update readme

BAAI/bge-reranker-v2-minicpm-layerwise

.gitignore

@@ -324,19 +324,18 @@ ASALocalRun/
 # MSBuild Binary and Structured Log
 *.binlog
 
-# NVidia Nsight GPU debugger configuration file
-*.nvuser
-*.dll
-*.pdb
 # MFractors (Xamarin productivity tool) working folder 
 .mfractor/
-/.semantic-kernel/results/src/ISS.IPSA.AiAgent.Api/plugins/BasePlugin/YesNo
 **/bin/
 **/obj/
 **/.vs/
-
-/Xzy.KnowledgeBase/appsettings.Development.json
-/Xzy.KnowledgeBase/XzyAgent.db
-/Xzy.KnowledgeBase/AntSK.db
 /AntSK/AntSK.db
 /AntSK/appsettings.Development.json
+/AntSK.db
+**/tmp-memory-files/*
+**/tmp-memory-vectors/*
+/src/AntSK/AntSK.db
+/src/AntSK/appsettings.Development.json
+/src/AntSK.db
+/src/AntSK/llama_models
+/src/AntSK/AntSK.xml

AntSK.Domain/AntSK.Domain.csproj

@@ -1,29 +0,0 @@
-<Project Sdk="Microsoft.NET.Sdk">
-
-  <PropertyGroup>
-    <TargetFramework>net8.0</TargetFramework>
-    <ImplicitUsings>enable</ImplicitUsings>
-    <Nullable>enable</Nullable>
-    <DocumentationFile>AntSK.Domain.xml</DocumentationFile>
-  </PropertyGroup>
-  <ItemGroup>
-    <PackageReference Include="AutoMapper" Version="8.1.0" />
-    <PackageReference Include="BCrypt.Net-Next" Version="4.0.3" />
-    <PackageReference Include="LLamaSharp.kernel-memory" Version="0.10.0" />
-    <PackageReference Include="LLamaSharp.semantic-kernel" Version="0.10.0" />
-    <PackageReference Include="MarkdownSharp" Version="2.0.5" />
-    <PackageReference Include="Newtonsoft.Json" Version="13.0.3" />
-    <PackageReference Include="SqlSugarCore" Version="5.1.4.143" />
-    <PackageReference Include="System.Data.SQLite.Core" Version="1.0.118" />
-
-    <PackageReference Include="Microsoft.SemanticKernel" Version="1.4.0" />
-    <PackageReference Include="Microsoft.SemanticKernel.Core" Version="1.4.0" />
-    <PackageReference Include="Microsoft.SemanticKernel.Plugins.Core" Version="1.4.0-alpha" />
-    <PackageReference Include="Microsoft.KernelMemory.Core" Version="0.30.240227.1" />
-    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Postgres" Version="0.30.240227.1" />
-
-    <PackageReference Include="LLamaSharp" Version="0.10.0" />
-    <PackageReference Include="LLamaSharp.Backend.Cpu" Version="0.10.0" />
-  </ItemGroup>
-
-</Project>

AntSK.Domain/AntSK.Domain.xml

@@ -1,528 +0,0 @@
-<?xml version="1.0"?>
-<doc>
-    <assembly>
-        <name>AntSK.Domain</name>
-    </assembly>
-    <members>
-        <member name="T:AntSK.Domain.Common.DependencyInjection.ServiceCollectionExtensions">
-            <summary>
-            容器扩展
-            </summary>
-        </member>
-        <member name="M:AntSK.Domain.Common.DependencyInjection.ServiceCollectionExtensions.AddServicesFromAssemblies(Microsoft.Extensions.DependencyInjection.IServiceCollection,System.String[])">
-            <summary>
-            从程序集中加载类型并添加到容器中
-            </summary>
-            <param name="services">容器</param>
-            <param name="assemblies">程序集集合</param>
-            <returns></returns>
-        </member>
-        <member name="F:AntSK.Domain.Common.DependencyInjection.ServiceLifetime.Scoped">
-            <summary>
-            作用域
-            </summary>
-        </member>
-        <member name="F:AntSK.Domain.Common.DependencyInjection.ServiceLifetime.Singleton">
-            <summary>
-            单例
-            </summary>
-        </member>
-        <member name="F:AntSK.Domain.Common.DependencyInjection.ServiceLifetime.Transient">
-            <summary>
-            瞬时
-            </summary>
-        </member>
-        <member name="M:AntSK.Domain.Map.MapperExtend.ToDTOList``1(System.Object)">
-            <summary>
-            Entity集合转DTO集合
-            </summary>
-            <typeparam name="T"></typeparam>
-            <param name="value"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Map.MapperExtend.ToDTO``1(System.Object)">
-            <summary>
-            Entity转DTO
-            </summary>
-            <typeparam name="T"></typeparam>
-            <param name="value"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Map.MapperExtend.MapTo``1(System.Object,``0)">
-            <summary>
-            给已有对象map,适合update场景，如需过滤空值需要在AutoMapProfile 设置
-            </summary>
-            <typeparam name="T"></typeparam>
-            <param name="self"></param>
-            <param name="result"></param>
-            <returns></returns>
-        </member>
-        <member name="P:AntSK.Domain.Model.MessageInfo.IsSend">
-            <summary>
-            发送是true  接收是false
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Model.PageList`1.PageIndex">
-            <summary>
-            当前页，从1开始
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Model.PageList`1.PageSize">
-            <summary>
-            每页数量
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Model.PageList`1.TotalCount">
-            <summary>
-            总数
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Options.ConnectionOption.Sqlite">
-            <summary>
-            sqlite连接字符串
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Options.ConnectionOption.Postgres">
-            <summary>
-            pg链接字符串
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Apps.Name">
-            <summary>
-            名称
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Apps.Describe">
-            <summary>
-            描述
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Apps.Prompt">
-            <summary>
-            提示词
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Apps.KmsIdList">
-            <summary>
-            知识库ID列表
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Apps.SecretKey">
-            <summary>
-            API调用秘钥
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.KmsDetails.FileName">
-            <summary>
-            文件名称
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.KmsDetails.Url">
-            <summary>
-            地址
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.KmsDetails.Type">
-            <summary>
-            类型 file，url
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.KmsDetails.DataCount">
-            <summary>
-            数据数量
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.KmsDetails.CreateTime">
-            <summary>
-            创建时间
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Kmss.Icon">
-            <summary>
-            图标
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Kmss.Name">
-            <summary>
-            名称
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Kmss.Describe">
-            <summary>
-            会话模型
-            </summary>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetList">
-            <summary>
-            获取所有list
-            </summary>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetListAsync">
-            <summary>
-            获取所有list-异步
-            </summary>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetList(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据lambda查询
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetListAsync(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据lambda查询-异步
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.Count(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据lambda表达式获取数量
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.CountAsync(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据lambda表达式获取数量-异步
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetPageList(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}},SqlSugar.PageModel)">
-            <summary>
-            获取分页
-            </summary>
-            <param name="whereExpression"></param>
-            <param name="page"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetPageListAsync(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}},SqlSugar.PageModel)">
-            <summary>
-            获取分页-异步
-            </summary>
-            <param name="whereExpression"></param>
-            <param name="page"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetById(System.Object)">
-            <summary>
-            根据id获取实体
-            </summary>
-            <param name="id"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetByIdAsync(System.Object)">
-            <summary>
-            根据id获取实体-异步
-            </summary>
-            <param name="id"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetSingle(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据lambda获取单个对象 （注意，需要确保唯一，如果获取到2个会报错，这种场景需要使用GetFirst）
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetSingleAsync(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据lambda获取单个对象-异步  （注意，需要确保唯一，如果获取到2个会报错，这种场景需要使用GetFirst）
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetFirst(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据lambda获取单个对象
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetFirstAsync(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据lambda获取单个对象 --异步
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.Insert(`0)">
-            <summary>
-            实体插入
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.InsertAsync(`0)">
-            <summary>
-            实体插入-异步
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.InsertRange(System.Collections.Generic.List{`0})">
-            <summary>
-            批量插入
-            </summary>
-            <param name="objs"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.InsertRangeAsync(System.Collections.Generic.List{`0})">
-            <summary>
-            批量插入-异步
-            </summary>
-            <param name="objs"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.InsertReturnIdentity(`0)">
-            <summary>
-            插入返回自增列
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.InsertReturnIdentityAsync(`0)">
-            <summary>
-            插入返回自增列-异步
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.InsertReturnBigIdentity(`0)">
-            <summary>
-            插入返回longid
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.InsertReturnBigIdentityAsync(`0)">
-            <summary>
-            插入返回longid-异步
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.DeleteByIds(System.Object[])">
-            <summary>
-            批量删除
-            </summary>
-            <param name="ids"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.DeleteByIdsAsync(System.Object[])">
-            <summary>
-            批量删除-异步
-            </summary>
-            <param name="ids"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.Delete(System.Object)">
-            <summary>
-            根据主键删除
-            </summary>
-            <param name="id"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.DeleteAsync(System.Object)">
-            <summary>
-            根据主键删除-异步
-            </summary>
-            <param name="id"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.Delete(`0)">
-            <summary>
-            根据实体删除
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.DeleteAsync(`0)">
-            <summary>
-            根据实体删除-异步
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.Delete(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据表达式删除
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.DeleteAsync(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据表达式删除-异步
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.Update(`0)">
-            <summary>
-            更新
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.UpdateAsync(`0)">
-            <summary>
-            更新-异步
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.UpdateRange(System.Collections.Generic.List{`0})">
-            <summary>
-            批量更新
-            </summary>
-            <param name="objs"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.UpdateRangeAsync(System.Collections.Generic.List{`0})">
-            <summary>
-            批量更新-异步
-            </summary>
-            <param name="objs"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.IsAny(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            是否包含元素
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.IsAnyAsync(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            是否包含元素-异步
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="F:AntSK.Domain.Repositories.Base.SqlSugarHelper.Sqlite">
-            <summary>
-            sqlserver连接
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Users.No">
-            <summary>
-            工号，用于登陆
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Users.Password">
-            <summary>
-            密码
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Users.Name">
-            <summary>
-            名称
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Users.Describe">
-            <summary>
-            备注
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Users.MenuRole">
-            <summary>
-            菜单权限
-            </summary>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.IsNull(System.Object)">
-            <summary>
-            判断是否为空，为空返回true
-            </summary>
-            <param name="data"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.IsNotNull(System.Object)">
-            <summary>
-            判断是否为空，为空返回true
-            </summary>
-            <param name="data"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.IsNull(System.String)">
-            <summary>
-            判断是否为空，为空返回true
-            </summary>
-            <param name="data"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.ConvertToString(System.Object)">
-            <summary>
-            将obj类型转换为string
-            </summary>
-            <param name="s"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.ConvertToInt32(System.Object)">
-            <summary>
-            object 转int32
-            </summary>
-            <param name="s"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.ConvertToInt64(System.Object)">
-            <summary>
-            object 转int32
-            </summary>
-            <param name="s"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.ConvertToDouble(System.Object)">
-            <summary>
-            将字符串转double
-            </summary>
-            <param name="s"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.ConvertToDateTime(System.String)">
-            <summary>
-            转换为datetime类型
-            </summary>
-            <param name="s"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.ConvertToDateTime(System.String,System.String)">
-            <summary>
-            转换为datetime类型的格式字符串
-            </summary>
-            <param name="s">要转换的对象</param>
-            <param name="y">格式化字符串</param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.ConvertToDecimal(System.Object)">
-            <summary>
-            将字符串转换成decimal
-            </summary>
-            <param name="s"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.DecimalFraction(System.Decimal)">
-            <summary>
-            decimal保留2位小数
-            </summary>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.ReplaceHtml(System.String)">
-            <summary>
-            替换html种的特殊字符
-            </summary>
-            <param name="s"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.StreamToByte(System.IO.Stream)">
-            <summary>
-            流转byte
-            </summary>
-            <param name="stream"></param>
-            <returns></returns>
-        </member>
-    </members>
-</doc>

AntSK.Domain/Domain/Dto/KMFile.cs

@@ -1,21 +0,0 @@
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
-
-namespace AntSK.Domain.Domain.Dto
-{
-    public class KMFile
-    {
-        public string Text { get; set; }
-
-        public string Url { get; set; }
-
-        public string LastUpdate { get; set; }
-
-        public string Schema { get; set; }
-
-        public string File { get; set; }
-    }
-}

AntSK.Domain/Domain/Interface/IKMService.cs

@@ -1,14 +0,0 @@
-using AntSK.Domain.Domain.Dto;
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
-
-namespace AntSK.Domain.Domain.Interface
-{
-    public interface IKMService
-    {
-        Task<List<KMFile>> GetDocumentByFileID(string fileid);
-    }
-}

AntSK.Domain/Domain/Service/KMService.cs

@@ -1,41 +0,0 @@
-using AntSK.Domain.Common.DependencyInjection;
-using AntSK.Domain.Domain.Interface;
-using Microsoft.KernelMemory;
-using AntSK.Domain.Utils;
-using AntSK.Domain.Domain.Dto;
-
-namespace AntSK.Domain.Domain.Service
-{
-    [ServiceDescription(typeof(IKMService), ServiceLifetime.Scoped)]
-    public class KMService(MemoryServerless _memory) : IKMService
-    {
-        public async Task<List<KMFile>> GetDocumentByFileID(string fileid)
-        {
-            var memories = await _memory.ListIndexesAsync();
-            var memoryDbs = _memory.Orchestrator.GetMemoryDbs();
-            List<KMFile> docTextList = new List<KMFile>();
-
-            foreach (var memoryIndex in memories)
-            {
-                foreach (var memoryDb in memoryDbs)
-                {
-
-                    var items = await memoryDb.GetListAsync(memoryIndex.Name, new List<MemoryFilter>() { new MemoryFilter().ByDocument(fileid) }, 100, true).ToListAsync();
-                    foreach (var item in items)
-                    {
-                        KMFile file = new KMFile()
-                        {
-                            Text = item.Payload.FirstOrDefault(p => p.Key == "text").Value.ConvertToString(),
-                            Url = item.Payload.FirstOrDefault(p => p.Key == "url").Value.ConvertToString(),
-                            LastUpdate = item.Payload.FirstOrDefault(p => p.Key == "last_update").Value.ConvertToString(),
-                            Schema = item.Payload.FirstOrDefault(p => p.Key == "schema").Value.ConvertToString(),
-                            File = item.Payload.FirstOrDefault(p => p.Key == "file").Value.ConvertToString(),
-                        };
-                        docTextList.Add(file);
-                    }
-                }
-            }
-            return docTextList;
-        }
-    }
-}

AntSK.Domain/Map/AutoMapProfile.cs

@@ -1,18 +0,0 @@
-using AutoMapper;
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
-
-namespace AntSK.Domain.Map
-{
-    public class AutoMapProfile : Profile
-    {
-        public AutoMapProfile()
-        {
-
-
-        }
-    }
-}

AntSK.Domain/Map/MapperExtend.cs

@@ -1,53 +0,0 @@
-using AutoMapper;
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
-
-namespace AntSK.Domain.Map
-{
-    public static class MapperExtend
-    {
-        /// <summary>
-        /// Entity集合转DTO集合
-        /// </summary>
-        /// <typeparam name="T"></typeparam>
-        /// <param name="value"></param>
-        /// <returns></returns>
-        public static List<T> ToDTOList<T>(this object value)
-        {
-            if (value == null)
-                return new List<T>();
-
-            return Mapper.Map<List<T>>(value);
-        }
-        /// <summary>
-        /// Entity转DTO
-        /// </summary>
-        /// <typeparam name="T"></typeparam>
-        /// <param name="value"></param>
-        /// <returns></returns>
-        public static T ToDTO<T>(this object value)
-        {
-            if (value == null)
-                return default(T);
-
-            return Mapper.Map<T>(value);
-        }
-
-        /// <summary>
-        /// 给已有对象map,适合update场景，如需过滤空值需要在AutoMapProfile 设置
-        /// </summary>
-        /// <typeparam name="T"></typeparam>
-        /// <param name="self"></param>
-        /// <param name="result"></param>
-        /// <returns></returns>
-        public static T MapTo<T>(this object self, T result)
-        {
-            if (self == null)
-                return default(T);
-            return (T)Mapper.Map(self, result, self.GetType(), typeof(T));
-        }
-    }
-}

AntSK.Domain/Model/MessageInfo.cs

@@ -1,22 +0,0 @@
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
-
-namespace AntSK.Domain.Model
-{
-    public class MessageInfo
-    {
-        public string ID { get; set; } = "";
-        public string Context { get; set; } = "";
-        public string HtmlAnswers { get; set; } = "";
-
-        /// <summary>
-        /// 发送是true  接收是false
-        /// </summary>
-        public bool IsSend { get; set; } = false;
-        public DateTime CreateTime { get; set; }
-
-    }
-}

AntSK.Domain/Options/ConnectionOption.cs

@@ -1,20 +0,0 @@
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
-
-namespace AntSK.Domain.Options
-{
-    public class ConnectionOption
-    {
-        /// <summary>
-        /// sqlite连接字符串
-        /// </summary>
-        public static string Sqlite { get; set; }
-        /// <summary>
-        /// pg链接字符串
-        /// </summary>
-        public static string Postgres { get; set; }
-    }
-}

AntSK.Domain/Options/LLamaSharpOption.cs

@@ -1,15 +0,0 @@
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
-
-namespace AntSK.Domain.Options
-{
-    public class LLamaSharpOption
-    {
-        public static string Chat { get; set; }
-
-        public static string Embedding { get; set; }
-    }
-}

AntSK.Domain/Options/OpenAIOption.cs

@@ -1,17 +0,0 @@
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
-
-namespace AntSK.Domain.Options
-{
-    public class OpenAIOption
-    {
-        public static string EndPoint { get; set; }
-        public static string Key { get; set; }
-        public static string Model { get; set; }
-
-        public static string EmbeddingModel { get; set; }
-    }
-}

AntSK.Domain/Repositories/AI/App/Apps.cs

@@ -1,47 +0,0 @@
-using SqlSugar;
-using System;
-using System.Collections.Generic;
-using System.ComponentModel.DataAnnotations;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
-
-namespace AntSK.Domain.Repositories
-{
-    [SugarTable("Apps")]
-    public partial class Apps
-    {
-        [SugarColumn(IsPrimaryKey = true)]
-        public string Id { get; set; }
-
-        /// <summary>
-        /// 名称
-        /// </summary>
-        [Required]
-        public string Name { get; set; }
-
-        /// <summary>
-        /// 描述
-        /// </summary>
-        [Required]
-        public string Describe { get; set; }
-        [Required]
-        public string Icon { get; set; }
-
-        [Required]
-        public string Type { get; set; }
-
-        /// <summary>
-        /// 提示词
-        /// </summary>
-        public string? Prompt { get; set; }
-        /// <summary>
-        /// 知识库ID列表
-        /// </summary>
-        public string? KmsIdList { get; set; }
-        /// <summary>
-        /// API调用秘钥
-        /// </summary>
-        public string? SecretKey { get; set; }
-    }
-}

AntSK.Domain/Repositories/AI/Kms/Kmss.cs

@@ -1,32 +0,0 @@
-using SqlSugar;
-using System;
-using System.Collections.Generic;
-using System.ComponentModel.DataAnnotations;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
-
-namespace AntSK.Domain.Repositories
-{
-    [SugarTable("Kms")]
-    public partial class Kmss
-    {
-        [SugarColumn(IsPrimaryKey = true)]
-        public string Id { get; set; }
-        /// <summary>
-        /// 图标
-        /// </summary>
-        [Required]
-        public string Icon { get; set; }
-        /// <summary>
-        /// 名称
-        /// </summary>
-        [Required]
-        public string Name { get; set; }
-        /// <summary>
-        /// 会话模型
-        /// </summary>
-        [Required]
-        public string Describe { get; set; }
-    }
-}

AntSK.Domain/Repositories/Base/SqlSugarHelper.cs

@@ -1,51 +0,0 @@
-using SqlSugar;
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
-using AntSK.Domain.Options;
-using AntSK.Domain.Utils;
-using System.Reflection;
-
-namespace AntSK.Domain.Repositories.Base
-{
-    public class SqlSugarHelper
-    {
-        /// <summary>
-        /// sqlserver连接
-        /// </summary>
-        public static SqlSugarScope Sqlite = new SqlSugarScope(new ConnectionConfig()
-        {
-            ConnectionString = ConnectionOption.Postgres,
-            DbType = DbType.PostgreSQL,
-            InitKeyType = InitKeyType.Attribute,//从特性读取主键和自增列信息
-            IsAutoCloseConnection = true,
-            ConfigureExternalServices = new ConfigureExternalServices
-            {
-                //注意:  这儿AOP设置不能少
-                EntityService = (c, p) =>
-                {
-                    /***高版C#写法***/
-                    //支持string?和string  
-                    if (p.IsPrimarykey == false && new NullabilityInfoContext()
-                     .Create(c).WriteState is NullabilityState.Nullable)
-                    {
-                        p.IsNullable = true;
-                    }
-                }
-            }
-        }, Db =>
-        {
-            Db.Aop.OnLogExecuting = (sql, pars) =>
-            {
-                if (Environment.GetEnvironmentVariable("ASPNETCORE_ENVIRONMENT").ConvertToString() == "Development")
-                {
-                    Console.WriteLine(sql + "\r\n" +
-                        Sqlite.Utilities.SerializeObject(pars.ToDictionary(it => it.ParameterName, it => it.Value)));
-                    Console.WriteLine();
-                }
-            };
-        });
-    }
-}

AntSK.Domain/Xzy.KnowledgeBase.Domain.xml

@@ -1,473 +0,0 @@
-<?xml version="1.0"?>
-<doc>
-    <assembly>
-        <name>AntSK.Domain</name>
-    </assembly>
-    <members>
-        <member name="T:AntSK.Domain.Common.DependencyInjection.ServiceCollectionExtensions">
-            <summary>
-            容器扩展
-            </summary>
-        </member>
-        <member name="M:AntSK.Domain.Common.DependencyInjection.ServiceCollectionExtensions.AddServicesFromAssemblies(Microsoft.Extensions.DependencyInjection.IServiceCollection,System.String[])">
-            <summary>
-            从程序集中加载类型并添加到容器中
-            </summary>
-            <param name="services">容器</param>
-            <param name="assemblies">程序集集合</param>
-            <returns></returns>
-        </member>
-        <member name="F:AntSK.Domain.Common.DependencyInjection.ServiceLifetime.Scoped">
-            <summary>
-            作用域
-            </summary>
-        </member>
-        <member name="F:AntSK.Domain.Common.DependencyInjection.ServiceLifetime.Singleton">
-            <summary>
-            单例
-            </summary>
-        </member>
-        <member name="F:AntSK.Domain.Common.DependencyInjection.ServiceLifetime.Transient">
-            <summary>
-            瞬时
-            </summary>
-        </member>
-        <member name="M:AntSK.Domain.Map.MapperExtend.ToDTOList``1(System.Object)">
-            <summary>
-            Entity集合转DTO集合
-            </summary>
-            <typeparam name="T"></typeparam>
-            <param name="value"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Map.MapperExtend.ToDTO``1(System.Object)">
-            <summary>
-            Entity转DTO
-            </summary>
-            <typeparam name="T"></typeparam>
-            <param name="value"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Map.MapperExtend.MapTo``1(System.Object,``0)">
-            <summary>
-            给已有对象map,适合update场景，如需过滤空值需要在AutoMapProfile 设置
-            </summary>
-            <typeparam name="T"></typeparam>
-            <param name="self"></param>
-            <param name="result"></param>
-            <returns></returns>
-        </member>
-        <member name="P:AntSK.Domain.Model.PageList`1.PageIndex">
-            <summary>
-            当前页，从1开始
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Model.PageList`1.PageSize">
-            <summary>
-            每页数量
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Model.PageList`1.TotalCount">
-            <summary>
-            总数
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Options.ConnectionOption.Sqlite">
-            <summary>
-            sqlite连接字符串
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Apps.Name">
-            <summary>
-            名称
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Apps.Describe">
-            <summary>
-            描述
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.KmsDetails.FileName">
-            <summary>
-            文件名称
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.KmsDetails.DataCount">
-            <summary>
-            数据数量
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.KmsDetails.Status">
-            <summary>
-            状态
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.KmsDetails.CreateTime">
-            <summary>
-            创建时间
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Kmss.Name">
-            <summary>
-            名称
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Kmss.ChatModel">
-            <summary>
-            会话模型
-            </summary>
-        </member>
-        <member name="P:AntSK.Domain.Repositories.Kmss.EmbeddingModel">
-            <summary>
-            向量模型
-            </summary>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetList">
-            <summary>
-            获取所有list
-            </summary>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetListAsync">
-            <summary>
-            获取所有list-异步
-            </summary>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetList(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据lambda查询
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetListAsync(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据lambda查询-异步
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.Count(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据lambda表达式获取数量
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.CountAsync(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据lambda表达式获取数量-异步
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetPageList(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}},SqlSugar.PageModel)">
-            <summary>
-            获取分页
-            </summary>
-            <param name="whereExpression"></param>
-            <param name="page"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetPageListAsync(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}},SqlSugar.PageModel)">
-            <summary>
-            获取分页-异步
-            </summary>
-            <param name="whereExpression"></param>
-            <param name="page"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetById(System.Object)">
-            <summary>
-            根据id获取实体
-            </summary>
-            <param name="id"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetByIdAsync(System.Object)">
-            <summary>
-            根据id获取实体-异步
-            </summary>
-            <param name="id"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetSingle(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据lambda获取单个对象 （注意，需要确保唯一，如果获取到2个会报错，这种场景需要使用GetFirst）
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetSingleAsync(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据lambda获取单个对象-异步  （注意，需要确保唯一，如果获取到2个会报错，这种场景需要使用GetFirst）
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetFirst(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据lambda获取单个对象
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetFirstAsync(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据lambda获取单个对象 --异步
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.Insert(`0)">
-            <summary>
-            实体插入
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.InsertAsync(`0)">
-            <summary>
-            实体插入-异步
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.InsertRange(System.Collections.Generic.List{`0})">
-            <summary>
-            批量插入
-            </summary>
-            <param name="objs"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.InsertRangeAsync(System.Collections.Generic.List{`0})">
-            <summary>
-            批量插入-异步
-            </summary>
-            <param name="objs"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.InsertReturnIdentity(`0)">
-            <summary>
-            插入返回自增列
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.InsertReturnIdentityAsync(`0)">
-            <summary>
-            插入返回自增列-异步
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.InsertReturnBigIdentity(`0)">
-            <summary>
-            插入返回longid
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.InsertReturnBigIdentityAsync(`0)">
-            <summary>
-            插入返回longid-异步
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.DeleteByIds(System.Object[])">
-            <summary>
-            批量删除
-            </summary>
-            <param name="ids"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.DeleteByIdsAsync(System.Object[])">
-            <summary>
-            批量删除-异步
-            </summary>
-            <param name="ids"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.Delete(System.Object)">
-            <summary>
-            根据主键删除
-            </summary>
-            <param name="id"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.DeleteAsync(System.Object)">
-            <summary>
-            根据主键删除-异步
-            </summary>
-            <param name="id"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.Delete(`0)">
-            <summary>
-            根据实体删除
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.DeleteAsync(`0)">
-            <summary>
-            根据实体删除-异步
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.Delete(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据表达式删除
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.DeleteAsync(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            根据表达式删除-异步
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.Update(`0)">
-            <summary>
-            更新
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.UpdateAsync(`0)">
-            <summary>
-            更新-异步
-            </summary>
-            <param name="obj"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.UpdateRange(System.Collections.Generic.List{`0})">
-            <summary>
-            批量更新
-            </summary>
-            <param name="objs"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.UpdateRangeAsync(System.Collections.Generic.List{`0})">
-            <summary>
-            批量更新-异步
-            </summary>
-            <param name="objs"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.IsAny(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            是否包含元素
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Repositories.Base.Repository`1.IsAnyAsync(System.Linq.Expressions.Expression{System.Func{`0,System.Boolean}})">
-            <summary>
-            是否包含元素-异步
-            </summary>
-            <param name="whereExpression"></param>
-            <returns></returns>
-        </member>
-        <member name="F:AntSK.Domain.Repositories.Base.SqlSugarHelper.Sqlite">
-            <summary>
-            sqlserver连接
-            </summary>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.IsNull(System.Object)">
-            <summary>
-            判断是否为空，为空返回true
-            </summary>
-            <param name="data"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.IsNotNull(System.Object)">
-            <summary>
-            判断是否为空，为空返回true
-            </summary>
-            <param name="data"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.IsNull(System.String)">
-            <summary>
-            判断是否为空，为空返回true
-            </summary>
-            <param name="data"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.ConvertToString(System.Object)">
-            <summary>
-            将obj类型转换为string
-            </summary>
-            <param name="s"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.ConvertToInt32(System.Object)">
-            <summary>
-            object 转int32
-            </summary>
-            <param name="s"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.ConvertToInt64(System.Object)">
-            <summary>
-            object 转int32
-            </summary>
-            <param name="s"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.ConvertToDouble(System.Object)">
-            <summary>
-            将字符串转double
-            </summary>
-            <param name="s"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.ConvertToDateTime(System.String)">
-            <summary>
-            转换为datetime类型
-            </summary>
-            <param name="s"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.ConvertToDateTime(System.String,System.String)">
-            <summary>
-            转换为datetime类型的格式字符串
-            </summary>
-            <param name="s">要转换的对象</param>
-            <param name="y">格式化字符串</param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.ConvertToDecimal(System.Object)">
-            <summary>
-            将字符串转换成decimal
-            </summary>
-            <param name="s"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.DecimalFraction(System.Decimal)">
-            <summary>
-            decimal保留2位小数
-            </summary>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.ReplaceHtml(System.String)">
-            <summary>
-            替换html种的特殊字符
-            </summary>
-            <param name="s"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Domain.Utils.ConvertUtils.StreamToByte(System.IO.Stream)">
-            <summary>
-            流转byte
-            </summary>
-            <param name="stream"></param>
-            <returns></returns>
-        </member>
-    </members>
-</doc>

