diff --git a/Docs/01.概述.ipynb b/Docs/01.概述.ipynb new file mode 100644 index 0000000..77babe0 --- /dev/null +++ b/Docs/01.概述.ipynb @@ -0,0 +1,100 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "4fa88424", + "metadata": {}, + "source": [ + "语义内核简介\n", + "===========" + ] + }, + { + "cell_type": "markdown", + "id": "d3a87a3d", + "metadata": {}, + "source": [ + "语义内核是一种轻型开源开发工具包，可用于轻松生成 AI 代理并将最新的 AI 模型集成到 C#、Python 或 Java 代码库中。 它充当一个高效的中间件，可实现企业级解决方案的快速交付。" + ] + }, + { + "cell_type": "markdown", + "id": "a89e87bd", + "metadata": {}, + "source": [ + "## 面向企业" + ] + }, + { + "cell_type": "markdown", + "id": "3120c4a2", + "metadata": {}, + "source": [ + "Microsoft和其他财富 500 强公司已经利用语义内核，因为它灵活、模块化和可观察。 通过增强安全性的功能（如遥测支持和挂钩和筛选器）提供支持，因此你有信心大规模交付负责任的 AI 解决方案。\n", + "\n", + "跨 C#、Python 和 Java 的 1.0+ 版本支持意味着它可靠，致力于非中断性变更。 可以轻松扩展任何基于聊天的现有 API，以支持其他形式，例如语音和视频。\n", + "\n", + "语义内核设计为未来证明，可以轻松地将代码连接到随着技术的发展而演变的最新 AI 模型。 发布新模型后，只需将它们交换出来，而无需重写整个代码库。\n", + "\n", + "![企业就绪](./Assets/Images/enterprise-ready.png)" + ] + }, + { + "cell_type": "markdown", + "id": "92c4f3c8", + "metadata": {}, + "source": [ + "## 业务流程自动化" + ] + }, + { + "cell_type": "markdown", + "id": "bfe6b13a", + "metadata": {}, + "source": [ + "语义内核将提示与现有 API 组合在一起以执行操作。 通过将现有代码描述为 AI 模型，将调用它们来处理请求。 发出请求时，模型调用函数，语义内核是将模型请求转换为函数调用的中间件，并将结果传回模型。" + ] + }, + { + "cell_type": "markdown", + "id": "11e159fe", + "metadata": {}, + "source": [ + "## 模块化和可扩展" + ] + }, + { + "cell_type": "markdown", + "id": "6c31d657", + "metadata": {}, + "source": [ + "通过将现有代码添加为插件，你可以通过一组现成的连接器灵活集成 AI 服务来最大化投资。 语义内核使用 OpenAPI 规范（如 Microsoft 365 Copilot），以便你可以与公司中的其他专业或低代码开发人员共享任何扩展。\n", + "![模块化和可扩展](./Assets/Images/designed-for-modular-extensibility.png)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".NET (C#)", + "language": "C#", + "name": ".net-csharp" + }, + "language_info": { + "name": "polyglot-notebook" + }, + "polyglot_notebook": { + "kernelInfo": { + "defaultKernelName": "csharp", + "items": [ + { + "aliases": [], + "languageName": "csharp", + "name": "csharp" + } + ] + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Docs/02.1.快速入门指南.ipynb b/Docs/02.1.快速入门指南.ipynb new file mode 100644 index 0000000..44838f8 --- /dev/null +++ b/Docs/02.1.快速入门指南.ipynb @@ -0,0 +1,293 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "261d91b6", + "metadata": {}, + "source": [ + "快速入门指南\n", + "===========" + ] + }, + { + "cell_type": "markdown", + "id": "034c3c59", + "metadata": {}, + "source": [ + "只需执行几个步骤，即可在 Python、.NET 或 Java 中使用语义内核生成第一个 AI 代理。以C#为例： \n", + "\n", + "+ 安装所需的包\n", + "+ 使用 AI 创建来回对话\n", + "+ 使 AI 代理能够运行代码\n", + "+ 观看 AI 动态创建计划" + ] + }, + { + "cell_type": "markdown", + "id": "70d6d69f", + "metadata": {}, + "source": [ + "## 初始化基础设施" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "becd4e47", + "metadata": { + "language_info": { + "name": "polyglot-notebook" + }, + "polyglot_notebook": { + "kernelName": "csharp" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "初始化完毕！\r\n" + ] + } + ], + "source": [ + "#!import ./ini.ipynb" + ] + }, + { + "cell_type": "markdown", + "id": "f942ceb2", + "metadata": {}, + "source": [ + "## 安装 SDK" + ] + }, + { + "cell_type": "markdown", + "id": "145ba5d7", + "metadata": {}, + "source": [ + "语义内核有多个 NuGet 包可用。 但是，对于大多数方案，通常只需要 Microsoft.SemanticKernel。\n", + "\n", + "可以使用以下命令安装它：\n", + "\n", + "```Bash\n", + " dotnet add package Microsoft.SemanticKernel\n", + "```\n", + "\n", + "有关 Nuget 包的完整列表，请参阅 [支持的语言文章](https://learn.microsoft.com/zh-cn/semantic-kernel/get-started/supported-languages?pivots=programming-language-csharp)。" + ] + }, + { + "cell_type": "markdown", + "id": "6e796f0a", + "metadata": {}, + "source": [ + "## 快速开始使用笔记本" + ] + }, + { + "cell_type": "markdown", + "id": "d3ecfe91", + "metadata": {}, + "source": [ + "C# 开发人员，可以快速开始使用笔记本。 这些笔记本提供了有关如何使用语义内核生成 AI 代理的分步指南。\n", + "![快速开始](./Assets/Images/getting_started_notebooks.png)\n", + "\n", + "要开始，请按照以下步骤操作：\n", + "\n", + "1. 克隆[语义内核存储库](https://github.com/microsoft/semantic-kernel)\n", + "2. 在 Visual Studio Code 中打开存储库\n", + "3. 导航到 _/dotnet/notebooks\n", + "4. 打开 00-getting-started.ipynb 以开始设置环境并创建第一个 AI 代理！\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "7e1ffa9a", + "metadata": {}, + "source": [ + "## 编写第一个控制台应用" + ] + }, + { + "cell_type": "markdown", + "id": "eeba44ee", + "metadata": {}, + "source": [ + "1. 使用以下命令创建新的 .NET 控制台项目：\n", + "\n", + " ```bash\n", + " dotnet new console\n", + " ```" + ] + }, + { + "cell_type": "markdown", + "id": "765fd394", + "metadata": {}, + "source": [ + "2. 