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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namespace Step04.Steps;
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/// <summary>
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/// This steps defines actions for the group chat in which to agents collaborate in
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/// response to input from the primary agent.
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/// </summary>
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public class AgentGroupChatStep : KernelProcessStep
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{
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public const string ChatServiceKey = $"{nameof(AgentGroupChatStep)}:{nameof(ChatServiceKey)}";
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public const string ReducerServiceKey = $"{nameof(AgentGroupChatStep)}:{nameof(ReducerServiceKey)}";
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public static class ProcessStepFunctions
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{
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public const string InvokeAgentGroup = nameof(InvokeAgentGroup);
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}
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[KernelFunction(ProcessStepFunctions.InvokeAgentGroup)]
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public async Task InvokeAgentGroupAsync(KernelProcessStepContext context, Kernel kernel, string input)
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{
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AgentGroupChat chat = kernel.GetRequiredService<AgentGroupChat>();
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// Reset chat state from previous invocation
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//await chat.ResetAsync();
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chat.IsComplete = false;
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ChatMessageContent message = new(AuthorRole.User, input);
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chat.AddChatMessage(message);
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await context.EmitEventAsync(new() { Id = AgentOrchestrationEvents.GroupMessage, Data = message });
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await foreach (ChatMessageContent response in chat.InvokeAsync())
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{
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await context.EmitEventAsync(new() { Id = AgentOrchestrationEvents.GroupMessage, Data = response });
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}
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ChatMessageContent[] history = await chat.GetChatMessagesAsync().Reverse().ToArrayAsync();
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// Summarize the group chat as a response to the primary agent
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string summary = await kernel.SummarizeHistoryAsync(ReducerServiceKey, history);
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await context.EmitEventAsync(new() { Id = AgentOrchestrationEvents.GroupCompleted, Data = summary });
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}
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}
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@@ -0,0 +1,120 @@
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// Copyright (c) Microsoft. All rights reserved.
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using System.ComponentModel;
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using System.Text.Json;
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using Events;
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using Microsoft.Extensions.Logging;
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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.Connectors.OpenAI;
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namespace Step04.Steps;
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/// <summary>
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/// This steps defines actions for the primary agent. This agent is responsible forinteracting with
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/// the user as well as as delegating to a group of agents.
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/// </summary>
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public class ManagerAgentStep : KernelProcessStep
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{
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public const string AgentServiceKey = $"{nameof(ManagerAgentStep)}:{nameof(AgentServiceKey)}";
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public const string ReducerServiceKey = $"{nameof(ManagerAgentStep)}:{nameof(ReducerServiceKey)}";
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public static class ProcessStepFunctions
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{
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public const string InvokeAgent = nameof(InvokeAgent);
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public const string InvokeGroup = nameof(InvokeGroup);
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public const string ReceiveResponse = nameof(ReceiveResponse);
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}
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[KernelFunction(ProcessStepFunctions.InvokeAgent)]
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public async Task InvokeAgentAsync(KernelProcessStepContext context, Kernel kernel, string userInput, ILogger logger)
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{
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// Get the chat history
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IChatHistoryProvider historyProvider = kernel.GetHistory();
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ChatHistory history = await historyProvider.GetHistoryAsync();
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ChatHistoryAgentThread agentThread = new(history);
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// Obtain the agent response
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ChatCompletionAgent agent = kernel.GetAgent<ChatCompletionAgent>(AgentServiceKey);
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await foreach (ChatMessageContent message in agent.InvokeAsync(new ChatMessageContent(AuthorRole.User, userInput), agentThread))
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{
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// Both the input message and response message will automatically be added to the thread, which will update the internal chat history.
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// Emit event for each agent response
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await context.EmitEventAsync(new() { Id = AgentOrchestrationEvents.AgentResponse, Data = message });
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}
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// Commit any changes to the chat history
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await historyProvider.CommitAsync();
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// Evaluate current intent
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IntentResult intent = await IsRequestingUserInputAsync(kernel, history, logger);
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string intentEventId =
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intent.IsRequestingUserInput ?
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AgentOrchestrationEvents.AgentResponded :
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intent.IsWorking ?