AntSK.sln

@@ -1,36 +0,0 @@
-
-Microsoft Visual Studio Solution File, Format Version 12.00
-# Visual Studio Version 17
-VisualStudioVersion = 17.8.34330.188
-MinimumVisualStudioVersion = 10.0.40219.1
-Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "AntSK", "AntSK\AntSK.csproj", "{9AA5A735-8FB1-4CC5-AB3E-D02B3A3B6682}"
-EndProject
-Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "AntSK.Domain", "AntSK.Domain\AntSK.Domain.csproj", "{64F17C9A-97C2-46FA-9345-86C5289288AD}"
-EndProject
-Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "Docker", "Docker", "{9F2E193A-5F9D-4C82-B591-CB133EEB59F0}"
-	ProjectSection(SolutionItems) = preProject
-		Dockerfile = Dockerfile
-	EndProjectSection
-EndProject
-Global
-	GlobalSection(SolutionConfigurationPlatforms) = preSolution
-		Debug|Any CPU = Debug|Any CPU
-		Release|Any CPU = Release|Any CPU
-	EndGlobalSection
-	GlobalSection(ProjectConfigurationPlatforms) = postSolution
-		{9AA5A735-8FB1-4CC5-AB3E-D02B3A3B6682}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
-		{9AA5A735-8FB1-4CC5-AB3E-D02B3A3B6682}.Debug|Any CPU.Build.0 = Debug|Any CPU
-		{9AA5A735-8FB1-4CC5-AB3E-D02B3A3B6682}.Release|Any CPU.ActiveCfg = Release|Any CPU
-		{9AA5A735-8FB1-4CC5-AB3E-D02B3A3B6682}.Release|Any CPU.Build.0 = Release|Any CPU
-		{64F17C9A-97C2-46FA-9345-86C5289288AD}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
-		{64F17C9A-97C2-46FA-9345-86C5289288AD}.Debug|Any CPU.Build.0 = Debug|Any CPU
-		{64F17C9A-97C2-46FA-9345-86C5289288AD}.Release|Any CPU.ActiveCfg = Release|Any CPU
-		{64F17C9A-97C2-46FA-9345-86C5289288AD}.Release|Any CPU.Build.0 = Release|Any CPU
-	EndGlobalSection
-	GlobalSection(SolutionProperties) = preSolution
-		HideSolutionNode = FALSE
-	EndGlobalSection
-	GlobalSection(ExtensibilityGlobals) = postSolution
-		SolutionGuid = {2076B7C9-2E5B-4580-9712-03F0D56BC1AF}
-	EndGlobalSection
-EndGlobal

AntSK/AntSK.xml

@@ -1,142 +0,0 @@
-<?xml version="1.0"?>
-<doc>
-    <assembly>
-        <name>AntSK</name>
-    </assembly>
-    <members>
-        <member name="M:AntSK.Controllers.FileController.UploadFile(Microsoft.AspNetCore.Http.IFormFile)">
-            <summary>
-            Upload FileName
-            </summary>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Controllers.InitController.InitTable">
-            <summary>
-            初始化DB 和表
-            </summary>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Controllers.LLamaSharpController.chat(AntSK.Models.OpenAIModel)">
-            <summary>
-            本地会话接口
-            </summary>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Controllers.LLamaSharpController.embedding(AntSK.Models.OpenAIEmbeddingModel)">
-            <summary>
-            本地嵌入接口
-            </summary>
-            <param name="model"></param>
-            <returns></returns>
-        </member>
-        <member name="T:AntSK.Controllers.OpenController">
-            <summary>
-            对外接口
-            </summary>
-        </member>
-        <member name="M:AntSK.Controllers.OpenController.#ctor(AntSK.Services.OpenApi.IOpenApiService)">
-            <summary>
-            对外接口
-            </summary>
-        </member>
-        <member name="M:AntSK.Controllers.OpenController.chat(AntSK.Models.OpenAIModel)">
-            <summary>
-            对话接口
-            </summary>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Pages.ChatPage.Chat.SendKms(System.String,System.String,AntSK.Domain.Repositories.Apps)">
-            <summary>
-            发送知识库问答
-            </summary>
-            <param name="questions"></param>
-            <param name="msg"></param>
-            <param name="app"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Pages.ChatPage.Chat.SendChat(System.String,System.String,AntSK.Domain.Repositories.Apps)">
-            <summary>
-            发送普通对话
-            </summary>
-            <param name="questions"></param>
-            <param name="msg"></param>
-            <param name="app"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Pages.ChatPage.Chat.HistorySummarize(System.String)">
-            <summary>
-            历史会话的会话总结
-            </summary>
-            <param name="questions"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Pages.ChatPage.OpenChat.SendKms(System.String,System.String,AntSK.Domain.Repositories.Apps)">
-            <summary>
-            发送知识库问答
-            </summary>
-            <param name="questions"></param>
-            <param name="msg"></param>
-            <param name="app"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Pages.ChatPage.OpenChat.SendChat(System.String,System.String,AntSK.Domain.Repositories.Apps)">
-            <summary>
-            发送普通对话
-            </summary>
-            <param name="questions"></param>
-            <param name="msg"></param>
-            <param name="app"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Pages.ChatPage.OpenChat.HistorySummarize(System.String)">
-            <summary>
-            历史会话的会话总结
-            </summary>
-            <param name="questions"></param>
-            <returns></returns>
-        </member>
-        <member name="T:AntSK.Pages.KmsPage.KmsDetail.UrlModel">
-            <summary>
-            根据文档ID获取文档
-            </summary>
-            <param name="fileid"></param>
-            <returns></returns>
-        </member>
-        <member name="T:AntSK.Services.LLamaSharp.LLamaChatService">
-            <summary>
-            
-            </summary>
-        </member>
-        <member name="T:AntSK.Services.LLamaSharp.LLamaEmbeddingService">
-            <summary>
-            本地Embedding
-            </summary>
-        </member>
-        <member name="M:AntSK.Services.OpenApi.OpenApiService.SendKms(System.String,AntSK.Domain.Repositories.Apps)">
-            <summary>
-            发送知识库问答
-            </summary>
-            <param name="questions"></param>
-            <param name="msg"></param>
-            <param name="app"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Services.OpenApi.OpenApiService.SendChat(System.String,AntSK.Domain.Repositories.Apps)">
-            <summary>
-            发送普通对话
-            </summary>
-            <param name="questions"></param>
-            <param name="msg"></param>
-            <param name="app"></param>
-            <returns></returns>
-        </member>
-        <member name="M:AntSK.Services.OpenApi.OpenApiService.HistorySummarize(AntSK.Models.OpenAIModel)">
-            <summary>
-            历史会话的会话总结
-            </summary>
-            <param name="questions"></param>
-            <param name="msg"></param>
-            <returns></returns>
-        </member>
-    </members>
-</doc>

AntSK/Controllers/InitController.cs

@@ -1,31 +0,0 @@
-using Microsoft.AspNetCore.Http;
-using Microsoft.AspNetCore.Mvc;
-using AntSK.Domain.Repositories;
-
-namespace AntSK.Controllers
-{
-    [Route("api/[controller]/[action]")]
-    [ApiController]
-    public class InitController : ControllerBase
-    {
-        private readonly IApps_Repositories _repository;
-
-        public InitController(IApps_Repositories repository)
-        {
-            _repository = repository;
-        }
-        /// <summary>
-        /// 初始化DB 和表
-        /// </summary>
-        /// <returns></returns>
-        [HttpPost]
-        public IActionResult InitTable()
-        {
-            _repository.GetDB().DbMaintenance.CreateDatabase();
-            _repository.GetDB().CodeFirst.InitTables(typeof(Apps));
-            _repository.GetDB().CodeFirst.InitTables(typeof(Kmss));
-            _repository.GetDB().CodeFirst.InitTables(typeof(KmsDetails));
-            return Ok();
-        }
-    }
-}

AntSK/Controllers/LLamaSharpController.cs

@@ -1,44 +0,0 @@
-using AntSK.Models;
-using Microsoft.AspNetCore.Http;
-using Microsoft.AspNetCore.Mvc;
-using AntSK.Domain.Utils;
-using AntSK.Services.LLamaSharp;
-
-namespace AntSK.Controllers
-{
-    [ApiController]
-    public class LLamaSharpController(ILLamaSharpService _lLamaSharpService) : ControllerBase
-    {
-        /// <summary>
-        /// 本地会话接口
-        /// </summary>
-        /// <returns></returns>
-        [HttpPost]
-        [Route("llama/v1/chat/completions")]
-        public async Task chat(OpenAIModel model)
-        {
-            if (model.stream)
-            {
-                await _lLamaSharpService.ChatStream(model, HttpContext);
-            }
-            else
-            {
-                await _lLamaSharpService.Chat(model, HttpContext);
-            }
-        }
-
-        /// <summary>
-        /// 本地嵌入接口
-        /// </summary>
-        /// <param name="model"></param>
-        /// <returns></returns>
-        [HttpPost]
-        [Route("llama/v1/embeddings")]
-        public async Task embedding(OpenAIEmbeddingModel model)
-        {
-
-            await _lLamaSharpService.Embedding(model,HttpContext);
-
-        }
-    }
-}

AntSK/Controllers/OpenController.cs

@@ -1,31 +0,0 @@
-using AntSK.Domain.Model;
-using AntSK.Domain.Repositories;
-using AntSK.Domain.Utils;
-using AntSK.Models;
-using AntSK.Models.OpenAPI;
-using AntSK.Services.OpenApi;
-using Microsoft.AspNetCore.Http;
-using Microsoft.AspNetCore.Mvc;
-
-namespace AntSK.Controllers
-{
-
-    /// <summary>
-    /// 对外接口
-    /// </summary>
-    [ApiController]
-    public class OpenController(IOpenApiService _openApiService) : ControllerBase
-    {
-        /// <summary>
-        /// 对话接口
-        /// </summary>
-        /// <returns></returns>
-        [HttpPost]
-        [Route("api/v1/chat/completions")]
-        public async Task chat(OpenAIModel model)
-        {
-            string sk = HttpContext.Request.Headers["Authorization"].ConvertToString();
-            await _openApiService.Chat(model,sk, HttpContext);
-        }
-    }
-}

AntSK/Layouts/BasicLayout.razor

@@ -1,72 +0,0 @@
-@namespace AntSK
-@using System.Security.Claims
-@using AntSK.Services.Auth
-@using Microsoft.AspNetCore.Components.Authorization
-@using AntSK.Domain.Options
-@using AntSK.Domain.Repositories
-@inherits LayoutComponentBase
-
-<AntDesign.ProLayout.BasicLayout 
-    Logo="@("https://gw.alipayobjects.com/zos/rmsportal/KDpgvguMpGfqaHPjicRK.svg")"
-    MenuData="_menuData">
-    <RightContentRender>
-        <AntSK.Components.RightContent />
-    </RightContentRender>
-    <ChildContent>
-        @Body
-    </ChildContent>
-    <FooterRender>
-        <FooterView Copyright="2024 许泽宇的技术分享" Links="Links"></FooterView>
-    </FooterRender>
-</AntDesign.ProLayout.BasicLayout>
-<SettingDrawer />
-
-@code
-{
-    private MenuDataItem[] _menuData = { };
-
-    [Inject] public HttpClient HttpClient { get; set; }
-    [Inject] public AuthenticationStateProvider AuthenticationStateProvider { get; set; }
-    [Inject] protected IUsers_Repositories _users_Repositories { get; set; }
-    private ClaimsPrincipal context => ((AntSKAuthProvider)AuthenticationStateProvider).GetCurrentUser();
-
-    protected override async Task OnInitializedAsync()
-    {
-        await base.OnInitializedAsync();
-        //菜单权限控制
-        var menuList  = await HttpClient.GetFromJsonAsync<MenuDataItem[]>("data/menu.json");
-        if ((bool)context?.Identity.IsAuthenticated)
-        {
-            if (context.Identity.Name == LoginOption.User)
-            {
-                _menuData = menuList;
-            }
-            else
-            {
-                var userMenuList = _users_Repositories.GetFirst(p => p.No == context.Identity.Name).MenuRole.Split(",").ToList();
-                //非管理员用户不允许操作系统设置
-                _menuData = menuList.Where(p => p.Key != "setting" && userMenuList.Contains(p.Key)).ToArray();
-            }
-        }
-    }
-
-
-    public LinkItem[] Links { get; set; } =
-    {
-        new LinkItem
-        {
-            Key = "许泽宇的技术分享",
-            Title = "许泽宇的技术分享",
-            Href = "http://studiogpt.cn/",
-            BlankTarget = true,
-        },
-        new LinkItem
-        {
-            Key = "github",
-            Title = (RenderFragment)(@<Icon Type="github" />),
-            Href = "https://github.com/xuzeyu91/Xzy.AntSK.KnowledgeBase",
-            BlankTarget = true,
-        }
-      
-    };
-}

AntSK/Layouts/OpenLayout.razor

@@ -1,8 +0,0 @@
-@namespace AntSK
-@inherits LayoutComponentBase
-
-@Body
-
-@code {
-
-}

AntSK/Pages/AppPage/AddApp.razor

@@ -1,75 +0,0 @@
-@namespace AntSK.Pages.AppPage
-@using AntSK.Domain.Repositories
-@using AntSK.Models
-@page "/App/Add"
-@page "/App/Add/{AppId}"
-@using AntSK.Services.Auth
-@inherits AuthComponentBase
-
-<PageContainer Title="新增应用">
-    <ChildContent>
-        <Card>
-            <Form Model="@_appModel"
-                  Style="margin-top: 8px;"
-                  OnFinish="HandleSubmit">
-                <FormItem Label="知识库名称" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                    <Input Placeholder="请输入知识库名称" @bind-Value="@context.Name" />
-                </FormItem>
-                <FormItem Label="图标" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                    <Input Placeholder="请输入图标" @bind-Value="@context.Icon" />
-                    <a href="https://antblazor.com/zh-CN/components/icon" target="_blank">图标库</a>
-                </FormItem>
-                <FormItem Label="类型" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                    <RadioGroup @bind-Value="context.Type">
-                        <Radio RadioButton Value="@("chat")">简单对话</Radio>
-                        <Radio RadioButton Value="@("kms")" >知识库</Radio>
-                     </RadioGroup>
-                 </FormItem>
-                 <FormItem Label="描述" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                    <Input Placeholder="请输入描述" @bind-Value="@context.Describe" />
-                </FormItem>
-                @if (@context.Type == "chat")
-                {
-                    <FormItem Label="提示词" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <TextArea MinRows="4" Placeholder="请输入提示词,用户输入使用{{$input}} 来做占位符" @bind-Value="@context.Prompt" />
-                    </FormItem>     
-                }
-                @if (@context.Type == "kms")
-                {
-                    <FormItem Label="知识库" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <Select Mode="multiple"
-                                @bind-Values="kmsIds"
-                                Placeholder="选择知识库"
-                                TItemValue="string"
-                                TItem="string"
-                                Size="@AntSizeLDSType.Default"
-                                >
-                            <SelectOptions>
-                                @foreach (var kms in _kmsList)
-                                {
-                                    <SelectOption TItem="string" TItemValue="string" Value="@kms.Id" Label="@kms.Name" />
-                                }
-                            </SelectOptions>
-                        </Select>
-                    </FormItem>
-                }
-                <FormItem Label=" " Style="margin-top:32px" WrapperCol="LayoutModel._submitFormLayout.WrapperCol">
-                    <Button Type="primary" HtmlType="submit">
-                        保存
-                    </Button>
-                    <Button  OnClick="Back">
-                        返回
-                    </Button>
-                </FormItem>
-            </Form>
-        </Card>
-    </ChildContent>
-</PageContainer>
-
-
-<style>
-    .avatar-uploader > .ant-upload {
-        width: 128px;
-        height: 128px;
-    }
-</style>

AntSK/Pages/AppPage/AddApp.razor.cs

@@ -1,84 +0,0 @@
-using AntDesign;
-using Microsoft.AspNetCore.Components;
-using AntSK.Domain.Repositories;
-using AntSK.Models;
-using System.IO;
-
-namespace AntSK.Pages.AppPage
-{
-    public partial class AddApp
-    {
-        [Parameter]
-        public string AppId { get; set; }
-
-        [Inject]
-        protected IApps_Repositories _apps_Repositories { get; set; }
-
-        [Inject]
-        protected IKmss_Repositories _kmss_Repositories { get; set; }
-        [Inject]
-        protected NavigationManager NavigationManager { get; set; }
-        [Inject]
-        protected MessageService? Message { get; set; }
-
-        private Apps _appModel = new Apps() ;
-
-        IEnumerable <string>  kmsIds;
-
-        private List<Kmss> _kmsList = new List<Kmss>();
-
-
-        protected override async Task OnInitializedAsync()
-        {
-            await base.OnInitializedAsync();
-            _kmsList = _kmss_Repositories.GetList();
-            if (!string.IsNullOrEmpty(AppId))
-            {
-                //查看
-                _appModel= _apps_Repositories.GetFirst(p => p.Id == AppId);
-                kmsIds = _appModel.KmsIdList?.Split(",");
-            }
-        }
-        private void HandleSubmit()
-        {
-            if (string.IsNullOrEmpty(AppId))
-            {
-                //新增
-                _appModel.Id = Guid.NewGuid().ToString();
-                //秘钥
-                _appModel.SecretKey="sk-"+ Guid.NewGuid().ToString();
-                if (_apps_Repositories.IsAny(p => p.Name == _appModel.Name))
-                {
-                    _ = Message.Error("名称已存在！", 2);
-                    return;
-                }
-
-                if (kmsIds != null && kmsIds.Count() > 0)
-                {
-                    _appModel.KmsIdList = string.Join(",", kmsIds);
-                }
-
-                _apps_Repositories.Insert(_appModel);
-            }
-            else {
-                //修改
-                if (kmsIds != null && kmsIds.Count() > 0)
-                {
-                    _appModel.KmsIdList = string.Join(",", kmsIds);
-                }
-
-                _apps_Repositories.Update(_appModel);
-            }
-          
-
-            //NavigationManager.NavigateTo($"/app/detail/{_appModel.Id}");
-            NavigationManager.NavigateTo($"/applist");
-        }
-
-
-        private void Back() {
-            NavigationManager.NavigateTo("/applist");
-        }
-    }
-
-}

AntSK/Pages/ChatPage/Chat.razor

@@ -1,152 +0,0 @@
-@namespace AntSK.Pages.ChatPage
-@using AntSK.Domain.Repositories
-@using AntSK.Models
-@using Microsoft.AspNetCore.Components.Web.Virtualization
-@page "/Chat"
-@page "/Chat/{AppId}"
-@using AntSK.Services.Auth
-@inherits AuthComponentBase
-
-<GridRow Gutter="(16, 16)">
-    <GridCol Span="12">
-        <Spin Size="large" Tip="请稍等..." Spinning="@(_loading)">
-            <Card Style="height:700px;overflow: auto;">
-                <TitleTemplate>
-                    <Icon Type="setting" /> 选择应用
-                    <Select DataSource="@_list"
-                            @bind-Value="@AppId"
-                            DefaultValue="@("lucy")"
-                            ValueProperty="c=>c.Id"
-                            LabelProperty="c=>c.Name"
-                            Style="width:200px">
-                    </Select>
-                </TitleTemplate>
-                <Body>
-                    <div id="scrollDiv" style="height: 530px; overflow-y: auto; overflow-x: hidden;">
-                        <GridRow Gutter="(8, 8)" Style="margin:0">
-                            <Virtualize Items="@(MessageList.OrderBy(o => o.CreateTime).ToList())" Context="item">
-                                @if (item.IsSend)
-                                {
-                                    <GridRow Style="width:100%">
-                                        <GridCol Span="23">
-                                            <div class="chat-bubble sent">
-                                                @(item.Context)
-                                                @* <span class="timestamp">@item.CreateTime</span> *@
-                                            </div>
-                                        </GridCol>
-                                        <GridCol Span="1">
-                                            <Image Width="100%" Style="margin-top:10px;" Src="https://gw.alipayobjects.com/zos/rmsportal/KDpgvguMpGfqaHPjicRK.svg" />
-                                        </GridCol>
-                                    </GridRow>
-                                }
-                                else
-                                {
-                                    <GridRow Style="width:100%">
-                                        <GridCol Span="1">
-                                            <Image Width="100%" Style="margin-top:10px;" Src="https://gw.alipayobjects.com/zos/antfincdn/aPkFc8Sj7n/method-draw-image.svg" />
-                                        </GridCol>
-                                        <GridCol Span="23">
-                                            <div class="chat-bubble received">
-                                                @((MarkupString)(item.HtmlAnswers))
-                                                @* <span class="timestamp">@item.CreateTime</span> *@
-                                            </div>
-                                        </GridCol>
-                                    </GridRow>
-                                }
-                            </Virtualize>
-                        </GridRow>
-                    </div>
-                    <div style="height: 10px;"></div>
-                    <AntDesign.Input @bind-Value="@(_messageInput)" DebounceMilliseconds="@(-1)" Placeholder="输入消息回车发送" OnPressEnter="@(async () => await OnSendAsync())" Disabled="@Sendding">
-                        <Suffix>
-                            <Button Icon="send" Type="@(ButtonType.Link)" OnClick="@(async () => await OnSendAsync())" Disabled="@Sendding"></Button>
-                        </Suffix>
-                    </AntDesign.Input>
-                </Body>
-            </Card>
-        </Spin>
-    </GridCol>
-    <GridCol Span="12">
-        <Card Style="height: 700px;overflow: auto;">
-            <TitleTemplate>
-                <Icon Type="search" /> 调试结果
-            </TitleTemplate>
-            <Extra>
-
-            </Extra>
-            <Body>
-                <AntList Bordered DataSource="@RelevantSources" Style="padding:10px;">
-                     <ChildContent Context="item" >
-                         <span> <b>@item.SourceName </b>  相似度：<Text Mark> @item.Relevance</Text></span>
-                            <Body>
-                                @((MarkupString)(@item.Text))
-                            </Body>
-                        </ChildContent>
-                    </AntList>
-                </Body>
-            </Card>
-        </GridCol>
-    </GridRow>
-
-    <style>
-
-        body {
-            font-family: Arial, sans-serif;
-            margin: 0;
-            padding: 10px;
-            justify-content: center;
-            align-items: flex-start;
-            height: 100vh;
-        }
-
-        .chat-container {
-            width: 350px;
-            border: 1px solid #ccc;
-            border-radius: 5px;
-            overflow: hidden;
-            display: flex;
-            flex-direction: column;
-            background-color: #fff;
-            padding-bottom: 15px;
-        }
-
-        .chat-bubble {
-            padding: 10px;
-            margin: 10px;
-            margin-bottom: 0;
-            border-radius: 5px;
-            max-width: 70%;
-            position: relative;
-        }
-
-        .received {
-            background-color: #f0f0f0;
-            align-self: flex-start;
-            float: left;
-        }
-
-        .sent {
-            background-color: #daf8cb;
-            align-self: flex-end;
-            float: right;
-        }
-
-        .timestamp {
-            display: block;
-            font-size: 0.75em;
-            margin-top: 5px;
-        }
-
-        .received .timestamp {
-            text-align: right;
-            margin-right: 10px;
-        }
-
-        .sent .timestamp {
-            text-align: left;
-            margin-left: 10px;
-        }
-    </style>
-    @code {
-
-}

AntSK/Pages/ChatPage/Chat.razor.cs

@@ -1,268 +0,0 @@
-using AntDesign;
-using AntSK.Domain.Model;
-using AntSK.Domain.Repositories;
-using AntSK.Domain.Utils;
-using Azure.AI.OpenAI;
-using Azure.Core;
-using DocumentFormat.OpenXml.EMMA;
-using MarkdownSharp;
-using Microsoft.AspNetCore.Components;
-using Microsoft.KernelMemory;
-using Microsoft.OpenApi.Models;
-using Microsoft.SemanticKernel;
-using Microsoft.SemanticKernel.ChatCompletion;
-using Microsoft.SemanticKernel.Connectors.OpenAI;
-using Newtonsoft.Json;
-using SqlSugar;
-using System;
-using System.Text;
-
-namespace AntSK.Pages.ChatPage
-{
-    public partial class Chat
-    {
-        [Parameter]
-        public string AppId { get; set; }
-        [Inject] 
-        protected MessageService? Message { get; set; }
-        [Inject]
-        protected IApps_Repositories _apps_Repositories { get; set; }
-        [Inject]
-        protected IKmss_Repositories _kmss_Repositories { get; set; }
-        [Inject]
-        protected IKmsDetails_Repositories _kmsDetails_Repositories { get; set; }
-        [Inject]
-        protected MemoryServerless _memory { get; set; }
-        [Inject]
-        protected Kernel _kernel { get; set; }
-
-        protected bool _loading = false;
-        protected List<MessageInfo> MessageList = [];
-        protected string? _messageInput;
-        protected string _json = "";
-        protected bool Sendding = false;
-
-        List<RelevantSource> RelevantSources = new List<RelevantSource>();
-
-        protected List<Apps> _list = new List<Apps>();
-        protected override async Task OnInitializedAsync()
-        {
-            await base.OnInitializedAsync();
-            _list= _apps_Repositories.GetList();
-        }
-        protected async Task OnSendAsync()
-        {
-            if (string.IsNullOrWhiteSpace(_messageInput))
-            {
-                _ = Message.Info("请输入消息", 2);
-                return;
-            }
-
-            if (string.IsNullOrWhiteSpace(AppId))
-            {
-                _ = Message.Info("请选择应用进行测试", 2);
-                return;
-            }
-
-            MessageList.Add(new MessageInfo()
-            {
-                ID = Guid.NewGuid().ToString(),
-                Context = _messageInput,
-                CreateTime = DateTime.Now,
-                IsSend = true
-            });
-
-
-            Sendding = true;
-            await SendAsync(_messageInput);
-            _messageInput = "";
-            Sendding = false;
-
-        }
-        protected async Task OnCopyAsync(MessageInfo item)
-        {
-            await Task.Run(() =>
-            {
-                _messageInput = item.Context;
-            });
-        }
-
-        protected async Task OnClearAsync(string id)
-        {
-            await Task.Run(() =>
-            {
-                MessageList = MessageList.Where(w => w.ID != id).ToList();
-            });
-        }
-
-        protected async Task<bool> SendAsync(string questions)
-        {
-            string msg = questions;
-            //处理多轮会话
-            if (MessageList.Count > 0)
-            {
-                msg = await HistorySummarize(questions);
-            }
-
-            Apps app=_apps_Repositories.GetFirst(p => p.Id == AppId);
-            switch (app.Type)
-            {
-                case "chat":
-                    //普通会话
-                    await SendChat(questions, msg, app);
-                    break;
-                case "kms":
-                    //知识库问答
-                    await SendKms(questions, msg, app);
-                    break;
-            }
-
-            return await Task.FromResult(true);
-        }
-
-        /// <summary>
-        /// 发送知识库问答
-        /// </summary>
-        /// <param name="questions"></param>
-        /// <param name="msg"></param>
-        /// <param name="app"></param>
-        /// <returns></returns>
-        private async Task SendKms(string questions, string msg, Apps app)
-        {
-            //知识库问答
-            var filters = new List<MemoryFilter>();
-
-            var kmsidList = app.KmsIdList.Split(",");
-            foreach (var kmsid in kmsidList)
-            {
-                filters.Add(new MemoryFilter().ByTag("kmsid", kmsid));
-            }
-
-            var kmsResult = await _memory.AskAsync(msg, index: "kms", filters: filters);
-            if (kmsResult != null)
-            {
-                if (!string.IsNullOrEmpty(kmsResult.Result))
-                {
-                    string answers = kmsResult.Result;
-                    var markdown = new Markdown();
-                    string htmlAnswers = markdown.Transform(answers);
-                    var info1 = new MessageInfo()
-                    {
-                        ID = Guid.NewGuid().ToString(),
-                        Context = answers,
-                        HtmlAnswers = htmlAnswers,
-                        CreateTime = DateTime.Now,
-                    };
-                    MessageList.Add(info1);
-                }
-
-                foreach (var x in kmsResult.RelevantSources)
-                {
-                    foreach (var xsd in x.Partitions)
-                    {
-                        var markdown = new Markdown();
-                        string sourceName = x.SourceName;
-                        var fileDetail = _kmsDetails_Repositories.GetFirst(p => p.FileGuidName == x.SourceName);
-                        if (fileDetail.IsNotNull())
-                        {
-                            sourceName = fileDetail.FileName;
-                        }
-                        RelevantSources.Add(new RelevantSource() { SourceName = sourceName, Text = markdown.Transform(xsd.Text), Relevance = xsd.Relevance });
-                    }
-                }
-            }
-        }
-
-        /// <summary>
-        /// 发送普通对话
-        /// </summary>
-        /// <param name="questions"></param>
-        /// <param name="msg"></param>
-        /// <param name="app"></param>
-        /// <returns></returns>
-        private async Task SendChat(string questions, string msg, Apps app)
-        {
-            if (string.IsNullOrEmpty(app.Prompt))
-            {
-                //如果模板为空，给默认提示词
-                app.Prompt = "{{$input}}";
-            }
-            var promptTemplateFactory = new KernelPromptTemplateFactory();
-            var promptTemplate = promptTemplateFactory.Create(new PromptTemplateConfig(app.Prompt));
-            var renderedPrompt = await promptTemplate.RenderAsync(_kernel);
-
-            var func = _kernel.CreateFunctionFromPrompt(app.Prompt, new OpenAIPromptExecutionSettings());
-            var chatResult = _kernel.InvokeStreamingAsync<StreamingChatMessageContent>(function: func, arguments: new KernelArguments() { ["input"] = msg });
-            MessageInfo info = null;
-            var markdown = new Markdown();
-            await foreach (var content in chatResult)
-            {
-                if (info == null)
-                {
-                    info = new MessageInfo();
-                    info.ID = Guid.NewGuid().ToString();
-                    info.Context = content?.Content?.ConvertToString();
-                    info.HtmlAnswers = content?.Content?.ConvertToString();
-                    info.CreateTime = DateTime.Now;
-
-                    MessageList.Add(info);
-                }
-                else
-                {
-                    info.HtmlAnswers += content.Content;
-                    await Task.Delay(50); 
-                }
-                await InvokeAsync(StateHasChanged);
-            }
-            //全部处理完后再处理一次Markdown
-            if (info.IsNotNull())
-            {
-                info!.HtmlAnswers = markdown.Transform(info.HtmlAnswers);
-            }
-     
-            await InvokeAsync(StateHasChanged);
-        }
-
-        /// <summary>
-        /// 历史会话的会话总结
-        /// </summary>
-        /// <param name="questions"></param>
-        /// <returns></returns>
-        private async Task<string> HistorySummarize(string questions)
-        {
-            if (MessageList.Count > 1)
-            {
-                StringBuilder history = new StringBuilder();
-                foreach (var item in MessageList)
-                {
-                    if (item.IsSend)
-                    {
-                        history.Append($"user:{item.Context}{Environment.NewLine}");
-                    }
-                    else
-                    {
-                        history.Append($"assistant:{item.Context}{Environment.NewLine}");
-                    }
-                }
-
-                KernelFunction sunFun = _kernel.Plugins.GetFunction("ConversationSummaryPlugin", "SummarizeConversation");
-                var summary = await _kernel.InvokeAsync(sunFun, new() { ["input"] = $"内容是：{history.ToString()} {Environment.NewLine} 请注意用中文总结" });
-                string his = summary.GetValue<string>();
-                var msg = $"历史对话：{his}{Environment.NewLine} 用户问题：{Environment.NewLine}{questions}"; ;
-                return msg;
-            }
-            else 
-            {
-                return questions;
-            }
-        }
-    }
-
-    public class RelevantSource
-    {
-        public string SourceName { get; set; }
-
-        public string Text { get; set; }
-        public float Relevance { get; set; }
-    }
-}