安装以下 .NET 依赖项：\n", + "\n", + " ```baSH\n", + " dotnet add package Microsoft.SemanticKernel\n", + " dotnet add package Microsoft.Extensions.Logging\n", + " dotnet add package Microsoft.Extensions.Logging.Console\n", + " ```" + ] + }, + { + "cell_type": "markdown", + "id": "8c9b17d0", + "metadata": {}, + "source": [ + "3. 将 Program.cs 文件的内容替换为以下代码：\n", + "\n", + "```csharp\n", + " // Import packages\n", + " using Microsoft.Extensions.DependencyInjection;\n", + " using Microsoft.Extensions.Logging;\n", + " using Microsoft.SemanticKernel;\n", + " using Microsoft.SemanticKernel.ChatCompletion;\n", + " using Microsoft.SemanticKernel.Connectors.OpenAI;\n", + "\n", + " // Populate values from your OpenAI deployment\n", + " var modelId = \"\";\n", + " var endpoint = \"\";\n", + " var apiKey = \"\";\n", + "\n", + " // Create a kernel with Azure OpenAI chat completion\n", + " var builder = Kernel.CreateBuilder().AddAzureOpenAIChatCompletion(modelId, endpoint, apiKey);\n", + "\n", + " // Add enterprise components\n", + " builder.Services.AddLogging(services => services.AddConsole().SetMinimumLevel(LogLevel.Trace));\n", + "\n", + " // Build the kernel\n", + " Kernel kernel = builder.Build();\n", + " var chatCompletionService = kernel.GetRequiredService();\n", + "\n", + " // Add a plugin (the LightsPlugin class is defined below)\n", + " kernel.Plugins.AddFromType(\"Lights\");\n", + "\n", + " // Enable planning\n", + " OpenAIPromptExecutionSettings openAIPromptExecutionSettings = new() \n", + " {\n", + " FunctionChoiceBehavior = FunctionChoiceBehavior.Auto()\n", + " };\n", + "\n", + " // Create a history store the conversation\n", + " var history = new ChatHistory();\n", + "\n", + " // Initiate a back-and-forth chat\n", + " string? userInput;\n", + " do {\n", + " // Collect user input\n", + " Console.Write(\"User > \");\n", + " userInput = Console.ReadLine();\n", + "\n", + " // Add user input\n", + " history.AddUserMessage(userInput);\n", + "\n", + " // Get the response from the AI\n", + " var result = await chatCompletionService.GetChatMessageContentAsync(\n", + " history,\n", + " executionSettings: openAIPromptExecutionSettings,\n", + " kernel: kernel);\n", + "\n", + " // Print the results\n", + " Console.WriteLine(\"Assistant > \" + result);\n", + "\n", + " // Add the message from the agent to the chat history\n", + " history.AddMessage(result.Role, result.Content ?? string.Empty);\n", + " } while (userInput is not null);\n", + "\n", + "```\n", + "\n", + "以下来回聊天应类似于你在控制台中看到的内容。 下面添加了函数调用，以演示 AI 如何在后台利用插件。\n", + "\n", + "| 角色 | 消息 |\n", + "| ------------------ - | ----------- |\n", + "| 🔵 用户 | 请切换灯 |\n", + "| 🔴 助手（函数调用） | LightsPlugin.GetState() |\n", + "| 🟢 工具 | off |\n", + "| 🔴 助手（函数调用） | LightsPlugin.ChangeState(true) |\n", + "| 🟢 工具 | on |\n", + "| 🔴 助手 | 灯现在打开 |\n", + "\n", + "如果有兴趣了解有关上述代码的详细信息，我们将在下一部分中将其分解。" + ] + }, + { + "cell_type": "markdown", + "id": "b7e846a6", + "metadata": {}, + "source": [ + "## 了解代码" + ] + }, + { + "cell_type": "markdown", + "id": "31f3881d", + "metadata": {}, + "source": [ + "为了更轻松地开始使用语义内核构建企业应用，我们创建了一个分步指导你完成创建内核的过程，并使用它与 AI 服务交互。\n", + "\n", + "![过程](./Assets/Images/dotnetmap.png)\n", + "\n", + "在以下部分中，我们将通过演练步骤 1、2、3、4、6、9 和 10 来解包上述示例。 构建由 AI 服务提供支持且可以运行代码的简单代理所需的一切。\n", + "+ 导入包\n", + "+ 添加 AI 服务\n", + "+ 企业组件\n", + "+ 生成内核\n", + "+ 添加内存（已跳过）\n", + "+ 添加插件\n", + "+ 创建内核参数（已跳过）\n", + "+ 创建提示（跳过）\n", + "+ 规划\n", + "+ Invoke" + ] + }, + { + "cell_type": "markdown", + "id": "d9b47cb5", + "metadata": {}, + "source": [ + "### １导入包" + ] + }, + { + "cell_type": "markdown", + "id": "382cfdf5", + "metadata": {}, + "source": [ + "### ２添加 AI 服务" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".NET (C#)", + "language": "C#", + "name": ".net-csharp" + }, + "language_info": { + "name": "polyglot-notebook" + }, + "polyglot_notebook": { + "kernelInfo": { + "defaultKernelName": "csharp", + "items": [ + { + "aliases": [], + "languageName": "csharp", + "name": "csharp" + } + ] + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Docs/02.2.深入示例.ipynb b/Docs/02.2.深入示例.ipynb new file mode 100644 index 0000000..09fc98f --- /dev/null +++ b/Docs/02.2.深入示例.ipynb @@ -0,0 +1,52 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "1d5afbc3", + "metadata": {}, + "source": [ + "深入示例\n", + "=======" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "becd4e47", + "metadata": { + "language_info": { + "name": "polyglot-notebook" + }, + "polyglot_notebook": { + "kernelName": "csharp" + } + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".NET (C#)", + "language": "C#", + "name": ".net-csharp" + }, + "language_info": { + "name": "polyglot-notebook" + }, + "polyglot_notebook": { + "kernelInfo": { + "defaultKernelName": "csharp", + "items": [ + { + "aliases": [], + "languageName": "csharp", + "name": "csharp" + } + ] + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Docs/02.3.