chore: import upstream snapshot with attribution
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// 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 Plugins;
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namespace GettingStarted;
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/// <summary>
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/// This example demonstrates how to declaratively create instances of <see cref="Agent"/>.
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/// </summary>
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public class Step09_Declarative(ITestOutputHelper output) : BaseAgentsTest(output)
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{
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/// <summary>
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/// Demonstrates creating and using a Chat Completion Agent with a Kernel.
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/// </summary>
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[Fact]
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public async Task ChatCompletionAgentWithKernel()
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{
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Kernel kernel = this.CreateKernelWithChatCompletion();
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var text =
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"""
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type: chat_completion_agent
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name: StoryAgent
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description: Story Telling Agent
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instructions: Tell a story suitable for children about the topic provided by the user.
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""";
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var agentFactory = new ChatCompletionAgentFactory();
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var agent = await agentFactory.CreateAgentFromYamlAsync(text, new() { Kernel = kernel });
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await foreach (ChatMessageContent response in agent!.InvokeAsync("Cats and Dogs"))
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{
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this.WriteAgentChatMessage(response);
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}
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}
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/// <summary>
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/// Demonstrates creating and using a Chat Completion Agent with functions.
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/// </summary>
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[Fact]
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public async Task ChatCompletionAgentWithFunctions()
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{
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Kernel kernel = this.CreateKernelWithChatCompletion();
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KernelPlugin plugin = KernelPluginFactory.CreateFromType<MenuPlugin>();
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kernel.Plugins.Add(plugin);
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var text =
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"""
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type: chat_completion_agent
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name: FunctionCallingAgent
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instructions: Use the provided functions to answer questions about the menu.
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description: This agent uses the provided functions to answer questions about the menu.
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model:
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options:
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temperature: 0.4
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tools:
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- id: MenuPlugin.GetSpecials
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type: function
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- id: MenuPlugin.GetItemPrice
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type: function
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""";
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var agentFactory = new ChatCompletionAgentFactory();
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var agent = await agentFactory.CreateAgentFromYamlAsync(text, new() { Kernel = kernel });
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await foreach (ChatMessageContent response in agent!.InvokeAsync(new ChatMessageContent(AuthorRole.User, "What is the special soup and how much does it cost?")))
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{
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this.WriteAgentChatMessage(response);
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}
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}
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/// <summary>
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/// Demonstrates creating and using a Chat Completion Agent with templated instructions.
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/// </summary>
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[Fact]
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public async Task ChatCompletionAgentWithTemplate()
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{
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Kernel kernel = this.CreateKernelWithChatCompletion();
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var text =
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"""
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type: chat_completion_agent
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name: StoryAgent
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description: A agent that generates a story about a topic.
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instructions: Tell a story about {{$topic}} that is {{$length}} sentences long.
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inputs:
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topic:
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description: The topic of the story.
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required: true
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default: Cats
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length:
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description: The number of sentences in the story.
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required: true
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default: 2
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outputs:
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output1:
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description: output1 description
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template:
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format: semantic-kernel
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""";
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var agentFactory = new ChatCompletionAgentFactory();
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var promptTemplateFactory = new KernelPromptTemplateFactory();
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var agent = await agentFactory.CreateAgentFromYamlAsync(text, new() { Kernel = kernel, PromptTemplateFactory = promptTemplateFactory });
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Assert.NotNull(agent);
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var options = new AgentInvokeOptions()
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{
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KernelArguments = new()
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{
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{ "topic", "Dogs" },
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{ "length", "3" },
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}
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};
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await foreach (ChatMessageContent response in agent.InvokeAsync(Array.Empty<ChatMessageContent>(), options: options))
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{
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this.WriteAgentChatMessage(response);
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}
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}
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}
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