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AgentOrchestrationEvents.AgentWorking :
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CommonEvents.UserInputComplete;
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await context.EmitEventAsync(new() { Id = intentEventId });
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}
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[KernelFunction(ProcessStepFunctions.InvokeGroup)]
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public async Task InvokeGroupAsync(KernelProcessStepContext context, Kernel kernel)
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{
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// Get the chat history
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IChatHistoryProvider historyProvider = kernel.GetHistory();
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ChatHistory history = await historyProvider.GetHistoryAsync();
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// Summarize the conversation with the user to use as input to the agent group
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string summary = await kernel.SummarizeHistoryAsync(ReducerServiceKey, history);
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await context.EmitEventAsync(new() { Id = AgentOrchestrationEvents.GroupInput, Data = summary });
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}
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[KernelFunction(ProcessStepFunctions.ReceiveResponse)]
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public async Task ReceiveResponseAsync(KernelProcessStepContext context, Kernel kernel, string response)
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{
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// Get the chat history
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IChatHistoryProvider historyProvider = kernel.GetHistory();
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ChatHistory history = await historyProvider.GetHistoryAsync();
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// Proxy the inner response
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ChatCompletionAgent agent = kernel.GetAgent<ChatCompletionAgent>(AgentServiceKey);
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ChatMessageContent message = new(AuthorRole.Assistant, response) { AuthorName = agent.Name };
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history.Add(message);
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await context.EmitEventAsync(new() { Id = AgentOrchestrationEvents.AgentResponse, Data = message });
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await context.EmitEventAsync(new() { Id = AgentOrchestrationEvents.AgentResponded });
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}
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private static async Task<IntentResult> IsRequestingUserInputAsync(Kernel kernel, ChatHistory history, ILogger logger)
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{
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ChatHistory localHistory =
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[
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new ChatMessageContent(AuthorRole.System, "Analyze the conversation and determine if user input is being solicited."),
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.. history.TakeLast(1)
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];
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IChatCompletionService service = kernel.GetRequiredService<IChatCompletionService>();
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ChatMessageContent response = await service.GetChatMessageContentAsync(localHistory, new OpenAIPromptExecutionSettings { ResponseFormat = typeof(IntentResult) });
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IntentResult intent = JsonSerializer.Deserialize<IntentResult>(response.ToString())!;
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logger.LogTrace("{StepName} Response Intent - {IsRequestingUserInput}: {Rationale}", nameof(ManagerAgentStep), intent.IsRequestingUserInput, intent.Rationale);
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return intent;
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}
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[DisplayName("IntentResult")]
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[Description("this is the result description")]
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public sealed record IntentResult(
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[property:Description("True if user input is requested or solicited. Addressing the user with no specific request is False. Asking a question to the user is True.")]
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bool IsRequestingUserInput,
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[property:Description("True if the user request is being worked on.")]
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bool IsWorking,
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[property:Description("Rationale for the value assigned to IsRequestingUserInput")]
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string Rationale);
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}
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@@ -0,0 +1,94 @@
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// Copyright (c) Microsoft. All rights reserved.
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using System.Diagnostics;
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using Microsoft.Extensions.Logging;
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using Microsoft.SemanticKernel;
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using Microsoft.SemanticKernel.ChatCompletion;
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namespace Step04.Steps;
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/// <summary>
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/// Displays output to the user. While in this case it is just writing to the console,
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/// in a real-world scenario this would be a more sophisticated rendering system. Isolating this
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/// rendering logic from the internal logic of other process steps simplifies responsibility contract
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/// and simplifies testing and state management.
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/// </summary>
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public class RenderMessageStep : KernelProcessStep
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{
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public static class ProcessStepFunctions
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{
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public const string RenderDone = nameof(RenderMessageStep.RenderDone);
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public const string RenderError = nameof(RenderMessageStep.RenderError);
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public const string RenderInnerMessage = nameof(RenderMessageStep.RenderInnerMessage);
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public const string RenderMessage = nameof(RenderMessageStep.RenderMessage);
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public const string RenderUserText = nameof(RenderMessageStep.RenderUserText);
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}
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private static readonly Stopwatch s_timer = Stopwatch.StartNew();
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/// <summary>
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/// Render an explicit message to indicate the process has completed in the expected state.
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/// </summary>
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/// <remarks>
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/// If this message isn't rendered, the process is considered to have failed.
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/// </remarks>
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[KernelFunction]
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public void RenderDone()
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{
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Render("DONE!");
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}
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/// <summary>
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/// Render exception
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/// </summary>
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[KernelFunction]
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public void RenderError(KernelProcessError error, ILogger logger)
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{
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string message = string.IsNullOrWhiteSpace(error.Message) ? "Unexpected failure" : error.Message;
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Render($"ERROR: {message} [{error.GetType().Name}]{Environment.NewLine}{error.StackTrace}");
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logger.LogError("Unexpected failure: {ErrorMessage} [{ErrorType}]", error.Message, error.Type);
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}
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/// <summary>
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/// Render user input
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/// </summary>
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[KernelFunction]
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public void RenderUserText(string message)
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{
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Render($"{AuthorRole.User.Label.ToUpperInvariant()}: {message}");
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}
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/// <summary>
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/// Render an assistant message from the primary chat
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/// </summary>
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[KernelFunction]
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public void RenderMessage(ChatMessageContent? message)
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{
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if (message is null)
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{
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// if the message is empty, we don't want to render it
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return;
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}
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Render(message);
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}
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/// <summary>
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/// Render an assistant message from the inner chat
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/// </summary>
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[KernelFunction]
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public void RenderInnerMessage(ChatMessageContent message)
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{
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Render(message, indent: true);
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}
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public static void Render(ChatMessageContent message, bool indent = false)
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{
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string displayName = !string.IsNullOrWhiteSpace(message.AuthorName) ? $" - {message.AuthorName}" : string.Empty;
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Render($"{(indent ? "\t" : string.Empty)}{message.Role.Label.ToUpperInvariant()}{displayName}: {message.Content}");
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}
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public static void Render(string message)
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{
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Console.WriteLine($"[{s_timer.Elapsed:mm\\:ss}] {message}");
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}
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}
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