150 lines
5.1 KiB
C#
150 lines
5.1 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
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using Microsoft.SemanticKernel;
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using Microsoft.SemanticKernel.Agents;
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using Microsoft.SemanticKernel.ChatCompletion;
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using Microsoft.SemanticKernel.PromptTemplates.Handlebars;
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using Microsoft.SemanticKernel.PromptTemplates.Liquid;
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namespace Agents;
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/// <summary>
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/// Demonstrate parameterized template instruction for <see cref="ChatCompletionAgent"/>.
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/// </summary>
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public class ChatCompletion_Templating(ITestOutputHelper output) : BaseAgentsTest(output)
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{
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private static readonly (string Input, string? Style)[] s_inputs =
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[
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(Input: "Home cooking is great.", Style: null),
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(Input: "Talk about world peace.", Style: "iambic pentameter"),
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(Input: "Say something about doing your best.", Style: "e. e. cummings"),
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(Input: "What do you think about having fun?", Style: "old school rap")
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];
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[Theory]
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[InlineData(true)]
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[InlineData(false)]
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public async Task InvokeAgentWithInstructionsTemplate(bool useChatClient)
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{
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// Instruction based template always processed by KernelPromptTemplateFactory
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ChatCompletionAgent agent =
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new()
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{
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Kernel = this.CreateKernelWithChatCompletion(useChatClient, out var chatClient),
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Instructions =
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"""
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Write a one verse poem on the requested topic in the style of {{$style}}.
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Always state the requested style of the poem.
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""",
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Arguments = new KernelArguments()
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{
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{"style", "haiku"}
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}
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};
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await InvokeChatCompletionAgentWithTemplateAsync(agent);
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chatClient?.Dispose();
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}
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[Theory]
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[InlineData(true)]
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[InlineData(false)]
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public async Task InvokeAgentWithKernelTemplate(bool useChatClient)
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{
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// Default factory is KernelPromptTemplateFactory
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await InvokeChatCompletionAgentWithTemplateAsync(
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"""
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Write a one verse poem on the requested topic in the style of {{$style}}.
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Always state the requested style of the poem.
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""",
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PromptTemplateConfig.SemanticKernelTemplateFormat,
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new KernelPromptTemplateFactory(),
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useChatClient);
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}
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[Theory]
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[InlineData(true)]
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[InlineData(false)]
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public async Task InvokeAgentWithHandlebarsTemplate(bool useChatClient)
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{
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await InvokeChatCompletionAgentWithTemplateAsync(
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"""
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Write a one verse poem on the requested topic in the style of {{style}}.
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Always state the requested style of the poem.
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""",
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HandlebarsPromptTemplateFactory.HandlebarsTemplateFormat,
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new HandlebarsPromptTemplateFactory(),
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useChatClient);
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}
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[Theory]
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[InlineData(true)]
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[InlineData(false)]
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public async Task InvokeAgentWithLiquidTemplate(bool useChatClient)
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{
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await InvokeChatCompletionAgentWithTemplateAsync(
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"""
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Write a one verse poem on the requested topic in the style of {{style}}.
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Always state the requested style of the poem.
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""",
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LiquidPromptTemplateFactory.LiquidTemplateFormat,
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new LiquidPromptTemplateFactory(),
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useChatClient);
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}
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private async Task InvokeChatCompletionAgentWithTemplateAsync(
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string instructionTemplate,
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string templateFormat,
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IPromptTemplateFactory templateFactory,
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bool useChatClient)
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{
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// Define the agent
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PromptTemplateConfig templateConfig =
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new()
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{
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Template = instructionTemplate,
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TemplateFormat = templateFormat,
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};
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ChatCompletionAgent agent =
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new(templateConfig, templateFactory)
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{
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Kernel = this.CreateKernelWithChatCompletion(useChatClient, out var chatClient),
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Arguments = new KernelArguments()
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{
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{"style", "haiku"}
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}
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};
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await InvokeChatCompletionAgentWithTemplateAsync(agent);
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chatClient?.Dispose();
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}
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private async Task InvokeChatCompletionAgentWithTemplateAsync(ChatCompletionAgent agent)
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{
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ChatHistory chat = [];
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foreach ((string input, string? style) in s_inputs)
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{
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// Add input to chat
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ChatMessageContent request = new(AuthorRole.User, input);
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this.WriteAgentChatMessage(request);
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KernelArguments? arguments = null;
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if (!string.IsNullOrWhiteSpace(style))
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{
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// Override style template parameter
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arguments = new() { { "style", style } };
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}
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// Process agent response
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await foreach (ChatMessageContent message in agent.InvokeAsync(request, options: new() { KernelArguments = arguments }))
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{
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chat.Add(message);
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this.WriteAgentChatMessage(message);
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}
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}
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}
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}
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