentOptions); Console.WriteLine(result); Console.WriteLine("---"); await foreach (var update in agent.RunStreamingAsync(userInput, thread, agentOptions)) { Console.Write(update); } // Clean up if (thread is ChatClientAgentThread chatThread) { await azureAgentClient.Threads.DeleteThreadAsync(chatThread.ConversationId); } await azureAgentClient.Administration.DeleteAgentAsync(agent.Id); }