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270 lines
11 KiB
C#
270 lines
11 KiB
C#
// Copyright (c) Microsoft Corporation. All rights reserved.
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// RolePlayToolCallOrchestratorTests.cs
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using System;
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using System.Collections.Generic;
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using System.Threading.Tasks;
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using AutoGen.OpenAI.Orchestrator;
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using AutoGen.Tests;
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using Azure.AI.OpenAI;
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using FluentAssertions;
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using Moq;
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using OpenAI;
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using OpenAI.Chat;
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using Xunit;
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namespace AutoGen.OpenAI.Tests;
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public class RolePlayToolCallOrchestratorTests
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{
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[Fact]
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public async Task ItReturnNullWhenNoCandidateIsAvailableAsync()
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{
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var chatClient = Mock.Of<ChatClient>();
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var orchestrator = new RolePlayToolCallOrchestrator(chatClient);
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var context = new OrchestrationContext
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{
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Candidates = [],
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ChatHistory = [],
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};
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var speaker = await orchestrator.GetNextSpeakerAsync(context);
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speaker.Should().BeNull();
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}
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[Fact]
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public async Task ItReturnCandidateWhenOnlyOneCandidateIsAvailableAsync()
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{
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var chatClient = Mock.Of<ChatClient>();
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var alice = new EchoAgent("Alice");
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var orchestrator = new RolePlayToolCallOrchestrator(chatClient);
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var context = new OrchestrationContext
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{
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Candidates = [alice],
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ChatHistory = [],
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};
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var speaker = await orchestrator.GetNextSpeakerAsync(context);
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speaker.Should().Be(alice);
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}
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[Fact]
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public async Task ItSelectNextSpeakerFromWorkflowIfProvided()
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{
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var workflow = new Graph();
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var alice = new EchoAgent("Alice");
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var bob = new EchoAgent("Bob");
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var charlie = new EchoAgent("Charlie");
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workflow.AddTransition(Transition.Create(alice, bob));
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workflow.AddTransition(Transition.Create(bob, charlie));
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workflow.AddTransition(Transition.Create(charlie, alice));
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var client = Mock.Of<ChatClient>();
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var orchestrator = new RolePlayToolCallOrchestrator(client, workflow);
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var context = new OrchestrationContext
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{
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Candidates = [alice, bob, charlie],
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ChatHistory =
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[
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new TextMessage(Role.User, "Hello, Bob", from: "Alice"),
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],
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};
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var speaker = await orchestrator.GetNextSpeakerAsync(context);
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speaker.Should().Be(bob);
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}
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[Fact]
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public async Task ItReturnNullIfNoAvailableAgentFromWorkflowAsync()
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{
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var workflow = new Graph();
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var alice = new EchoAgent("Alice");
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var bob = new EchoAgent("Bob");
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workflow.AddTransition(Transition.Create(alice, bob));
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var client = Mock.Of<ChatClient>();
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var orchestrator = new RolePlayToolCallOrchestrator(client, workflow);
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var context = new OrchestrationContext
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{
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Candidates = [alice, bob],
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ChatHistory =
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[
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new TextMessage(Role.User, "Hello, Alice", from: "Bob"),
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],
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};
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var speaker = await orchestrator.GetNextSpeakerAsync(context);
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speaker.Should().BeNull();
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}
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[ApiKeyFact("AZURE_OPENAI_API_KEY", "AZURE_OPENAI_ENDPOINT", "AZURE_OPENAI_DEPLOY_NAME")]
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public async Task GPT_3_5_CoderReviewerRunnerTestAsync()
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{
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var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new Exception("Please set AZURE_OPENAI_ENDPOINT environment variable.");
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var key = Environment.GetEnvironmentVariable("AZURE_OPENAI_API_KEY") ?? throw new Exception("Please set AZURE_OPENAI_API_KEY environment variable.");
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var deployName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOY_NAME") ?? throw new Exception("Please set AZURE_OPENAI_DEPLOY_NAME environment variable.");
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var openaiClient = new AzureOpenAIClient(new Uri(endpoint), new System.ClientModel.ApiKeyCredential(key));
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var chatClient = openaiClient.GetChatClient(deployName);
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await BusinessWorkflowTest(chatClient);
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await CoderReviewerRunnerTestAsync(chatClient);
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}
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[ApiKeyFact("OPENAI_API_KEY")]
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public async Task GPT_4o_CoderReviewerRunnerTestAsync()
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{
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var apiKey = Environment.GetEnvironmentVariable("OPENAI_API_KEY") ?? throw new InvalidOperationException("OPENAI_API_KEY is not set");
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var model = "gpt-4o";
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var openaiClient = new OpenAIClient(apiKey);
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var chatClient = openaiClient.GetChatClient(model);
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await BusinessWorkflowTest(chatClient);
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await CoderReviewerRunnerTestAsync(chatClient);
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}
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[ApiKeyFact("OPENAI_API_KEY")]
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public async Task GPT_4o_mini_CoderReviewerRunnerTestAsync()
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{
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var apiKey = Environment.GetEnvironmentVariable("OPENAI_API_KEY") ?? throw new InvalidOperationException("OPENAI_API_KEY is not set");
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var model = "gpt-4o-mini";
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var openaiClient = new OpenAIClient(apiKey);
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var chatClient = openaiClient.GetChatClient(model);
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await BusinessWorkflowTest(chatClient);
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await CoderReviewerRunnerTestAsync(chatClient);
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}
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/// <summary>
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/// This test is to mimic the conversation among coder, reviewer and runner.