AntSK/Pages/ChatPage/OpenChat.razor

@@ -1,114 +0,0 @@
-@namespace AntSK.Pages.ChatPage
-@using AntSK.Domain.Repositories
-@using AntSK.Models
-@using Microsoft.AspNetCore.Components.Web.Virtualization
-@page "/OpenChat/{AppId}"
-@layout OpenLayout
-
-<div id="chat" style="display:flex; flex-direction:column; height:100%; overflow-x:hidden;">
-    <PageHeader Class="site-page-header" Title="@app.Name" Subtitle="@app.Describe" />
-    <div id="scrollDiv" style="flex:1; width:100%; overflow-y:auto; overflow-x:hidden;padding:10px;">
-        <Virtualize Items="@(MessageList.OrderBy(o => o.CreateTime).ToList())" Context="item">
-            @if (item.IsSend)
-            {
-                <GridRow>
-                    <GridCol Span="23">
-                        <div class="chat-bubble sent">
-                            @(item.Context)
-                            @* <span class="timestamp">@item.CreateTime</span> *@
-                        </div>
-                    </GridCol>
-                    <GridCol Span="1">
-                        <Image Width="100%" Style="margin-top:10px;" Src="https://gw.alipayobjects.com/zos/rmsportal/KDpgvguMpGfqaHPjicRK.svg" />
-                    </GridCol>
-                </GridRow>
-            }
-            else
-            {
-                <GridRow>
-                    <GridCol Span="1">
-                        <Image Width="100%" Style="margin-top:10px;" Src="https://gw.alipayobjects.com/zos/antfincdn/aPkFc8Sj7n/method-draw-image.svg" />
-                    </GridCol>
-                    <GridCol Span="23">
-                        <div class="chat-bubble received">
-                            @((MarkupString)(item.HtmlAnswers))
-                            @* <span class="timestamp">@item.CreateTime</span> *@
-                        </div>
-                    </GridCol>
-                </GridRow>
-            }
-
-        </Virtualize>
-    </div>
-    <div style="flex-shrink:0;margin:10px;">
-        <AntDesign.Input @bind-Value="@(_messageInput)" DebounceMilliseconds="@(-1)" Placeholder="输入消息回车发送" OnPressEnter="@(async () => await OnSendAsync())" Disabled="@Sendding">
-            <Suffix>
-                <Button Icon="send" Type="@(ButtonType.Link)" OnClick="@(async () => await OnSendAsync())" Disabled="@Sendding"></Button>
-            </Suffix>
-        </AntDesign.Input>
-    </div>
-</div>
-
-<style>
-
-    body {
-        font-family: Arial, sans-serif;
-        margin: 0;
-        padding: 10px;
-        justify-content: center;
-        align-items: flex-start;
-        height: 100vh;
-    }
-
-    .chat-container {
-        width: 350px;
-        border: 1px solid #ccc;
-        border-radius: 5px;
-        overflow: hidden;
-        display: flex;
-        flex-direction: column;
-        background-color: #fff;
-        padding-bottom: 15px;
-    }
-
-    .chat-bubble {
-        padding: 10px;
-        margin: 10px;
-        margin-bottom: 0;
-        border-radius: 5px;
-        max-width: 70%;
-        position: relative;
-    }
-
-    .received {
-        background-color: #f0f0f0;
-        align-self: flex-start;
-        float: left;
-    }
-
-    .sent {
-        background-color: #daf8cb;
-        align-self: flex-end;
-        float: right;
-    }
-
-    .timestamp {
-        display: block;
-        font-size: 0.75em;
-        margin-top: 5px;
-    }
-
-    .received .timestamp {
-        text-align: right;
-        margin-right: 10px;
-    }
-
-    .sent .timestamp {
-        text-align: left;
-        margin-left: 10px;
-    }
-</style>
-
-@code {
-
-}

AntSK/Pages/ChatPage/OpenChat.razor.cs

@@ -1,233 +0,0 @@
-using AntDesign;
-using AntSK.Domain.Model;
-using AntSK.Domain.Repositories;
-using AntSK.Domain.Utils;
-using Azure.AI.OpenAI;
-using Azure.Core;
-using DocumentFormat.OpenXml.EMMA;
-using MarkdownSharp;
-using Microsoft.AspNetCore.Components;
-using Microsoft.KernelMemory;
-using Microsoft.OpenApi.Models;
-using Microsoft.SemanticKernel;
-using Microsoft.SemanticKernel.ChatCompletion;
-using Microsoft.SemanticKernel.Connectors.OpenAI;
-using Newtonsoft.Json;
-using SqlSugar;
-using System;
-using System.Text;
-using AntSK.Domain.Utils;
-
-namespace AntSK.Pages.ChatPage
-{
-    public partial class OpenChat
-    {
-        [Parameter]
-        public string AppId { get; set; }
-        [Inject] 
-        protected MessageService? Message { get; set; }
-        [Inject]
-        protected IApps_Repositories _apps_Repositories { get; set; }
-        [Inject]
-        protected IKmss_Repositories _kmss_Repositories { get; set; }
-        [Inject]
-        protected IKmsDetails_Repositories _kmsDetails_Repositories { get; set; }
-        [Inject]
-        protected MemoryServerless _memory { get; set; }
-        [Inject]
-        protected Kernel _kernel { get; set; }
-
-        protected bool _loading = false;
-        protected List<MessageInfo> MessageList = [];
-        protected string? _messageInput;
-        protected string _json = "";
-        protected bool Sendding = false;
-
-        protected Apps app = new Apps();
-        protected override async Task OnInitializedAsync()
-        {
-            await base.OnInitializedAsync();
-            app = _apps_Repositories.GetFirst(p=>p.Id==AppId);
-        }
-        protected async Task OnSendAsync()
-        {
-            if (string.IsNullOrWhiteSpace(_messageInput))
-            {
-                _ = Message.Info("请输入消息", 2);
-                return;
-            }
-
-            MessageList.Add(new MessageInfo() { 
-                ID=Guid.NewGuid().ToString(),
-                Context=_messageInput,
-                CreateTime=DateTime.Now,
-                IsSend=true
-            });
-
-
-            Sendding = true;
-            await SendAsync(_messageInput);
-            _messageInput = "";
-            Sendding = false;
-
-        }
-        protected async Task OnCopyAsync(MessageInfo item)
-        {
-            await Task.Run(() =>
-            {
-                _messageInput = item.Context;
-            });
-        }
-
-        protected async Task OnClearAsync(string id)
-        {
-            await Task.Run(() =>
-            {
-                MessageList = MessageList.Where(w => w.ID != id).ToList();
-            });
-        }
-
-        protected async Task<bool> SendAsync(string questions)
-        {
-            string msg = questions;
-            //处理多轮会话
-            if (MessageList.Count > 0)
-            {
-                msg = await HistorySummarize(questions);
-            }
-
-            Apps app=_apps_Repositories.GetFirst(p => p.Id == AppId);
-            switch (app.Type)
-            {
-                case "chat":
-                    //普通会话
-                    await SendChat(questions, msg, app);
-                    break;
-                case "kms":
-                    //知识库问答
-                    await SendKms(questions, msg, app);
-                    break;
-            }
-
-            return await Task.FromResult(true);
-        }
-
-        /// <summary>
-        /// 发送知识库问答
-        /// </summary>
-        /// <param name="questions"></param>
-        /// <param name="msg"></param>
-        /// <param name="app"></param>
-        /// <returns></returns>
-        private async Task SendKms(string questions, string msg, Apps app)
-        {
-            //知识库问答
-            var filters = new List<MemoryFilter>();
-
-            var kmsidList = app.KmsIdList.Split(",");
-            foreach (var kmsid in kmsidList)
-            {
-                filters.Add(new MemoryFilter().ByTag("kmsid", kmsid));
-            }
-
-            var kmsResult = await _memory.AskAsync(msg, index: "kms", filters: filters);
-            if (kmsResult != null)
-            {
-                if (!string.IsNullOrEmpty(kmsResult.Result))
-                {
-                    string answers = kmsResult.Result;
-                    var markdown = new Markdown();
-                    string htmlAnswers = markdown.Transform(answers);
-                    var info1 = new MessageInfo()
-                    {
-                        ID = Guid.NewGuid().ToString(),
-                        Context = answers,
-                        HtmlAnswers = htmlAnswers,
-                        CreateTime = DateTime.Now,
-                    };
-                    MessageList.Add(info1);
-                }
-            }
-        }
-
-        /// <summary>
-        /// 发送普通对话
-        /// </summary>
-        /// <param name="questions"></param>
-        /// <param name="msg"></param>
-        /// <param name="app"></param>
-        /// <returns></returns>
-        private async Task SendChat(string questions, string msg, Apps app)
-        {
-            if (string.IsNullOrEmpty(app.Prompt))
-            {
-                //如果模板为空，给默认提示词
-                app.Prompt = "{{$input}}";
-            }
-            var promptTemplateFactory = new KernelPromptTemplateFactory();
-            var promptTemplate = promptTemplateFactory.Create(new PromptTemplateConfig(app.Prompt));
-            var renderedPrompt = await promptTemplate.RenderAsync(_kernel);
-
-            var func = _kernel.CreateFunctionFromPrompt(app.Prompt, new OpenAIPromptExecutionSettings());
-            var chatResult = _kernel.InvokeStreamingAsync<StreamingChatMessageContent>(function: func, arguments: new KernelArguments() { ["input"] = msg });
-            MessageInfo info = null;
-            var markdown = new Markdown();
-            await foreach (var content in chatResult)
-            {
-                if (info == null)
-                {
-                    info = new MessageInfo();
-                    info.ID = Guid.NewGuid().ToString();
-                    info.Context = content?.Content?.ConvertToString(); 
-                    info.HtmlAnswers = content?.Content?.ConvertToString();
-                    info.CreateTime = DateTime.Now;
-
-                    MessageList.Add(info);
-                }
-                else
-                {
-                    info.HtmlAnswers += content.Content;
-                    await Task.Delay(50); 
-                }
-                await InvokeAsync(StateHasChanged);
-            }
-            //全部处理完后再处理一次Markdown
-            info!.HtmlAnswers = markdown.Transform(info.HtmlAnswers);
-            await InvokeAsync(StateHasChanged);
-        }
-
-        /// <summary>
-        /// 历史会话的会话总结
-        /// </summary>
-        /// <param name="questions"></param>
-        /// <returns></returns>
-        private async Task<string> HistorySummarize(string questions)
-        {
-            if (MessageList.Count > 1)
-            {
-                StringBuilder history = new StringBuilder();
-                foreach (var item in MessageList)
-                {
-                    if (item.IsSend)
-                    {
-                        history.Append($"user:{item.Context}{Environment.NewLine}");
-                    }
-                    else
-                    {
-                        history.Append($"assistant:{item.Context}{Environment.NewLine}");
-                    }
-                }
-
-                KernelFunction sunFun = _kernel.Plugins.GetFunction("ConversationSummaryPlugin", "SummarizeConversation");
-                var summary = await _kernel.InvokeAsync(sunFun, new() { ["input"] = $"内容是：{history.ToString()} {Environment.NewLine} 请注意用中文总结" });
-                string his = summary.GetValue<string>();
-                var msg = $"历史对话：{his}{Environment.NewLine} 用户问题：{Environment.NewLine}{questions}"; ;
-                return msg;
-            }
-            else 
-            {
-                return questions;
-            }
-        }
-    }
-}

AntSK/Pages/ChatPage/OpenChat.razor.css

@@ -1,3 +0,0 @@
-.ant-card-body {
-    height: 90% !important;
-}

AntSK/Pages/Index.razor

@@ -1,29 +0,0 @@
-@namespace AntSK.Pages
-@using MarkdownSharp
-@page "/"
-@using AntSK.Services.Auth
-@inherits AuthComponentBase
-
-<Body>
-    @((MarkupString)(body))
-</Body>
-
-@code {
-    private string body = new Markdown().Transform(@"非常感谢您对**AntSK**的喜爱，您的支持对我来说是莫大的鼓励。
-
-如果您对技术类视频感兴趣，欢迎关注我的B站账号，获取更多精彩内容。
-
-- **Bilibili账号**：[点击这里](https://space.bilibili.com/1673184683/channel/series)
-
-同时，如果您感兴趣，可以访问我的GitHub页面，查看更多开源项目和代码：
-
-- **GitHub页面**：[点击这里](https://github.com/xuzeyu91)
-
-另外，如果您想加入由我创建的**.Net/AI应用开发微信交流群**，欢迎先添加我的微信**（xuzeyu91）**。
-
-发送“进群请求”，我将会把您邀请进群。
-
-期待与您在线上交流技术，共同进步！");
-
-
-}

AntSK/Pages/KmsPage/AddKms.razor

@@ -1,42 +0,0 @@
-@namespace AntSK.Pages.KmsPage
-@using AntSK.Domain.Repositories
-@using AntSK.Models
-@page "/Kms/Add"
-@inject IMessageService _message
-@using AntSK.Services.Auth
-@inherits AuthComponentBase
-
-<PageContainer Title="新增知识库">
-    <ChildContent>
-        <Card>
-            <Form 
-                  Model="@_kmsModel"
-                  Style="margin-top: 8px;"
-                  OnFinish="HandleSubmit">
-                <FormItem Label="知识库名称" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                    <Input Placeholder="请输入知识库名称" @bind-Value="@context.Name" />
-                </FormItem>
-                <FormItem Label="图标" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                    <Input Placeholder="请输入图标" @bind-Value="@context.Icon" />
-                    <a href="https://antblazor.com/zh-CN/components/icon" target="_blank">图标库</a>
-                </FormItem>
-                <FormItem Label="描述" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                    <Input Placeholder="请输入描述" @bind-Value="@context.Describe" />
-                </FormItem>
-                <FormItem Label=" " Style="margin-top:32px" WrapperCol="LayoutModel._submitFormLayout.WrapperCol">
-                    <Button Type="primary" HtmlType="submit">
-                        保存
-                    </Button>
-                </FormItem>
-            </Form>
-        </Card>
-    </ChildContent>
-</PageContainer>
-
-
-<style>
-    .avatar-uploader > .ant-upload {
-        width: 128px;
-        height: 128px;
-    }
-</style>

AntSK/Pages/KmsPage/AddKms.razor.cs

@@ -1,36 +0,0 @@
-using AntDesign;
-using Microsoft.AspNetCore.Components;
-using AntSK.Domain.Repositories;
-using AntSK.Models;
-using System.IO;
-
-namespace AntSK.Pages.KmsPage
-{
-
-    public partial class AddKms
-    {
-        [Inject]
-        protected IKmss_Repositories _kmss_Repositories { get; set; }
-        [Inject]
-        protected NavigationManager NavigationManager { get; set; }
-        [Inject]
-        protected MessageService? Message { get; set; }
-
-        private readonly Kmss _kmsModel = new Kmss() ;
-
-        private void HandleSubmit()
-        {
-            _kmsModel.Id = Guid.NewGuid().ToString();
-            if (_kmss_Repositories.IsAny(p => p.Name == _kmsModel.Name))
-            {
-                _ = Message.Error("名称已存在！", 2);
-                return;
-            }
-
-            _kmss_Repositories.Insert(_kmsModel);
-
-            NavigationManager.NavigateTo("/kmslist");
-
-        }
-    }    
-}

AntSK/Pages/KmsPage/KmsDetail.razor

@@ -1,153 +0,0 @@
-@namespace AntSK.Pages.KmsPage
-@using AntSK.Domain.Repositories
-@using System.ComponentModel.DataAnnotations
-@page "/Kms/Detail/{KmsID}"
-@inject NavigationManager NavigationManager
-@using AntSK.Services.Auth
-@inherits AuthComponentBase
-
-<div>
-    <PageContainer Title="知识库文档">
-        <ChildContent>
-            <div class="standardList">
-                <Card Class="listCard"
-                      Title="知识库文档"
-                      Style="margin-top: 24px;"
-                      BodyStyle="padding: 0 32px 40px 32px">
-
-                    <Extra>
-                        <Dropdown Style="position: absolute; right: 20px; margin-bottom: 8px;">
-                            <Overlay>
-                                <Menu>
-                                    @( _fileUpload( () =>FileShowModal()))
-                                    @(_urlUpload(() => UrlShowModal()))
-                                </Menu>
-                            </Overlay>
-                            <ChildContent>
-                                <Button>导入 <Icon Type="down" /></Button>
-                            </ChildContent>
-                        </Dropdown>
-                        <div class="extraContent" style="margin-right:100px;">
-                            <Search Class="extraContentSearch" Placeholder="搜索文档" @bind-Value="_model.Id" />
-                         </div>
-                  
-                     </Extra>
-                    <ChildContent >
-                        <AntList TItem="KmsDetails" 
-                                  DataSource="_data"
-                                  ItemLayout="ListItemLayout.Horizontal">
-                                <ListItem Actions="@(new[] {
-                            detail(()=> FileDetail(context.Id)) ,
-                            delete(async ()=>await DeleteFile(context.Id)) ,
-                             })">
-                                <ListItemMeta Description="@context.Id">
-                                    <TitleTemplate>
-                                        <div >文件ID</div>
-                                    </TitleTemplate>
-                                </ListItemMeta>
-                                <ListItemMeta Description="@context.Type">
-                                    <TitleTemplate>
-                                        <div>文件类型</div>
-                                    </TitleTemplate>
-                                </ListItemMeta>
-                                @if(@context.Type=="file")
-                                {
-                                <ListItemMeta Avatar="" Description="@context.FileName">
-                                    <TitleTemplate>
-                                        <a >文件名称</a>
-                                    </TitleTemplate>
-                                </ListItemMeta>
-                                }
-                                else
-                                {
-                                    <ListItemMeta Avatar="" Description="@context.Url">
-                                        <TitleTemplate>
-                                            <a href="@context.Url" target="_blank">Url</a>
-                                        </TitleTemplate>
-                                    </ListItemMeta>
-                                }
-                              
-                                <ListItemMeta Avatar="" Description="@context.DataCount.ToString()">
-                                    <TitleTemplate>
-                                        <a >文档切片数量</a>
-                                    </TitleTemplate>
-                                </ListItemMeta>
-                                <div class="listContent">
-                                    <div class="listContentItem">
-                                        <span>创建时间</span>
-                                        <p>@context.CreateTime.ToString("yyyy-MM-dd HH:mm")</p>
-                                    </div>
-                                </div>
-                            </ListItem>
-                        </AntList>
-                    </ChildContent>
-                </Card>
-            </div>
-        </ChildContent>
-    </PageContainer>
-</div>
-
-<Modal Title="链接读取"
-       Visible="@_urlVisible"
-       OnOk="@UrlHandleOk"
-       OnCancel="@UrlHandleCancel"
-       ConfirmLoading="@_urlConfirmLoading">
-    <Form Model="@urlModel"
-          LabelColSpan="8"
-          WrapperColSpan="16"
-          @ref="@_urlForm">
-        <FormItem Label="URL地址">
-            <Input @bind-Value="@context.Url" />
-        </FormItem>
-    </Form>
-</Modal>
-
-<Modal Title="文件导入"
-       Visible="@_fileVisible"
-       OnOk="@FileHandleOk"
-       OnCancel="@FileHandleCancel"
-       ConfirmLoading="@_fileConfirmLoading">
-    <Upload Action="@("api/File/UploadFile")"
-            Name="file"
-            Drag
-            Multiple
-            Accept="text/plain,
-            application/msword,
-            application/vnd.openxmlformats-officedocument.wordprocessingml.document,
-            application/vnd.ms-excel,
-            application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,
-            application/vnd.ms-powerpoint,
-            application/vnd.openxmlformats-officedocument.presentationml.presentation,
-            application/pdf,
-            application/json,
-            text/markdown"
-            BeforeUpload="BeforeUpload"
-            OnSingleCompleted="OnSingleCompleted">
-         <p class="ant-upload-drag-icon">
-             <Icon Type="inbox" />
-         </p>
-         <p class="ant-upload-text">单击或拖动文件到此区域进行上传</p>
-         <p class="ant-upload-hint">
-             支持txt、word、pdf、md、excel、ppt等文件。
-         </p>
-     </Upload>
-</Modal>
-
-
-@code {
-
-    RenderFragment _fileUpload(Action clickAction) =>@<MenuItem>
-            <a target="_blank" rel="noopener noreferrer" @onclick="@clickAction">
-                文件导入
-            </a>
-        </MenuItem>;
-
-    RenderFragment _urlUpload(Action clickAction) =>@<MenuItem>
-            <a target="_blank" rel="noopener noreferrer" @onclick="@clickAction">
-                链接读取
-            </a>
-        </MenuItem>;
-
-    RenderFragment detail(Action clickAction) => @<a key="detail" @onclick="@clickAction">详情</a>;
-    RenderFragment delete(Action clickAction) => @<a key="edit" @onclick="@clickAction">删除</a>;
-}

AntSK/Pages/KmsPage/KmsDetail.razor.cs

@@ -1,239 +0,0 @@
-using AntDesign;
-using AntSK.Domain.Domain.Dto;
-using AntSK.Domain.Domain.Interface;
-using AntSK.Domain.Repositories;
-using AntSK.Domain.Utils;
-using AntSK.Models;
-using AntSK.Services;
-using DocumentFormat.OpenXml.Office2010.Excel;
-using DocumentFormat.OpenXml.Spreadsheet;
-using DocumentFormat.OpenXml.Vml.Spreadsheet;
-using Microsoft.AspNetCore.Components;
-using Microsoft.AspNetCore.Components.Web;
-using Microsoft.KernelMemory;
-using System.ComponentModel.DataAnnotations;
-using System.IO;
-using System.Security.Claims;
-using System.Security.Policy;
-
-namespace AntSK.Pages.KmsPage
-{
-    public partial class KmsDetail
-    {
-        [Parameter]
-        public string KmsId { get; set; }
-
-        private readonly KmsDetails _model = new KmsDetails();
-
-        bool _urlVisible = false;
-        bool _urlConfirmLoading = false;
-
-        bool _fileVisible = false;
-        bool _fileConfirmLoading = false;
-
-        string filePath;
-        string fileName;
-
-        private Form<UrlModel> _urlForm;
-        private UrlModel urlModel = new UrlModel();
-
-        private readonly IDictionary<string, ProgressStatus> _pStatus = new Dictionary<string, ProgressStatus>
-        {
-            {"active", ProgressStatus.Active},
-            {"exception", ProgressStatus.Exception},
-            {"normal", ProgressStatus.Normal},
-            {"success", ProgressStatus.Success}
-        };
-
-        private List<KmsDetails> _data =new List<KmsDetails>();
-
-        [Inject]
-        protected IConfirmService _confirmService { get; set; }
-        [Inject]
-        protected IKmsDetails_Repositories _kmsDetails_Repositories { get; set; }
-        [Inject]
-        protected MemoryServerless _memory { get; set; }
-        [Inject]
-        protected IKMService iKMService { get; set; }
-        [Inject]
-        protected MessageService? _message { get; set; }
-
-
-        protected override async Task OnInitializedAsync()
-        {
-            await base.OnInitializedAsync();
-            _data =await _kmsDetails_Repositories.GetListAsync(p => p.KmsId == KmsId);
-        }
-        /// <summary>
-        /// 根据文档ID获取文档
-        /// </summary>
-        /// <param name="fileid"></param>
-        /// <returns></returns>
-
-        #region Url
-        public class UrlModel
-        {
-            [Required]
-            public string Url { get; set; }
-        }
-        private async Task UrlHandleOk(MouseEventArgs e)
-        {
-            try
-            {
-                _urlConfirmLoading = true;
-                string fileid = Guid.NewGuid().ToString();
-                await _memory.ImportWebPageAsync(urlModel.Url, fileid, new TagCollection() { { "kmsid", KmsId } }
-                     , index: "kms");
-                //查询文档数量
-                var docTextList =await iKMService.GetDocumentByFileID(fileid);
-
-                KmsDetails detial = new KmsDetails()
-                {
-                    Id = fileid,
-                    KmsId = KmsId,
-                    Type = "url",
-                    Url = urlModel.Url,
-                    DataCount= docTextList.Count,
-                    CreateTime=DateTime.Now
-                };
-                await _kmsDetails_Repositories.InsertAsync(detial);
-                _data = await _kmsDetails_Repositories.GetListAsync(p => p.KmsId == KmsId);
-
-                _urlVisible = false;
-                _urlConfirmLoading = false;
-            }
-            catch (System.Exception ex)
-            {
-                Console.WriteLine(ex.Message+" ---- "+ex.StackTrace);
-            }
-        }
-        private void UrlHandleCancel(MouseEventArgs e)
-        {
-            _urlVisible = false;
-        }
-        private void UrlShowModal()
-        {
-            _urlVisible = true;
-        }
-        #endregion
-
-
-        #region File
-
-      
-        private async Task FileHandleOk(MouseEventArgs e)
-        {
-            try
-            {
-                _fileConfirmLoading = true;
-                string fileid = Guid.NewGuid().ToString();
-                //上传文档
-                await _memory.ImportDocumentAsync(new Document(fileid)
-                     .AddFile(filePath)
-                     .AddTag("kmsid", KmsId)
-                     , index: "kms");
-                //查询文档数量
-                var docTextList = await iKMService.GetDocumentByFileID(fileid);
-                string fileGuidName = Path.GetFileName(filePath);
-                KmsDetails detial = new KmsDetails()
-                {
-                    Id = fileid,
-                    KmsId = KmsId,
-                    Type = "file",
-                    FileName = fileName,
-                    FileGuidName= fileGuidName,
-                    DataCount = docTextList.Count,
-                    CreateTime = DateTime.Now
-                };
-                await _kmsDetails_Repositories.InsertAsync(detial);
-                _data = await _kmsDetails_Repositories.GetListAsync(p => p.KmsId == KmsId);
-
-                _fileVisible = false;
-                _fileConfirmLoading = false;
-            }
-            catch (System.Exception ex)
-            {
-                Console.WriteLine(ex.Message + " ---- " + ex.StackTrace);
-            }
-        }
-        private void FileHandleCancel(MouseEventArgs e)
-        {
-            _fileVisible = false;
-        }
-        private void FileShowModal()
-        {
-            _fileVisible = true;
-        }
-
-        bool BeforeUpload(UploadFileItem file)
-        {
-            List<string> types = new List<string>() {
-                "text/plain",
-                "application/msword",
-                "application/vnd.openxmlformats-officedocument.wordprocessingml.document",
-                "application/vnd.ms-excel",
-                "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
-                "application/vnd.ms-powerpoint",
-                "application/vnd.openxmlformats-officedocument.presentationml.presentation",
-                "application/pdf",
-                "application/json",
-                "text/markdown"
-            };
-            var IsType = types.Contains( file.Type );
-            if (!IsType)
-            {
-                _message.Error("文件格式错误,请重新选择!");
-            }
-            var IsLt500K = file.Size < 1024 *1024* 100;
-            if (!IsLt500K)
-            {
-                _message.Error("文件需不大于100MB!");
-            }
-          
-            return IsType && IsLt500K;
-        }
-        private void OnSingleCompleted(UploadInfo fileinfo)
-        {
-
-            if (fileinfo.File.State == UploadState.Success)
-            {
-                filePath=fileinfo.File.Url = fileinfo.File.Response;
-                fileName= fileinfo.File.FileName;
-            }
-        }
-
-        private void FileDetail(string fileid)
-        {
-            NavigationManager.NavigateTo($"/kms/detaillist/{KmsId}/{fileid}");
-        }
-
-        private async Task DeleteFile(string fileid)
-        {   
-            try
-            {
-                var content = "是否确认删除此文档?";
-                var title = "删除";
-                var result = await _confirmService.Show(content, title, ConfirmButtons.YesNo);
-                if (result == ConfirmResult.Yes)
-                {
-                    var flag = await _kmsDetails_Repositories.DeleteAsync(fileid);
-                    if (flag)
-                    {
-                        await _memory.DeleteDocumentAsync(index: "kms", documentId: fileid);
-                    }
-                }
-            }
-            catch (System.Exception ex)
-            {
-                Console.WriteLine(ex.Message + " ---- " + ex.StackTrace);
-            }
-            finally
-            {
-                _data = await _kmsDetails_Repositories.GetListAsync(p => p.KmsId == KmsId);
-                await InvokeAsync(StateHasChanged);
-            }
-        }
-
-        #endregion
-    }
-}

