chore: import upstream snapshot with attribution
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// Copyright (c) Microsoft. All rights reserved.
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using System.Text;
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using Azure.AI.Inference;
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using Microsoft.Extensions.AI;
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using Microsoft.SemanticKernel;
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using Microsoft.SemanticKernel.ChatCompletion;
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namespace ChatCompletion;
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/// <summary>
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/// These examples demonstrate different ways of using streaming chat completion with Azure Foundry or GitHub models.
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/// Azure AI Foundry: https://ai.azure.com/explore/models
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/// GitHub Models: https://github.com/marketplace?type=models
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/// </summary>
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public class AzureAIInference_ChatCompletionStreaming(ITestOutputHelper output) : BaseTest(output)
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{
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/// <summary>
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/// This example demonstrates chat completion streaming using OpenAI.
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/// </summary>
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[Fact]
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public Task StreamChatAsync()
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{
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Console.WriteLine("======== Azure AI Inference - Chat Completion Streaming ========");
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var chatService = new ChatCompletionsClient(
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endpoint: new Uri(TestConfiguration.AzureAIInference.Endpoint),
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credential: new Azure.AzureKeyCredential(TestConfiguration.AzureAIInference.ApiKey!))
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.AsIChatClient(TestConfiguration.AzureAIInference.ChatModelId)
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.AsChatCompletionService();
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return this.StartStreamingChatAsync(chatService);
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}
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/// <summary>
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/// This example demonstrates chat completion streaming using OpenAI via the kernel.
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/// </summary>
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[Fact]
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public async Task StreamChatPromptAsync()
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{
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Console.WriteLine("======== Azure AI Inference - Chat Prompt Completion Streaming ========");
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StringBuilder chatPrompt = new("""
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<message role="system">You are a librarian, expert about books</message>
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<message role="user">Hi, I'm looking for book suggestions</message>
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""");
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var kernel = Kernel.CreateBuilder()
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.AddAzureAIInferenceChatCompletion(
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modelId: TestConfiguration.AzureAIInference.ChatModelId,
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endpoint: new Uri(TestConfiguration.AzureAIInference.Endpoint),
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apiKey: TestConfiguration.AzureAIInference.ApiKey)
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.Build();
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var reply = await StreamMessageOutputFromKernelAsync(kernel, chatPrompt.ToString());
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chatPrompt.AppendLine($"<message role=\"assistant\"><![CDATA[{reply}]]></message>");
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chatPrompt.AppendLine("<message role=\"user\">I love history and philosophy, I'd like to learn something new about Greece, any suggestion</message>");
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reply = await StreamMessageOutputFromKernelAsync(kernel, chatPrompt.ToString());
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Console.WriteLine(reply);
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}
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/// <summary>
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/// This example demonstrates how the chat completion service streams text content.
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/// It shows how to access the response update via StreamingChatMessageContent.Content property
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/// and alternatively via the StreamingChatMessageContent.Items property.
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/// </summary>
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[Fact]
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public async Task StreamTextFromChatAsync()
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{
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Console.WriteLine("======== Stream Text from Chat Content ========");
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// Create chat completion service
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var chatService = new ChatCompletionsClient(
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endpoint: new Uri(TestConfiguration.AzureAIInference.Endpoint),
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credential: new Azure.AzureKeyCredential(TestConfiguration.AzureAIInference.ApiKey!))
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.AsIChatClient(TestConfiguration.AzureAIInference.ChatModelId)
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.AsChatCompletionService();
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// Create chat history with initial system and user messages
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ChatHistory chatHistory = new("You are a librarian, an expert on books.");
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chatHistory.AddUserMessage("Hi, I'm looking for book suggestions.");
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chatHistory.AddUserMessage("I love history and philosophy. I'd like to learn something new about Greece, any suggestion?");
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// Start streaming chat based on the chat history
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await foreach (StreamingChatMessageContent chatUpdate in chatService.GetStreamingChatMessageContentsAsync(chatHistory))
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{
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// Access the response update via StreamingChatMessageContent.Content property
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Console.Write(chatUpdate.Content);
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// Alternatively, the response update can be accessed via the StreamingChatMessageContent.Items property
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Console.Write(chatUpdate.Items.OfType<StreamingTextContent>().FirstOrDefault());
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}
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}
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/// <summary>
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/// Starts streaming chat with the chat completion service.
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/// </summary>
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/// <param name="chatCompletionService">The chat completion service instance.</param>
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private async Task StartStreamingChatAsync(IChatCompletionService chatCompletionService)
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{
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Console.WriteLine("Chat content:");
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Console.WriteLine("------------------------");
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var chatHistory = new ChatHistory("You are a librarian, expert about books");
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OutputLastMessage(chatHistory);
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// First user message
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chatHistory.AddUserMessage("Hi, I'm looking for book suggestions");
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OutputLastMessage(chatHistory);
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// First assistant message
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await StreamMessageOutputAsync(chatCompletionService, chatHistory, AuthorRole.Assistant);
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// Second user message
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chatHistory.AddUserMessage("I love history and philosophy, I'd like to learn something new about Greece, any suggestion?");
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OutputLastMessage(chatHistory);
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// Second assistant message
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await StreamMessageOutputAsync(chatCompletionService, chatHistory, AuthorRole.Assistant);
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}
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/// <summary>
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/// Outputs the chat history by streaming the message output from the kernel.
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/// </summary>
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/// <param name="kernel">The kernel instance.</param>
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/// <param name="prompt">The prompt message.</param>
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/// <returns>The full message output from the kernel.</returns>
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private async Task<string> StreamMessageOutputFromKernelAsync(Kernel kernel, string prompt)
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{
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bool roleWritten = false;
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string fullMessage = string.Empty;
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await foreach (var chatUpdate in kernel.InvokePromptStreamingAsync<StreamingChatMessageContent>(prompt))
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{
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if (!roleWritten && chatUpdate.Role.HasValue)
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{
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Console.Write($"{chatUpdate.Role.Value}: {chatUpdate.Content}");
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roleWritten = true;
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}
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if (chatUpdate.Content is { Length: > 0 })
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{
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fullMessage += chatUpdate.Content;
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Console.Write(chatUpdate.Content);
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}
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}
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Console.WriteLine("\n------------------------");
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return fullMessage;
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}
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}
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