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/// The coder will write the code, the reviewer will review the code, and the runner will run the code.
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/// </summary>
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/// <param name="client"></param>
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/// <returns></returns>
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private async Task CoderReviewerRunnerTestAsync(ChatClient client)
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{
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var coder = new EchoAgent("Coder");
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var reviewer = new EchoAgent("Reviewer");
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var runner = new EchoAgent("Runner");
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var user = new EchoAgent("User");
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var initializeMessage = new List<IMessage>
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{
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new TextMessage(Role.User, "Hello, I am user, I will provide the coding task, please write the code first, then review and run it", from: "User"),
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new TextMessage(Role.User, "Hello, I am coder, I will write the code", from: "Coder"),
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new TextMessage(Role.User, "Hello, I am reviewer, I will review the code", from: "Reviewer"),
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new TextMessage(Role.User, "Hello, I am runner, I will run the code", from: "Runner"),
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new TextMessage(Role.User, "how to print 'hello world' using C#", from: user.Name),
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};
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var chatHistory = new List<IMessage>()
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{
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new TextMessage(Role.User, """
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```csharp
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Console.WriteLine("Hello World");
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```
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""", from: coder.Name),
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new TextMessage(Role.User, "The code looks good", from: reviewer.Name),
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new TextMessage(Role.User, "The code runs successfully, the output is 'Hello World'", from: runner.Name),
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};
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var orchestrator = new RolePlayToolCallOrchestrator(client);
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foreach (var message in chatHistory)
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{
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var context = new OrchestrationContext
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{
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Candidates = [coder, reviewer, runner, user],
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ChatHistory = initializeMessage,
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};
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var speaker = await orchestrator.GetNextSpeakerAsync(context);
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speaker!.Name.Should().Be(message.From);
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initializeMessage.Add(message);
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}
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// the last next speaker should be the user
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var lastSpeaker = await orchestrator.GetNextSpeakerAsync(new OrchestrationContext
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{
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Candidates = [coder, reviewer, runner, user],
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ChatHistory = initializeMessage,
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});
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lastSpeaker!.Name.Should().Be(user.Name);
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}
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// test if the tool call orchestrator still run business workflow when the conversation is not in English
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private async Task BusinessWorkflowTest(ChatClient client)
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{
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var ceo = new EchoAgent("乙方首席执行官");
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var pm = new EchoAgent("乙方项目经理");
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var dev = new EchoAgent("乙方开发人员");
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var user = new EchoAgent("甲方");
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var initializeMessage = new List<IMessage>
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{
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new TextMessage(Role.User, "你好，我是你们的甲方", from: user.Name),
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new TextMessage(Role.User, "你好，我是乙方首席执行官，我将负责对接甲方和给项目经理及开发人员分配任务", from: ceo.Name),
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new TextMessage(Role.User, "你好，我是乙方项目经理，我将负责项目的进度和质量", from: pm.Name),
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new TextMessage(Role.User, "你好，我是乙方开发人员 我将负责项目的具体开发", from: dev.Name),
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new TextMessage(Role.User, "开发一个淘宝，预算1W", from: user.Name),
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};
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var workflow = new Graph();
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workflow.AddTransition(Transition.Create(ceo, pm));
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workflow.AddTransition(Transition.Create(ceo, dev));
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workflow.AddTransition(Transition.Create(pm, ceo));
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workflow.AddTransition(Transition.Create(dev, ceo));
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workflow.AddTransition(Transition.Create(user, ceo));
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workflow.AddTransition(Transition.Create(ceo, user));
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var chatHistory = new List<IMessage>()
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{
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new TextMessage(Role.User, """
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项目经理，如何使用1W预算开发一个淘宝
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""", from: ceo.Name),
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new TextMessage(Role.User, """
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对于1万预算开发淘宝类网站,以下是关键建议:
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技术选择:
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- 使用开源电商系统节省成本, 选择便宜但稳定的云服务器和域名,预算2000元/年
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- 核心功能优先
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- 人员安排:
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- 找1位全栈开发,负责系统搭建(6000元)
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- 1位兼职UI设计(2000元)
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- 进度规划:
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- 基础功能1个月完成,后续根据运营情况逐步优化。
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""", from: pm.Name),
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new TextMessage(Role.User, "好的，开发人员，请根据项目经理的规划开始开发", from: ceo.Name),
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new TextMessage(Role.User, """
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好的，已开发完毕
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```html
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<button class="taobao-button" onclick="window.location.href='https://www.taobao.com'">
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Visit Taobao
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</button>
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```
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""", from: dev.Name),
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new TextMessage(Role.User, "好的，项目已完成，甲方请付款", from: ceo.Name),
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};
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var orchestrator = new RolePlayToolCallOrchestrator(client, workflow);
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foreach (var message in chatHistory)
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{
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var context = new OrchestrationContext
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{
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Candidates = [ceo, pm, dev, user],
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ChatHistory = initializeMessage,
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};
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var speaker = await orchestrator.GetNextSpeakerAsync(context);
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speaker!.Name.Should().Be(message.From);
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initializeMessage.Add(message);
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}
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// the last next speaker should be the user
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var lastSpeaker = await orchestrator.GetNextSpeakerAsync(new OrchestrationContext
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{
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Candidates = [ceo, pm, dev, user],
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ChatHistory = initializeMessage,
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});
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lastSpeaker!.Name.Should().Be(user.Name);
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}
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}
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