234 lines
7.7 KiB
C#
234 lines
7.7 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.Agents.OpenAI;
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using Microsoft.SemanticKernel.ChatCompletion;
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namespace GettingStarted.OpenAIResponseAgents;
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/// <summary>
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/// This example demonstrates how to manage conversation state during a model interaction using <see cref="OpenAIResponseAgent"/>.
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/// OpenAI provides a few ways to manage conversation state, which is important for preserving information across multiple messages or turns in a conversation.
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/// See: https://platform.openai.com/docs/guides/conversation-state?api-mode=responses for more information.
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/// </summary>
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public class Step02_OpenAIResponseAgent_ConversationState(ITestOutputHelper output) : BaseResponsesAgentTest(output)
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{
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[Fact]
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public async Task ManuallyConstructPastConversationAsync()
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{
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// Define the agent
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OpenAIResponseAgent agent = new(this.Client, this.ModelId)
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{
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StoreEnabled = false,
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};
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ICollection<ChatMessageContent> messages =
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[
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new ChatMessageContent(AuthorRole.User, "knock knock."),
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new ChatMessageContent(AuthorRole.Assistant, "Who's there?"),
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new ChatMessageContent(AuthorRole.User, "Orange.")
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];
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foreach (ChatMessageContent message in messages)
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{
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WriteAgentChatMessage(message);
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}
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// Invoke the agent and output the response
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var responseItems = agent.InvokeAsync(messages);
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await foreach (ChatMessageContent responseItem in responseItems)
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{
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WriteAgentChatMessage(responseItem);
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}
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}
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[Fact]
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public async Task ManuallyConstructPastConversationStreamingAsync()
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{
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// Define the agent
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OpenAIResponseAgent agent = new(this.Client, this.ModelId)
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{
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StoreEnabled = false,
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};
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ICollection<ChatMessageContent> messages =
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[
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new ChatMessageContent(AuthorRole.User, "knock knock."),
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new ChatMessageContent(AuthorRole.Assistant, "Who's there?"),
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new ChatMessageContent(AuthorRole.User, "Orange.")
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];
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foreach (ChatMessageContent message in messages)
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{
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WriteAgentChatMessage(message);
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}
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// Invoke the agent and output the response
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var responseItems = agent.InvokeStreamingAsync(messages);
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Console.Write("\n# assistant: ");
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await foreach (StreamingChatMessageContent responseItem in responseItems)
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{
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Console.Write(responseItem.Content);
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}
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}
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[Fact]
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public async Task ManageConversationStateWithResponseIdAsync()
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{
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// Define the agent
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OpenAIResponseAgent agent = new(this.Client, this.ModelId)
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{
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StoreEnabled = false,
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};
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string[] messages =
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[
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"Tell me a joke?",
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"Explain why this is funny?",
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];
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// Invoke the agent and output the response
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AgentThread? agentThread = null;
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foreach (string message in messages)
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{
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var userMessage = new ChatMessageContent(AuthorRole.User, message);
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WriteAgentChatMessage(userMessage);
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var responseItems = agent.InvokeAsync(userMessage, agentThread);
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await foreach (AgentResponseItem<ChatMessageContent> responseItem in responseItems)
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{
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agentThread = responseItem.Thread;
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WriteAgentChatMessage(responseItem.Message);
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}
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}
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}
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[Fact]
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public async Task ManageConversationStateWithResponseIdStreamingAsync()
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{
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// Define the agent
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OpenAIResponseAgent agent = new(this.Client, this.ModelId)
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{
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StoreEnabled = false,
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};
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string[] messages =
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[
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"Tell me a joke?",
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"Explain why this is funny?",
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];
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// Invoke the agent and output the response
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AgentThread? agentThread = null;
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foreach (string message in messages)
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{
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var userMessage = new ChatMessageContent(AuthorRole.User, message);
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WriteAgentChatMessage(userMessage);
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Console.Write("\n# assistant: ");
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var responseItems = agent.InvokeStreamingAsync(userMessage, agentThread);
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await foreach (AgentResponseItem<StreamingChatMessageContent> responseItem in responseItems)
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{
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agentThread = responseItem.Thread;
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Console.Write(responseItem.Message.Content);
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}
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}
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}
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[Fact]
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public async Task StoreConversationStateAsync()
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{
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// Define the agent
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OpenAIResponseAgent agent = new(this.Client, this.ModelId)
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{
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StoreEnabled = true,
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};
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string[] messages =
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[
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"Tell me a joke?",
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"Explain why this is funny.",
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];
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// Invoke the agent and output the response
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AgentThread? agentThread = null;
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foreach (string message in messages)
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{
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var userMessage = new ChatMessageContent(AuthorRole.User, message);
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WriteAgentChatMessage(userMessage);
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var responseItems = agent.InvokeAsync(userMessage, agentThread);
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await foreach (AgentResponseItem<ChatMessageContent> responseItem in responseItems)
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{
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agentThread = responseItem.Thread;
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WriteAgentChatMessage(responseItem.Message);
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}
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}
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// Display the contents in the latest thread
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if (agentThread is not null)
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{
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this.Output.WriteLine("\n\nResponse Thread Messages\n");
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var responseAgentThread = agentThread as OpenAIResponseAgentThread;
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var threadMessages = responseAgentThread?.GetMessagesAsync();
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if (threadMessages is not null)
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{
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await foreach (var threadMessage in threadMessages)
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{
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WriteAgentChatMessage(threadMessage);
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}
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}
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await agentThread.DeleteAsync();
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}
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}
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[Fact]
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public async Task StoreConversationStateWithStreamingAsync()
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{
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// Define the agent
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OpenAIResponseAgent agent = new(this.Client, this.ModelId)
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{
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StoreEnabled = true,
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};
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string[] messages =
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[
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"Tell me a joke?",
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"Explain why this is funny.",
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];
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// Invoke the agent and output the response
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AgentThread? agentThread = null;
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foreach (string message in messages)
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{
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var userMessage = new ChatMessageContent(AuthorRole.User, message);
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WriteAgentChatMessage(userMessage);
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Console.Write("\n# assistant: ");
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var responseItems = agent.InvokeStreamingAsync(userMessage, agentThread);
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await foreach (AgentResponseItem<StreamingChatMessageContent> responseItem in responseItems)
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{
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agentThread = responseItem.Thread;
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Console.Write(responseItem.Message.Content);
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}
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}
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// Display the contents in the latest thread
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if (agentThread is not null)
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{
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this.Output.WriteLine("\n\nResponse Thread Messages\n");
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var responseAgentThread = agentThread as OpenAIResponseAgentThread;
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var threadMessages = responseAgentThread?.GetMessagesAsync();
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if (threadMessages is not null)
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{
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await foreach (var threadMessage in threadMessages)
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{
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WriteAgentChatMessage(threadMessage);
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}
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}
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await agentThread.DeleteAsync();
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}
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}
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}
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