支持的语言.ipynb b/Docs/02.3.支持的语言.ipynb new file mode 100644 index 0000000..dd30be1 --- /dev/null +++ b/Docs/02.3.支持的语言.ipynb @@ -0,0 +1,52 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "520bf6a8", + "metadata": {}, + "source": [ + "支持的语言\n", + "=========" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "becd4e47", + "metadata": { + "language_info": { + "name": "polyglot-notebook" + }, + "polyglot_notebook": { + "kernelName": "csharp" + } + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".NET (C#)", + "language": "C#", + "name": ".net-csharp" + }, + "language_info": { + "name": "polyglot-notebook" + }, + "polyglot_notebook": { + "kernelInfo": { + "defaultKernelName": "csharp", + "items": [ + { + "aliases": [], + "languageName": "csharp", + "name": "csharp" + } + ] + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Docs/Assets/Images/designed-for-modular-extensibility.png b/Docs/Assets/Images/designed-for-modular-extensibility.png new file mode 100644 index 0000000..224e627 Binary files /dev/null and b/Docs/Assets/Images/designed-for-modular-extensibility.png differ diff --git a/Docs/Assets/Images/dotnetmap.png b/Docs/Assets/Images/dotnetmap.png new file mode 100644 index 0000000..4279953 Binary files /dev/null and b/Docs/Assets/Images/dotnetmap.png differ diff --git a/Docs/Assets/Images/enterprise-ready.png b/Docs/Assets/Images/enterprise-ready.png new file mode 100644 index 0000000..f1475cc Binary files /dev/null and b/Docs/Assets/Images/enterprise-ready.png differ diff --git a/Docs/Assets/Images/getting_started_notebooks.png b/Docs/Assets/Images/getting_started_notebooks.png new file mode 100644 index 0000000..aa6e555 Binary files /dev/null and b/Docs/Assets/Images/getting_started_notebooks.png differ diff --git a/Docs/Ini.ipynb b/Docs/Ini.ipynb new file mode 100644 index 0000000..61deb55 --- /dev/null +++ b/Docs/Ini.ipynb @@ -0,0 +1,57 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "34fd7745", + "metadata": { + "language_info": { + "name": "polyglot-notebook" + }, + "polyglot_notebook": { + "kernelName": "csharp" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "初始化完毕！\r\n" + ] + } + ], + "source": [ + "/** 初始化文档\n", + " 全局共用文件，包括 Nuget包引用、全局类库引用、全局文件引用、全局命名空间引用、全局变量、全局方法、全局类定义等功能;\n", + " 在业务笔记中引用，执行其它单元格之前先执行一次。\n", + "*/\n", + "Console.WriteLine(\"初始化完毕！\");" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".NET (C#)", + "language": "C#", + "name": ".net-csharp" + }, + "language_info": { + "name": "polyglot-notebook" + }, + "polyglot_notebook": { + "kernelInfo": { + "defaultKernelName": "csharp", + "items": [ + { + "aliases": [], + "languageName": "csharp", + "name": "csharp" + } + ] + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Docs/练习.ipynb b/Docs/练习.ipynb new file mode 100644 index 0000000..b28cc01 --- /dev/null +++ b/Docs/练习.ipynb @@ -0,0 +1,331 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e9d75564", + "metadata": {}, + "source": [ + "学习SK\n", + "========" + ] + }, + { + "cell_type": "markdown", + "id": "9f04db50", + "metadata": {}, + "source": [ + "## 初始化" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "417cef62", + "metadata": { + "language_info": { + "name": "polyglot-notebook" + }, + "polyglot_notebook": { + "kernelName": "csharp" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
Installed Packages
  • Microsoft.Extensions.Configuration, 9.0.8
  • Microsoft.Extensions.Configuration.Binder, 9.0.8
  • Microsoft.Extensions.Configuration.CommandLine, 9.0.8
  • Microsoft.Extensions.Configuration.EnvironmentVariables, 9.0.8
  • Microsoft.Extensions.Configuration.Json, 9.0.8
  • Microsoft.Extensions.Configuration.UserSecrets, 9.0.8
  • microsoft.extensions.logging, 9.0.8
  • microsoft.extensions.logging.configuration, 9.0.8
  • microsoft.extensions.logging.console, 9.0.8
  • microsoft.extensions.logging.debug, 9.0.8
  • microsoft.extensions.logging.eventlog, 9.0.8
  • microsoft.extensions.logging.eventsource, 9.0.8
  • Microsoft.Extensions.Options, 9.0.8
  • Microsoft.Extensions.Options.ConfigurationExtensions, 9.0.8
  • Microsoft.Extensions.Options.DataAnnotations, 9.0.8
  • Microsoft.SemanticKernel, 1.64.0
