update 更新docker compose

Fix DI and OpenAI function calling

.gitignore

@@ -330,13 +330,15 @@ ASALocalRun/
 *.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/*
+/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

@@ -1,23 +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="MarkdownSharp" Version="2.0.5" />
-    <PackageReference Include="Newtonsoft.Json" Version="13.0.3" />
-    <PackageReference Include="SqlSugarCore" Version="5.1.4.137" />
-    <PackageReference Include="System.Data.SQLite.Core" Version="1.0.118" />
-
-    <PackageReference Include="Microsoft.SemanticKernel" Version="1.3.0" />
-    <PackageReference Include="Microsoft.SemanticKernel.Core" Version="1.3.0" />
-    <PackageReference Include="Microsoft.SemanticKernel.Plugins.Core" Version="1.3.0-alpha" />
-    <PackageReference Include="Microsoft.KernelMemory.Core" Version="0.26.240121.1" />
-    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Postgres" Version="0.26.240121.1" />
-  </ItemGroup>
-
-</Project>

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

@@ -1,45 +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 list = memoryDb.GetListAsync(memoryIndex.Name, null, 100, true);
-
-                    await foreach (var item in list)
-                    {
-                        if (item.Id.Contains(fileid))
-                        {
-      
-                            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

@@ -1,18 +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 Questions { get; set; } = "";
-        public string Answers { get; set; } = "";
-        public string HtmlAnswers { get; set; } = "";
-        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/LoginOption.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 LoginOption
-    {
-        public static string User { get; set; }
-
-        public static string Password { 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/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/Utils/OpenAIHttpClientHandler.cs

@@ -1,55 +0,0 @@
-using AntSK.Domain.Options;
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Text.RegularExpressions;
-using System.Threading.Tasks;
-
-namespace AntSK.Domain.Utils
-{
-    public class OpenAIHttpClientHandler : HttpClientHandler
-    {
-        protected override async Task<HttpResponseMessage> SendAsync(HttpRequestMessage request, CancellationToken cancellationToken)
-        {
-            UriBuilder uriBuilder;
-            Regex regex = new Regex(@"(https?)://([^/]+)/(.*)");
-            Match match = regex.Match(OpenAIOption.EndPoint);
-            string xieyi = match.Groups[1].Value;
-            string host = match.Groups[2].Value;
-            string route = match.Groups[3].Value;
-            if (match.Success)
-            {
-                switch (request.RequestUri.LocalPath)
-                {
-                    case "/v1/chat/completions":
-                        //替换代理
-                        uriBuilder = new UriBuilder(request.RequestUri)
-                        {
-                            // 这里是你要修改的 URL
-                            Scheme = $"{xieyi}://{host}/",
-                            Host = host,
-                            Path = route + "v1/chat/completions",
-                        };
-                        request.RequestUri = uriBuilder.Uri;
-
-                        break;
-                    case "/v1/embeddings":
-                        uriBuilder = new UriBuilder(request.RequestUri)
-                        {
-                            // 这里是你要修改的 URL
-                            Scheme = $"{xieyi}://{host}/",
-                            Host = host,
-                            Path = route + "v1/embeddings",
-                        };
-                        request.RequestUri = uriBuilder.Uri;
-                        break;
-                }
-            }
-            // 接着，调用基类的 SendAsync 方法将你的修改后的请求发出去
-            HttpResponseMessage response = await base.SendAsync(request, cancellationToken);
-
-            return response;
-        }
-    }
-}

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

@@ -1,119 +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="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="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/Components/GlobalHeader/RightContent.razor

@@ -1,11 +0,0 @@
-@namespace AntSK.Components
-@inherits AntDomComponentBase
-
-<Space Class="@ClassMapper.Class" Size="@("24")">
-    <SpaceItem>
-        <AvatarDropdown Name="@_currentUser.Name"
-                        Avatar="@_currentUser.Avatar"
-                        MenuItems="@AvatarMenuItems"
-                        OnItemSelected="HandleSelectUser" />
-    </SpaceItem>
-</Space>

AntSK/Layouts/BasicLayout.razor

@@ -1,50 +0,0 @@
-@namespace AntSK
-@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; }
-
-    protected override async Task OnInitializedAsync()
-    {
-        await base.OnInitializedAsync();
-        _menuData = await HttpClient.GetFromJsonAsync<MenuDataItem[]>("data/menu.json");
-    }
-
-
-    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/Models/OpenAPI/OpenAIModel.cs

@@ -1,21 +0,0 @@
-using Microsoft.AspNetCore.Identity;
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
-
-namespace AntSK.Models
-{
-    public class OpenAIModel
-    {
-        public List<OpenAIMessage> messages { get; set; }
-    }
-
-    public class OpenAIMessage
-    {
-        public string role { get; set; } 
-
-        public string content { get; set; }
-    }
-}

