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Samples/Senaprc.AI.Samples.Agents/AgentKeys.cs

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+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+using AutoGen.Core;
+
+namespace Senaprc.AI.Agents
+{
+    public static class AgentKeys
+    {
+        public static string AgentKey1 = null;
+        public static string AgentKey2 = null;
+        public static string AgentKey3 = null;
+
+        public static Action<IAgent, IMessage, string> SendWechatMessage => async (agent, replyObject, message) =>
+         {
+             string key = null;
+             switch (agent.Name)
+             {
+                 case "行政主管":
+                     key = AgentKeys.AgentKey1;
+                     break;
+                 case "产品经理":
+                     key = AgentKeys.AgentKey2;
+                     break;
+                 case "项目经理":
+                     key = AgentKeys.AgentKey3;
+                     break;
+                 default:
+                     break;
+             }
+
+             if (key != null)
+             {
+                 await Senparc.Weixin.Work.AdvancedAPIs.Webhook.WebhookApi.SendTextAsync(key, message);
+             }
+         };
+    }
+}

Samples/Senaprc.AI.Samples.Agents/Program.cs

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+// See https://aka.ms/new-console-template for more information
+
+using AutoGen;
+using AutoGen.Core;
+using AutoGen.Mistral;
+using AutoGen.SemanticKernel;
+using Microsoft.Extensions.Configuration;
+using Microsoft.Extensions.DependencyInjection;
+using Microsoft.SemanticKernel;
+using Microsoft.SemanticKernel.Plugins.Web;
+using Microsoft.SemanticKernel.Plugins.Web.Bing;
+using Senaprc.AI.Agents;
+using Senaprc.AI.Agents.AgentExtensions;
+using Senaprc.AI.Agents.AgentUtility;
+using Senparc.AI;
+using Senparc.AI.Entities;
+using Senparc.AI.Kernel;
+using Senparc.AI.Kernel.Handlers;
+using Senparc.AI.Samples.Agents;
+using Senparc.CO2NET;
+using Senparc.CO2NET.RegisterServices;
+
+
+var configBuilder = new ConfigurationBuilder();
+var appsettingsJsonFileName = SampleHelper.GetAppSettingsFile();
+configBuilder.AddJsonFile(appsettingsJsonFileName, false, false);
+
+Console.WriteLine("完成 appsettings.json 添加");
+var config = configBuilder.Build();
+
+#region 初始化 Senparc 基座
+
+var senparcSetting = new SenparcSetting();
+config.GetSection("SenparcSetting").Bind(senparcSetting);
+
+var services = new ServiceCollection();
+
+services.AddSenparcGlobalServices(config)
+        .AddSenparcAI(config);
+
+
+Console.WriteLine("完成 ServiceCollection 和 ConfigurationBuilder 初始化");
+#endregion
+
+#region 初始化模型配置
+
+var setting = (SenparcAiSetting)Senparc.AI.Config.SenparcAiSetting;//也可以留空，将自动获取
+
+var _semanticAiHandler = new SemanticAiHandler(setting);
+
+var parameter = new PromptConfigParameter()
+{
+    MaxTokens = 2000,
+    Temperature = 0.7,
+    TopP = 0.5,
+};
+
+var iWantToRunConfig = _semanticAiHandler.IWantTo(setting)
+                .ConfigModel(ConfigModel.Chat, "JeffreySu");
+
+
+var bingSearchAPIKey = config.GetSection("BingSearchAPIKey").Value;
+
+var bingSearch = new BingConnector(bingSearchAPIKey);
+var webSearchPlugin = new WebSearchEnginePlugin(bingSearch);
+iWantToRunConfig.Kernel.Plugins.AddFromObject(webSearchPlugin);
+
+var iWantToRun = iWantToRunConfig.BuildKernel();
+var kernel = iWantToRun.Kernel;
+
+#endregion
+
+#region 企业微信用的 AgentKey
+
+AgentKeys.AgentKey1 = config.GetSection("AgentKey1").Value;
+AgentKeys.AgentKey2 = config.GetSection("AgentKey2").Value;