  • Microsoft.SemanticKernel.Agents.Core, 1.64.0
  • Microsoft.SemanticKernel.Agents.OpenAI, 1.64.0-preview
  • Microsoft.SemanticKernel.Connectors.InMemory, 1.64.0-preview
  • Microsoft.SemanticKernel.Connectors.Ollama, 1.64.0-alpha
  • microsoft.semantickernel.connectors.openai, 1.64.0
  • Microsoft.SemanticKernel.Plugins.Core, 1.64.0-preview
  • Microsoft.SemanticKernel.PromptTemplates.Handlebars, 1.64.0
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#r \"nuget:Microsoft.Extensions.Configuration\"\n", + "#r \"nuget:Microsoft.Extensions.Configuration.Binder\"\n", + "#r \"nuget:Microsoft.Extensions.Configuration.CommandLine\"\n", + "#r \"nuget:Microsoft.Extensions.Configuration.EnvironmentVariables\"\n", + "#r \"nuget:Microsoft.Extensions.Configuration.UserSecrets\"\n", + "#r \"nuget:Microsoft.Extensions.Configuration.Json\"\n", + "#r \"nuget:Microsoft.Extensions.Options\"\n", + "#r \"nuget:Microsoft.Extensions.Options.ConfigurationExtensions\"\n", + "#r \"nuget:Microsoft.Extensions.Options.DataAnnotations\"\n", + "#r \"nuget:Microsoft.Extensions.Logging\"\n", + "#r \"nuget:Microsoft.Extensions.Logging.Configuration\"\n", + "#r \"nuget:Microsoft.Extensions.Logging.Console\"\n", + "#r \"nuget:Microsoft.Extensions.Logging.Debug\"\n", + "#r \"nuget:Microsoft.Extensions.Logging.EventLog\"\n", + "#r \"nuget:Microsoft.Extensions.Logging.EventSource\"\n", + "\n", + "#r \"nuget:Microsoft.SemanticKernel\"\n", + "#r \"nuget:Microsoft.SemanticKernel.Plugins.Core,*-*\"\n", + "#r \"nuget:Microsoft.SemanticKernel.Connectors.InMemory,*-*\"\n", + "#r \"nuget:Microsoft.SemanticKernel.Connectors.Ollama,*-*\"\n", + "#r \"nuget:Microsoft.SemanticKernel.Connectors.OpenAI\"\n", + "#r \"nuget:Microsoft.SemanticKernel.PromptTemplates.Handlebars\"\n", + "#r \"nuget:Microsoft.SemanticKernel.Agents.Core\"\n", + "#r \"nuget:Microsoft.SemanticKernel.Agents.OpenAI,*-*\"\n", + "\n", + "global using Microsoft.Extensions.Configuration;\n", + "global using Microsoft.Extensions.Configuration.Memory;\n", + "global using Microsoft.Extensions.Configuration.UserSecrets;\n", + "global using Microsoft.Extensions.Configuration.EnvironmentVariables;\n", + "global using Microsoft.Extensions.Configuration.CommandLine;\n", + "global using Microsoft.Extensions.Configuration.Json;\n", + "\n", + "global using Microsoft.Extensions.Logging;\n", + "global using Microsoft.Extensions.Logging.Configuration;\n", + "global using Microsoft.Extensions.Logging.Console;\n", + "global using Microsoft.Extensions.Logging.Debug;\n", + "global using Microsoft.Extensions.Logging.EventLog;\n", + "global using Microsoft.Extensions.Logging.EventSource;\n", + "\n", + "global using Microsoft.Extensions.Options;\n", + "global using Microsoft.Extensions.DependencyInjection;\n", + "global using Microsoft.Extensions.Hosting;\n", + "\n", + "global using Microsoft.SemanticKernel;\n", + "global using Microsoft.SemanticKernel.AudioToText;\n", + "global using Microsoft.SemanticKernel.ChatCompletion;\n", + "global using Microsoft.SemanticKernel.Data;\n", + "global using Microsoft.SemanticKernel.Embeddings;\n", + "global using Microsoft.SemanticKernel.Functions;\n", + "global using Microsoft.SemanticKernel.ImageToText;\n", + "global using Microsoft.SemanticKernel.Text;\n", + "global using Microsoft.SemanticKernel.Services;\n", + "global using Microsoft.SemanticKernel.PromptTemplates;\n", + "\n", + "global using Microsoft.SemanticKernel.Plugins;\n", + "global using Microsoft.SemanticKernel.Plugins.Core;\n", + "\n", + "global using Microsoft.SemanticKernel.Connectors;\n", + "global using Microsoft.SemanticKernel.Connectors.InMemory;\n", + "global using Microsoft.SemanticKernel.Connectors.Ollama;\n", + "global using Microsoft.SemanticKernel.Connectors.OpenAI;\n", + "\n", + "global using Microsoft.SemanticKernel.Agents;\n", + "global using Microsoft.SemanticKernel.Agents.Extensions;\n", + "global using Microsoft.SemanticKernel.Agents.Chat;\n", + "global using Microsoft.SemanticKernel.Agents.Serialization;\n", + "global using Microsoft.SemanticKernel.Agents.OpenAI;\n" + ] + }, + { + "cell_type": "markdown", + "id": "d9ebc0e1", + "metadata": {}, + "source": [ + "## 示例" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "language_info": { + "name": "polyglot-notebook" + }, + "polyglot_notebook": { + "kernelName": "csharp" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'Date' for 'Date'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'Today' for 'Today'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'Now' for 