AntSK/Pages/KmsPage/KmsDetailList.razor

@@ -1,23 +0,0 @@
-@namespace AntSK.Pages.KmsPage
-@using AntSK.Domain.Repositories
-@using AntSK.Domain.Domain.Dto
-@page "/Kms/DetailList/{KmsID}/{FileId}"
-@inject NavigationManager NavigationManager
-@using AntSK.Services.Auth
-@inherits AuthComponentBase
-
-
-<Button Type="@ButtonType.Primary" OnClick="NavigateBack">返回</Button>
-<AntList DataSource="@_data" TItem="KMFile">
-    <ListItem  >
-        <ListItemMeta   Description="@context.Text">
-            <TitleTemplate>
-                <a>@context.LastUpdate</a>
-            </TitleTemplate>
-        </ListItemMeta>
-    </ListItem>
-</AntList>
-
-@code {
-
-}

AntSK/Pages/KmsPage/KmsDetailList.razor.cs

@@ -1,30 +0,0 @@
-using AntSK.Domain.Domain.Dto;
-using AntSK.Domain.Domain.Interface;
-using DocumentFormat.OpenXml.Office2010.Excel;
-using Microsoft.AspNetCore.Components;
-
-namespace AntSK.Pages.KmsPage
-{
-    public partial class KmsDetailList
-    {
-        [Parameter]
-        public string KmsId { get; set; }
-        [Parameter]
-        public string FileId { get; set; }
-
-        [Inject]
-        protected IKMService iKMService { get; set; }
-
-        private List<KMFile> _data = new List<KMFile>() ;
-
-        protected override async Task OnInitializedAsync()
-        {
-            await base.OnInitializedAsync();
-            _data = await iKMService.GetDocumentByFileID(FileId);
-        }
-
-        private void NavigateBack() {
-            NavigationManager.NavigateTo($"/kms/detail/{KmsId}");
-        } 
-    }
-}

AntSK/Pages/Setting/User/UserList.razor.cs

@@ -1,44 +0,0 @@
-using AntDesign;
-using AntSK.Domain.Repositories;
-using AntSK.Models;
-using AntSK.Services;
-using Microsoft.AspNetCore.Components;
-
-namespace AntSK.Pages.Setting.User
-{
-    public partial class UserList
-    {
-        private readonly BasicListFormModel _model = new BasicListFormModel();
-
-        private readonly IDictionary<string, ProgressStatus> _pStatus = new Dictionary<string, ProgressStatus>
-        {
-            {"active", ProgressStatus.Active},
-            {"exception", ProgressStatus.Exception},
-            {"normal", ProgressStatus.Normal},
-            {"success", ProgressStatus.Success}
-        };
-
-        private List<Users> _data;
-
-        private string _searchKeyword;
-
-        [Inject] 
-        protected IUsers_Repositories _users_Repositories { get; set; }
-
-
-        protected override async Task OnInitializedAsync()
-        {
-            await base.OnInitializedAsync();
-            _data = _users_Repositories.GetList();
-        }
-
-        public void AddUser() {
-            NavigationManager.NavigateTo("/setting/user/add");
-        }
-
-        public void Edit(string userid)
-        {
-            NavigationManager.NavigateTo("/setting/user/add/"+userid);
-        }
-    }
-}

AntSK/Pages/_Host.cshtml

@@ -1,30 +0,0 @@
-@page "/"
-@namespace AntSK.Pages
-@addTagHelper *, Microsoft.AspNetCore.Mvc.TagHelpers
-@{
-    Layout = null;
-}
-
-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>AntSK</title>
-    <base href="~/" />
-    <link href="_content/AntDesign/css/ant-design-blazor.css" rel="stylesheet" />
-    <link href="_content/AntDesign.ProLayout/css/ant-design-pro-layout-blazor.css" rel="stylesheet" />
-    <link href="./css/site.css" rel="stylesheet" />
-    <link href="AntSK.styles.css" rel="stylesheet" />
-</head>
-<body>
-    <app>
-        <component type="typeof(App)" render-mode="Server" />
-    </app>
-
-     <script type="text/javascript" src="@("https://unpkg.com/@antv/g2plot@2.4.17/dist/g2plot.min.js")"></script>
-    <script src="_content/AntDesign/js/ant-design-blazor.js"></script>
-    <script src="_content/AntDesign.Charts/ant-design-charts-blazor.js"></script>
-    <script src="_framework/blazor.server.js"></script>
-</body>
-</html>

AntSK/Program.cs

@@ -1,188 +0,0 @@
-using AntDesign.ProLayout;
-using Microsoft.AspNetCore.Components;
-using System.Text.Encodings.Web;
-using System.Text.Unicode;
-using AntSK.Domain.Utils;
-using AntSK.Services;
-using AntSK.Domain.Common.DependencyInjection;
-using Microsoft.AspNetCore.Mvc;
-using Swashbuckle.AspNetCore.SwaggerGen;
-using System.Reflection;
-using AntSK.Domain.Options;
-using Microsoft.KernelMemory.ContentStorage.DevTools;
-using Microsoft.KernelMemory.FileSystem.DevTools;
-using Microsoft.KernelMemory;
-using Microsoft.SemanticKernel;
-using Microsoft.KernelMemory.Postgres;
-using AntSK.Domain.Repositories;
-using Microsoft.SemanticKernel.Plugins.Core;
-using Microsoft.AspNetCore.Components.Authorization;
-using AntSK.Services.Auth;
-
-var builder = WebApplication.CreateBuilder(args);
-// Add services to the container.
-builder.Services.AddControllers().AddJsonOptions(config =>
-{
-    //此设定解决JsonResult中文被编码的问题
-    config.JsonSerializerOptions.Encoder = JavaScriptEncoder.Create(UnicodeRanges.All);
-
-    config.JsonSerializerOptions.Converters.Add(new DateTimeConverter());
-    config.JsonSerializerOptions.Converters.Add(new DateTimeNullableConvert());
-});
-// Add services to the container.
-builder.Services.AddRazorPages();
-builder.Services.AddServerSideBlazor();
-builder.Services.AddAntDesign();
-
-builder.Services.AddAuthorizationCore();
-builder.Services.AddScoped<AuthenticationStateProvider, AntSKAuthProvider>();
-
-builder.Services.AddScoped(sp => new HttpClient
-{
-    BaseAddress = new Uri(sp.GetService<NavigationManager>()!.BaseUri)
-});
-builder.Services.Configure<ProSettings>(builder.Configuration.GetSection("ProSettings"));
-builder.Services.AddServicesFromAssemblies("AntSK");
-builder.Services.AddServicesFromAssemblies("AntSK.Domain");
-
-builder.Services.AddSwaggerGen(c =>
-{
-    c.SwaggerDoc("v1", new() { Title = "AntSK.Api", Version = "v1" });
-    //添加Api层注释（true表示显示控制器注释）
-    var xmlFile = $"{Assembly.GetExecutingAssembly().GetName().Name}.xml";
-    var xmlPath = Path.Combine(AppContext.BaseDirectory, xmlFile);
-    c.IncludeXmlComments(xmlPath, true);
-    //添加Domain层注释（true表示显示控制器注释）
-    var xmlFile1 = $"{Assembly.GetExecutingAssembly().GetName().Name.Replace("Api", "Domain")}.xml";
-    var xmlPath1 = Path.Combine(AppContext.BaseDirectory, xmlFile1);
-    c.IncludeXmlComments(xmlPath1, true);
-    c.DocInclusionPredicate((docName, apiDes) =>
-    {
-        if (!apiDes.TryGetMethodInfo(out MethodInfo method))
-            return false;
-        var version = method.DeclaringType.GetCustomAttributes(true).OfType<ApiExplorerSettingsAttribute>().Select(m => m.GroupName);
-        if (docName == "v1" && !version.Any())
-            return true;
-        var actionVersion = method.GetCustomAttributes(true).OfType<ApiExplorerSettingsAttribute>().Select(m => m.GroupName);
-        if (actionVersion.Any())
-            return actionVersion.Any(v => v == docName);
-        return version.Any(v => v == docName);
-    });
-});
-
-// 读取连接字符串配置
-{
-    builder.Configuration.GetSection("ConnectionStrings").Get<ConnectionOption>();
-    builder.Configuration.GetSection("OpenAIOption").Get<OpenAIOption>();
-    builder.Configuration.GetSection("Login").Get<LoginOption>();
-    builder.Configuration.GetSection("LLamaSharp").Get<LLamaSharpOption>();
-}
-InitSK(builder);
-var app = builder.Build();
-
-// Configure the HTTP request pipeline.
-if (!app.Environment.IsDevelopment())
-{
-    app.UseExceptionHandler("/Error");
-    // The default HSTS value is 30 days. You may want to change this for production scenarios, see https://aka.ms/aspnetcore-hsts.
-    app.UseHsts();
-}
-
-app.UseHttpsRedirection();
-
-app.UseStaticFiles();
-
-InitDB(app);
-
-app.UseRouting();
-
-app.MapBlazorHub();
-app.MapFallbackToPage("/_Host");
-app.UseSwagger();
-//配置Swagger UI
-app.UseSwaggerUI(c =>
-{
-    c.SwaggerEndpoint("/swagger/v1/swagger.json", "AntSK API"); //注意中间段v1要和上面SwaggerDoc定义的名字保持一致
-});
-app.UseEndpoints(endpoints =>
-{
-    endpoints.MapControllers();
-});
-app.Run();
-void InitDB(WebApplication app) 
-{
-    using (var scope = app.Services.CreateScope())
-    {
-        //codefirst 创建表
-        var _repository = scope.ServiceProvider.GetRequiredService<IApps_Repositories>();
-        _repository.GetDB().DbMaintenance.CreateDatabase();
-        _repository.GetDB().CodeFirst.InitTables(typeof(Apps));
-        _repository.GetDB().CodeFirst.InitTables(typeof(Kmss));
-        _repository.GetDB().CodeFirst.InitTables(typeof(KmsDetails));
-        _repository.GetDB().CodeFirst.InitTables(typeof(Users));
-    }
-}
-
-//初始化SK
-void InitSK(WebApplicationBuilder builder)
-{  
-    var services = builder.Services;
-    var handler = new OpenAIHttpClientHandler();
-    var httpClient = new HttpClient(handler);
-    httpClient.Timeout= TimeSpan.FromMinutes(5);
-    services.AddScoped<Kernel>((serviceProvider) =>
-    {
-        var kernel = Kernel.CreateBuilder()
-         .AddOpenAIChatCompletion(
-          modelId: OpenAIOption.Model,
-          apiKey: OpenAIOption.Key,
-          httpClient: httpClient)
-          .Build();
-        RegisterPluginsWithKernel(kernel);
-        return kernel;
-    });
-    //Kernel Memory
-    var searchClientConfig = new SearchClientConfig
-    {
-        MaxAskPromptSize = 2048,
-        MaxMatchesCount = 3,
-        AnswerTokens = 1000,
-        EmptyAnswer = "知识库未搜索到相关内容"
-    };
-
-    var postgresConfig = builder.Configuration.GetSection("Postgres").Get<PostgresConfig>()!;
-    services.AddScoped<MemoryServerless>(serviceProvider =>
-    {
-        var memory = new KernelMemoryBuilder()
-           .WithPostgresMemoryDb(postgresConfig)
-           .WithSimpleFileStorage(new SimpleFileStorageConfig { StorageType = FileSystemTypes.Volatile, Directory = "_files" })
-           .WithSearchClientConfig(searchClientConfig)
-           //如果用本地模型需要设置token小一点。
-           .WithCustomTextPartitioningOptions(new Microsoft.KernelMemory.Configuration.TextPartitioningOptions
-           {
-               MaxTokensPerLine = 99,
-               MaxTokensPerParagraph = 299,
-               OverlappingTokens = 47
-           })
-           .WithOpenAITextGeneration(new OpenAIConfig()
-           {
-               APIKey = OpenAIOption.Key,
-               TextModel = OpenAIOption.Model
-
-           }, null, httpClient)
-           .WithOpenAITextEmbeddingGeneration(new OpenAIConfig()
-           {
-               APIKey = OpenAIOption.Key,
-               EmbeddingModel = OpenAIOption.EmbeddingModel
-
-           }, null, false, httpClient)
-           .Build<MemoryServerless>();
-        return memory;
-    });
-}
- void RegisterPluginsWithKernel(Kernel kernel)
-{
-    kernel.ImportPluginFromObject(new ConversationSummaryPlugin(), "ConversationSummaryPlugin");
-    kernel.ImportPluginFromObject(new TimePlugin(), "TimePlugin");
-}
-

AntSK/README.md

@@ -1 +0,0 @@
-# AntSK

AntSK/Services/Auth/AntSKAuthProvider .cs

@@ -1,56 +0,0 @@
-using AntSK.Domain.Options;
-using AntSK.Domain.Repositories;
-using AntSK.Domain.Utils;
-using Microsoft.AspNetCore.Components.Authorization;
-using System.Security.Claims;
-using System.Security.Principal;
-
-namespace AntSK.Services.Auth
-{
-    public class AntSKAuthProvider(IUsers_Repositories _users_Repositories) : AuthenticationStateProvider
-    {
-        private ClaimsIdentity identity = new ClaimsIdentity();
-
-
-        public async Task<bool> SignIn(string username, string password)
-        {
-
-            var user = _users_Repositories.GetFirst(p => p.No == username);
-            if (username == LoginOption.User && password == LoginOption.Password)
-            {
-                // 管理员认证成功，创建用户的ClaimsIdentity
-                var claims = new[] { new Claim(ClaimTypes.Name, username) };
-                identity = new ClaimsIdentity(claims, "AntSKAdmin");
-                NotifyAuthenticationStateChanged(GetAuthenticationStateAsync());
-                return true;
-            }
-            else  
-            {
-                if (user.IsNull())
-                {
-                    return false;
-                }
-                if (!PasswordUtil.VerifyPassword(password, user.Password))
-                {
-                    return false;
-                }
-                // 用户认证成功，创建用户的ClaimsIdentity
-                var claims = new[] { new Claim(ClaimTypes.Name, username) };
-                identity = new ClaimsIdentity(claims, "AntSKUser");
-                NotifyAuthenticationStateChanged(GetAuthenticationStateAsync());
-                return true;
-            }
-        }
-
-        public  ClaimsPrincipal GetCurrentUser()
-        {
-            var user = new ClaimsPrincipal(identity);
-            return user;
-        }
-        public override Task<AuthenticationState> GetAuthenticationStateAsync()
-        {
-            var user = new ClaimsPrincipal(identity);
-            return Task.FromResult(new AuthenticationState(user));
-        }
-    }
-}

AntSK/Services/LLamaSharp/LLamaChatService.cs

@@ -1,106 +0,0 @@
-using AntSK.Domain.Common.DependencyInjection;
-using AntSK.Domain.Options;
-using AntSK.Models.OpenAPI;
-using AntSK.Models;
-using LLama;
-using LLama.Common;
-using Newtonsoft.Json;
-using static Azure.Core.HttpHeader;
-
-namespace AntSK.Services.LLamaSharp
-{
-    public interface ILLamaChatService
-    {
-        Task<string> ChatAsync(string input);
-        IAsyncEnumerable<string> ChatStreamAsync(string input);
-    }
-
-    /// <summary>
-    /// 
-    /// </summary>
-    [ServiceDescription(typeof(ILLamaChatService), Domain.Common.DependencyInjection.ServiceLifetime.Singleton)]
-    public class LLamaChatService : IDisposable, ILLamaChatService
-    {
-        private readonly ChatSession _session;
-        private readonly LLamaContext _context;
-        private readonly ILogger<LLamaChatService> _logger;
-        private bool _continue = false;
-
-        private const string SystemPrompt = "You are a personal assistant who needs to help users in Chinese.";
-
-        public LLamaChatService(ILogger<LLamaChatService> logger)
-        {
-            var @params = new ModelParams(LLamaSharpOption.Chat)
-            {
-                ContextSize = 2048,
-            };
-
-            // todo: share weights from a central service
-            using var weights = LLamaWeights.LoadFromFile(@params);
-
-            _logger = logger;
-            _context = new LLamaContext(weights, @params);
-
-            _session = new ChatSession(new InteractiveExecutor(_context));
-            _session.History.AddMessage(AuthorRole.System, SystemPrompt);
-        }
-
-        public void Dispose()
-        {
-            _context?.Dispose();
-        }
-
-        public async Task<string> ChatAsync(string input)
-        {
-
-            if (!_continue)
-            {
-                _logger.LogInformation("Prompt: {text}", SystemPrompt);
-                _continue = true;
-            }
-            _logger.LogInformation("Input: {text}", input);
-            var outputs = _session.ChatAsync(
-                new ChatHistory.Message(AuthorRole.User, input),
-                new InferenceParams()
-                {
-                    RepeatPenalty = 1.0f,
-                    AntiPrompts = new string[] { "User:" },
-                });
-
-            var result = "";
-            await foreach (var output in outputs)
-            {
-                _logger.LogInformation("Message: {output}", output);
-                result += output;
-            }
-
-            return result;
-        }
-
-        public async IAsyncEnumerable<string> ChatStreamAsync(string input)
-        {
-            if (!_continue)
-            {
-                _logger.LogInformation(SystemPrompt);
-                _continue = true;
-            }
-
-            _logger.LogInformation(input);
-
-            var outputs = _session.ChatAsync(
-                new ChatHistory.Message(AuthorRole.User, input!)
-                , new InferenceParams()
-                {
-                    RepeatPenalty = 1.0f,
-                    AntiPrompts = new string[] { "User:" },
-                });
-
-            await foreach (var output in outputs)
-            {
-                _logger.LogInformation(output);
-                yield return output;
-            }
-        }
-
-    }
-}

AntSK/Services/LLamaSharp/LLamaEmbeddingService.cs

@@ -1,42 +0,0 @@
-using AntSK.Domain.Common.DependencyInjection;
-using AntSK.Domain.Options;
-using AntSK.Models.OpenAPI;
-using AntSK.Models;
-using LLama;
-using LLama.Common;
-using Newtonsoft.Json;
-
-namespace AntSK.Services.LLamaSharp
-{
-    public interface ILLamaEmbeddingService
-    {
-        Task<List<float>> Embedding(string text);
-    }
-
-    /// <summary>
-    /// 本地Embedding
-    /// </summary>
-    [ServiceDescription(typeof(ILLamaEmbeddingService), Domain.Common.DependencyInjection.ServiceLifetime.Singleton)]
-    public class LLamaEmbeddingService : IDisposable, ILLamaEmbeddingService
-    {
-        private LLamaEmbedder _embedder;
-
-        public LLamaEmbeddingService() {
-
-            var @params = new ModelParams(LLamaSharpOption.Embedding) { EmbeddingMode = true };
-            using var weights = LLamaWeights.LoadFromFile(@params);
-            _embedder = new LLamaEmbedder(weights, @params);
-        }
-        public void Dispose()
-        {
-            _embedder?.Dispose();
-        }
-
-        public async Task<List<float>> Embedding(string text)
-        {
-            float[] embeddings =await _embedder.GetEmbeddings(text);
-            //PG只有1536维
-            return embeddings.ToList(); 
-        }
-    }
-}

AntSK/Services/LLamaSharp/LLamaSharpService.cs

@@ -1,79 +0,0 @@
-using AntDesign;
-using AntSK.Domain.Common.DependencyInjection;
-using AntSK.Domain.Domain.Service;
-using AntSK.Domain.Options;
-using AntSK.Domain.Utils;
-using AntSK.Models;
-using AntSK.Models.OpenAPI;
-using AntSK.Services.OpenApi;
-using Azure;
-using DocumentFormat.OpenXml.EMMA;
-using LLama;
-using LLama.Common;
-using Newtonsoft.Json;
-using System.Text;
-using System.Threading;
-using static Azure.Core.HttpHeader;
-using ServiceLifetime = AntSK.Domain.Common.DependencyInjection.ServiceLifetime;
-
-namespace AntSK.Services.LLamaSharp
-{
-
-    public interface ILLamaSharpService
-    {
-        Task Chat(OpenAIModel model, HttpContext HttpContext);
-        Task ChatStream(OpenAIModel model, HttpContext HttpContext);
-        Task Embedding(OpenAIEmbeddingModel model, HttpContext HttpContext);
-    }
-
-    [ServiceDescription(typeof(ILLamaSharpService), ServiceLifetime.Scoped)]
-    public class LLamaSharpService(
-        ILLamaEmbeddingService _lLamaEmbeddingService,
-        ILLamaChatService _lLamaChatService
-        ) : ILLamaSharpService
-    {
-   
-        public async Task ChatStream(OpenAIModel model, HttpContext HttpContext)
-        {
-            HttpContext.Response.Headers.Add("Content-Type", "text/event-stream");
-            OpenAIStreamResult result = new OpenAIStreamResult();
-            result.created = DateTimeOffset.UtcNow.ToUnixTimeSeconds();
-            result.choices = new List<StreamChoicesModel>() { new StreamChoicesModel() { delta = new OpenAIMessage() { role = "assistant" } } };
-            string questions = model.messages.LastOrDefault().content;
-
-            await foreach (var r in _lLamaChatService.ChatStreamAsync(questions))
-            {
-                result.choices[0].delta.content = r.ConvertToString();
-                string message = $"data: {JsonConvert.SerializeObject(result)}\n\n";
-                await HttpContext.Response.WriteAsync(message, Encoding.UTF8);
-                await HttpContext.Response.Body.FlushAsync();
-            }
-            await HttpContext.Response.WriteAsync("data: [DONE]");
-            await HttpContext.Response.Body.FlushAsync();
-            await HttpContext.Response.CompleteAsync();
-        }
-
-        public async Task Chat(OpenAIModel model, HttpContext HttpContext)
-        {
-            string questions = model.messages.LastOrDefault().content;
-            OpenAIResult result = new OpenAIResult();
-            result.created = DateTimeOffset.UtcNow.ToUnixTimeSeconds();
-            result.choices = new List<ChoicesModel>() { new ChoicesModel() { message = new OpenAIMessage() { role = "assistant" } } };
-
-            result.choices[0].message.content =await _lLamaChatService.ChatAsync(questions); ;
-            HttpContext.Response.ContentType = "application/json";
-            await HttpContext.Response.WriteAsync(JsonConvert.SerializeObject(result));
-            await HttpContext.Response.CompleteAsync();
-        }
-
-
-        public async Task Embedding(OpenAIEmbeddingModel model, HttpContext HttpContext)
-        {
-            var result = new OpenAIEmbeddingResult();
-            result.data[0].embedding = await _lLamaEmbeddingService.Embedding(model.input[0]);
-            HttpContext.Response.ContentType = "application/json";
-            await HttpContext.Response.WriteAsync(JsonConvert.SerializeObject(result));
-            await HttpContext.Response.CompleteAsync();
-        }
-    }
-}

AntSK/Services/OpenApi/OpenApiService.cs

@@ -1,210 +0,0 @@
-using AntSK.Domain.Common.DependencyInjection;
-using AntSK.Domain.Model;
-using AntSK.Domain.Repositories;
-using AntSK.Domain.Utils;
-using AntSK.Models;
-using AntSK.Models.OpenAPI;
-using AntSK.Pages.ChatPage;
-using MarkdownSharp;
-using Microsoft.KernelMemory;
-using Microsoft.SemanticKernel.Connectors.OpenAI;
-using Microsoft.SemanticKernel;
-using System.Text;
-using System;
-using ServiceLifetime = AntSK.Domain.Common.DependencyInjection.ServiceLifetime;
-using AntDesign.Core.Extensions;
-using Azure.AI.OpenAI;
-using Azure;
-using Azure.Core;
-using Microsoft.AspNetCore.Http.HttpResults;
-using AntDesign;
-using Newtonsoft.Json;
-using System.Text.Json;
-
-namespace AntSK.Services.OpenApi
-{
-    public interface IOpenApiService
-    {
-        Task Chat(OpenAIModel model, string sk, HttpContext HttpContext);
-    }
-
-    [ServiceDescription(typeof(IOpenApiService), ServiceLifetime.Scoped)]
-    public class OpenApiService(
-        IApps_Repositories _apps_Repositories,
-        IKmss_Repositories _kmss_Repositories,
-        IKmsDetails_Repositories _kmsDetails_Repositories,
-        Kernel _kernel,
-        MemoryServerless _memory
-        ) : IOpenApiService
-    {
-        public async Task Chat(OpenAIModel model,string sk, HttpContext HttpContext)
-        {
-
-
-            Apps app = _apps_Repositories.GetFirst(p => p.SecretKey == sk);
-
-            if (app.IsNotNull())
-            {
-                string msg= await HistorySummarize(model);
-                switch (app.Type)
-                {
-                    case "chat":
-                        //普通会话
-                        if (model.stream)
-                        {
-                            OpenAIStreamResult result1 = new OpenAIStreamResult();
-                            result1.created = DateTimeOffset.UtcNow.ToUnixTimeSeconds();
-                            result1.choices = new List<StreamChoicesModel>() { new StreamChoicesModel() { delta = new OpenAIMessage() { role = "assistant" } } };
-                            await SendChatStream( HttpContext, result1, app, msg);
-                            HttpContext.Response.ContentType = "application/json";
-                            await HttpContext.Response.WriteAsync(JsonConvert.SerializeObject(result1));
-                            await HttpContext.Response.CompleteAsync();
-                            return;
-                        }
-                        else 
-                        {
-                            OpenAIResult result2 = new OpenAIResult();
-                            result2.created = DateTimeOffset.UtcNow.ToUnixTimeSeconds();
-                            result2.choices = new List<ChoicesModel>() { new ChoicesModel() { message = new OpenAIMessage() { role = "assistant" } } };
-                            result2.choices[0].message.content = await SendChat(msg, app);
-                            HttpContext.Response.ContentType = "application/json";
-                            await HttpContext.Response.WriteAsync(JsonConvert.SerializeObject(result2));
-                            await HttpContext.Response.CompleteAsync();
-                        }
-                        break;
-                    case "kms":
-                        //知识库问答
-                        OpenAIResult result3 = new OpenAIResult();
-                        result3.created = DateTimeOffset.UtcNow.ToUnixTimeSeconds();
-                        result3.choices = new List<ChoicesModel>() { new ChoicesModel() { message = new OpenAIMessage() { role = "assistant" } } };
-                        result3.choices[0].message.content = await SendKms( msg, app);
-                        HttpContext.Response.ContentType = "application/json";
-                        await HttpContext.Response.WriteAsync(JsonConvert.SerializeObject(result3));
-                        await HttpContext.Response.CompleteAsync();
-                        break;
-                }
-            }
-    
-        }
-
-        private async Task SendChatStream( HttpContext HttpContext, OpenAIStreamResult result, Apps app, string msg)
-        {
-            HttpContext.Response.Headers.Add("Content-Type", "text/event-stream");
-
-            if (string.IsNullOrEmpty(app.Prompt))
-            {
-                //如果模板为空，给默认提示词
-                app.Prompt = "{{$input}}";
-            }
-            var promptTemplateFactory = new KernelPromptTemplateFactory();
-            var promptTemplate = promptTemplateFactory.Create(new PromptTemplateConfig(app.Prompt));
-            var renderedPrompt = await promptTemplate.RenderAsync(_kernel);
-
-            var func = _kernel.CreateFunctionFromPrompt(app.Prompt, new OpenAIPromptExecutionSettings());
-            var chatResult = _kernel.InvokeStreamingAsync<StreamingChatMessageContent>(function: func, arguments: new KernelArguments() { ["input"] = msg });
-            int i = 0;
-
-            await foreach (var content in chatResult)
-            {
-                result.choices[0].delta.content = content.Content.ConvertToString();
-                string message = $"data: {JsonConvert.SerializeObject(result)}\n\n";
-                await HttpContext.Response.WriteAsync(message, Encoding.UTF8);
-                await HttpContext.Response.Body.FlushAsync();
-                //模拟延迟。
-                await Task.Delay(TimeSpan.FromMilliseconds(50));
-            }
-
-            await HttpContext.Response.WriteAsync("data: [DONE]");
-            await HttpContext.Response.Body.FlushAsync();
-
-            await HttpContext.Response.CompleteAsync();
-        }
-
-
-        /// <summary>
-        /// 发送知识库问答
-        /// </summary>
-        /// <param name="questions"></param>
-        /// <param name="msg"></param>
-        /// <param name="app"></param>
-        /// <returns></returns>
-        private async Task<string> SendKms( string msg, Apps app)
-        {
-            string result = "";
-            //知识库问答
-            var filters = new List<MemoryFilter>();
-
-            var kmsidList = app.KmsIdList.Split(",");
-            foreach (var kmsid in kmsidList)
-            {
-                filters.Add(new MemoryFilter().ByTag("kmsid", kmsid));
-            }
-
-            var kmsResult = await _memory.AskAsync(msg, index: "kms", filters: filters);
-            if (kmsResult != null)
-            {
-                if (!string.IsNullOrEmpty(kmsResult.Result))
-                {
-                    string answers = kmsResult.Result;
-                    result = answers;     
-                }
-            }
-            return result;
-        }
-
-
-
-        /// <summary>
-        /// 发送普通对话
-        /// </summary>
-        /// <param name="questions"></param>
-        /// <param name="msg"></param>
-        /// <param name="app"></param>
-        /// <returns></returns>
-        private async Task<string> SendChat( string msg, Apps app)
-        {
-            string result = "";
-            if (string.IsNullOrEmpty(app.Prompt))
-            {
-                //如果模板为空，给默认提示词
-                app.Prompt = "{{$input}}";
-            }
-            var promptTemplateFactory = new KernelPromptTemplateFactory();
-            var promptTemplate = promptTemplateFactory.Create(new PromptTemplateConfig(app.Prompt));
-            var renderedPrompt = await promptTemplate.RenderAsync(_kernel);
-
-            var func = _kernel.CreateFunctionFromPrompt(app.Prompt, new OpenAIPromptExecutionSettings());
-            var chatResult = await _kernel.InvokeAsync(function: func, arguments: new KernelArguments() { ["input"] = msg });
-            if (chatResult.IsNotNull())
-            {
-                string answers = chatResult.GetValue<string>();
-                result = answers;
-            }
-            return result;
-        }
-
-        /// <summary>
-        /// 历史会话的会话总结
-        /// </summary>
-        /// <param name="questions"></param>
-        /// <param name="msg"></param>
-        /// <returns></returns>
-        private async Task<string> HistorySummarize(OpenAIModel model)
-        {
-
-            StringBuilder history = new StringBuilder();
-            string questions = model.messages[model.messages.Count-1].content;
-            for(int i=0;i<model.messages.Count()-1;i++)
-            {
-                var item = model.messages[i];
-                history.Append($"{item.role}:{item.content}{Environment.NewLine}");
-            }
-
-            KernelFunction sunFun = _kernel.Plugins.GetFunction("ConversationSummaryPlugin", "SummarizeConversation");
-            var summary = await _kernel.InvokeAsync(sunFun, new() { ["input"] = $"内容是：{history.ToString()} {Environment.NewLine} 请注意用中文总结" });
-            string his = summary.GetValue<string>();
-            var msg = $"历史对话:{his}{Environment.NewLine}用户问题：{Environment.NewLine}{questions}"; ;
-            return msg;
-        }
-    }
-}

