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.Agents.Orchestration;
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using Microsoft.SemanticKernel.Agents.Orchestration.Sequential;
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using Microsoft.SemanticKernel.Agents.Runtime.InProcess;
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namespace GettingStarted.Orchestration;
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/// <summary>
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/// Demonstrates how to use the <see cref="SequentialOrchestration"/> for
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/// executing multiple agents in sequence, i.e.the output of one agent is
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/// the input to the next agent.
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/// </summary>
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public class Step02_Sequential(ITestOutputHelper output) : BaseOrchestrationTest(output)
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{
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[Theory]
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[InlineData(false)]
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[InlineData(true)]
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public async Task SequentialTaskAsync(bool streamedResponse)
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{
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// Define the agents
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ChatCompletionAgent analystAgent =
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this.CreateChatCompletionAgent(
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name: "Analyst",
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instructions:
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"""
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You are a marketing analyst. Given a product description, identify:
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- Key features
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- Target audience
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- Unique selling points
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""",
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description: "A agent that extracts key concepts from a product description.");
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ChatCompletionAgent writerAgent =
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this.CreateChatCompletionAgent(
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name: "copywriter",
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instructions:
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"""
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You are a marketing copywriter. Given a block of text describing features, audience, and USPs,
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compose a compelling marketing copy (like a newsletter section) that highlights these points.
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Output should be short (around 150 words), output just the copy as a single text block.
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""",
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description: "An agent that writes a marketing copy based on the extracted concepts.");
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ChatCompletionAgent editorAgent =
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this.CreateChatCompletionAgent(
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name: "editor",
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instructions:
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"""
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You are an editor. Given the draft copy, correct grammar, improve clarity, ensure consistent tone,
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give format and make it polished. Output the final improved copy as a single text block.
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""",
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description: "An agent that formats and proofreads the marketing copy.");
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// Create a monitor to capturing agent responses (via ResponseCallback)
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// to display at the end of this sample. (optional)
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// NOTE: Create your own callback to capture responses in your application or service.
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OrchestrationMonitor monitor = new();
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// Define the orchestration
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SequentialOrchestration orchestration =
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new(analystAgent, writerAgent, editorAgent)
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{
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LoggerFactory = this.LoggerFactory,
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ResponseCallback = monitor.ResponseCallback,
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StreamingResponseCallback = streamedResponse ? monitor.StreamingResultCallback : null,
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};
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// Start the runtime
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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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string input = "An eco-friendly stainless steel water bottle that keeps drinks cold for 24 hours";
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Console.WriteLine($"\n# INPUT: {input}\n");
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OrchestrationResult<string> result = await orchestration.InvokeAsync(input, runtime);
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string text = await result.GetValueAsync(TimeSpan.FromSeconds(ResultTimeoutInSeconds));
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Console.WriteLine($"\n# RESULT: {text}");
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await runtime.RunUntilIdleAsync();
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Console.WriteLine("\n\nORCHESTRATION HISTORY");
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foreach (ChatMessageContent message in monitor.History)
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{
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this.WriteAgentChatMessage(message);
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}
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}
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}
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