'Now'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'UtcNow' for 'UtcNow'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'Time' for 'Time'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'Year' for 'Year'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'Month' for 'Month'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'MonthNumber' for 'MonthNumber'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'Day' for 'Day'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'DaysAgo' for 'DaysAgo'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'DayOfWeek' for 'DayOfWeek'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'Hour' for 'Hour'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'HourNumber' for 'HourNumber'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'DateMatchingLastDayName' for 'DateMatchingLastDayName'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'Minute' for 'Minute'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'Second' for 'Second'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'TimeZoneOffset' for 'TimeZoneOffset'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created KernelFunction 'TimeZoneName' for 'TimeZoneName'\n", + "trce: Microsoft.SemanticKernel.Plugins.Core.TimePlugin[0]\n", + " Created plugin TimePlugin with 18 [KernelFunction] methods out of 24 methods found.\n", + "info: Microsoft.SemanticKernel.KernelFunction[0]\n", + " Function (null)-InvokePromptAsync_31aa6e0df0ab427eb6a358361ff9cdf9 invoking.\n", + "trce: Microsoft.SemanticKernel.KernelFunction[0]\n", + " Function (null)-InvokePromptAsync_31aa6e0df0ab427eb6a358361ff9cdf9 arguments: {}\n", + "trce: Microsoft.SemanticKernel.KernelFunctionFactory[0]\n", + " Rendered prompt: 你好\n", + "trce: Microsoft.Extensions.AI.LoggingChatClient[805843669]\n", + " GetResponseAsync invoked: [\n", + " {\n", + " \"role\": \"user\",\n", + " \"contents\": [\n", + " {\n", + " \"$type\": \"text\",\n", + " \"text\": \"你好\"\n", + " }\n", + " ]\n", + " }\n", + " ]. Options: null. Metadata: {\n", + " \"providerName\": \"ollama\",\n", + " \"providerUri\": \"http://localhost:11434/v1\",\n", + " \"defaultModelId\": \"qwen3:0.6b\"\n", + " }.\n", + "trce: Microsoft.Extensions.AI.LoggingChatClient[384896670]\n", + " GetResponseAsync completed: {\n", + " \"messages\": [\n", + " {\n", + " \"role\": \"assistant\",\n", + " \"contents\": [\n", + " {\n", + " \"$type\": \"text\",\n", + " \"text\": \"\\n好的，用户发来“你好”，我需要先回应。用户可能是在打招呼，或者测试我的反应。我应该用友好且友好的语气回复，比如“你好！有什么可以帮助你的吗？”这样既回应了问候，又保持了自然。\\n\\n接下来，用户可能继续提问，所以我要保持开放性，让用户有空间继续对话。同时，我需要确保回应简洁明了，避免冗长。可能用户还希望得到更多信息，所以可以适当引导，比如询问他们的需求或问题，促进进一步交流。\\n\\n另外，要注意用户的潜在需求，比如是否在寻找帮助，或者只是测试语言。保持回应的友好和开放性，有助于建立良好的互动氛围。最后，检查语言是否自然流畅，符合中文表达习惯。\\n\\n\\n你好！有什么可以帮助你的吗？\\uD83D\\uDE0A\"\n", + " }\n", + " ]\n", + " }\n", + " ],\n", + " \"responseId\": \"2025-09-08T13:08:50.0398425Z\",\n", + " \"modelId\": \"qwen3:0.6b\",\n", + " \"createdAt\": \"2025-09-08T13:08:50.0398425+00:00\",\n", + " \"finishReason\": \"stop\",\n", + " \"usage\": {\n", + " \"inputTokenCount\": 9,\n", + " \"outputTokenCount\": 167,\n", + " \"totalTokenCount\": 176\n", + " },\n", + " \"additionalProperties\": {\n", + " \"load_duration\": \"00:00:00.1469721\",\n", + " \"total_duration\": \"00:00:05.5827500\",\n", + " \"prompt_eval_duration\": \"00:00:00.0291759\",\n", + " \"eval_duration\": \"00:00:05.4054305\"\n", + " }\n", + " }.\n", + "info: Microsoft.SemanticKernel.KernelFunction[0]\n", + " Function (null)-InvokePromptAsync_31aa6e0df0ab427eb6a358361ff9cdf9 succeeded.\n", + "trce: Microsoft.SemanticKernel.KernelFunction[0]\n", + " Function (null)-InvokePromptAsync_31aa6e0df0ab427eb6a358361ff9cdf9 result: \n", + "好的，用户发来“你好”，我需要先回应。用户可能是在打招呼，或者测试我的反应。我应该用友好且友好的语气回复，比如“你好！有什么可以帮助你的吗？”这样既回应了问候，又保持了自然。\n", + "\n", + "接下来，用户可能继续提问，所以我要保持开放性，让用户有空间继续对话。同时，我需要确保回应简洁明了，避免冗长。可能用户还希望得到更多信息，所以可以适当引导，比如询问他们的需求或问题，促进进一步交流。\n", + "\n", + "另外，要注意用户的潜在需求，比如是否在寻找帮助，或者只是测试语言。保持回应的友好和开放性，有助于建立良好的互动氛围。最后，检查语言是否自然流畅，符合中文表达习惯。\n", + "\n", + "\n", + "你好！有什么可以帮助你的吗？😊\n", + "info: Microsoft.SemanticKernel.KernelFunction[0]\n", + " Function (null)-InvokePromptAsync_31aa6e0df0ab427eb6a358361ff9cdf9 completed. Duration: 5.5873648s\n" + ] + }, + { + "data": { + "text/html": [ + "
<think>\\n好的，用户发来“你好”，我需要先回应。用户可能是在打招呼，或者测试我的反应。我应该用友好且友好的语气回复，比如“你好！有什么可以帮助你的吗？”这样既回应了问候，又保持了自然。\\n\\n接下来，用户可能继续提问，所以我要保持开放性，让用户有空间继续对话。同时，我需要确保回应简洁明了，避免冗长。可能用户还希望得到更多信息，所以可以适当引导，比如询问他们的需求或问题，促进进一步交流。\\n\\n另外，要注意用户的潜在需求，比如是否在寻找帮助，或者只是测试语言。保持回应的友好和开放性，有助于建立良好的互动氛围。最后，检查语言是否自然流畅，符合中文表达习惯。\\n</think>\\n\\n你好！...