AntSK/Xzy.KnowledgeBase.xml

@@ -1,14 +0,0 @@
-<?xml version="1.0"?>
-<doc>
-    <assembly>
-        <name>AntSK</name>
-    </assembly>
-    <members>
-        <member name="M:AntSK.Controllers.InitController.InitTable">
-            <summary>
-            初始化DB 和表
-            </summary>
-            <returns></returns>
-        </member>
-    </members>
-</doc>

AntSK/appsettings.json

@@ -1,47 +0,0 @@
-{
-  "DetailedErrors": true,
-  "Logging": {
-    "LogLevel": {
-      "Default": "Information",
-      "Microsoft": "Warning",
-      "Microsoft.Hosting.Lifetime": "Information"
-    }
-  },
-  "ProSettings": {
-    "NavTheme": "light",
-    "Layout": "side",
-    "ContentWidth": "Fluid",
-    "FixedHeader": false,
-    "FixSiderbar": true,
-    "Title": "AntSK",
-    "PrimaryColor": "daybreak",
-    "ColorWeak": false,
-    "SplitMenus": false,
-    "HeaderRender": true,
-    "FooterRender": true,
-    "MenuRender": true,
-    "MenuHeaderRender": true,
-    "HeaderHeight": 48
-  },
-  "ConnectionStrings": {
-    "Postgres": "Host=;Port=;Database=antsk;Username=;Password="
-  },
-  "OpenAIOption": {
-    "EndPoint": "https://localhost:5001/llama/",
-    "Key": "",
-    "Model": "gpt-3.5-turbo",
-    "EmbeddingModel": "text-embedding-ada-002"
-  },
-  "Postgres": {
-    "ConnectionString": "Host=;Port=;Database=antsk;Username=;Password=",
-    "TableNamePrefix": "km-"
-  },
-  "LLamaSharp": {
-    "Chat": "D:\\isoftstone\\Code\\AI\\AntBlazor\\model\\tinyllama-1.1b-chat.gguf",
-    "Embedding": "D:\\isoftstone\\Code\\AI\\AntBlazor\\model\\nomic-embed-text-v1.5.f32.gguf"
-  },
-  "Login": {
-    "User": "admin",
-    "Password": "xuzeyu"
-  }
-}

AntSK/wwwroot/assets/logo.svg

@@ -1 +0,0 @@
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AntSK/wwwroot/data/menu.json

@@ -1,33 +0,0 @@
-[
-  {
-    "path": "/chat",
-    "name": "聊天",
-    "key": "chat",
-    "icon": "wechat"
-  },
-  {
-    "path": "/applist",
-    "name": "应用",
-    "key": "app",
-    "icon": "windows"
-  },
-  {
-    "path": "/kmslist",
-    "name": "知识库",
-    "key": "kms",
-    "icon": "database"
-  },
-  {
-    "path": "/setting",
-    "name": "设置",
-    "key": "setting",
-    "icon": "setting",
-    "children": [
-      {
-        "path": "/setting/userlist",
-        "name": "用户管理",
-        "key": "setting.user"
-      }
-    ]
-  }
-]

Dockerfile

@@ -1,13 +1,26 @@
-FROM mcr.microsoft.com/dotnet/aspnet:8.0  AS base
+# Build stage
+FROM mcr.microsoft.com/dotnet/sdk:9.0 AS build
+WORKDIR /src
+
+# Copy csproj and restore as distinct layers
+COPY ["src/AntSK/AntSK.csproj", "AntSK/"]
+RUN dotnet restore "AntSK/AntSK.csproj"
+
+# Copy everything else and build
+COPY src/ .
+WORKDIR "/src/AntSK"
+RUN dotnet build "AntSK.csproj" -c Release -o /app/build
+RUN dotnet publish "AntSK.csproj" -c Release -o /app/publish
+
+# Runtime stage
+FROM mcr.microsoft.com/dotnet/aspnet:9.0 AS base
 WORKDIR /service
 EXPOSE 5000
 
-WORKDIR /app
-COPY ["AntSK/bin/Release/net8.0/publish", "publish"]
-
-WORKDIR /app/publish
-
 FROM base AS final
+WORKDIR /app
+COPY --from=build /app/publish .
 RUN ln -sf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime
 RUN echo 'Asia/Shanghai' >/etc/timezone
-ENTRYPOINT ["dotnet", "AntSK.dll"]
+RUN apt update && apt install -y libpugixml-dev libtbb-dev
+ENTRYPOINT ["dotnet", "AntSK.dll"]

Dockerfile-py

@@ -0,0 +1,17 @@
+FROM mcr.microsoft.com/dotnet/sdk:9.0 AS build
+WORKDIR /src
+COPY ["src/AntSK/AntSK.csproj", "AntSK/"]
+RUN dotnet restore "AntSK/AntSK.csproj"
+COPY src/ .
+WORKDIR "/src/AntSK"
+RUN dotnet build "AntSK.csproj" -c Release -o /app/build
+RUN dotnet publish "AntSK.csproj" -c Release -o /app/publish
+
+FROM registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk-base:9.0.0 AS final
+WORKDIR /app
+COPY --from=build /app/publish .
+
+ENV PATH="/app:/opt/conda/bin:/usr/local/bin:${PATH}"
+RUN ln -sf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime
+RUN echo 'Asia/Shanghai' >/etc/timezone
+ENTRYPOINT ["dotnet", "AntSK.dll"]

LICENSE

@@ -1,201 +1,79 @@
-                                 Apache License
-                           Version 2.0, January 2004
-                        http://www.apache.org/licenses/
+## AntSK 用户协议
 
-   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+欢迎使用 AntSK 。请仔细阅读以下协议条款，继续使用本软件即表示您同意本协议内容。
 
-   1. Definitions.
+**许可协议**
 
-      "License" shall mean the terms and conditions for use, reproduction,
-      and distribution as defined by Sections 1 through 9 of this document.
+本软件采用 Apache License 2.0 许可。除 Apache License 2.0 规定的条款外，您在使用 AntSK 时还应遵守以下附加条款：
 
-      "Licensor" shall mean the copyright owner or entity authorized by
-      the copyright owner that is granting the License.
+**一. 商用许可**
 
-      "Legal Entity" shall mean the union of the acting entity and all
-      other entities that control, are controlled by, or are under common
-      control with that entity. For the purposes of this definition,
-      "control" means (i) the power, direct or indirect, to cause the
-      direction or management of such entity, whether by contract or
-      otherwise, or (ii) ownership of fifty percent (50%) or more of the
-      outstanding shares, or (iii) beneficial ownership of such entity.
+1. **免费商用**：用户在不修改logo和名称的情况下，可以免费用于商业目的。
+2. **商业授权**：如果您满足以下任意条件之一，需取得商业授权：
+   1. 修改应用名称、logo、版权信息等。
+   2. 为企业客户提供多租户服务，且该服务支持 10 人或以上的使用。
+   3. 预装或集成到硬件设备或产品中进行捆绑销售。
+   4. 政府或教育机构的大规模采购项目，特别是涉及安全、数据隐私等敏感需求时。
 
-      "You" (or "Your") shall mean an individual or Legal Entity
-      exercising permissions granted by this License.
+**二. 贡献者协议**
 
-      "Source" form shall mean the preferred form for making modifications,
-      including but not limited to software source code, documentation
-      source, and configuration files.
+作为 AntSK 的贡献者，您应当同意以下条款：
 
-      "Object" form shall mean any form resulting from mechanical
-      transformation or translation of a Source form, including but
-      not limited to compiled object code, generated documentation,
-      and conversions to other media types.
+1. **许可调整**：生产者有权根据需要对开源协议进行调整，使其更加严格或宽松。
+2. **商业用途**：您贡献的代码可能会被用于商业用途，包括但不限于云业务运营。
 
-      "Work" shall mean the work of authorship, whether in Source or
-      Object form, made available under the License, as indicated by a
-      copyright notice that is included in or attached to the work
-      (an example is provided in the Appendix below).
+**三. 其他条款**
 
-      "Derivative Works" shall mean any work, whether in Source or Object
-      form, that is based on (or derived from) the Work and for which the
-      editorial revisions, annotations, elaborations, or other modifications
-      represent, as a whole, an original work of authorship. For the purposes
-      of this License, Derivative Works shall not include works that remain
-      separable from, or merely link (or bind by name) to the interfaces of,
-      the Work and Derivative Works thereof.
+1. 本协议条款的解释权归 AntSK 开发者所有。
+2. 本协议可能根据实际情况进行更新，更新时将通过本软件通知用户。
 
-      "Contribution" shall mean any work of authorship, including
-      the original version of the Work and any modifications or additions
-      to that Work or Derivative Works thereof, that is intentionally
-      submitted to Licensor for inclusion in the Work by the copyright owner
-      or by an individual or Legal Entity authorized to submit on behalf of
-      the copyright owner. For the purposes of this definition, "submitted"
-      means any form of electronic, verbal, or written communication sent
-      to the Licensor or its representatives, including but not limited to
-      communication on electronic mailing lists, source code control systems,
-      and issue tracking systems that are managed by, or on behalf of, the
-      Licensor for the purpose of discussing and improving the Work, but
-      excluding communication that is conspicuously marked or otherwise
-      designated in writing by the copyright owner as "Not a Contribution."
+如有任何问题或需申请商业授权，请联系 AntSK 开发团队。
 
-      "Contributor" shall mean Licensor and any individual or Legal Entity
-      on behalf of whom a Contribution has been received by Licensor and
-      subsequently incorporated within the Work.
+除上述特定条件外，其他所有权利和限制均遵循 Apache License 2.0。有关 Apache License 2.0 的详细信息，请访问 http://www.apache.org/licenses/LICENSE-2.0。
 
-   2. Grant of Copyright License. Subject to the terms and conditions of
-      this License, each Contributor hereby grants to You a perpetual,
-      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-      copyright license to reproduce, prepare Derivative Works of,
-      publicly display, publicly perform, sublicense, and distribute the
-      Work and such Derivative Works in Source or Object form.
+---
 
-   3. Grant of Patent License. Subject to the terms and conditions of
-      this License, each Contributor hereby grants to You a perpetual,
-      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-      (except as stated in this section) patent license to make, have made,
-      use, offer to sell, sell, import, and otherwise transfer the Work,
-      where such license applies only to those patent claims licensable
-      by such Contributor that are necessarily infringed by their
-      Contribution(s) alone or by combination of their Contribution(s)
-      with the Work to which such Contribution(s) was submitted. If You
-      institute patent litigation against any entity (including a
-      cross-claim or counterclaim in a lawsuit) alleging that the Work
-      or a Contribution incorporated within the Work constitutes direct
-      or contributory patent infringement, then any patent licenses
-      granted to You under this License for that Work shall terminate
-      as of the date such litigation is filed.
+根据 Apache 许可证 2.0 版（“许可证”）进行许可；除非符合许可证，否则您不得使用此文件。您可以在以下网址获取许可证副本：
 
-   4. Redistribution. You may reproduce and distribute copies of the
-      Work or Derivative Works thereof in any medium, with or without
-      modifications, and in Source or Object form, provided that You
-      meet the following conditions:
+http://www.apache.org/licenses/LICENSE-2.0
 
-      (a) You must give any other recipients of the Work or
-          Derivative Works a copy of this License; and
+除非适用法律要求或书面同意，软件根据许可证分发的内容以“原样”分发，不附带任何明示或暗示的保证或条件。请参阅特定语言管理权限的许可证和许可证下的限制。
 
-      (b) You must cause any modified files to carry prominent notices
-          stating that You changed the files; and
+## AntSK User Agreement
 
-      (c) You must retain, in the Source form of any Derivative Works
-          that You distribute, all copyright, patent, trademark, and
-          attribution notices from the Source form of the Work,
-          excluding those notices that do not pertain to any part of
-          the Derivative Works; and
+Welcome to AntSK, a AI knowledge base. Please read the following agreement carefully. By continuing to use this software, you agree to the terms outlined below.
 
-      (d) If the Work includes a "NOTICE" text file as part of its
-          distribution, then any Derivative Works that You distribute must
-          include a readable copy of the attribution notices contained
-          within such NOTICE file, excluding those notices that do not
-          pertain to any part of the Derivative Works, in at least one
-          of the following places: within a NOTICE text file distributed
-          as part of the Derivative Works; within the Source form or
-          documentation, if provided along with the Derivative Works; or,
-          within a display generated by the Derivative Works, if and
-          wherever such third-party notices normally appear. The contents
-          of the NOTICE file are for informational purposes only and
-          do not modify the License. You may add Your own attribution
-          notices within Derivative Works that You distribute, alongside
-          or as an addendum to the NOTICE text from the Work, provided
-          that such additional attribution notices cannot be construed
-          as modifying the License.
+**License Agreement**
 
-      You may add Your own copyright statement to Your modifications and
-      may provide additional or different license terms and conditions
-      for use, reproduction, or distribution of Your modifications, or
-      for any such Derivative Works as a whole, provided Your use,
-      reproduction, and distribution of the Work otherwise complies with
-      the conditions stated in this License.
+This software is licensed under the **Apache License 2.0**. In addition to the terms of the Apache License 2.0, the following additional terms apply to the use of AntSK:
 
-   5. Submission of Contributions. Unless You explicitly state otherwise,
-      any Contribution intentionally submitted for inclusion in the Work
-      by You to the Licensor shall be under the terms and conditions of
-      this License, without any additional terms or conditions.
-      Notwithstanding the above, nothing herein shall supersede or modify
-      the terms of any separate license agreement you may have executed
-      with Licensor regarding such Contributions.
+**I. Commercial Use License**
 
-   6. Trademarks. This License does not grant permission to use the trade
-      names, trademarks, service marks, or product names of the Licensor,
-      except as required for reasonable and customary use in describing the
-      origin of the Work and reproducing the content of the NOTICE file.
+1. **Free Commercial Use**: Users can use it for commercial purposes for free without modifying the logo and name.
+2. **Commercial License Required**: A commercial license is required if any of the following conditions are met:
+   1. Modify the application name logo、 Copyright information, etc.
+   2. You provide multi-tenant services to enterprise customers with 10 or more users.
+   3. You pre-install or integrate the software into hardware devices or products and bundle it for sale.
+   4. You are engaging in large-scale procurement for government or educational institutions, especially involving security, data privacy, or other sensitive requirements.
 
-   7. Disclaimer of Warranty. Unless required by applicable law or
-      agreed to in writing, Licensor provides the Work (and each
-      Contributor provides its Contributions) on an "AS IS" BASIS,
-      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
-      implied, including, without limitation, any warranties or conditions
-      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
-      PARTICULAR PURPOSE. You are solely responsible for determining the
-      appropriateness of using or redistributing the Work and assume any
-      risks associated with Your exercise of permissions under this License.
+**II. Contributor Agreement**
 
-   8. Limitation of Liability. In no event and under no legal theory,
-      whether in tort (including negligence), contract, or otherwise,
-      unless required by applicable law (such as deliberate and grossly
-      negligent acts) or agreed to in writing, shall any Contributor be
-      liable to You for damages, including any direct, indirect, special,
-      incidental, or consequential damages of any character arising as a
-      result of this License or out of the use or inability to use the
-      Work (including but not limited to damages for loss of goodwill,
-      work stoppage, computer failure or malfunction, or any and all
-      other commercial damages or losses), even if such Contributor
-      has been advised of the possibility of such damages.
+As a contributor to AntSK, you agree to the following:
 
-   9. Accepting Warranty or Additional Liability. While redistributing
-      the Work or Derivative Works thereof, You may choose to offer,
-      and charge a fee for, acceptance of support, warranty, indemnity,
-      or other liability obligations and/or rights consistent with this
-      License. However, in accepting such obligations, You may act only
-      on Your own behalf and on Your sole responsibility, not on behalf
-      of any other Contributor, and only if You agree to indemnify,
-      defend, and hold each Contributor harmless for any liability
-      incurred by, or claims asserted against, such Contributor by reason
-      of your accepting any such warranty or additional liability.
+1. **License Adjustment**: The producer reserves the right to adjust the open-source license as needed, making it stricter or more lenient.
+2. **Commercial Use**: Any code you contribute may be used for commercial purposes, including but not limited to cloud business operations.
 
-   END OF TERMS AND CONDITIONS
+**III. Other Terms**
 
-   APPENDIX: How to apply the Apache License to your work.
+1. The interpretation of these terms is subject to the discretion of AntSK developers.
+2. These terms may be updated, and users will be notified through the software when changes occur.
 
-      To apply the Apache License to your work, attach the following
-      boilerplate notice, with the fields enclosed by brackets "[]"
-      replaced with your own identifying information. (Don't include
-      the brackets!)  The text should be enclosed in the appropriate
-      comment syntax for the file format. We also recommend that a
-      file or class name and description of purpose be included on the
-      same "printed page" as the copyright notice for easier
-      identification within third-party archives.
+For any questions or to request a commercial license, please contact the AntSK development team.
 
-   Copyright [yyyy] [name of copyright owner]
+Apart from the specific conditions mentioned above, all other rights and restrictions follow the Apache License 2.0. Detailed information about the Apache License 2.0 can be found at http://www.apache.org/licenses/LICENSE-2.0.
 
-   Licensed under the Apache License, Version 2.0 (the "License");
-   you may not use this file except in compliance with the License.
-   You may obtain a copy of the License at
+---
 
-       http://www.apache.org/licenses/LICENSE-2.0
+Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
 
-   Unless required by applicable law or agreed to in writing, software
-   distributed under the License is distributed on an "AS IS" BASIS,
-   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-   See the License for the specific language governing permissions and
-   limitations under the License.
+Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

README.en.md

@@ -1,179 +1,236 @@
 [简体中文](./README.md) | English
 # AntSK
+## AI Knowledge Base/Intelligent Agent built on .Net9 + AntBlazor+SemanticKernel
 
-## Based on AI knowledge base/agent created by Net8+AntBlazor+SemanticKernel
+## ⭐Core Features
 
+- **Semantic Kernel**: Utilizes advanced natural language processing technology to accurately understand, process, and respond to complex semantic queries, providing users with precise information retrieval and recommendation services.
 
+- **Kernel Memory**: Capable of continuous learning and storing knowledge points, AntSK has long-term memory function, accumulates experience, and provides a more personalized interaction experience.
 
-## Core functions
+- **Knowledge Base**: Import knowledge base through documents (Word, PDF, Excel, Txt, Markdown, Json, PPT) and perform knowledge base Q&A.
 
+- **GPT Generation**: This platform supports creating personalized GPT models, enabling users to build their own GPT models.
 
+- **API Interface Publishing**: Exposes internal functions in the form of APIs, enabling developers to integrate AntSK into other applications and enhance application intelligence.
 
-- **Semantic Kernel**: It uses advanced natural language processing technology to accurately understand, process and respond to complex semantic queries, and provides users with accurate information retrieval and recommendation services.
+- **API Plugin System**: Open API plugin system that allows third-party developers or service providers to easily integrate their services into AntSK, continuously enhancing application functionality.
 
+- **.Net Plugin System**: Open dll plugin system that allows third-party developers or service providers to easily integrate their business functions by generating dll in standard format code, continuously enhancing application functionality.
 
+- **Online Search**: AntSK, real-time access to the latest information, ensuring users receive the most timely and relevant data.
 
-- **Kernel Memory**: It has the ability to continuously learn and store knowledge points. AntSK has a long-term memory function to accumulate experience and provide a more personalized interactive experience.
+- **Model Management**: Adapts and manages integration of different models from different manufacturers, models offline running supported by **llamafactory** and **ollama**.
 
+- **Domestic Innovation**: AntSK supports domestic models and databases and can run under domestic innovation conditions.
 
+- **Model Fine-Tuning**: Planned based on llamafactory for model fine-tuning.
 
-- **Knowledge base**: Knowledge base documents can be created by importing knowledge base documents (Word, PDF, Excel, Txt, Markdown, Json, PPT) and other forms.
-
-
-
-- **API plug-in system**: an open API plug-in system that allows third-party developers or service providers to easily integrate their services into AntSK and continuously enhance application functions.
-
-
-
-- **Online search**: AntSK can obtain the latest information in real time to ensure that the information received by users is always the most timely and relevant.
-
-
-
-- **GPTs generation**: This platform supports the creation of personalized GPT models and attempts to build your own GPT models.
-
-
-
-- **API interface publishing**: internal functions are provided externally in the form of API, so that developers can easily translate Xzy AntSK KnowledgeBase is integrated into other applications to enhance application intelligence.
-
-
-
-## Application scenarios
-
-
-
-AntSK is applicable to a variety of business scenarios, such as:
-
-- Enterprise level knowledge management system
-
-- Automatic customer service and chat robot
-
-- Enterprise Search Engine
+## ⛪Application Scenarios
 
+AntSK is suitable for various business scenarios, such as:
+- Enterprise knowledge management system
+- Automatic customer service and chatbots
+- Enterprise search engine
 - Personalized recommendation system
-
-- Intelligent assisted writing
-
-- Education and online learning platform
-
+- Intelligent writing assistance
+- Education and online learning platforms
 - Other interesting AI Apps
 
+## ✏️Function Examples
+### Online Demo
+[document](http://antsk.cn/)
 
-
-## Function example
-
-
-
-First, you need to create a knowledge base
-
-![Knowledge base](https://github.com/xuzeyu91/AntSK/blob/main/images/%E7%9F%A5%E8%AF%86%E5%BA%93.png)
-
-
-
-In the knowledge base, you can use documents or urls to import
-
-![Knowledge base details](https://github.com/xuzeyu91/AntSK/blob/main/images/%E7%9F%A5%E8%AF%86%E5%BA%93%E8%AF%A6%E6%83%85.png)
-
-
-
-Click View to view the document slicing of the knowledge base
-
-![Document Slice](https://github.com/xuzeyu91/AntSK/blob/main/images/%E6%96%87%E6%A1%A3%E5%88%87%E7%89%87.png)
-
-
-
-Then we need to create applications, which can create dialog applications and knowledge bases.
-
-![Application](https://github.com/xuzeyu91/AntSK/blob/main/images/%E5%BA%94%E7%94%A8.png)
-
-
-
-The application of knowledge base needs to select the existing knowledge base, which can be multiple
-
-![Application Configuration](https://github.com/xuzeyu91/AntSK/blob/main/images/%E5%BA%94%E7%94%A8%E9%85%8D%E7%BD%AE.png)
-
-
-
-Then you can ask questions about the knowledge base documents in the dialogue
-
-![Q&A](https://github.com/xuzeyu91/AntSK/blob/main/images/%E9%97%AE%E7%AD%94.png)
-
-
-
-In addition, we can also create dialogue applications, and configure prompt word templates in corresponding applications
-
-![Conversation application](https://github.com/xuzeyu91/AntSK/blob/main/images/%E7%AE%80%E5%8D%95%E5%AF%B9%E8%AF%9D.png)
-
-
-
-Let's see the effect
-
-![Conversation effect](https://github.com/xuzeyu91/AntSK/blob/main/images/%E5%AF%B9%E8%AF%9D%E6%95%88%E6%9E%9C.png)
-
-
-
-## How do I get started?
-
-Login is the default login account and password
-
-Here I use Postgres as data storage and vector storage, because both the Semantic Kernel and Kernel Memory support it. Of course, you can switch to other ones.
-
-The model supports openai by default. If you need to use azure openai and need to adjust the dependency injection of SK, you can also use one api for integration.
-
-The following configuration files need to be configured
+[demo](https://demo.antsk.cn/)
+and
+[demo1](https://antsk.ai-dotnet.com/)
 
 ```
+Default account: test
 
-"ConnectionStrings":{
+Default password: test
 
-"Postgres": "Host=; Port=; Database=antsk; Username=; Password="
+Due to the low configuration of the cloud server, the local model cannot be run, so the system settings permissions have been closed. You can simply view the interface. If you want to use the local model, please download and use it on your own.
+```
 
-},
+### Other Function Examples
+[Video Demonstration](https://www.bilibili.com/video/BV1zH4y1h7Y9/)
 
-"OpenAIOption":{
+## ❓How to get started?
 
-"EndPoint": "",
+Here I am using Postgres as the data and vector storage because Semantic Kernel and Kernel Memory support it, but you can also use other options.
 
-"Key": "",
+The model by default supports the local model of openai, azure openai, and llama. If you need to use other models, you can integrate them using one-api.
 
-"Model": "",
+The Login configuration in the configuration file is the default login account and password.
 
-"Embedding Model": """""
+The following configuration file needs to be configured
 
-},
+## 1️⃣Using docker-compose
 
-Postgres:{
+Provided the pg version **appsettings.json** and simplified version (Sqlite+disk) **docker-compose.simple.yml**
 
-"ConnectionString": "Host=; Port=; Database=antsk; Username=; Password=",
+Download **docker-compose.yml** from the project root directory and place the configuration file **appsettings.json** in the same directory.
 
-"TableNamePrefix": "km -"
+The pg image has already been prepared. You can modify the default username and password in docker-compose.yml, and then the database connection in your **appsettings.json** needs to be consistent.
 
-},
-"Login": {
-  "User": "admin",
-  "Password": "xuzeyu"
+Then you can execute the following command in the directory to start AntSK
+```
+docker-compose up -d
+```
+
+## 2️⃣How to mount local models and model download directory in docker
+```
+# Non-host version, do not use local proxy
+version: '3.8'
+services:
+  antsk:
+    container_name: antsk
+    image: registry.cn-hangzhou.aliyuncs.com/AIDotNet/antsk:v0.6.3
+    ports:
+      - 5000:5000
+    networks:
+      - antsk
+    depends_on:
+      - antskpg
+    restart: always
+    environment:
+      - ASPNETCORE_URLS=http://*:5000
+    volumes:
+      - ./appsettings.json:/app/appsettings.json # Local configuration file needs to be placed in the same directory
+      - D://model:/app/model
+networks:
+  antsk:
+    external: true
+```
+Taking this as an example, it means mounting the local D://model folder of Windows into the container /app/model. If so, the model address in your appsettings.json should be configured as
+
+[LiteDockerCompose](https://github.com/AIDotNet/AntSK/blob/main/docker-compose.simple.yml)
+
+The compact version is deployed with sqlite-disk by one click
+
+[FullDockerCompose](https://github.com/AIDotNet/AntSK/blob/main/docker-compose.yml)
+
+The full version uses pg+aspire
+
+
+## 3️⃣Some meanings of configuration file
+```
+{
+  "DBConnection": {
+    "DbType": "Sqlite",
+    "ConnectionStrings": "Data Source=AntSK.db;"
+  },
+  "KernelMemory": {
+    "VectorDb": "Disk",
+    "ConnectionString": "Host=;Port=;Database=antsk;Username=;Password=",
+    "TableNamePrefix": "km-"
+  },
+  "FileDir": {
+    "DirectoryPath": "D:\\git\\AntBlazor\\model"
+  },
+  "Login": {
+    "User": "admin",
+    "Password": "admin"
+  },
+  "BackgroundTaskBroker": {
+    "ImportKMSTask": {
+      "WorkerCount": 1 
+    }
+  }
 }
+```
+```
+// Supports various databases, you can check SqlSugar, MySql, SqlServer, Sqlite, Oracle, PostgreSQL, Dm, Kdbndp, Oscar, MySqlConnector, Access, OpenGauss, QuestDB, HG, ClickHouse, GBase, Odbc, OceanBaseForOracle, TDengine, GaussDB, OceanBase, Tidb, Vastbase, PolarDB, Custom
+DBConnection.DbType
+
+// Connection string, need to use the corresponding string according to the different DB types
+DBConnection.ConnectionStrings
+
+//The type of vector storage, supporting Postgres, Disk, Memory, Qdrant, Redis, AzureAISearch
+//Postgres and Redis require ConnectionString configuration
+//The ConnectionString of Qdrant and AzureAISearch uses Endpoint | APIKey
+KernelMemory.VectorDb
+
+//Local model path, used for quick selection of models under llama, as well as saving downloaded models.
+FileDir.DirectoryPath
+
+//Default admin account password
+Login
+
+//Import asynchronous processing thread count. A higher count can be used for online API, but for local models, 1 is recommended to avoid memory overflow issues.
+BackgroundTaskBroker.ImportKMSTask.WorkerCount
 
 ```
 
-I use CodeFirst mode. As long as the database link is configured, the table structure is automatically created
+## ⚠️Fixing Style Issues:
+Run the following in AntSK/src/AntSK:
+```
+dotnet clean
+dotnet build
+dotnet publish "AntSK.csproj"
+```
+Then navigate to AntSK/src/AntSK/bin/Release/net8.0/publish and run:
+```
+dotnet AntSK.dll
+```
+The styles should now be applied after starting.
 