AntSK/Models/OpenAPI/OpenAIResult.cs

@@ -1,23 +0,0 @@
-using System.Text.Json.Serialization;
-
-namespace AntSK.Models.OpenAPI
-{
-    public class OpenAIResult
-    {
-        public string id { get; set; } = Guid.NewGuid().ToString();
-        [JsonPropertyName("object")]
-        public string obj { get; set; } = "chat.completion";
-        public List<ChoicesModel> choices { get; set; }
-        public long created { get; set; }
-    }
-
-    public class ChoicesModel
-    {
-        public string finish_reason { get; set; } = "stop";
-        public int index { get; set; } = 0;
-
-        public OpenAIMessage message { get; set; }
-    }
-
-
-}

AntSK/Pages/AppPage/AddApp.razor

@@ -1,82 +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="_formItemLayout.LabelCol" WrapperCol="_formItemLayout.WrapperCol">
-                    <Input Placeholder="请输入知识库名称" @bind-Value="@context.Name" />
-                </FormItem>
-                <FormItem Label="图标" LabelCol="_formItemLayout.LabelCol" WrapperCol="_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="_formItemLayout.LabelCol" WrapperCol="_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="_formItemLayout.LabelCol" WrapperCol="_formItemLayout.WrapperCol">
-                    <Input Placeholder="请输入描述" @bind-Value="@context.Describe" />
-                </FormItem>
-                @if (@context.Type == "chat")
-                {
-                    <FormItem Label="提示词" LabelCol="_formItemLayout.LabelCol" WrapperCol="_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="_formItemLayout.LabelCol" WrapperCol="_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="_submitFormLayout.WrapperCol">
-                    <Button Type="primary" HtmlType="submit">
-                        保存
-                    </Button>
-                    <Button  OnClick="Back">
-                        返回
-                    </Button>
-                </FormItem>
-                @if (!string.IsNullOrEmpty(_errorMsg))
-                {
-                    <Alert Type="@AlertType.Error"
-                           Message="错误"
-                           Description="@_errorMsg"
-                           ShowIcon="true" />
-                }
-            </Form>
-        </Card>
-    </ChildContent>
-</PageContainer>
-
-
-<style>
-    .avatar-uploader > .ant-upload {
-        width: 128px;
-        height: 128px;
-    }
-</style>

AntSK/Pages/AppPage/AddApp.razor.cs

@@ -1,107 +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; }
-
-        private Apps _appModel = new Apps() ;
-
-        IEnumerable <string>  kmsIds;
-
-        private List<Kmss> _kmsList = new List<Kmss>();
-
-
-        private string _errorMsg { get; set; }
-
-        private readonly FormItemLayout _formItemLayout = new FormItemLayout
-        {
-            LabelCol = new ColLayoutParam
-            {
-                Xs = new EmbeddedProperty { Span = 24 },
-                Sm = new EmbeddedProperty { Span = 7 },
-            },
-
-            WrapperCol = new ColLayoutParam
-            {
-                Xs = new EmbeddedProperty { Span = 24 },
-                Sm = new EmbeddedProperty { Span = 12 },
-                Md = new EmbeddedProperty { Span = 10 },
-            }
-        };
-        private readonly FormItemLayout _submitFormLayout = new FormItemLayout
-        {
-            WrapperCol = new ColLayoutParam
-            {
-                Xs = new EmbeddedProperty { Span = 24, Offset = 0 },
-                Sm = new EmbeddedProperty { Span = 10, Offset = 7 },
-            }
-        };
-        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))
-                {
-                    _errorMsg = "名称已存在！";
-                    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

@@ -1,86 +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:800px;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)">
-                            <Virtualize Items="@(MessageList.OrderByDescending(o => o.CreateTime).ToList())" Context="item">
-                                <GridCol Span="24">
-                                    <Card Size="small">
-                                        <TitleTemplate>
-                                            <Text Strong><Icon Type="bulb" /> @(item.Questions)</Text>
-                                        </TitleTemplate>
-                                        <Extra>
-                                            <Space>
-                                                <SpaceItem>
-                                                    <a style="color: gray;" @onclick="@(() => OnCopyAsync(item))"><Icon Type="copy" /></a>
-                                                </SpaceItem>
-                                                <SpaceItem>
-                                                    <a style="color: gray;" @onclick="@(() => OnClearAsync(item.ID))"><Icon Type="rest" /></a>
-                                                </SpaceItem>
-                                            </Space>
-                                        </Extra>
-                                        <Body>
-                                            @((MarkupString)(item.HtmlAnswers))
-                                        </Body>
-                                    </Card>
-                                </GridCol>
-                            </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: 800px;overflow: auto;">
-            <TitleTemplate>
-                <Icon Type="search" /> 调试结果
-            </TitleTemplate>
-            <Extra>
-
-            </Extra>
-            <Body>
-                <AntList Bordered DataSource="@RelevantSources">
-                     <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>
-
-
-    @code {
-
-}