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
ConstructorAttributeProviderVoid .ctor(System.Collections.BitArray)
ChatClientMetadata
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CreateObjectSystem.Text.Json.Serialization.Metadata.JsonTypeInfo`1[Microsoft.Extensions.AI.ChatClientMetadata]
SerializeHandlerSystem.Action`2[System.Text.Json.Utf8JsonWriter,Microsoft.Extensions.AI.ChatClientMetadata]
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CreateObjectSystem.Text.Json.Serialization.Metadata.JsonTypeInfo`1[Microsoft.Extensions.AI.ChatClientMetadata]
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
ConstructorAttributeProviderVoid .ctor(System.String, System.Uri, System.String)
ChatFinishReason
System.Text.Json.Serialization.Metadata.JsonTypeInfo`1[Microsoft.Extensions.AI.ChatFinishReason]
CreateObjectSystem.Text.Json.Serialization.Metadata.JsonTypeInfo`1[Microsoft.Extensions.AI.ChatFinishReason]
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ElementType
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CreateObjectSystem.Text.Json.Serialization.Metadata.JsonTypeInfo`1[Microsoft.Extensions.AI.ChatFinishReason]
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OptionsSystem.Text.Json.JsonSerializerOptions
TypeMicrosoft.Extensions.AI.ChatFinishReason
ConverterMicrosoft.Extensions.AI.ChatFinishReason+Converter
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
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CreateObjectSystem.Text.Json.Serialization.Metadata.JsonTypeInfo`1[System.Nullable`1[Microsoft.Extensions.AI.ChatFinishReason]]
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
ConstructorAttributeProvider
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ChatMessage
System.Text.Json.Serialization.Metadata.JsonTypeInfo`1[Microsoft.Extensions.AI.ChatMessage]
CreateObjectSystem.Text.Json.Serialization.Metadata.JsonTypeInfo`1[Microsoft.Extensions.AI.ChatMessage]
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CreateObjectSystem.Text.Json.Serialization.Metadata.JsonTypeInfo`1[Microsoft.Extensions.AI.ChatMessage[]]
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
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ChatOptions
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
ConstructorAttributeProviderVoid .ctor()
ChatResponse
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
ConstructorAttributeProviderVoid .ctor()
ChatResponseFormat
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OptionsSystem.Text.Json.JsonSerializerOptions
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ConverterSystem.Text.Json.Serialization.Converters.ObjectDefaultConverter`1[Microsoft.Extensions.AI.ChatResponseFormat]
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
ConstructorAttributeProviderVoid .ctor(System.Nullable`1[System.Text.Json.JsonElement], System.String, System.String)
ChatResponseFormatText
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
ConstructorAttributeProviderVoid .ctor()
ChatResponseUpdate
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CreateObjectSystem.Text.Json.Serialization.Metadata.JsonTypeInfo`1[Microsoft.Extensions.AI.ChatResponseUpdate]
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CreateObjectSystem.Text.Json.Serialization.Metadata.JsonTypeInfo`1[Microsoft.Extensions.AI.ChatResponseUpdate]
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
ConstructorAttributeProviderVoid .ctor()
ChatRole
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OptionsSystem.Text.Json.JsonSerializerOptions
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
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ChatToolMode
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KeyType
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
ConstructorAttributeProvider
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CitationAnnotation
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
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CreateObjectSystem.Text.Json.Serialization.Metadata.JsonTypeInfo`1[Microsoft.Extensions.AI.DataContent]
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CreateObjectSystem.Text.Json.Serialization.Metadata.JsonTypeInfo`1[Microsoft.Extensions.AI.DataContent]
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
ConstructorAttributeProviderVoid .ctor(System.String, System.String)
Embedding
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CreateObjectSystem.Text.Json.Serialization.Metadata.JsonTypeInfo`1[Microsoft.Extensions.AI.Embedding]
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
ConstructorAttributeProvider
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EmbeddingByte
System.Text.Json.Serialization.Metadata.JsonTypeInfo`1[Microsoft.Extensions.AI.Embedding`1[System.Byte]]
CreateObjectSystem.Text.Json.Serialization.Metadata.JsonTypeInfo`1[Microsoft.Extensions.AI.Embedding`1[System.Byte]]
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CreateObjectSystem.Text.Json.Serialization.Metadata.JsonTypeInfo`1[Microsoft.Extensions.AI.Embedding`1[System.Byte]]
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
ConstructorAttributeProviderVoid .ctor(System.ReadOnlyMemory`1[System.Byte])
EmbeddingDouble
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CreateObjectSystem.Text.Json.Serialization.Metadata.JsonTypeInfo`1[Microsoft.Extensions.AI.Embedding`1[System.Double]]
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CitationAnnotation
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OriginatingResolverMicrosoft.Extensions.AI.AIJsonUtilities+JsonContext
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SpeechToTextClientMetadata
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,
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False
IsNeutralCulture
False
CultureTypesSpecificCultures, InstalledWin32Cultures
NumberFormat
System.Globalization.NumberFormatInfo
CurrencyDecimalDigits
2
CurrencyDecimalSeparator
.
IsReadOnly
True
CurrencyGroupSizes
[ 3 ]
NumberGroupSizes
[ 3 ]
PercentGroupSizes
[ 3 ]
CurrencyGroupSeparator
,
CurrencySymbol
¤
NaNSymbol
NaN
CurrencyNegativePattern
0
NumberNegativePattern
1
PercentPositivePattern
0
PercentNegativePattern
0
NegativeInfinitySymbol
-Infinity
NegativeSign
-
NumberDecimalDigits
2
NumberDecimalSeparator
.