+I'm using CodeFirst mode for the database, so as long as the database connection is properly configured, the table structure will be created automatically.
 
+## ✔️Using llamafactory
+```
+1. First, ensure that Python and pip are installed in your environment. This step is not necessary if using an image, such as version v0.2.3.2, which already includes the complete Python environment.
+2. Go to the model add page and select llamafactory.
+3. Click "Initialize" to check whether the 'pip install' environment setup is complete.
+4. Choose a model that you like.
+5. Click "Start" to begin downloading the model from the tower. This may involve a somewhat lengthy wait.
+6. After the model has finished downloading, enter http://localhost:8000/ in the request address. The default port is 8000.
+7. Click "Save" and start chatting.
+8. Many people ask about the difference between LLamaSharp and llamafactory. In fact, LLamaSharp is a .NET implementation of llama.cpp, but only supports local gguf models, while llamafactory supports a wider variety of models and uses Python implementation. The main difference lies here. Additionally, llamafactory has the ability to fine-tune models, which is an area we will focus on integrating in the future.
+```
 
+## 💕 Contributors
 
-To learn more or start using**AntSK**, you can follow my public account and join the exchange group.
+This project exists thanks to all the people who contribute.
 
+<a href="https://github.com/AIDotNet/AntSK/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=AIDotNet/AntSK&max=1000&columns=15&anon=1" />
+</a>
 
+## 🚨  Use Protocol
 
-## Contact me
+This warehouse follows the [AntSK License](https://github.com/AIDotNet/AntSK?tab=Apache-2.0-1-ov-file) open source protocol.
 
-If you have any questions or suggestions, please follow my public account through the following ways, and send a message to me. We also have an exchange group, which can send messages such as joining the group, and then I will bring you into the exchange group
+This project follows the Apache 2.0 agreement, in addition to the following additional terms
 
-![Official account](https://github.com/xuzeyu91/Avalonia-Assistant/blob/main/img/gzh.jpg)
+1. **Free Commercial Use**: Users can use the software for commercial purposes without modifying the code.
+2. **Commercial License Required**: A commercial license is required if any of the following conditions are met:
+   1. You modify, develop, or alter the software, including but not limited to changes to the application name, logo, code, or functionality.
+   2. You provide multi-tenant services to enterprise customers with 10 or more users.
+   3. You pre-install or integrate the software into hardware devices or products and bundle it for sale.
+   4. You are engaging in large-scale procurement for government or educational institutions, especially involving security, data privacy, or other sensitive requirements.
+   
+3. If you need authorization, you can contact WeChat: **xuzeyu91**
 
+If you plan to use AntSK in commercial projects, you need to ensure that you follow the following steps:
 
+1. Copyright statement containing AntSK license. [AntSK License](https://github.com/AIDotNet/AntSK?tab=Apache-2.0-1-ov-file).
+   
+2. If you modify the software source code, you need to clearly indicate these modifications in the source code.
+   
+3. Meet the above requirements  
+
+## 💕 Special thanks
+Helping enterprise AI application development, we recommend [AntBlazor](https://antblazor.com)
+
+## ☎️Contact Me
+If you have any questions or suggestions, please contact me through my official WeChat account. We also have a discussion group where you can send a message to join, and then I will add you to the group.
+
+Additionally, you can also contact me via email: antskpro@qq.com
+
+![Official WeChat Account](https://github.com/AIDotNet/AntSK/blob/main/images/gzh.jpg)
 
 ---
 
-
-
-We appreciate your interest in**AntSK**and look forward to working with you to create an intelligent future!
+We appreciate your interest in **AntSK** and look forward to collaborating with you to create an intelligent future!

README.md

@@ -1,24 +1,35 @@
-中文|[English](https://github.com/xuzeyu91/AntSK/blob/main/README.en.md)
+中文|[English](./README.en.md) 
 # AntSK
-## 基于.Net8+AntBlazor+SemanticKernel 打造的AI知识库/智能体
+## 使用.Net9 + Blazor+SemanticKernel 打造的AI知识库/智能体
 
-## 核心功能
+## ⭐核心功能
 
 - **语义内核 (Semantic Kernel)**：采用领先的自然语言处理技术，准确理解、处理和响应复杂的语义查询，为用户提供精确的信息检索和推荐服务。
 
 - **内存内核 (Kernel Memory)**：具备持续学习和存储知识点的能力，AntSK 拥有长期记忆功能，累积经验，提供更个性化的交互体验。
 
-- **知识库**：通过文档（Word、PDF、Excel、Txt、Markdown、Json、PPT）等形式导入知识库，可以进行知识库文档。
+- **知识库**：通过文档（Word、PDF、Excel、Txt、Markdown、Json、PPT）等形式导入知识库，可以进行知识库问答，支持本地bge-embedding 向量模型 ，以及bge-rerank 重排模型。
 
-- **API插件系统**：开放式API插件系统，允许第三方开发者或服务商轻松将其服务集成到AntSK，不断增强应用功能。
-
-- **联网搜索**：AntSK，实时获取最新信息，确保用户接受到的资料总是最及时、最相关的。
+- **文生图**：集成**StableDiffusion** 本地模型，可以进行文生图。
 
 - **GPTs 生成**：此平台支持创建个性化的GPT模型，尝试构建您自己的GPT模型。
 
 - **API接口发布**：将内部功能以API的形式对外提供，便于开发者将AntSK 集成进其他应用，增强应用智慧。
 
-## 应用场景
+- **API插件系统**：开放式API插件系统，允许第三方开发者或服务商轻松将其服务集成到AntSK，不断增强应用功能。
+
+- **.Net插件系统**：开放式dll插件系统，允许第三方开发者或服务商轻松将其业务功能通过标准格式的代码生成dll后集成到AntSK，不断增强应用功能。
+
+- **联网搜索**：AntSK，实时获取最新信息，确保用户接受到的资料总是最及时、最相关的。
+
+- **模型管理**：适配和管理集成不同厂商的不同模型。并且支持**llama.cpp**所支持的gguf类型，以及**llamafactory** 和 **ollama** 所支持的模型离线运行
+
+- **国产信创**：AntSK支持国产模型，和国产数据库，可以在信创条件下运行
+
+- **模型微调**：规划中，基于llamafactory进行模型微调
+  
+
+## ⛪应用场景
 
 AntSK 适用于多种业务场景，例如：
 - 企业级知识管理系统
@@ -29,88 +40,214 @@ AntSK 适用于多种业务场景，例如：
 - 教育与在线学习平台
 - 其他有意思的AI App
 
-## 功能示例
+## ✏️功能示例
+### 在线演示
 
+[体验地址1](https://demo.antsk.cn/)
+
+和
+
+[体验地址2](https://antsk.ai-dotnet.com/)
+```
+默认账号：test
+
+默认密码：test
+
+由于云服务器配置较低，无法运行本地模型，所以把系统设置权限关闭了，大家看看界面即可，要使用本地模型，请下载自行使用
+
+请勿在演示站点上传敏感信息
+```
+
+### 其他功能示例
 [视频示例](https://www.bilibili.com/video/BV1zH4y1h7Y9/)
 
-首先需要创建知识库
-![知识库](https://github.com/xuzeyu91/AntSK/blob/main/images/%E7%9F%A5%E8%AF%86%E5%BA%93.png)
+[在线文档：http://antsk.cn](http://antsk.cn)
 
-在知识库里可以使用文档或者url进行导入
-![知识库详情](https://github.com/xuzeyu91/AntSK/blob/main/images/%E7%9F%A5%E8%AF%86%E5%BA%93%E8%AF%A6%E6%83%85.png)
-
-点击查看可以查看知识库的文档切片情况
-![文档切片](https://github.com/xuzeyu91/AntSK/blob/main/images/%E6%96%87%E6%A1%A3%E5%88%87%E7%89%87.png)
-
-然后我们需要创建应用，可以创建对话应用和知识库。
-![应用](https://github.com/xuzeyu91/AntSK/blob/main/images/%E5%BA%94%E7%94%A8.png)
-
-知识库应用需要选择已有的知识库，可以选多个
-![应用配置](https://github.com/xuzeyu91/AntSK/blob/main/images/%E5%BA%94%E7%94%A8%E9%85%8D%E7%BD%AE.png)
-
-然后再对话中可以对知识库的文档进行提问
-![问答](https://github.com/xuzeyu91/AntSK/blob/main/images/%E9%97%AE%E7%AD%94.png)
-
-另外我们也可以创建对话应用，可以在对应应用中配置提示词模板
-![对话应用](https://github.com/xuzeyu91/AntSK/blob/main/images/%E7%AE%80%E5%8D%95%E5%AF%B9%E8%AF%9D.png)
-
-下面来看看效果吧
-![对话效果](https://github.com/xuzeyu91/AntSK/blob/main/images/%E5%AF%B9%E8%AF%9D%E6%95%88%E6%9E%9C.png)
-
-## 如何开始？
+## ❓如何开始？
 
 在这里我使用的是Postgres 作为数据存储和向量存储，因为Semantic Kernel和Kernel Memory都支持他，当然你也可以换成其他的。
-模型默认支持openai,如果需要使用azure openai需要调整SK的依赖注入，也可以使用one-api进行集成。
-Login是默认的登陆账号和密码
-需要配置如下的配置文件
-### 需要注意的是PostgreSQL需要安装扩展vector 
 
+模型默认支持openai、azure openai、讯飞星火、阿里云积、 和llama支持的gguf本地模型 以及llamafactory的本地模型,如果需要使用其他模型，可以使用one-api进行集成。
+
+配置文件中的Login配置是默认的登录账号和密码
+
+需要配置如下的配置文件
+
+## 为了方便体验，我已经把打包好的程序放进了网盘，你只需要安装.net8环境即可运行。
+[.net8环境 ](https://dotnet.microsoft.com/zh-cn/download/dotnet/8.0)
+
+[我用夸克网盘分享了「AntSK」](https://pan.quark.cn/s/63ea02e1683e)
+
+下载文件后启动 AntSK.exe  然后会自动打开浏览器
 ```
-  "ConnectionStrings": {
-    "Postgres": "Host=;Port=;Database=antsk;Username=;Password="
+账号: admin
+密码: admin
+```
+
+
+[源码深度解读](https://deepwiki.com/AIDotNet/AntSK)
+
+
+## 1️⃣使用docker-compose 
+
+提供了pg版本 **appsettings.json** 和 简化版本（**Sqlite+disk**） **docker-compose.simple.yml**
+
+从项目根目录下载**docker-compose.yml**,然后把配置文件**appsettings.json**和它放在统一目录，
+
+这里已经把pg的镜像做好了。在docker-compose.yml中可以修改默认账号密码，然后你的**appsettings.json**的数据库连接需要保持一致。
+
+然后你可以进入到目录后执行
+```
+docker-compose up -d
+```
+来启动AntSK
+
+## 2️⃣如何在docker中挂载本地模型，和模型下载的目录
+```
+# 非 host 版本, 不使用本机代理
+version: '3.8'
+services:
+  antsk:
+    container_name: antsk
+    image: registry.cn-hangzhou.aliyuncs.com/AIDotNet/antsk:v0.6.0
+    ports:
+      - 5000:5000
+    networks:
+      - antsk
+    depends_on:
+      - antskpg
+    restart: always
+    environment:
+      - ASPNETCORE_URLS=http://*:5000
+    volumes:
+      - ./appsettings.json:/app/appsettings.json # 本地配置文件 需要放在同级目录
+      - D://model:/app/model
+      - D://model:/root/.cache/modelscope/hub/AI-ModelScope #使用Llamafactory时需要挂载 否则初始化的环境重启后会丢失
+networks:
+  antsk:
+```
+以这个为示例，意思是把windows本地D://model的文件夹挂载进 容器内/app/model 如果是这样你的appsettings.json中的模型地址应该配置为  
+
+[LiteDockerCompose](https://github.com/AIDotNet/AntSK/blob/main/docker-compose.simple.yml)
+
+精简版使用sqlite+disk向量模式，简化部署配置
+
+[FullDockerCompose](https://github.com/AIDotNet/AntSK/blob/main/docker-compose.yml)
+
+完整版使用pg+aspire 功能更完整，配置文件需要参考如下配置含义进行配置
+
+
+## 3️⃣配置文件的一些含义
+```
+{
+  "DBConnection": {
+    "DbType": "Sqlite", 
+    "ConnectionStrings": "Data Source=AntSK.db;"
   },
-  "OpenAIOption": {
-    "EndPoint": "",
-    "Key": "",
-    "Model": "",
-    "EmbeddingModel": ""
-  },
-  "Postgres": {
+  "KernelMemory": {
+    "VectorDb": "Disk", 
     "ConnectionString": "Host=;Port=;Database=antsk;Username=;Password=",
     "TableNamePrefix": "km-"
   },
+  "FileDir": {
+    "DirectoryPath": "D:\\git\\AntBlazor\\model"
+  },
   "Login": {
     "User": "admin",
     "Password": "xuzeyu"
+  },
+  "BackgroundTaskBroker": {
+    "ImportKMSTask": {
+      "WorkerCount": 1 
+    }
   }
+}
 ```
-我使用的是CodeFirst模式，只要配置好数据库链接，表结构是自动创建的
+```
+//支持多种数据库，具体可以查看SqlSugar，MySql，SqlServer，Sqlite，Oracle，PostgreSQL，Dm，Kdbndp，Oscar，MySqlConnector，Access，OpenGauss，QuestDB，HG，ClickHouse，GBase，Odbc，OceanBaseForOracle，TDengine，GaussDB，OceanBase，Tidb，Vastbase，PolarDB，Custom
+DBConnection.DbType
+//连接字符串，需要根据不同DB类型，用对应的字符串
+DBConnection.ConnectionStrings
 