+AgentKeys.AgentKey3 = config.GetSection("AgentKey3").Value;
+
+#endregion
+
+// Create the Administrtor
+var administrator = new SemanticKernelAgent(
+    kernel: kernel,
+    name: "行政主管",
+    systemMessage: """
+    你是行政主管，你拥有制定合同、确认项目在公司层面的风险等责任。你正在处理一个项目需求的梳理，并且需要答复客户可行性，以及最终可能的合同条款。
+    你可以向你的下属提问，以获得你想要的答案，并按照要求总结后进行回复。
+
+    请注意：每一项决策都必须至少通过产品经理、项目经理的反馈和确认，才能最终给出最终的回复。
+
+    这些是你的下属:
+    - 产品经理：产品经理负责产品的功能设计和产品的功能规划。
+    - 项目经理: 项目经理负责所有项目的开发任务的安排和功能可行性的评估。
+    """)
+    .RegisterTextMessageConnector()
+    .RegisterCustomPrintMessage(new PrintWechatMessageMiddleware(AgentKeys.SendWechatMessage));
+
+// Create the Product Manager
+var productManager = new SemanticKernelAgent(
+       kernel: kernel,
+       name: "产品经理",
+       systemMessage: """
+       你是产品经理，你向行政主管负责，并且负责回答他的所有问题。
+
+       为了确保你有最新的信息，你可以使用网络搜索插件在回答问题之前在网上搜索信息，也可以根据你的经验，按照要求回答问题，并作出相对应的规划和决策。
+       """)
+    .RegisterTextMessageConnector()
+    .RegisterCustomPrintMessage(new PrintWechatMessageMiddleware(AgentKeys.SendWechatMessage));
+
+// Create the Project Manager
+var projectManager = new SemanticKernelAgent(
+       kernel: kernel,
+       name: "项目经理",
+       systemMessage: """
+       你是项目经理，你向行政主管负责，并且负责回答他的所有问题。
+       产品经理可能会告诉你项目的规划方案，此时你需要对其进行评估，并安排对应的开发任务。
+
+       为了确保你有最新的信息，你可以使用网络搜索插件在回答问题之前在网上搜索信息，也可以根据你的经验，按照要求回答问题，并作出相对应的规划和决策。
+
+       当安排项目开发任务时，你的任务安排中需要包含这些人员的名字具体的任务安排，任务需要细分到具体的开发内容而不仅仅是功能点
+       """)
+    .RegisterTextMessageConnector()
+    .RegisterCustomPrintMessage(new PrintWechatMessageMiddleware(AgentKeys.SendWechatMessage));
+
+
+// Create the hearing member
+var hearingMember = new UserProxyAgent(name: "BA");
+
+// Create the group admin
+var admin = new SemanticKernelAgent(
+    kernel: kernel,
+    name: "admin",
+    systemMessage: "你是群管理员.")
+    .RegisterTextMessageConnector();
+
+// Create the AI team
+// define the transition among group members
+// we only allow the following transitions:
+// hearingMember -> 行政
+// 行政 -> 项目经理
+// 行政 -> 产品经理
+// 项目经理 -> 行政
+// 产品经理 -> 行政
+// 行政 -> hearingMember
+
+#region 旧方法
+
+//var hearingMember2Administrator = Transition.Create(hearingMember, administrator);
+
+//var admin2ProjectManager = Transition.Create(administrator, projectManager);
+//var admin2ProductManager = Transition.Create(administrator, productManager);
+//var projectManager2Administrator = Transition.Create(projectManager, administrator);
+//var productManager2Administrator = Transition.Create(productManager, administrator);
+
+//var administrator2HearingMember = Transition.Create(administrator, hearingMember);
+
+//var graph = new Graph([hearingMember2Administrator,
+//    admin2ProjectManager,
+//    admin2ProductManager,
+//    projectManager2Administrator,
+//    productManager2Administrator,
+//    administrator2HearingMember]);
+
+//var aiTeam = new GroupChat(
+//    members: graphConnect.Agents.Values,
+//    admin: admin,
+//    workflow: graphConnect.Graph);
+
+#endregion
+
+var graphConnector = GraphBuilder.Start()
+    .ConnectFrom(hearingMember).TwoWay(administrator)
+    .ConnectFrom(administrator).TwoWay(projectManager).AlsoTwoWay(productManager)
+    .Finish();
+
+var aiTeam = graphConnector.CreateAiTeam(admin);
+
+// start the chat
+// generate a greeting message to hearing member from Administrator
+var greetingMessage = await administrator.SendAsync("你好，如果已经就绪，请告诉我们“已就位”，并和 BA 打个招呼");
+
+await administrator.SendMessageToGroupAsync(
+    groupChat: aiTeam,
+    chatHistory: [greetingMessage],
+    maxRound: 20);
+