NumberGroupSeparator
,
CurrencyPositivePattern
0
PositiveInfinitySymbol
Infinity
PositiveSign
+
PercentDecimalDigits
2
PercentDecimalSeparator
.
PercentGroupSeparator
,
PercentSymbol
%
PerMilleSymbol
‰
NativeDigits
[ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9 ]
DigitSubstitutionNone
DateTimeFormat
System.Globalization.DateTimeFormatInfo
AMDesignator
AM
Calendar
System.Globalization.GregorianCalendar
MinSupportedDateTime0001-01-01 00:00:00Z
MaxSupportedDateTime9999-12-31 23:59:59Z
AlgorithmTypeSolarCalendar
CalendarTypeLocalized
Eras
[ 1 ]
TwoDigitYearMax
2049
IsReadOnly
True
DateSeparator
/
FirstDayOfWeekSunday
CalendarWeekRuleFirstDay
FullDateTimePattern
dddd, dd MMMM yyyy HH:mm:ss
LongDatePattern
dddd, dd MMMM yyyy
LongTimePattern
HH:mm:ss
MonthDayPattern
MMMM dd
PMDesignator
PM
RFC1123Pattern
ddd, dd MMM yyyy HH':'mm':'ss 'GMT'
ShortDatePattern
MM/dd/yyyy
ShortTimePattern
HH:mm
SortableDateTimePattern
yyyy'-'MM'-'dd'T'HH':'mm':'ss
TimeSeparator
:
UniversalSortableDateTimePattern
yyyy'-'MM'-'dd HH':'mm':'ss'Z'
YearMonthPattern
yyyy MMMM
AbbreviatedDayNames
[ Sun, Mon, Tue, Wed, Thu, Fri, Sat ]
ShortestDayNames
[ Su, Mo, Tu, We, Th, Fr, Sa ]
DayNames
[ Sunday, Monday, Tuesday, Wednesday, Thursday, Friday, Saturday ]
AbbreviatedMonthNames
[ Jan, Feb, Mar, Apr, May, Jun, Jul, Aug, Sep, Oct, Nov, Dec,  ]
MonthNames
[ January, February, March, April, May, June, July, August, September, October, November, December,  ]
IsReadOnly
True
NativeCalendarName
Gregorian Calendar
AbbreviatedMonthGenitiveNames
[ Jan, Feb, Mar, Apr, May, Jun, Jul, Aug, Sep, Oct, Nov, Dec,  ]
MonthGenitiveNames
[ January, February, March, April, May, June, July, August, September, October, November, December,  ]
Calendar
System.Globalization.GregorianCalendar
MinSupportedDateTime0001-01-01 00:00:00Z
MaxSupportedDateTime9999-12-31 23:59:59Z
AlgorithmTypeSolarCalendar
CalendarTypeLocalized
Eras
[ 1 ]
TwoDigitYearMax
2049
IsReadOnly
True
OptionalCalendars
indexvalue
0
System.Globalization.GregorianCalendar
MinSupportedDateTime0001-01-01 00:00:00Z
MaxSupportedDateTime9999-12-31 23:59:59Z
AlgorithmTypeSolarCalendar
CalendarTypeLocalized
Eras
[ 1 ]
TwoDigitYearMax
2049
IsReadOnly
False
UseUserOverride
False
IsReadOnly
True
ValueTypeMicrosoft.Extensions.AI.ChatResponse
RenderedPrompt
你好
"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "var kernelBuilder = Kernel.CreateBuilder();\n",
+    "\n",
+    "//添加AI服务\n",
+    "kernelBuilder.AddOllamaChatClient(\"qwen3:0.6b\", new Uri(\"http://localhost:11434/v1\"), \"ollamaService\");\n",
+    "\n",
+    "kernelBuilder.Plugins.AddFromType();\n",
+    "\n",
+    "//添加企业级服务(日志、过滤器等)\n",
+    "kernelBuilder.Services.AddLogging(services => services.AddConsole().SetMinimumLevel(LogLevel.Trace));\n",
+    "\n",
+    "Kernel kernel = kernelBuilder.Build();\n",
+    "\n",
+    "var d = await kernel.InvokePromptAsync(\"你好\");"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": ".NET (C#)",
+   "language": "C#",
+   "name": ".net-csharp"
+  },
+  "language_info": {
+   "name": "polyglot-notebook"
+  },
+  "polyglot_notebook": {
+   "kernelInfo": {
+    "defaultKernelName": "csharp",
+    "items": [
+     {
+      "aliases": [],
+      "languageName": "csharp",
+      "name": "csharp"
+     }
+    ]
+   }
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/SemanticKernelStudy.Test/GlobalUsing.cs b/SemanticKernelStudy.Test/GlobalUsing.cs
new file mode 100644
index 0000000..9a3082f
--- /dev/null
+++ b/SemanticKernelStudy.Test/GlobalUsing.cs
@@ -0,0 +1,48 @@
+global using System;
+global using System.Collections.Generic;
+global using System.Linq;
+global using System.Text;
+global using System.Threading.Tasks;
+
+global using Microsoft.Extensions.Configuration;
+global using Microsoft.Extensions.Configuration.Memory;
+global using Microsoft.Extensions.Configuration.UserSecrets;
+global using Microsoft.Extensions.Configuration.EnvironmentVariables;
+global using Microsoft.Extensions.Configuration.CommandLine;
+global using Microsoft.Extensions.Configuration.Json;
+
+global using Microsoft.Extensions.Logging;
+global using Microsoft.Extensions.Logging.Configuration;
+global using Microsoft.Extensions.Logging.Console;
+global using Microsoft.Extensions.Logging.Debug;
+global using Microsoft.Extensions.Logging.EventLog;
+global using Microsoft.Extensions.Logging.EventSource;
+
+global using Microsoft.Extensions.Options;
+global using Microsoft.Extensions.DependencyInjection;
+global using Microsoft.Extensions.Hosting;