-如果想使用LLamaSharp运行本地模型还需要设置如下配置：
-```
-  "LLamaSharp": {
-    "Chat": "D:\\Code\\AI\\AntBlazor\\model\\tinyllama-1.1b-chat.gguf",
-    "Embedding": "D:\\Code\\AI\\AntBlazor\\model\\tinyllama-1.1b-chat.gguf"
-  },
+//向量存储的类型，支持  Postgres、Disk、Memory、Qdrant、Redis、AzureAISearch
+//Postgres、Redis需要配置 ConnectionString
+//Qdrant 和AzureAISearch 的 ConnectionString 使用 Endpoint|APIKey  
+KernelMemory.VectorDb
+
+//本地模型路径，用于在选择llama时可以快速选择目录下的模型，以及保存下载的模型
+FileDir.DirectoryPath
+
+//默认管理员账号密码
+Login
+//导入异步处理的线程数，使用在线API可以高一点，本地模型建议1 否则容易内存溢出崩掉
+BackgroundTaskBroker.ImportKMSTask.WorkerCount
 ```
 
-需要配置Chat和Embedding模型的地址，然后修改EndPoint为本地：
+## ⚠️找不到样式问题解决：
+AntSK/src/AntSK下执行:
 ```
- "OpenAIOption": {
-    "EndPoint": "https://ip:port/llama/",
-    "Key": "",
-    "Model": "",
-    "EmbeddingModel": ""
-  },
+dotnet clean
+dotnet build
+dotnet publish "AntSK.csproj"
 ```
+再去AntSK/src/AntSK/bin/Release/net8.0/publish下
+```
+dotnet AntSK.dll
+```
+然后启动就有样式了
+
+DB我使用的是CodeFirst模式，只要配置好数据库链接，表结构是自动创建的
+
+## ✔️使用llamafactory
+```
+1、首先需要确保你的环境已经安装了python和pip，如果使用镜像，例如p0.2.4版本已经包含了 python全套环境则无需此步骤
+2、进入模型添加页面选择llamafactory
+3、点击初始化，可以检查pip install 环境是否完成
+4、选择一个喜欢的模型
+5、点击启动,这会开始从魔塔下载模型，你可能需要有一个较为漫长的等待
+6、等待模型下载完毕后，在请求地址输入 http://localhost:8000/   这里默认是使用8000端口
+7、点击保存，然后就可以开始聊天了
+8、很多人会问 LLamaSharp与llamafactory有什么区别？其实这两者LLamaSharp是llama.cpp的 dotnet实现，但是只支持本地gguf模型，  而llamafactory 支持的模型种类更多，但使用的是python的实现，其主要差异在这里，另外llamafactory具有模型微调的能力，这也是我们下一步需要重点集成的部分。
+```
+
+## 💕 贡献者
+
+这个项目的存在要感谢所有的贡献者。
+
+<a href="https://github.com/AIDotNet/AntSK/graphs/contributors">
+<img src="https://contrib.rocks/image?repo=AIDotNet/AntSK&max=1000&columns=15&anon=1" />
+</a>
+
+## 🚨 使用协议
+
+本仓库遵循  [AntSK License](https://github.com/AIDotNet/AntSK?tab=Apache-2.0-1-ov-file) 开源协议。
+
+除以下附加条款外，该项目遵循Apache 2.0协议
+
+1. **免费商用**：用户在不修改代码的情况下，可以免费用于商业目的。
+2. **商业授权**：如果您满足以下任意条件之一，需取得商业授权：
+   1. 对本软件进行二次修改、开发（包括但不限于修改应用名称、logo、代码以及功能）。
+   2. 为企业客户提供多租户服务，且该服务支持 10 人或以上的使用。
+   3. 预装或集成到硬件设备或产品中进行捆绑销售。
+   4. 政府或教育机构的大规模采购项目，特别是涉及安全、数据隐私等敏感需求时。
+   
+3. 如果您需要授权，可以联系微信：xuzeyu91
+
+如果您打算在商业项目中使用AntSK，您需要确保遵守以下步骤：
+
+1. 包含AntSK许可证的版权声明。 [AntSK License](https://github.com/AIDotNet/AntSK?tab=Apache-2.0-1-ov-file) 。
+
+2. 如果您修改了软件源代码，您需要在源代码中明确标明这些修改。
+
+3. 满足以上要求
+
+## 💕 特别感谢
+助力企业级AI应用开发，推荐使用 [AntBlazor](https://antblazor.com)
 
 
-想了解更多信息或开始使用 **AntSK**，可以关注我的公众号以及加入交流群。
+## ☎️联系我
+如有任何问题或建议，请通过以下方式关注我的公众号《许泽宇的技术分享》，发消息与我联系，我们也有AIDotnet交流群，可以发送进群等消息，然后我会拉你进交流群
 
-## 联系我
-如有任何问题或建议，请通过以下方式关注我的公众号，发消息与我联系，我们也有交流群，可以发送进群等消息，然后我会拉你进交流群
-![公众号](https://github.com/xuzeyu91/Avalonia-Assistant/blob/main/img/gzh.jpg)
+另外您也可以通过邮箱与我联系：antskpro@qq.com
 
----
-
-我们对您在**AntSK**的兴趣表示感谢，并期待与您携手共创智能化的未来！
+![公众号](https://github.com/AIDotNet/AntSK/blob/main/images/gzh.jpg)

docker-compose.simple.yml

@@ -0,0 +1,21 @@
+# 非 host 版本, 不使用本机代理
+version: '3.8'
+services:
+  antsk:
+    container_name: antsk
+    image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:v0.6.3
+    # 如果需要pytorch环境需要使用下面这个镜像，镜像比较大
+    # image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:p0.6.3
+    ports:
+      - 5000:5000
+    networks:
+      - antsk
+    restart: always
+    environment:
+      - ASPNETCORE_URLS=http://*:5000
+    volumes:
+      - ./appsettings.json:/app/appsettings.json # 本地配置文件 需要放在同级目录
+      - /AntSK/model:/app/model
+      - /AntSK/model:/root/.cache/modelscope/hub/AI-ModelScope # LLamaFactory模型文件
+networks:
+  antsk:

docker-compose.yml

@@ -0,0 +1,58 @@
+# 非 host 版本, 不使用本机代理
+version: '3.8'
+services:
+  aspire-dashboard:
+    container_name: aspire-dashboard
+    image: mcr.microsoft.com/dotnet/aspire-dashboard:8.0
+    networks:
+      - antsk
+    environment:
+      - DOTNET_DASHBOARD_UNSECURED_ALLOW_ANONYMOUS=true
+      - ASPIRE_ALLOW_UNSECURED_TRANSPORT=true
+      - DASHBOARD_OTLP_AUTHMODE=ApiKey
+      - DASHBOARD_OTLP_PRIMARYAPIKEY=antsk
+    ports:
+      - 18888:18888
+      - 18889:18889
+    restart: unless-stopped
+  antskpg:
+    image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/pg:v0.5.0
+    container_name: antskpg
+    restart: always
+    ports: # 生产环境建议不要暴露
+      - 5432:5432
+    networks:
+      - antsk
+    environment:
+      # 这里的配置只有首次运行生效。修改后，重启镜像是不会生效的。需要把持久化数据删除再重启，才有效果
+      - POSTGRES_USER=username
+      - POSTGRES_PASSWORD=password
+      - POSTGRES_DB=antsk
+    volumes:
+      - ./pg/data:/var/lib/postgresql/data
+  antsk:
+    container_name: antsk
+    image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:v0.6.3
+    # 如果需要pytorch环境需要使用下面这个镜像，镜像比较大
+    # image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:p0.6.3
+    ports:
+      - 5000:5000
+    networks:
+      - antsk
+    depends_on:
+      - antskpg
+    restart: always
+    environment:
+      - ASPNETCORE_URLS=http://*:5000
+      - ASPNETCORE_FORWARDEDHEADERS_ENABLED=true
+      - OTEL_DOTNET_EXPERIMENTAL_OTLP_EMIT_EXCEPTION_LOG_ATTRIBUTES=true
+      - OTEL_DOTNET_EXPERIMENTAL_OTLP_EMIT_EVENT_LOG_ATTRIBUTES= true
+      - OTEL_DOTNET_EXPERIMENTAL_OTLP_RETRY=in_memory
+      - OTEL_EXPORTER_OTLP_ENDPOINT=http://aspire-dashboard:18889
+      - OTEL_SERVICE_NAME=antsk
+    volumes:
+      - ./appsettings.json:/app/appsettings.json # 本地配置文件 需要放在同级目录
+      - /AntSK/model:/app/model
+      - /AntSK/model:/root/.cache/modelscope/hub/AI-ModelScope # LLamaFactory模型文件
+networks:
+  antsk:

docs/deploy/_category_.json

@@ -0,0 +1,14 @@
+{
+    "position": 3,
+    "label": "部署",
+    "collapsible": true,
+    "collapsed": false,
+    "className": "red",
+    "link": {
+        "type": "generated-index",
+        "title": "使用案例"
+    },
+    "customProps": {
+        "description": "提供快速使用AntSK的一些案例！"
+    }
+}

docs/deploy/settings.md

@@ -0,0 +1,56 @@
+---
+sidebar_position: 2
+---
+
+# 配置文件的一些含义
+```
+{
+  "DBConnection": {
+    "DbType": "Sqlite", 
+    "ConnectionStrings": "Data Source=AntSK.db;"
+  },
+  "KernelMemory": {
+    "VectorDb": "Disk", 
+    "ConnectionString": "Host=;Port=;Database=antsk;Username=;Password=",
+    "TableNamePrefix": "km-"
+  },
+  "LLamaSharp": {
+    "RunType": "GPU", 
+    "Chat": "D:\\Code\\AI\\AntBlazor\\model\\qwen1_5-1_8b-chat-q8_0.gguf",
+    "Embedding": "D:\\Code\\AI\\AntBlazor\\model\\qwen1_5-1_8b-chat-q8_0.gguf",
+    "FileDirectory": "D:\\Code\\AI\\AntBlazor\\model\\"
+  },
+  "Login": {
+    "User": "admin",
+    "Password": "xuzeyu"
+  },
+  "BackgroundTaskBroker": {
+    "ImportKMSTask": {
+      "WorkerCount": 1 
+    }
+  }
+}
+```
+```
+//支持多种数据库，具体可以查看SqlSugar，MySql，SqlServer，Sqlite，Oracle，PostgreSQL，Dm，Kdbndp，Oscar，MySqlConnector，Access，OpenGauss，QuestDB，HG，ClickHouse，GBase，Odbc，OceanBaseForOracle，TDengine，GaussDB，OceanBase，Tidb，Vastbase，PolarDB，Custom
+DBConnection.DbType
+//连接字符串，需要根据不同DB类型，用对应的字符串
+DBConnection.ConnectionStrings
+
+//向量存储的类型，支持  Postgres  Disk  Memory ，其中Postgres需要配置 ConnectionString
+KernelMemory.VectorDb
+
+//本地模型使用的运行方式  GUP  CPU ,如果用在线API 这个随意使用一个即可
+LLamaSharp.RunType
+//本地会话模型的模型路径 注意区分linux和windows盘符不同
+LLamaSharp.Chat
+//本地向量模型的模型路径 注意区分linux和windows盘符不同
+LLamaSharp.Embedding
+//本地模型路径，用于在选择llama时可以快速选择目录下的模型，以及保存下载的模型
+LLamaSharp.FileDirectory
+
+//默认管理员账号密码
+Login
+//导入异步处理的线程数，使用在线API可以高一点，本地模型建议1 否则容易内存溢出崩掉
+BackgroundTaskBroker.ImportKMSTask.WorkerCount
+```

docs/deploy/start.md

@@ -0,0 +1,57 @@
+---
+sidebar_position: 1
+---
+
+# 如何开始？
+
+在这里我使用的是Postgres 作为数据存储和向量存储，因为Semantic Kernel和Kernel Memory都支持他，当然你也可以换成其他的。
+
+模型默认支持openai、azure openai 和llama支持的gguf本地模型,如果需要使用其他模型，可以使用one-api进行集成。
+
+配置文件中的Login配置是默认的登陆账号和密码
+
+需要配置如下的配置文件
+
+## 使用docker-compose 
+
+提供了pg版本 **appsettings.json** 和 简化版本（Sqlite+disk） **docker-compose.simple.yml**
+
+从项目根目录下载**docker-compose.yml**,然后把配置文件**appsettings.json**和它放在统一目录，
+
+这里已经把pg的镜像做好了。在docker-compose.yml中可以修改默认账号密码，然后你的**appsettings.json**的数据库连接需要保持一致。
+
+然后你可以进入到目录后执行
+```
+docker-compose up -d
+```
+来启动AntSK
+
+## 如何在docker中挂载本地模型，和模型下载的目录
+```
+# 非 host 版本, 不使用本机代理
+version: '3.8'
+services:
+  antsk:
+    container_name: antsk
+    image: registry.cn-hangzhou.aliyuncs.com/AIDotNet/antsk:v0.1.5
+    ports:
+      - 5000:5000
+    networks:
+      - antsk
+    depends_on:
+      - antskpg
+    restart: always
+    environment:
+      - ASPNETCORE_URLS=http://*:5000
+    volumes:
+      - ./appsettings.json:/app/appsettings.json # 本地配置文件 需要放在同级目录
+      - D://model:/app/model
+networks:
+  antsk:
+```
+以这个为示例，意思是把windows本地D://model的文件夹挂载进 容器内/app/model 如果是这样你的appsettings.json中的模型地址应该配置为  
+```
+model/xxx.gguf
+```
+
+DB我使用的是CodeFirst模式，只要配置好数据库链接，表结构是自动创建的

docs/deploy/style.md

@@ -0,0 +1,16 @@
+---
+sidebar_position: 3
+---
+
+# 找不到样式问题解决
+AntSK/src/AntSK下执行:
+```
+dotnet clean
+dotnet build
+dotnet publish "AntSK.csproj"
+```
+再去AntSK/src/AntSK/bin/Release/net8.0/publish下
+```
+dotnet AntSK.dll
+```
+然后启动就有样式了

docs/develop/_category_.json

@@ -0,0 +1,14 @@
+{
+    "position": 2,
+    "label": "快速开发",
+    "collapsible": true,
+    "collapsed": false,
+    "className": "red",
+    "link": {
+        "type": "generated-index",
+        "title": "快速开发"
+    },
+    "customProps": {
+        "description": "快速基于项目二次开发！"
+    }
+}

docs/introduce/_category_.json

@@ -0,0 +1,14 @@
+{
+    "position": 2,
+    "label": "介绍",
+    "collapsible": true,
+    "collapsed": false,
+    "className": "red",
+    "link": {
+        "type": "generated-index",
+        "title": "使用案例"
+    },
+    "customProps": {
+        "description": "提供快速使用AntSK的一些案例！"
+    }
+}

docs/introduce/readme.md

@@ -0,0 +1,70 @@
+---
+sidebar_position: 1
+---
+
+# AntSK功能介绍
+## 基于.Net8+AntBlazor+SemanticKernel 打造的AI知识库/智能体
+
+## 核心功能
+
+- **语义内核 (Semantic Kernel)**：采用领先的自然语言处理技术，准确理解、处理和响应复杂的语义查询，为用户提供精确的信息检索和推荐服务。
+
+- **内存内核 (Kernel Memory)**：具备持续学习和存储知识点的能力，AntSK 拥有长期记忆功能，累积经验，提供更个性化的交互体验。
+
+- **知识库**：通过文档（Word、PDF、Excel、Txt、Markdown、Json、PPT）等形式导入知识库，可以进行知识库问答。
+
+- **GPTs 生成**：此平台支持创建个性化的GPT模型，尝试构建您自己的GPT模型。
+
+- **API接口发布**：将内部功能以API的形式对外提供，便于开发者将AntSK 集成进其他应用，增强应用智慧。
+
+- **API插件系统**：开放式API插件系统，允许第三方开发者或服务商轻松将其服务集成到AntSK，不断增强应用功能。
+
+- **.Net插件系统**：开放式dll插件系统，允许第三方开发者或服务商轻松将其业务功能通过标准格式的代码生成dll后集成到AntSK，不断增强应用功能。
+
+- **联网搜索**：AntSK，实时获取最新信息，确保用户接受到的资料总是最及时、最相关的。
+
+- **模型管理**：适配和管理集成不同厂商的不同模型。并且支持**llama.cpp**所支持的gguf类型，以及**llamafactory**所支持的模型离线运行
+
+- **国产信创**：AntSK支持国产模型，和国产数据库，可以在信创条件下运行
+
+- **模型微调**：规划中，基于llamafactory进行模型微调
+  
+
+## 应用场景
+
+AntSK 适用于多种业务场景，例如：
+- 企业级知识管理系统
+- 自动客服与聊天机器人
+- 企业级搜索引擎
+- 个性化推荐系统
+- 智能辅助写作
+- 教育与在线学习平台
+- 其他有意思的AI App
+
+## 功能示例
+
+[视频示例](https://www.bilibili.com/video/BV1zH4y1h7Y9/)
+
+首先需要创建知识库
+![知识库](./img/知识库.png)
+
+在知识库里可以使用文档或者url进行导入
+![知识库详情](./img/知识库详情.png)
+
+点击查看可以查看知识库的文档切片情况
+![文档切片](./img/文档切片.png)
+
+然后我们需要创建应用，可以创建对话应用和知识库。
+![应用](./img/应用.png)
+
+知识库应用需要选择已有的知识库，可以选多个
+![应用配置](./img/应用配置.png)
+
+然后再对话中可以对知识库的文档进行提问
+![问答](./img/问答.png)
+
+另外我们也可以创建对话应用，可以在对应应用中配置提示词模板
+![对话应用](./img/简单对话.png)
+
+下面来看看效果吧
+![对话效果](./img/对话效果.png)

src/AntSK.AppHost/AntSK.AppHost.csproj

@@ -0,0 +1,20 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <OutputType>Exe</OutputType>
+    <TargetFramework>net8.0</TargetFramework>
+    <ImplicitUsings>enable</ImplicitUsings>
+    <Nullable>enable</Nullable>
+    <IsAspireHost>true</IsAspireHost>
+    <UserSecretsId>32ac67c8-178a-4eeb-871d-879023582e06</UserSecretsId>
+  </PropertyGroup>
+
+  <ItemGroup>
+    <PackageReference Include="Aspire.Hosting.AppHost" Version="8.0.1" />
+  </ItemGroup>
+
+  <ItemGroup>
+    <ProjectReference Include="..\AntSK\AntSK.csproj" />
+  </ItemGroup>
+
+</Project>

src/AntSK.AppHost/Program.cs

@@ -0,0 +1,5 @@
+var builder = DistributedApplication.CreateBuilder(args);
+
+builder.AddProject<Projects.AntSK>("antsk");
+
+builder.Build().Run();

src/AntSK.AppHost/appsettings.Development.json

@@ -0,0 +1,8 @@
+{
+  "Logging": {
+    "LogLevel": {
+      "Default": "Information",
+      "Microsoft.AspNetCore": "Warning"
+    }
+  }
+}

src/AntSK.AppHost/appsettings.json

@@ -0,0 +1,9 @@
+{
+  "Logging": {
+    "LogLevel": {
+      "Default": "Information",
+      "Microsoft.AspNetCore": "Warning",
+      "Aspire.Hosting.Dcp": "Warning"
+    }
+  }
+}

src/AntSK.AppHost/aspirate-output/docker-compose.yaml

@@ -0,0 +1,26 @@
+services:
+  aspire-dashboard:
+    container_name: "aspire-dashboard"
+    image: "mcr.microsoft.com/dotnet/aspire-dashboard:8.0"
+    environment:
+      DOTNET_DASHBOARD_UNSECURED_ALLOW_ANONYMOUS: "true"
+    ports:
+    - target: 18888
+      published: 18888
+    restart: unless-stopped
+  antsk:
+    container_name: "antsk"
+    image: "antsk:latest"
+    environment:
+      OTEL_DOTNET_EXPERIMENTAL_OTLP_EMIT_EXCEPTION_LOG_ATTRIBUTES: "true"
+      OTEL_DOTNET_EXPERIMENTAL_OTLP_EMIT_EVENT_LOG_ATTRIBUTES: "true"
+      OTEL_DOTNET_EXPERIMENTAL_OTLP_RETRY: "in_memory"
+      ASPNETCORE_FORWARDEDHEADERS_ENABLED: "true"
+      OTEL_EXPORTER_OTLP_ENDPOINT: "http://aspire-dashboard:18889"
+      OTEL_SERVICE_NAME: "antsk"
+    ports:
+    - target: 8080
+      published: 10000
+    - target: 8443
+      published: 10001
+    restart: unless-stopped

src/AntSK.AppHost/aspirate-state.json

@@ -0,0 +1,17 @@
+{
+  "projectPath": ".",
+  "outputPath": "aspirate-output",
+  "containerImageTags": [
+    "latest"
+  ],
+  "containerBuilder": "docker",
+  "outputFormat": "compose",
+  "privateRegistryEmail": "aspir8@aka.ms",
+  "includeDashboard": true,
+  "secrets": {
+    "salt": "fjamZa3pQbM1UyY4",
+    "hash": "QR\u002BSEr3p2SwD/w2oPE21vrWh/EerhNyVyTkr0atIREw=",
+    "secrets": {}
+  },
+  "processAllComponents": true
+}

src/AntSK.AppHost/manifest.json

@@ -0,0 +1,26 @@
+{
+  "resources": {
+    "antsk": {
+      "type": "project.v0",
+      "path": "../AntSK/AntSK.csproj",
+      "env": {
+        "OTEL_DOTNET_EXPERIMENTAL_OTLP_EMIT_EXCEPTION_LOG_ATTRIBUTES": "true",
+        "OTEL_DOTNET_EXPERIMENTAL_OTLP_EMIT_EVENT_LOG_ATTRIBUTES": "true",
+        "OTEL_DOTNET_EXPERIMENTAL_OTLP_RETRY": "in_memory",
+        "ASPNETCORE_FORWARDEDHEADERS_ENABLED": "true"
+      },
+      "bindings": {
+        "http": {
+          "scheme": "http",
+          "protocol": "tcp",
+          "transport": "http"
+        },
+        "https": {
+          "scheme": "https",
+          "protocol": "tcp",
+          "transport": "http"
+        }
+      }
+    }
+  }
+}

src/AntSK.Domain/AntSK - Backup.Domain.csproj

@@ -0,0 +1,53 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <TargetFramework>net8.0</TargetFramework>
+    <ImplicitUsings>enable</ImplicitUsings>
+    <Nullable>enable</Nullable>
+    <DocumentationFile>AntSK.Domain.xml</DocumentationFile>
+    <NoWarn>CA1050,CA1707,CA2007,VSTHRD111,CS1591,RCS1110,CA5394,SKEXP0001,SKEXP0002,SKEXP0003,SKEXP0004,SKEXP0010,SKEXP0011,,SKEXP0012,SKEXP0020,SKEXP0021,SKEXP0022,SKEXP0023,SKEXP0024,SKEXP0025,SKEXP0026,SKEXP0027,SKEXP0028,SKEXP0029,SKEXP0030,SKEXP0031,SKEXP0032,SKEXP0040,SKEXP0041,SKEXP0042,SKEXP0050,SKEXP0051,SKEXP0052,SKEXP0053,SKEXP0054,SKEXP0055,SKEXP0060,SKEXP0061,SKEXP0101,SKEXP0102</NoWarn>
+  </PropertyGroup>
+  <ItemGroup>
+    <PackageReference Include="AntDesign.Charts" Version="0.5.1" />
+    <PackageReference Include="AntDesign.ProLayout" Version="0.18.2" />
+    <PackageReference Include="BlazorComponents.Terminal" Version="0.6.0" />
+    <PackageReference Include="Blazored.LocalStorage" Version="4.5.0" />
+  
+    <PackageReference Include="pythonnet" Version="3.0.3" />
+    
+    <PackageReference Include="Swashbuckle.AspNetCore" Version="6.5.0" />
+    
+    <PackageReference Include="AutoMapper" Version="8.1.0" />
+    <PackageReference Include="BCrypt.Net-Next" Version="4.0.3" />
+    <PackageReference Include="Markdig" Version="0.37.0" />
+    <PackageReference Include="Newtonsoft.Json" Version="13.0.3" />
+    <PackageReference Include="SqlSugarCore" Version="5.1.4.151" />
+    <PackageReference Include="System.Data.SQLite.Core" Version="1.0.118" />
+    <PackageReference Include="RestSharp" Version="110.2.0" />
+    <PackageReference Include="NPOI" Version="2.7.0" />
+    
+    <PackageReference Include="Microsoft.SemanticKernel" Version="1.7.1" />
+    <PackageReference Include="Microsoft.SemanticKernel.Core" Version="1.7.1" />
+    <PackageReference Include="Microsoft.SemanticKernel.Plugins.Core" Version="1.7.1-alpha" />
+    <PackageReference Include="Microsoft.KernelMemory.Core" Version="0.36.240415.2" />
+    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Postgres" Version="0.36.240415.2" />
+    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Qdrant" Version="0.36.240415.2" />
+    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Redis" Version="0.36.240415.2" />
+    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.AzureAISearch" Version="0.36.240415.2" />
+
+    <PackageReference Include="LLamaSharp" Version="0.11.2" />
+    <PackageReference Include="LLamaSharp.Backend.Cpu" Version="0.11.2" />
+    <PackageReference Include="LLamaSharp.Backend.Cuda12" Version="0.11.2" />
+    <PackageReference Include="LLamaSharp.kernel-memory" Version="0.11.2" />
+    <PackageReference Include="LLamaSharp.semantic-kernel" Version="0.11.2" />
+    
+    
+  </ItemGroup>
+  <ItemGroup>
+    <ProjectReference Include="..\AntSK.LLamaFactory\AntSK.LLamaFactory.csproj" />
+    <ProjectReference Include="..\AntSk.LLM\AntSK.LLM.csproj" />
+    <ProjectReference Include="..\AntSK.OCR\AntSK.OCR.csproj" />
+    <ProjectReference Include="..\MiddleWare\AntSK.BackgroundTask\AntSK.BackgroundTask.csproj" />
+  </ItemGroup>
+
+</Project>

src/AntSK.Domain/AntSK.Domain.csproj

@@ -0,0 +1,53 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <TargetFramework>net9.0</TargetFramework>
+    <ImplicitUsings>enable</ImplicitUsings>
+    <Nullable>enable</Nullable>
+    <DocumentationFile>AntSK.Domain.xml</DocumentationFile>
+    <NoWarn>CA1050,CA1707,CA2007,VSTHRD111,CS1591,RCS1110,CA5394,SKEXP0001,SKEXP0002,SKEXP0003,SKEXP0004,SKEXP0010,SKEXP0011,,SKEXP0012,SKEXP0020,SKEXP0021,SKEXP0022,SKEXP0023,SKEXP0024,SKEXP0025,SKEXP0026,SKEXP0027,SKEXP0028,SKEXP0029,SKEXP0030,SKEXP0031,SKEXP0032,SKEXP0040,SKEXP0041,SKEXP0042,SKEXP0050,SKEXP0051,SKEXP0052,SKEXP0053,SKEXP0054,SKEXP0055,SKEXP0060,SKEXP0061,SKEXP0101,SKEXP0102,KMEXP00</NoWarn>
+  </PropertyGroup>
+  <ItemGroup>
+    <PackageReference Include="AntDesign.Charts" Version="0.6.0" />
+    <PackageReference Include="AntDesign.ProLayout" Version="1.0.1" />
+    <PackageReference Include="BlazorComponents.Terminal" Version="0.6.0" />
+    <PackageReference Include="Blazored.LocalStorage" Version="4.5.0" />
+  
+    <PackageReference Include="pythonnet" Version="3.0.5" />
+
+    <PackageReference Include="Swashbuckle.AspNetCore" Version="7.3.1" />
+    
+    <PackageReference Include="AutoMapper" Version="8.1.0" />
+    <PackageReference Include="BCrypt.Net-Next" Version="4.0.3" />
+    <PackageReference Include="Markdig" Version="0.41.1" />
+    <PackageReference Include="Newtonsoft.Json" Version="$(NewtonsoftVersion)" />
+    <PackageReference Include="SqlSugarCore" Version="5.1.4.187" />
+    <PackageReference Include="System.Data.SQLite.Core" Version="1.0.119" />
+    <PackageReference Include="RestSharp" Version="$(RestSharpVersion)" />
+    <PackageReference Include="NPOI" Version="2.7.1" />
+
+    <PackageReference Include="Microsoft.SemanticKernel" Version="$(SKVersion)" />
+    <PackageReference Include="Microsoft.SemanticKernel.Core" Version="$(SKVersion)" />
+    <PackageReference Include="Microsoft.SemanticKernel.Plugins.Core" Version="$(SKVersion)-alpha" />
+    <PackageReference Include="Microsoft.KernelMemory.Core" Version="$(KMVersion)" />
+    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Postgres" Version="$(KMVersion)" />
+    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Qdrant" Version="$(KMVersion)" />
+    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Redis" Version="$(KMVersion)" />
+    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.AzureAISearch" Version="$(KMVersion)" />
+
+    <PackageReference Include="Serilog" Version="4.1.0" />
+    <PackageReference Include="Serilog.Sinks.Console" Version="6.0.0" />
+    <PackageReference Include="Serilog.Sinks.File" Version="6.0.0" />
+    <PackageReference Include="Serilog.Extensions.Logging" Version="8.0.1-dev-10391" />
+    <PackageReference Include="Serilog.Settings.Configuration" Version="8.0.4" />
+    <PackageReference Include="Serilog.Sinks.Seq" Version="8.0.0" />
+    <PackageReference Include="Serilog.Sinks.OpenTelemetry" Version="4.1.1" />
+  </ItemGroup>
+  <ItemGroup>
+    <ProjectReference Include="..\AntSK.LLamaFactory\AntSK.LLamaFactory.csproj" />
+    <ProjectReference Include="..\AntSK.LLM\AntSK.LLM.csproj" />
+    <ProjectReference Include="..\AntSK.OCR\AntSK.OCR.csproj" />
+    <ProjectReference Include="..\MiddleWare\AntSK.BackgroundTask\AntSK.BackgroundTask.csproj" />
+  </ItemGroup>
+
+</Project>

src/AntSK.Domain/Common/AntSkFunctionAttribute.cs

@@ -0,0 +1,8 @@
+namespace AntSK.Domain.Common
+{
+    [AttributeUsage(AttributeTargets.Method)]
+    public class AntSKFunctionAttribute : Attribute
+    {
+        // 自定义的ActionAttribute
+    }
+}

src/AntSK.Domain/Common/DependencyInjection/DependencyInjection.cs

@@ -1,10 +1,5 @@
 using Microsoft.Extensions.DependencyInjection;
-using System;
-using System.Collections.Generic;
-using System.Linq;
 using System.Reflection;
-using System.Text;
-using System.Threading.Tasks;
 
 namespace AntSK.Domain.Common.DependencyInjection
 {

src/AntSK.Domain/Common/DependencyInjection/InitExtensions.cs

@@ -0,0 +1,175 @@
+using AntSK.Domain.Domain.Model.Constant;
+using AntSK.Domain.Domain.Service;
+using AntSK.Domain.Repositories;
+using DocumentFormat.OpenXml.Office2016.Drawing.ChartDrawing;
+using Microsoft.AspNetCore.Builder;
+using Microsoft.AspNetCore.Mvc;
+using Microsoft.Extensions.DependencyInjection;
+using Microsoft.Extensions.Logging;
+using Microsoft.OpenApi.Models;
+using SqlSugar;
+using Swashbuckle.AspNetCore.SwaggerGen;
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Reflection;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AntSK.Domain.Common.DependencyInjection
+{
+    public static class InitExtensions
+    {
+        private static ILogger _logger;
+
+        public static void InitLog(ILogger logger)
+        {
+            _logger = logger;
+        }
+        /// <summary>
+        /// 使用codefirst创建数据库表
+        /// </summary>
+        /// <param name="services"></param>
+        /// <returns></returns>
+        public static WebApplication CodeFirst(this WebApplication app)
+        {
+            using (var scope = app.Services.CreateScope())
+            {
+                // 获取仓储服务
+                var _repository = scope.ServiceProvider.GetRequiredService<IApps_Repositories>();
+
+                // 创建数据库（如果不存在）
+                _repository.GetDB().DbMaintenance.CreateDatabase();
+
+                // 获取当前应用程序域中所有程序集
+                var assemblies = AppDomain.CurrentDomain.GetAssemblies();
+
+                // 在所有程序集中查找具有[SugarTable]特性的类
+                foreach (var assembly in assemblies)
+                {
+                    // 获取该程序集中所有具有SugarTable特性的类型
+                    var entityTypes = assembly.GetTypes()
+                        .Where(type => TypeIsEntity(type));
+
+                    // 为每个找到的类型初始化数据库表
+                    foreach (var type in entityTypes)
+                    {
+                        _repository.GetDB().CodeFirst.InitTables(type);
+                    }
+                }
+                //安装向量插件
+                _repository.GetDB().Ado.ExecuteCommandAsync($"CREATE EXTENSION IF NOT EXISTS vector;");
+
+                _logger.LogInformation("初始化表结构完成");
+            }
+            return app;
+        }
+
+        public static WebApplication InitDbData(this WebApplication app)
+        {
+            using (var scope = app.Services.CreateScope())
+            {
+                // 初始化字典
+                var _dic_Repository = scope.ServiceProvider.GetRequiredService<IDics_Repositories>();
+                var llamafactoryStart = _dic_Repository.GetFirst(p => p.Type == LLamaFactoryConstantcs.LLamaFactorDic && p.Key == LLamaFactoryConstantcs.IsStartKey);
+                if (llamafactoryStart==null)
+                {
+                    llamafactoryStart = new Dics();
+                    llamafactoryStart.Id=Guid.NewGuid().ToString();
+                    llamafactoryStart.Type = LLamaFactoryConstantcs.LLamaFactorDic;
+                    llamafactoryStart.Key = LLamaFactoryConstantcs.IsStartKey;
+                    llamafactoryStart.Value = "false";
+                    _dic_Repository.Insert(llamafactoryStart);
+                }
+                _logger.LogInformation("初始化数据库初始数据完成");
+            }
+            return app;
+        }
+        /// <summary>
+        /// 加载数据库的插件
+        /// </summary>
+        /// <param name="services"></param>
+        /// <returns></returns>
+        public static WebApplication LoadFun(this WebApplication app)
+        {
+            try
+            {
+                using (var scope = app.Services.CreateScope())
+                {
+                    //codefirst 创建表
+                    var funRep = scope.ServiceProvider.GetRequiredService<IFuns_Repositories>();
+                    var functionService = scope.ServiceProvider.GetRequiredService<FunctionService>();
+                    var funs = funRep.GetList();
+                    foreach (var fun in funs)
+                    {
+                        functionService.FuncLoad(fun.Path);
+                    }
+                }
+            }
+            catch (Exception ex)
+            {
+                _logger.LogError(ex.Message + " ---- " + ex.StackTrace);
+            }
+            return app;
+        }
+        private static bool TypeIsEntity(Type type)
+        {
+            // 检查类型是否具有SugarTable特性
+            return type.GetCustomAttributes(typeof(SugarTable), inherit: false).Length > 0;
+        }
+
+        /// <summary>
+        /// swagger 初始化
+        /// </summary>
+        /// <param name="serviceCollection"></param>
+        /// <returns></returns>
+        public static IServiceCollection AddAntSKSwagger(this IServiceCollection serviceCollection)
+        {
+            serviceCollection.AddSwaggerGen(c =>
+            {
+                c.SwaggerDoc("v1", new() { Title = "AntSK.Api", Version = "v1" });
+                //添加Api层注释（true表示显示控制器注释）
+                var xmlFile = $"{Assembly.GetExecutingAssembly().GetName().Name}.xml";
+                var xmlPath = Path.Combine(AppContext.BaseDirectory, xmlFile);
+                c.IncludeXmlComments(xmlPath, true);
+                //添加Domain层注释（true表示显示控制器注释）
+                var xmlFile1 = $"{Assembly.GetExecutingAssembly().GetName().Name.Replace("Api", "Domain")}.xml";
+                var xmlPath1 = Path.Combine(AppContext.BaseDirectory, xmlFile1);
+                c.IncludeXmlComments(xmlPath1, true);
+                c.DocInclusionPredicate((docName, apiDes) =>
+                {
+                    if (!apiDes.TryGetMethodInfo(out MethodInfo method))
+                        return false;
+                    var version = method.DeclaringType.GetCustomAttributes(true).OfType<ApiExplorerSettingsAttribute>().Select(m => m.GroupName);
+                    if (docName == "v1" && !version.Any())
+                        return true;
+                    var actionVersion = method.GetCustomAttributes(true).OfType<ApiExplorerSettingsAttribute>().Select(m => m.GroupName);
+                    if (actionVersion.Any())
+                        return actionVersion.Any(v => v == docName);
+                    return version.Any(v => v == docName);
+                });
+                c.AddSecurityDefinition("Bearer", new OpenApiSecurityScheme()
+                {
+                    Description = "Directly enter bearer {token} in the box below (note that there is a space between bearer and token)",
+                    Name = "Authorization",
+                    In = ParameterLocation.Header,
+                    Type = SecuritySchemeType.ApiKey,
+                });
+                c.AddSecurityRequirement(new OpenApiSecurityRequirement
+                {
+                    {
+                        new OpenApiSecurityScheme
+                        {
+                            Reference = new OpenApiReference()
+                            {
+                                Id = "Bearer",
+                                Type = ReferenceType.SecurityScheme
+                            }
+                        }, Array.Empty<string>()
+                    }
+                });
+            });
+            return serviceCollection;
+        }
+    }
+}

src/AntSK.Domain/Common/DependencyInjection/ServiceDescriptionAttribute.cs

@@ -1,10 +1,4 @@
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
-
-namespace AntSK.Domain.Common.DependencyInjection
+namespace AntSK.Domain.Common.DependencyInjection
 {
     public class ServiceDescriptionAttribute : Attribute
     {

src/AntSK.Domain/Common/Embedding/BuilderBgeExtensions.cs

@@ -0,0 +1,20 @@
+using Microsoft.KernelMemory.AI;
+using Microsoft.KernelMemory;
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AntSK.Domain.Common.Embedding
+{
+    public static class BuilderBgeExtensions
+    {
+        public static IKernelMemoryBuilder WithBgeTextEmbeddingGeneration(this IKernelMemoryBuilder builder, HuggingfaceTextEmbeddingGenerator textEmbeddingGenerator)
+        {
+            builder.AddSingleton((ITextEmbeddingGenerator)textEmbeddingGenerator);
+            builder.AddIngestionEmbeddingGenerator(textEmbeddingGenerator);
+            return builder;
+        }
+    }
+}

src/AntSK.Domain/Common/Embedding/HuggingfaceTextEmbeddingGenerator.cs

@@ -0,0 +1,53 @@
+using Microsoft.KernelMemory.AI;
+using AntSK.Domain.Domain.Other.Bge;
+
+namespace AntSK.Domain.Common.Embedding
+{
+    public class HuggingfaceTextEmbeddingGenerator : ITextEmbeddingGenerator, ITextTokenizer, IDisposable
+    {
+        public int MaxTokens => 1024;
+
+        public int MaxTokenTotal => 1024;
+
+  
+        private readonly dynamic _embedder;
+
+        public HuggingfaceTextEmbeddingGenerator(string pyDllPath,string modelName)
+        {
+            _embedder = BgeEmbeddingConfig.LoadModel(pyDllPath, modelName);
+        }
+
+        public void Dispose()
+        {
+            BgeEmbeddingConfig.Dispose();
+        }
+
+        //public async Task<IList<ReadOnlyMemory<float>>> GenerateEmbeddingAsync(IList<string> data, CancellationToken cancellationToken = default)
+        //{
+        //    IList<ReadOnlyMemory<float>> results = new List<ReadOnlyMemory<float>>();
+
+        //    foreach (var d in data)
+        //    {
+        //        var embeddings = await EmbeddingConfig.GetEmbedding(d);
+        //        results.Add(new ReadOnlyMemory<float>(embeddings));
+        //    }
+        //    return results;
+        //}
+
+        public async Task<Microsoft.KernelMemory.Embedding> GenerateEmbeddingAsync(string text, CancellationToken cancellationToken = default)
+        {
+            var embeddings = await BgeEmbeddingConfig.GetEmbedding(text);
+            return new Microsoft.KernelMemory.Embedding(embeddings);
+        }
+
+        public int CountTokens(string text)
+        {
+            return BgeEmbeddingConfig.TokenCount(text);
+        }
+
+        public IReadOnlyList<string> GetTokens(string text)
+        {
+            return new List<string>();
+        }
+    }
+}

src/AntSK.Domain/Common/Excel/ExeclHelper.cs

@@ -0,0 +1,822 @@
+using NPOI.HSSF.UserModel;
+using NPOI.SS.UserModel;
+using NPOI.SS.Util;
+using NPOI.XSSF.Streaming;
+using NPOI.XSSF.UserModel;
+using System;
+using System.Collections.Generic;
+using System.Data;
+using System.IO;
+using System.Linq;
+using System.Reflection;
+using System.Threading.Tasks;
+
+namespace AntSK.Domain
+{
+    public class ExeclHelper
+    {
+        /// <summary>
+        /// 将excel导入到datatable
+        /// </summary>
+        /// <param name="filePath">excel路径</param>
+        /// <param name="isColumnName">第一行是否是列名</param>
+        /// <returns>返回datatable</returns>
+        public static DataTable ExcelToDataTable(string filePath, bool isColumnName)
+        {
+            DataTable dataTable = null;
+            FileStream fs = null;
+            DataColumn column = null;
+            DataRow dataRow = null;
+            IWorkbook workbook = null;
+            ISheet sheet = null;
+            IRow row = null;
+            ICell cell = null;
+            int startRow = 0;
+            try
+            {
+                using (fs = File.OpenRead(filePath))
+                {
+                    // 2007版本
+                    if (filePath.Contains(".xlsx"))
+                        workbook = new XSSFWorkbook(fs);
+                    // 2003版本
+                    else if (filePath.Contains(".xls"))
+                        workbook = new HSSFWorkbook(fs);
+
+                    if (workbook != null)
+                    {
+                        sheet = workbook.GetSheetAt(0);//读取第一个sheet，当然也可以循环读取每个sheet
+                        dataTable = new DataTable();
+                        if (sheet != null)
+                        {
+                            int rowCount = sheet.LastRowNum;//总行数
+                            if (rowCount > 0)
+                            {
+                                IRow firstRow = sheet.GetRow(0);//第一行
+                                int cellCount = firstRow.LastCellNum;//列数
+
+                                //构建datatable的列
+                                if (isColumnName)
+                                {
+                                    startRow = 1;//如果第一行是列名，则从第二行开始读取
+                                    for (int i = firstRow.FirstCellNum; i < cellCount; ++i)
+                                    {
+                                        cell = firstRow.GetCell(i);
+                                        if (cell != null)
+                                        {
+                                            if (cell.StringCellValue != null)
+                                            {
+                                                column = new DataColumn(cell.StringCellValue);
+                                                dataTable.Columns.Add(column);
+                                            }
+                                        }
+                                    }
+                                }
+                                else
+                                {
+                                    for (int i = firstRow.FirstCellNum; i < cellCount; ++i)
+                                    {
+                                        column = new DataColumn("column" + (i + 1));
+                                        dataTable.Columns.Add(column);
+                                    }
+                                }
+
+                                //填充行
+                                for (int i = startRow; i <= rowCount; ++i)
+                                {
+                                    row = sheet.GetRow(i);
+                                    if (row == null) continue;
+
+                                    dataRow = dataTable.NewRow();
+                                    for (int j = row.FirstCellNum; j < cellCount; ++j)
+                                    {
+                                        cell = row.GetCell(j);
+                                        if (cell == null)
+                                        {
+                                            dataRow[j] = "";
+                                        }
+                                        else
+                                        {
+                                            //CellType(Unknown = -1,Numeric = 0,String = 1,Formula = 2,Blank = 3,Boolean = 4,Error = 5,)
+                                            switch (cell.CellType)
+                                            {
+                                                case CellType.Blank:
+                                                    dataRow[j] = "";
+                                                    break;
+                                                case CellType.Numeric:
+                                                    short format = cell.CellStyle.DataFormat;