Samples/Senaprc.AI.Samples.Agents/SampleHelper.cs

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+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace Senparc.AI.Samples.Agents
+{
+    public static class SampleHelper
+    {
+        //public static string Default_Chat_ModeName = "gpt-35-turbo";//"chatglm2";//"gpt-35-turbo";//gpt-4-1106
+        //public static string Default_TextCompletion_ModeName = "text-davinci-003";//gpt-4-1106
+        //public static string Default_TextEmbedding_ModeName = "text-embedding-ada-002";
+        //public static string Default_TextCompletion_ModeName = "chatglm2";
+        //public static string Default_TextEmbedding_ModeName = "chatglm2";
+
+        /// <summary>
+        /// Get AppSettings file name.
+        /// </summary>
+        /// <returns></returns>
+        public static string GetAppSettingsFile()
+        {
+            if (File.Exists("appsettings.Development.json"))
+            {
+                Console.WriteLine("use appsettings.Development.json");
+                return "appsettings.Development.json";
+            }
+
+            Console.WriteLine("use appsettings.json");
+
+            return "appsettings.json";
+        }
+
+    }
+}

Samples/Senaprc.AI.Samples.Agents/Senaprc.AI.Samples.Agents.csproj

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+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <OutputType>Exe</OutputType>
+    <TargetFramework>net8.0</TargetFramework>
+    <ImplicitUsings>enable</ImplicitUsings>
+    <Nullable>enable</Nullable>
+	  <NoWarn>SKEXP0050;</NoWarn>
+  </PropertyGroup>
+
+  <ItemGroup>
+    <Compile Remove="bak\**" />
+    <EmbeddedResource Remove="bak\**" />
+    <None Remove="bak\**" />
+  </ItemGroup>
+
+  <ItemGroup>
+    <None Remove="appsettings.Development.json" />
+    <None Remove="appsettings.json" />
+  </ItemGroup>
+
+  <ItemGroup>
+    <Content Include="appsettings.Development.json">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </Content>
+    <Content Include="appsettings.json">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </Content>
+  </ItemGroup>
+
+  <ItemGroup>
+    <PackageReference Include="AutoGen" Version="0.0.13" />
+    <PackageReference Include="Microsoft.Extensions.Configuration.Json" Version="8.0.0" />
+    <PackageReference Include="Microsoft.SemanticKernel.Plugins.Web" Version="1.11.1-alpha" />
+    <PackageReference Include="Senparc.Weixin.Work" Version="3.21.1" />
+    <PackageReference Include="Senparc.Weixin.Work.Middleware" Version="1.2.1" />
+  </ItemGroup>
+
+  <ItemGroup>
+    <ProjectReference Include="..\..\src\Senparc.AI.Agents\Senparc.AI.Agents.csproj" />
+    <ProjectReference Include="..\..\src\Senparc.AI.Kernel\Senparc.AI.Kernel.csproj" />
+    <ProjectReference Include="..\..\src\Senparc.AI\Senparc.AI.csproj" />
+  </ItemGroup>
+
+</Project>