wehub-resource-sync
110 lines
4.2 KiB
C#
110 lines
4.2 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
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using Azure.AI.OpenAI;
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using Azure.Identity;
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using Microsoft.Agents.AI;
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using Microsoft.Agents.AI.Workflows;
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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.Agents.Orchestration;
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using Microsoft.SemanticKernel.Agents.Orchestration.Concurrent;
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using Microsoft.SemanticKernel.Agents.Runtime.InProcess;
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var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
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var deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT_NAME") ?? "gpt-4o-mini";
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var agentInstructions = "You are a translation assistant who only responds in {0}. Respond to any input by outputting the name of the input language and then translating the input to {0}.";
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// This sample compares running concurrent orchestrations using
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// Semantic Kernel and the Agent Framework.
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Console.WriteLine("=== Semantic Kernel Concurrent Orchestration ===");
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await SKConcurrentOrchestration();
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Console.WriteLine("\n=== Agent Framework Concurrent Agent Workflow ===");
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await AFConcurrentAgentWorkflow();
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# region SKConcurrentOrchestration
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#pragma warning disable SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed.
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async Task SKConcurrentOrchestration()
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{
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ConcurrentOrchestration orchestration = new([
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GetSKTranslationAgent("French"),
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GetSKTranslationAgent("Spanish")])
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{
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StreamingResponseCallback = StreamingResultCallback,
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};
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InProcessRuntime runtime = new();
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await runtime.StartAsync();
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// Run the orchestration
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OrchestrationResult<string[]> result = await orchestration.InvokeAsync("Hello, world!", runtime);
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string[] texts = await result.GetValueAsync(TimeSpan.FromSeconds(20));
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await runtime.RunUntilIdleAsync();
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}
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#pragma warning restore SKEXP0110 // Type is for evaluation purposes only and is subject to change or removal in future updates. Suppress this diagnostic to proceed.
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ChatCompletionAgent GetSKTranslationAgent(string targetLanguage)
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{
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var kernel = Kernel.CreateBuilder().AddAzureOpenAIChatCompletion(deploymentName, endpoint, new AzureCliCredential()).Build();
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return new ChatCompletionAgent()
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{
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Kernel = kernel,
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Instructions = string.Format(agentInstructions, targetLanguage),
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Description = $"Agent that translates texts to {targetLanguage}",
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Name = $"SKTranslationAgent_{targetLanguage}"
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};
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}
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ValueTask StreamingResultCallback(StreamingChatMessageContent streamedResponse, bool isFinal)
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{
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Console.Write(streamedResponse.Content);
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if (isFinal)
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{
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Console.WriteLine();
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}
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return ValueTask.CompletedTask;
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}
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# endregion
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# region AFConcurrentAgentWorkflow
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async Task AFConcurrentAgentWorkflow()
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{
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var client = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()).GetChatClient(deploymentName).AsIChatClient();
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var frenchAgent = GetAFTranslationAgent("French", client);
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var spanishAgent = GetAFTranslationAgent("Spanish", client);
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var concurrentAgentWorkflow = AgentWorkflowBuilder.BuildConcurrent([frenchAgent, spanishAgent]);
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await using StreamingRun run = await InProcessExecution.RunStreamingAsync(concurrentAgentWorkflow, "Hello, world!");
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await run.TrySendMessageAsync(new TurnToken(emitEvents: true));
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string? lastExecutorId = null;
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await foreach (WorkflowEvent evt in run.WatchStreamAsync().ConfigureAwait(false))
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{
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if (evt is AgentResponseUpdateEvent e)
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{
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if (string.IsNullOrEmpty(e.Update.Text))
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{
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continue;
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}
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if (e.ExecutorId != lastExecutorId)
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{
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lastExecutorId = e.ExecutorId;
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Console.WriteLine();
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Console.Write($"{e.Update.AuthorName}: ");
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}
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Console.Write(e.Update.Text);
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}
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}
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}
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ChatClientAgent GetAFTranslationAgent(string targetLanguage, IChatClient chatClient) =>
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new(chatClient, string.Format(agentInstructions, targetLanguage), name: $"AFTranslationAgent_{targetLanguage}");
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# endregion
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