+
+global using Microsoft.SemanticKernel;
+global using Microsoft.SemanticKernel.AudioToText;
+global using Microsoft.SemanticKernel.ChatCompletion;
+global using Microsoft.SemanticKernel.Data;
+global using Microsoft.SemanticKernel.Embeddings;
+global using Microsoft.SemanticKernel.Functions;
+global using Microsoft.SemanticKernel.ImageToText;
+global using Microsoft.SemanticKernel.Text;
+global using Microsoft.SemanticKernel.Services;
+global using Microsoft.SemanticKernel.PromptTemplates;
+
+global using Microsoft.SemanticKernel.Plugins;
+global using Microsoft.SemanticKernel.Plugins.Core;
+
+global using Microsoft.SemanticKernel.Connectors;
+global using Microsoft.SemanticKernel.Connectors.InMemory;
+global using Microsoft.SemanticKernel.Connectors.Ollama;
+global using Microsoft.SemanticKernel.Connectors.OpenAI;
+
+global using Microsoft.SemanticKernel.Agents;
+global using Microsoft.SemanticKernel.Agents.Extensions;
+global using Microsoft.SemanticKernel.Agents.Chat;
+global using Microsoft.SemanticKernel.Agents.Serialization;
+global using Microsoft.SemanticKernel.Agents.OpenAI;
diff --git a/SemanticKernelStudy.Test/SemanticKernelStudy.Test.csproj b/SemanticKernelStudy.Test/SemanticKernelStudy.Test.csproj
new file mode 100644
index 0000000..344543d
--- /dev/null
+++ b/SemanticKernelStudy.Test/SemanticKernelStudy.Test.csproj
@@ -0,0 +1,49 @@
+
+
+  
+    net9.0
+    enable
+    enable
+    false
+  
+
+  
+    
+      all
+      runtime; build; native; contentfiles; analyzers; buildtransitive
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+  
+
+  
+    
+  
+
+
diff --git a/SemanticKernelStudy.Test/UseXunit.cs b/SemanticKernelStudy.Test/UseXunit.cs
new file mode 100644
index 0000000..2d275a1
--- /dev/null
+++ b/SemanticKernelStudy.Test/UseXunit.cs
@@ -0,0 +1,37 @@
+using System.Threading.Tasks;
+
+using Microsoft.Extensions.AI;
+
+namespace SemanticKernelStudy.Test
+{
+    public class UseXunit
+    {
+        [Fact]
+        public void Test1()
+        {
+            Assert.True(true,"使用 xUnit 2 框架！");
+        }
+
+        [Fact]
+        public async Task Test2() 
+        {
+            var kernelBuilder = Kernel.CreateBuilder();
+
+            //添加AI服务
+            kernelBuilder.AddOllamaChatClient("qwen3:0.6b", new Uri("http://localhost:11434/v1"), "ollamaService");
+
+            kernelBuilder.Plugins.AddFromType();
+
+            //添加企业级服务(日志、过滤器等)
+            kernelBuilder.Services.AddLogging(services => services.AddConsole().SetMinimumLevel(LogLevel.Trace));
+
+            Kernel kernel = kernelBuilder.Build();
+
+            FunctionResult d = await kernel.InvokePromptAsync("你好");
+
+            ChatResponse? dd = d.GetValue();
+
+            var t = dd?.Messages.First().Text;
+        }
+    }
+}
diff --git a/SemanticKernelStudy.sln b/SemanticKernelStudy.sln
new file mode 100644
index 0000000..925200e
--- /dev/null
+++ b/SemanticKernelStudy.sln
@@ -0,0 +1,33 @@
+
+Microsoft Visual Studio Solution File, Format Version 12.00
+# Visual Studio Version 17
+VisualStudioVersion = 17.14.36414.22
+MinimumVisualStudioVersion = 10.0.40219.1
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "SemanticKernelStudy.Test", "SemanticKernelStudy.Test\SemanticKernelStudy.Test.csproj", "{3DCC1341-0A80-4BE5-A211-2F8BB8B77751}"
+EndProject
+Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "Docs", "Docs", "{208BA388-4CEE-2CBF-559C-5607C099C1F8}"
+	ProjectSection(SolutionItems) = preProject
+		Docs\01.概述.ipynb = Docs\01.概述.ipynb
+		Docs\02.1.快速入门指南.ipynb = Docs\02.1.快速入门指南.ipynb
+		Docs\02.2.深入示例.ipynb = Docs\02.2.深入示例.ipynb
+		Docs\02.3.支持的语言.ipynb = Docs\02.3.支持的语言.ipynb
+	EndProjectSection
+EndProject
+Global
+	GlobalSection(SolutionConfigurationPlatforms) = preSolution
+		Debug|Any CPU = Debug|Any CPU
+		Release|Any CPU = Release|Any CPU
+	EndGlobalSection
+	GlobalSection(ProjectConfigurationPlatforms) = postSolution
+		{3DCC1341-0A80-4BE5-A211-2F8BB8B77751}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+		{3DCC1341-0A80-4BE5-A211-2F8BB8B77751}.Debug|Any CPU.Build.0 = Debug|Any CPU
+		{3DCC1341-0A80-4BE5-A211-2F8BB8B77751}.Release|Any CPU.ActiveCfg = Release|Any CPU
+		{3DCC1341-0A80-4BE5-A211-2F8BB8B77751}.Release|Any CPU.Build.0 = Release|Any CPU
+	EndGlobalSection
+	GlobalSection(SolutionProperties) = preSolution
+		HideSolutionNode = FALSE
+	EndGlobalSection
+	GlobalSection(ExtensibilityGlobals) = postSolution
+		SolutionGuid = {9C65038D-5C88-4AED-96A6-CAECCC526BFE}
+	EndGlobalSection
+EndGlobal