+                                                    //对时间格式（2015.12.5、2015/12/5、2015-12-5等）的处理
+                                                    if (format == 14 || format == 31 || format == 57 || format == 58)
+                                                        dataRow[j] = cell.DateCellValue;
+                                                    else
+                                                        dataRow[j] = cell.NumericCellValue;
+                                                    break;
+                                                case CellType.String:
+                                                    dataRow[j] = cell.StringCellValue;
+                                                    break;
+                                            }
+                                        }
+                                    }
+                                    dataTable.Rows.Add(dataRow);
+                                }
+                            }
+                        }
+                    }
+                }
+                return dataTable;
+            }
+            catch (Exception)
+            {
+                if (fs != null)
+                {
+                    fs.Close();
+                }
+                return null;
+            }
+        }
+
+        /// <summary>
+        /// 将excel导入到datatable
+        /// </summary>
+        /// <param name="stream">流</param>
+        /// <param name="isColumnName">第一行是否是列名</param>
+        /// <returns></returns>
+        public static DataTable ExcelToDataTable(Stream stream, bool isColumnName)
+        {
+            DataTable dataTable = null;
+            DataColumn column = null;
+            DataRow dataRow = null;
+            IWorkbook workbook = new XSSFWorkbook(stream);
+            ISheet sheet = null;
+            IRow row = null;
+            ICell cell = null;
+            int startRow = 0;
+            try
+            {
+
+                if (workbook != null)
+                {
+                    sheet = workbook.GetSheetAt(0);//读取第一个sheet，当然也可以循环读取每个sheet
+                    dataTable = new DataTable();
+                    if (sheet != null)
+                    {
+                        int rowCount = sheet.LastRowNum;//总行数
+                        if (rowCount > 0)
+                        {
+                            IRow firstRow = sheet.GetRow(0);//第一行
+                            int cellCount = firstRow.LastCellNum;//列数
+
+                            //构建datatable的列
+                            if (isColumnName)
+                            {
+                                startRow = 1;//如果第一行是列名，则从第二行开始读取
+                                for (int i = firstRow.FirstCellNum; i < cellCount; ++i)
+                                {
+                                    cell = firstRow.GetCell(i);
+                                    if (cell != null)
+                                    {
+                                        if (cell.StringCellValue != null)
+                                        {
+                                            column = new DataColumn(cell.StringCellValue);
+                                            dataTable.Columns.Add(column);
+                                        }
+                                    }
+                                }
+                            }
+                            else
+                            {
+                                for (int i = firstRow.FirstCellNum; i < cellCount; ++i)
+                                {
+                                    column = new DataColumn("column" + (i + 1));
+                                    dataTable.Columns.Add(column);
+                                }
+                            }
+
+                            //填充行
+                            for (int i = startRow; i <= rowCount; ++i)
+                            {
+                                row = sheet.GetRow(i);
+                                if (row == null) continue;
+
+                                dataRow = dataTable.NewRow();
+                                for (int j = row.FirstCellNum; j < cellCount; ++j)
+                                {
+                                    cell = row.GetCell(j);
+                                    if (cell == null)
+                                    {
+                                        dataRow[j] = "";
+                                    }
+                                    else
+                                    {
+                                        //CellType(Unknown = -1,Numeric = 0,String = 1,Formula = 2,Blank = 3,Boolean = 4,Error = 5,)
+                                        switch (cell.CellType)
+                                        {
+                                            case CellType.Blank:
+                                                dataRow[j] = "";
+                                                break;
+                                            case CellType.Numeric:
+                                                short format = cell.CellStyle.DataFormat;
+                                                //对时间格式（2015.12.5、2015/12/5、2015-12-5等）的处理
+                                                if (format == 14 || format == 31 || format == 57 || format == 58)
+                                                    dataRow[j] = cell.DateCellValue;
+                                                else
+                                                    dataRow[j] = cell.NumericCellValue;
+                                                break;
+                                            case CellType.String:
+                                                dataRow[j] = cell.StringCellValue;
+                                                break;
+                                        }
+                                    }
+                                }
+                                dataTable.Rows.Add(dataRow);
+                            }
+                        }
+                    }
+                }
+
+                return dataTable;
+            }
+            catch (Exception)
+            {
+                throw;
+            }
+        }
+
+        /// <summary>
+        /// excel转list
+        /// </summary>
+        /// <typeparam name="TResult"></typeparam>
+        /// <param name="stream"></param>
+        /// <returns></returns>
+        public static IEnumerable<TResult> ExcelToList<TResult>(Stream stream) where TResult : new()
+        {
+            var propertyInfos = typeof(TResult).GetProperties(BindingFlags.Public | BindingFlags.Instance).Where(p => p.CustomAttributes.Count() > 0)
+                .OrderBy(p => p.GetCustomAttribute<ExeclPropertyAttribute>().Order).ToArray();
+
+            List<TResult> list = new List<TResult>();
+
+            IWorkbook workbook = new XSSFWorkbook(stream);
+            ISheet sheet = null;
+            IRow row = null;
+            ICell cell = null;
+            int startRow = 1;
+            try
+            {
+
+                if (workbook != null)
+                {
+                    sheet = workbook.GetSheetAt(0);//读取第一个sheet，当然也可以循环读取每个sheet
+                    if (sheet != null)
+                    {
+                        int rowCount = sheet.LastRowNum;//总行数
+                        if (rowCount > 0)
+                        {
+                            IRow firstRow = sheet.GetRow(0);//第一行
+                            int cellCount = firstRow.LastCellNum;//列数
+
+                            //填充行
+                            for (int i = startRow; i <= rowCount; ++i)
+                            {
+                                row = sheet.GetRow(i);
+                                if (row == null) continue;
+                                bool emptyRow = true;//是否空行
+                                TResult dataModel = new TResult();
+
+                                for (int j = row.FirstCellNum; j < cellCount; ++j)
+                                {
+                                    var execlPropertyAttribute = propertyInfos[j].GetCustomAttribute<ExeclPropertyAttribute>();
+
+                                    cell = row.GetCell(j);
+                                    if (cell == null)
+                                    {
+                                        propertyInfos[j].SetValue(dataModel, "");
+                                    }
+                                    else
+                                    {
+                                        switch (cell.CellType)
+                                        {
+                                            case CellType.Blank:
+                                                propertyInfos[j].SetValue(dataModel, "");
+                                                break;
+                                            case CellType.Numeric:
+                                                short format = cell.CellStyle.DataFormat;
+                                                //对时间格式（2015.12.5、2015/12/5、2015-12-5等）的处理
+                                                if (format == 14 || format == 31 || format == 57 || format == 58)
+                                                    propertyInfos[j].SetValue(dataModel, cell.DateCellValue);
+                                                else
+                                                {
+                                                    if (execlPropertyAttribute.CellType == CellType.String)
+                                                    {
+                                                        propertyInfos[j].SetValue(dataModel, cell.NumericCellValue.ToString());
+                                                    }
+                                                    else
+
+                                                    {
+                                                        propertyInfos[j].SetValue(dataModel, cell.NumericCellValue);
+                                                    }
+                                                }
+                                                break;
+                                            case CellType.String:
+                                                propertyInfos[j].SetValue(dataModel, cell.StringCellValue);
+                                                break;
+                                        }
+                                    }
+
+                                    if (cell != null && !string.IsNullOrEmpty(cell.ToString().Trim()))
+                                    {
+                                        emptyRow = false;
+                                    }
+                                }
+                                //非空数据行数据添加到DataTable
+                                if (!emptyRow)
+                                {
+                                    list.Add(dataModel);
+                                }
+                            }
+                        }
+                    }
+                }
+
+                return list;
+            }
+            catch (Exception)
+            {
+                throw;
+            }
+        }
+
+
+        public static IEnumerable<TResult> ExcelToListFileName<TResult>(Stream stream, string fileName) where TResult : new()
+        {
+            var propertyInfos = typeof(TResult).GetProperties(BindingFlags.Public | BindingFlags.Instance).Where(p => p.CustomAttributes.Count() > 0)
+                .OrderBy(p => p.GetCustomAttribute<ExeclPropertyAttribute>().Order).ToArray();
+
+            List<TResult> list = new List<TResult>();
+
+            IWorkbook workbook = null;
+            if (fileName.Contains(".xlsx"))
+                workbook = new XSSFWorkbook(stream);
+            // 2003版本
+            else if (fileName.Contains(".xls"))
+                workbook = new HSSFWorkbook(stream);
+            ISheet sheet = null;
+            IRow row = null;
+            ICell cell = null;
+            int startRow = 1;
+            try
+            {
+
+                if (workbook != null)
+                {
+                    sheet = workbook.GetSheetAt(0);//读取第一个sheet，当然也可以循环读取每个sheet
+                    if (sheet != null)
+                    {
+                        int rowCount = sheet.LastRowNum;//总行数
+                        if (rowCount > 0)
+                        {
+                            IRow firstRow = sheet.GetRow(0);//第一行
+                            int cellCount = firstRow.LastCellNum;//列数
+
+                            //填充行
+                            for (int i = startRow; i <= rowCount; ++i)
+                            {
+                                row = sheet.GetRow(i);
+                                if (row == null) continue;
+                                bool emptyRow = true;//是否空行
+                                TResult dataModel = new TResult();
+
+                                for (int j = row.FirstCellNum; j < cellCount; ++j)
+                                {
+                                    var execlPropertyAttribute = propertyInfos[j].GetCustomAttribute<ExeclPropertyAttribute>();
+
+                                    cell = row.GetCell(j);
+                                    if (cell == null)
+                                    {
+                                        propertyInfos[j].SetValue(dataModel, "");
+                                    }
+                                    else
+                                    {
+                                        switch (cell.CellType)
+                                        {
+                                            case CellType.Blank:
+                                                propertyInfos[j].SetValue(dataModel, "");
+                                                break;
+                                            case CellType.Numeric:
+                                                short format = cell.CellStyle.DataFormat;
+                                                //对时间格式（2015.12.5、2015/12/5、2015-12-5等）的处理
+                                                if (format == 14 || format == 31 || format == 57 || format == 58)
+                                                    propertyInfos[j].SetValue(dataModel, cell.DateCellValue);
+                                                else
+                                                {
+                                                    if (execlPropertyAttribute.CellType == CellType.String)
+                                                    {
+                                                        propertyInfos[j].SetValue(dataModel, cell.NumericCellValue.ToString());
+                                                    }
+                                                    else
+
+                                                    {
+                                                        propertyInfos[j].SetValue(dataModel, cell.NumericCellValue);
+                                                    }
+                                                }
+                                                break;
+                                            case CellType.String:
+                                                propertyInfos[j].SetValue(dataModel, cell.StringCellValue);
+                                                break;
+                                        }
+                                    }
+
+                                    if (cell != null && !string.IsNullOrEmpty(cell.ToString().Trim()))
+                                    {
+                                        emptyRow = false;
+                                    }
+                                }
+                                //非空数据行数据添加到DataTable
+                                if (!emptyRow)
+                                {
+                                    list.Add(dataModel);
+                                }
+                            }
+                        }
+                    }
+                }
+
+                return list;
+            }
+            catch (Exception)
+            {
+                throw;
+            }
+        }
+        /// <summary>
+        /// excel转list-根据sheetName得到List
+        /// </summary>
+        /// <typeparam name="TResult"></typeparam>
+        /// <param name="stream"></param>
+        /// <param name="sheetName"></param>
+        /// <returns></returns>
+        public static IEnumerable<TResult> ExcelToList<TResult>(Stream stream, string sheetName) where TResult : new()
+        {
+            var propertyInfos = typeof(TResult).GetProperties(BindingFlags.Public | BindingFlags.Instance)
+                .OrderBy(p => p.GetCustomAttribute<ExeclPropertyAttribute>().Order).ToArray();
+
+            List<TResult> list = new List<TResult>();
+
+            IWorkbook workbook = new XSSFWorkbook(stream);
+            ISheet sheet = null;
+            IRow row = null;
+            ICell cell = null;
+            int startRow = 1;
+            try
+            {
+
+                if (workbook != null)
+                {
+                    sheet = workbook.GetSheet(sheetName);//根据sheet读取对应的DataTable
+                    if (sheet != null)
+                    {
+                        int rowCount = sheet.LastRowNum;//总行数
+                        if (rowCount > 0)
+                        {
+                            IRow firstRow = sheet.GetRow(0);//第一行
+                            int cellCount = firstRow.LastCellNum;//列数
+
+                            //填充行
+                            for (int i = startRow; i <= rowCount; ++i)
+                            {
+                                row = sheet.GetRow(i);
+                                if (row == null) continue;
+                                bool emptyRow = true;//是否空行
+
+                                TResult dataModel = new TResult();
+
+                                for (int j = row.FirstCellNum; j < cellCount; ++j)
+                                {
+                                    var execlPropertyAttribute = propertyInfos[j].GetCustomAttribute<ExeclPropertyAttribute>();
+
+                                    cell = row.GetCell(j);
+                                    if (cell == null)
+                                    {
+                                        propertyInfos[j].SetValue(dataModel, "");
+                                    }
+                                    else
+                                    {
+                                        switch (cell.CellType)
+                                        {
+                                            case CellType.Blank:
+                                                propertyInfos[j].SetValue(dataModel, "");
+                                                break;
+                                            case CellType.Numeric:
+                                                short format = cell.CellStyle.DataFormat;
+                                                //对时间格式（2015.12.5、2015/12/5、2015-12-5等）的处理
+                                                if (format == 14 || format == 31 || format == 57 || format == 58)
+                                                    propertyInfos[j].SetValue(dataModel, cell.DateCellValue);
+                                                else
+                                                {
+                                                    if (execlPropertyAttribute.CellType == CellType.String)
+                                                    {
+                                                        propertyInfos[j].SetValue(dataModel, cell.NumericCellValue.ToString());
+                                                    }
+                                                    else
+
+                                                    {
+                                                        propertyInfos[j].SetValue(dataModel, cell.NumericCellValue);
+                                                    }
+
+                                                }
+                                                break;
+                                            case CellType.String:
+                                                propertyInfos[j].SetValue(dataModel, cell.StringCellValue);
+                                                break;
+                                        }
+                                    }
+                                    if (cell != null && !string.IsNullOrEmpty(cell.ToString().Trim()))
+                                    {
+                                        emptyRow = false;
+                                    }
+                                }
+                                //非空数据行数据添加到DataTable
+                                if (!emptyRow)
+                                {
+                                    list.Add(dataModel);
+                                }
+                            }
+                        }
+                    }
+                }
+
+                return list;
+            }
+            catch (Exception ex)
+            {
+                throw;
+            }
+        }
+
+        /// <summary>
+        /// List导出excel 二进制流
+        /// </summary>
+        /// <typeparam name="T">实体</typeparam>
+        /// <param name="data">List</param>
+        /// <param name="sheetName">sheetname 可不填，默认Sheet0</param>
+        /// <returns></returns>
+        public static byte[] ListToExcel<T>(T[] data, string sheetName = "Sheet0")
+        {
+            IWorkbook workbook = null;
+            IRow row = null;
+            ISheet sheet = null;
+            ICell cell = null;
+            var propertyInfos = typeof(T).GetProperties(BindingFlags.Public | BindingFlags.Instance)
+                   .OrderBy(p => p.GetCustomAttribute<ExeclPropertyAttribute>().Order).ToArray();
+            workbook = new XSSFWorkbook();
+            sheet = workbook.CreateSheet(sheetName);//创建一个名称为Sheet0的表
+            int rowCount = data.Count();//行数
+            int columnCount = propertyInfos.Length;//列数
+            //设置列头
+            row = sheet.CreateRow(0);//excel第一行设为列头
+            for (int c = 0; c < columnCount; c++)
+            {
+                cell = row.CreateCell(c);
+                cell.SetCellValue(propertyInfos[c].GetCustomAttribute<ExeclPropertyAttribute>().DisplayName);
+            }
+            //设置每行每列的单元格,
+            for (int i = 0; i < rowCount; i++)
+            {
+                row = sheet.CreateRow(i + 1);
+                for (int j = 0; j < columnCount; j++)
+                {
+                    cell = row.CreateCell(j);//excel第二行开始写入数据
+                    cell.SetCellValue(propertyInfos[j].GetValue(data[i])?.ToString());
+                }
+            }
+            using (MemoryStream memoryStream = new MemoryStream())
+            {
+                workbook.Write(memoryStream);//向打开的这个xls文件中写入数据
+                return memoryStream.ToArray();
+            }
+        }
+
+        /// <summary>
+        ///  Dt导出excel 二进制流
+        /// </summary>
+        /// <param name="dt">datatable</param>
+        /// <param name="strFile">strFile</param>
+        /// <returns></returns>
+        public static byte[] DataTableToExcel(DataTable dt, string strFile, string sheetName = "Sheet0")
+        {
+            bool result = false;
+            IWorkbook workbook = null;
+            FileStream fs = null;
+            IRow row = null;
+            ISheet sheet = null;
+            ICell cell = null;
+
+            if (dt != null && dt.Rows.Count > 0)
+            {
+                workbook = new XSSFWorkbook();
+                sheet = workbook.CreateSheet(sheetName);//创建一个名称为Sheet0的表
+                int rowCount = dt.Rows.Count;//行数
+                int columnCount = dt.Columns.Count;//列数
+
+                //设置列头
+                row = sheet.CreateRow(0);//excel第一行设为列头
+                for (int c = 0; c < columnCount; c++)
+                {
+                    cell = row.CreateCell(c);
+                    cell.SetCellValue(dt.Columns[c].ColumnName);
+                }
+
+                //设置每行每列的单元格,
+                for (int i = 0; i < rowCount; i++)
+                {
+                    row = sheet.CreateRow(i + 1);
+                    for (int j = 0; j < columnCount; j++)
+                    {
+                        cell = row.CreateCell(j);//excel第二行开始写入数据
+                        cell.SetCellValue(dt.Rows[i][j].ToString());
+                    }
+                }
+                using (MemoryStream memoryStream = new MemoryStream())
+                {
+                    workbook.Write(memoryStream);//向打开的这个xls文件中写入数据
+                    return memoryStream.ToArray();
+                }
+            }
+            else
+            {
+                return new byte[0];
+            }
+        }
+
+        /// <summary>
+        /// List写入excel
+        /// </summary>
+        /// <typeparam name="T"></typeparam>
+        /// <param name="data"></param>
+        /// <param name="strFile">路径</param>
+        /// <param name="sheetName"></param>
+        /// <returns></returns>
+        public static bool ListWriteExcel<T>(T[] data, string strFile, string sheetName = "Sheet0")
+        {
+            bool result = false;
+            IWorkbook workbook = null;
+            FileStream fs = null;
+            IRow row = null;
+            ISheet sheet = null;
+            ICell cell = null;
+            try
+            {
+                var propertyInfos = typeof(T).GetProperties(BindingFlags.Public | BindingFlags.Instance)
+                       .OrderBy(p => p.GetCustomAttribute<ExeclPropertyAttribute>().Order).ToArray();
+                workbook = new XSSFWorkbook();
+                sheet = workbook.CreateSheet(sheetName);//创建一个名称为Sheet0的表
+                int rowCount = data.Count();//行数
+                int columnCount = propertyInfos.Length;//列数
+                                                       //设置列头
+                row = sheet.CreateRow(0);//excel第一行设为列头
+                for (int c = 0; c < columnCount; c++)
+                {
+                    cell = row.CreateCell(c);
+                    cell.SetCellValue(propertyInfos[c].GetCustomAttribute<ExeclPropertyAttribute>().DisplayName);
+                }
+                //设置每行每列的单元格,
+                for (int i = 0; i < rowCount; i++)
+                {
+                    row = sheet.CreateRow(i + 1);
+                    for (int j = 0; j < columnCount; j++)
+                    {
+                        cell = row.CreateCell(j);//excel第二行开始写入数据
+                        cell.SetCellValue(propertyInfos[j].GetValue(data[i])?.ToString());
+                    }
+                }
+                using (fs = File.OpenWrite(strFile))
+                {
+                    workbook.Write(fs);//向打开的这个xls文件中写入数据
+                    result = true;
+                }
+                return result;
+            }
+            catch (Exception ex)
+            {
+                if (fs != null)
+                {
+                    fs.Close();
+                }
+                return false;
+            }
+        }
+
+        /// <summary>
+        /// dt写入excel
+        /// </summary>
+        /// <param name="dt">datatable</param>
+        /// <param name="strFile">路径</param>
+        /// <returns></returns>
+        public static bool DataTableWriteExcel(DataTable dt, string strFile, string sheetName = "Sheet0")
+        {
+            bool result = false;
+            IWorkbook workbook = null;
+            FileStream fs = null;
+            IRow row = null;
+            ISheet sheet = null;
+            ICell cell = null;
+            try
+            {
+                if (dt != null && dt.Rows.Count > 0)
+                {
+                    workbook = new XSSFWorkbook();
+                    sheet = workbook.CreateSheet(sheetName);//创建一个名称为Sheet0的表
+                    int rowCount = dt.Rows.Count;//行数
+                    int columnCount = dt.Columns.Count;//列数
+
+                    //设置列头
+                    row = sheet.CreateRow(0);//excel第一行设为列头
+                    for (int c = 0; c < columnCount; c++)
+                    {
+                        cell = row.CreateCell(c);
+                        cell.SetCellValue(dt.Columns[c].ColumnName);
+                    }
+
+                    //设置每行每列的单元格,
+                    for (int i = 0; i < rowCount; i++)
+                    {
+                        row = sheet.CreateRow(i + 1);
+                        for (int j = 0; j < columnCount; j++)
+                        {
+                            cell = row.CreateCell(j);//excel第二行开始写入数据
+                            cell.SetCellValue(dt.Rows[i][j].ToString());
+                        }
+                    }
+                    using (fs = File.OpenWrite(strFile))
+                    {
+                        workbook.Write(fs);//向打开的这个xls文件中写入数据
+                        result = true;
+                    }
+                }
+                return result;
+            }
+            catch (Exception ex)
+            {
+                if (fs != null)
+                {
+                    fs.Close();
+                }
+                return false;
+            }
+        }
+
+        /// <summary>
+        /// 设置单元格下拉框(除去标题行)
+        /// </summary>
+        /// <param name="workbook"></param>
+        /// <param name="sheet"></param>
+        /// <param name="ddlList"></param>
+        /// <param name="firstcol"></param>
+        /// <param name="lastcol"></param>
+        public static void SetCellDropdownList(IWorkbook workbook, ISheet sheet, List<string> ddlList, string sheetname, int sheetIndex, int firstcol, int lastcol)
+        {
+
+            # region 低版本Excel【HSSFWorkbook】设置下拉框
+            //ISheet sheet2 = workbook.CreateSheet(sheetname);
+
+            ////隐藏
+            //workbook.SetSheetHidden(sheetIndex, 1);
+            //int rowIndex = 0;
+            //foreach (var item in ddlList)
+            //{
+            //    IRow vrow = sheet2.CreateRow(rowIndex);
+            //    vrow.CreateCell(0).SetCellValue(item);
+
+            //    rowIndex++;
+            //}
+
+            ////创建的下拉项的区域：
+            //var rangeName = sheetname + "Range";
+            //IName range = workbook.CreateName();
+            //range.RefersToFormula = sheetname + "!$A$1:$A$" + rowIndex;
+            //range.NameName = rangeName;
+            //CellRangeAddressList regions = new CellRangeAddressList(1, 65535, firstcol, lastcol);
+
+            //DVConstraint constraint = DVConstraint.CreateFormulaListConstraint(rangeName);
+            //HSSFDataValidation dataValidate = new HSSFDataValidation(regions, constraint);
+            //dataValidate.CreateErrorBox("输入不合法", "请输入或选择下拉列表中的值。");
+            //dataValidate.ShowPromptBox = true;
+            //sheet.AddValidationData(dataValidate);
+            #endregion
+
+            //高版本excel【XSSFWorkbook】 设置下拉框
+            XSSFSheet sheetDDL = (XSSFSheet)workbook.CreateSheet(sheetname);
+            workbook.SetSheetHidden(sheetIndex, 1); //隐藏下拉框数据sheet
+            String[] datas = ddlList.ToArray(); //下拉框数据源
+            XSSFDataValidationHelper dvHelper = new XSSFDataValidationHelper(sheetDDL);
+            XSSFDataValidationConstraint dvConstraint = (XSSFDataValidationConstraint)dvHelper.CreateExplicitListConstraint(datas);
+            CellRangeAddressList addressList = new CellRangeAddressList(1, 65535, firstcol, lastcol); //下拉设置列
+            XSSFDataValidation validation = (XSSFDataValidation)dvHelper.CreateValidation(dvConstraint, addressList);
+
+            validation.SuppressDropDownArrow = true;
+            validation.ShowErrorBox = true;
+            validation.ShowPromptBox = true;
+            sheet.AddValidationData(validation);
+
+        }
+    }
+}

src/AntSK.Domain/Common/Excel/ExeclPropertyAttribute.cs

@@ -0,0 +1,28 @@
+using NPOI.SS.UserModel;
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Threading.Tasks;
+
+namespace AntSK.Domain
+{
+    public class ExeclPropertyAttribute : Attribute
+    {
+        public ExeclPropertyAttribute()
+        {
+
+        }
+        public ExeclPropertyAttribute(string displayName, int order, CellType cellType = CellType.String)
+        {
+            DisplayName = displayName;
+            Order = order;
+            CellType = cellType;
+        }
+
+        public string DisplayName { get; set; }
+
+        public int Order { get; set; }
+
+        public CellType CellType { get; set; }
+    }
+}

src/AntSK.Domain/Common/LLamaFactory/ProcessWrapper.cs

@@ -0,0 +1,73 @@
+
+using Microsoft.Extensions.Logging;
+using System;
+using System.Collections.Generic;
+using System.Diagnostics;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AntSK.Domain.Common.LLamaFactory
+{
+    public class ProcessWrapper(ILogger<ProcessWrapper> _logger)
+    {
+        private Process process;
+
+        public static bool isProcessComplete = false;
+
+
+        public void StartProcess(string arguments, string workingDirectory)
+        {
+            process =  new Process
+            {
+                StartInfo = new ProcessStartInfo
+                {
+                    FileName = "python",
+                    Arguments = arguments,
+                    UseShellExecute = false,
+                    RedirectStandardOutput = true,
+                    RedirectStandardError = true,
+                    CreateNoWindow = true,
+                    WorkingDirectory = workingDirectory
+                }
+            };
+            using (Process start = Process.Start(process.StartInfo))
+            {
+                using (StreamReader reader = start.StandardOutput)
+                {
+                    string result = reader.ReadToEnd();
+                    if (result != null)
+                    {
+                        if (result.Contains(":8000"))
+                        {
+                            isProcessComplete = true;
+                        }
+                    }
+                    _logger.LogInformation(result);
+                }
+                start.WaitForExit();
+            }
+        }
+
+        public string WaitForProcessExit()
+        {
+            process.WaitForExit();
+            return process.StandardOutput.ReadToEnd();
+        }
+
+        public void KillProcess()
+        {
+            try
+            {
+                if (!process.HasExited)
+                {
+                    process.Kill();
+                }
+            }
+            catch (InvalidOperationException)
+            {
+                // Process already exited.
+            }
+        }
+    }
+}

src/AntSK.Domain/Common/Map/AutoMapProfile.cs

@@ -0,0 +1,12 @@
+using AutoMapper;
+
+namespace AntSK.Domain.Common.Map
+{
+    public class AutoMapProfile : Profile
+    {
+        public AutoMapProfile()
+        {
+            //CreateMap<PMP_BizCase_Main_Max, BizcaseQueryDTO>();
+        }
+    }
+}

src/AntSK.Domain/Common/Map/MapperExtend.cs

@@ -0,0 +1,32 @@
+namespace AntSK.Domain.Common.Map
+{
+    public static class MapperExtend
+    {
+        /// <summary>
+        /// Entity集合转DTO集合
+        /// </summary>
+        /// <typeparam name="T"></typeparam>
+        /// <param name="value"></param>
+        /// <returns></returns>
+        public static List<T> ToDTOList<T>(this object value)
+        {
+            if (value == null)
+                return new List<T>();
+
+            return AutoMapper.Mapper.Map<List<T>>(value);
+        }
+        /// <summary>
+        /// Entity转DTO
+        /// </summary>
+        /// <typeparam name="T"></typeparam>
+        /// <param name="value"></param>
+        /// <returns></returns>
+        public static T ToDTO<T>(this object value)
+        {
+            if (value == null)
+                return default(T);
+
+            return AutoMapper.Mapper.Map<T>(value);
+        }
+    }
+}