118 lines
4.4 KiB
C#
118 lines
4.4 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
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using Microsoft.Extensions.AI;
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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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namespace Agents;
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/// <summary>
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/// Demonstrate creation of <see cref="ChatCompletionAgent"/> and
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/// eliciting its response to three explicit user messages.
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/// </summary>
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public class ChatCompletion_HistoryReducer(ITestOutputHelper output) : BaseTest(output)
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{
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private const string TranslatorName = "NumeroTranslator";
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private const string TranslatorInstructions = "Add one to latest user number and spell it in spanish without explanation.";
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/// <summary>
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/// Demonstrate the use of <see cref="ChatHistoryTruncationReducer"/> when directly
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/// invoking a <see cref="ChatCompletionAgent"/>.
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/// </summary>
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[Theory]
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[InlineData(true)]
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[InlineData(false)]
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public async Task TruncatedAgentReduction(bool useChatClient)
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{
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// Define the agent
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ChatCompletionAgent agent = CreateTruncatingAgent(10, 10, useChatClient, out var chatClient);
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await InvokeAgentAsync(agent, 50);
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chatClient?.Dispose();
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}
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/// <summary>
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/// Demonstrate the use of <see cref="ChatHistorySummarizationReducer"/> when directly
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/// invoking a <see cref="ChatCompletionAgent"/>.
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/// </summary>
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[Theory]
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[InlineData(true)]
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[InlineData(false)]
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public async Task SummarizedAgentReduction(bool useChatClient)
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{
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// Define the agent
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ChatCompletionAgent agent = CreateSummarizingAgent(10, 10, useChatClient, out var chatClient);
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await InvokeAgentAsync(agent, 50);
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chatClient?.Dispose();
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}
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// Proceed with dialog by directly invoking the agent and explicitly managing the history.
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private async Task InvokeAgentAsync(ChatCompletionAgent agent, int messageCount)
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{
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ChatHistoryAgentThread agentThread = new();
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int index = 1;
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while (index <= messageCount)
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{
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// Provide user input
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Console.WriteLine($"# {AuthorRole.User}: '{index}'");
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// Reduce prior to invoking the agent
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bool isReduced = await agent.ReduceAsync(agentThread.ChatHistory);
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// Invoke and display assistant response
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await foreach (ChatMessageContent message in agent.InvokeAsync(new ChatMessageContent(AuthorRole.User, $"{index}"), agentThread))
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{
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Console.WriteLine($"# {message.Role} - {message.AuthorName ?? "*"}: '{message.Content}'");
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}
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index += 2;
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// Display the message count of the chat-history for visibility into reduction
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Console.WriteLine($"@ Message Count: {agentThread.ChatHistory.Count}\n");
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// Display summary messages (if present) if reduction has occurred
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if (isReduced)
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{
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int summaryIndex = 0;
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while (agentThread.ChatHistory[summaryIndex].Metadata?.ContainsKey(ChatHistorySummarizationReducer.SummaryMetadataKey) ?? false)
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{
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Console.WriteLine($"\tSummary: {agentThread.ChatHistory[summaryIndex].Content}");
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++summaryIndex;
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}
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}
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}
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}
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private ChatCompletionAgent CreateSummarizingAgent(int reducerMessageCount, int reducerThresholdCount, bool useChatClient, out IChatClient? chatClient)
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{
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Kernel kernel = this.CreateKernelWithChatCompletion(useChatClient, out chatClient);
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var service = useChatClient
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? kernel.GetRequiredService<IChatClient>().AsChatCompletionService()
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: kernel.GetRequiredService<IChatCompletionService>();
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return
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new()
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{
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Name = TranslatorName,
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Instructions = TranslatorInstructions,
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Kernel = kernel,
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HistoryReducer = new ChatHistorySummarizationReducer(service, reducerMessageCount, reducerThresholdCount),
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};
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}
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private ChatCompletionAgent CreateTruncatingAgent(int reducerMessageCount, int reducerThresholdCount, bool useChatClient, out IChatClient? chatClient) =>
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new()
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{
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Name = TranslatorName,
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Instructions = TranslatorInstructions,
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Kernel = this.CreateKernelWithChatCompletion(useChatClient, out chatClient),
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HistoryReducer = new ChatHistoryTruncationReducer(reducerMessageCount, reducerThresholdCount),
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};
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}
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