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d6fdb91480
* Inline const values in samples where used only once * Fix some spacing issues and use consistent ordering of settings/params
131 lines
5.5 KiB
C#
131 lines
5.5 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
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// This sample shows how to use plugins with an AI agent. Plugin classes can
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// depend on other services that need to be injected. In this sample, the
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// AgentPlugin class uses the WeatherProvider and CurrentTimeProvider classes
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// to get weather and current time information. Both services are registered
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// in the service collection and injected into the plugin.
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// Plugin classes may have many methods, but only some are intended to be used
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// as AI functions. The AsAITools method of the plugin class shows how to specify
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// which methods should be exposed to the AI agent.
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using Azure.AI.OpenAI;
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using Azure.Identity;
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using Microsoft.Agents.AI;
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using Microsoft.Extensions.AI;
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using Microsoft.Extensions.DependencyInjection;
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using OpenAI;
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var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
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var deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-4o-mini";
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// Create a service collection to hold the agent plugin and its dependencies.
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ServiceCollection services = new();
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services.AddSingleton<WeatherProvider>();
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services.AddSingleton<CurrentTimeProvider>();
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services.AddSingleton<AgentPlugin>(); // The plugin depends on WeatherProvider and CurrentTimeProvider registered above.
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IServiceProvider serviceProvider = services.BuildServiceProvider();
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AIAgent agent = new AzureOpenAIClient(
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new Uri(endpoint),
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new AzureCliCredential())
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.GetChatClient(deploymentName)
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.CreateAIAgent(
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instructions: "You are a helpful assistant that helps people find information.",
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name: "Assistant",
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tools: [.. serviceProvider.GetRequiredService<AgentPlugin>().AsAITools()],
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services: serviceProvider); // Pass the service provider to the agent so it will be available to plugin functions to resolve dependencies.
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Console.WriteLine(await agent.RunAsync("Tell me current time and weather in Seattle."));
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/// <summary>
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/// The agent plugin that provides weather and current time information.
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/// </summary>
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/// <param name="weatherProvider">The weather provider to get weather information.</param>
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internal sealed class AgentPlugin(WeatherProvider weatherProvider)
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{
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/// <summary>
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/// Gets the weather information for the specified location.
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/// </summary>
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/// <remarks>
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/// This method demonstrates how to use the dependency that was injected into the plugin class.
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/// </remarks>
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/// <param name="location">The location to get the weather for.</param>
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/// <returns>The weather information for the specified location.</returns>
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public string GetWeather(string location)
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{
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return weatherProvider.GetWeather(location);
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}
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/// <summary>
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/// Gets the current date and time for the specified location.
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/// </summary>
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/// <remarks>
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/// This method demonstrates how to resolve a dependency using the service provider passed to the method.
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/// </remarks>
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/// <param name="sp">The service provider to resolve the <see cref="CurrentTimeProvider"/>.</param>
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/// <param name="location">The location to get the current time for.</param>
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/// <returns>The current date and time as a <see cref="DateTimeOffset"/>.</returns>
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public DateTimeOffset GetCurrentTime(IServiceProvider sp, string location)
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{
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// Resolve the CurrentTimeProvider from the service provider
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var currentTimeProvider = sp.GetRequiredService<CurrentTimeProvider>();
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return currentTimeProvider.GetCurrentTime(location);
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}
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/// <summary>
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/// Returns the functions provided by this plugin.
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/// </summary>
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/// <remarks>
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/// In real world scenarios, a class may have many methods and only a subset of them may be intended to be exposed as AI functions.
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/// This method demonstrates how to explicitly specify which methods should be exposed to the AI agent.
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/// </remarks>
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/// <returns>The functions provided by this plugin.</returns>
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public IEnumerable<AITool> AsAITools()
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{
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yield return AIFunctionFactory.Create(this.GetWeather);
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yield return AIFunctionFactory.Create(this.GetCurrentTime);
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}
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}
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/// <summary>
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/// The weather provider that returns weather information.
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/// </summary>
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internal sealed class WeatherProvider
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{
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/// <summary>
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/// Gets the weather information for the specified location.
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/// </summary>
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/// <remarks>
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/// The weather information is hardcoded for demonstration purposes.
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/// In a real application, this could call a weather API to get actual weather data.
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/// </remarks>
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/// <param name="location">The location to get the weather for.</param>
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/// <returns>The weather information for the specified location.</returns>
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public string GetWeather(string location)
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{
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return $"The weather in {location} is cloudy with a high of 15°C.";
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}
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}
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/// <summary>
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/// Provides the current date and time.
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/// </summary>
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/// <remarks>
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/// This class returns the current date and time using the system's clock.
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/// </remarks>
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internal sealed class CurrentTimeProvider
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{
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/// <summary>
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/// Gets the current date and time.
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/// </summary>
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/// <param name="location">The location to get the current time for (not used in this implementation).</param>
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/// <returns>The current date and time as a <see cref="DateTimeOffset"/>.</returns>
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public DateTimeOffset GetCurrentTime(string location)
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{
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return DateTimeOffset.Now;
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}
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}
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