AntSK/Pages/ChatPage/Chat.razor.cs

@@ -1,244 +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;
-            }
-
-            Sendding = true;
-            await SendAsync(_messageInput);
-            _messageInput = "";
-            Sendding = false;
-
-        }
-        protected async Task OnCopyAsync(MessageInfo item)
-        {
-            await Task.Run(() =>
-            {
-                _messageInput = item.Questions;
-            });
-        }
-
-        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(),
-                        Questions = questions,
-                        Answers = 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 = "{{$input}}";
-            }
-            var promptTemplateFactory = new KernelPromptTemplateFactory();
-            var promptTemplate = promptTemplateFactory.Create(new PromptTemplateConfig(app.Prompt));
-            var renderedPrompt = await promptTemplate.RenderAsync(_kernel);
-
-            var func = _kernel.CreateFunctionFromPrompt(app.Prompt, new OpenAIPromptExecutionSettings());
-            var chatResult = _kernel.InvokeStreamingAsync<StreamingChatMessageContent>(function: func, arguments: new KernelArguments() { ["input"] = msg });
-            MessageInfo info = null;
-            var markdown = new Markdown();
-            await foreach (var content in chatResult)
-            {
-                if (info == null)
-                {
-                    info = new MessageInfo();
-                    info.ID = Guid.NewGuid().ToString();
-                    info.Questions = questions;
-                    info.Answers = content.Content!;
-                    info.HtmlAnswers = content.Content!;
-                    info.CreateTime = DateTime.Now;
-
-                    MessageList.Add(info);
-                }
-                else
-                {
-                    info.HtmlAnswers += content.Content;
-                    await Task.Delay(50); 
-                }
-                await InvokeAsync(StateHasChanged);
-            }
-            //全部处理完后再处理一次Markdown
-            info!.HtmlAnswers = markdown.Transform(info.HtmlAnswers);
-            await InvokeAsync(StateHasChanged);
-        }
-
-        /// <summary>
-        /// 历史会话的会话总结
-        /// </summary>
-        /// <param name="questions"></param>
-        /// <returns></returns>
-        private async Task<string> HistorySummarize(string questions)
-        {
-            StringBuilder history = new StringBuilder();
-            foreach (var item in MessageList)
-            {
-                history.Append($"user:{item.Questions}{Environment.NewLine}");
-                history.Append($"assistant:{item.Answers}{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;
-        }
-    }
-
-    public class RelevantSource
-    {
-        public string SourceName { get; set; }
-
-        public string Text { get; set; }
-        public float Relevance { get; set; }
-    }
-}

AntSK/Pages/ChatPage/OpenChat.razor

@@ -1,45 +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.OrderByDescending(o => o.CreateTime).ToList())" Context="item">
-            <GridCol Span="24">
-                <Card>
-                    <TitleTemplate>
-                        <Text Strong><Icon Type="bulb" />@(item.Questions)</Text>
-                    </TitleTemplate>
-                    <Extra>
-                        <Space>
-                            <SpaceItem>
-                                <a style="color: gray;" @onclick="@(() => OnCopyAsync(item))"><Icon Type="copy" /></a>
-                            </SpaceItem>
-                            <SpaceItem>
-                                <a style="color: gray;" @onclick="@(() => OnClearAsync(item.ID))"><Icon Type="rest" /></a>
-                            </SpaceItem>
-                        </Space>
-                    </Extra>
-                    <Body>
-                        @((MarkupString)(item.HtmlAnswers))
-                    </Body>
-                </Card>
-            </GridCol>
-        </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>
-
-@code {
-
-}

AntSK/Pages/ChatPage/OpenChat.razor.cs

@@ -1,213 +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 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;
-            }
-
-            Sendding = true;
-            await SendAsync(_messageInput);
-            _messageInput = "";
-            Sendding = false;
-
-        }
-        protected async Task OnCopyAsync(MessageInfo item)
-        {
-            await Task.Run(() =>
-            {
-                _messageInput = item.Questions;
-            });
-        }
-
-        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(),
-                        Questions = questions,
-                        Answers = 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 = "{{$input}}";
-            }
-            var promptTemplateFactory = new KernelPromptTemplateFactory();
-            var promptTemplate = promptTemplateFactory.Create(new PromptTemplateConfig(app.Prompt));
-            var renderedPrompt = await promptTemplate.RenderAsync(_kernel);
-
-            var func = _kernel.CreateFunctionFromPrompt(app.Prompt, new OpenAIPromptExecutionSettings());
-            var chatResult = _kernel.InvokeStreamingAsync<StreamingChatMessageContent>(function: func, arguments: new KernelArguments() { ["input"] = msg });
-            MessageInfo info = null;
-            var markdown = new Markdown();
-            await foreach (var content in chatResult)
-            {
-                if (info == null)
-                {
-                    info = new MessageInfo();
-                    info.ID = Guid.NewGuid().ToString();
-                    info.Questions = questions;
-                    info.Answers = content.Content!;
-                    info.HtmlAnswers = content.Content!;
-                    info.CreateTime = DateTime.Now;
-
-                    MessageList.Add(info);
-                }
-                else
-                {
-                    info.HtmlAnswers += content.Content;
-                    await Task.Delay(50); 
-                }
-                await InvokeAsync(StateHasChanged);
-            }
-            //全部处理完后再处理一次Markdown
-            info!.HtmlAnswers = markdown.Transform(info.HtmlAnswers);
-            await InvokeAsync(StateHasChanged);
-        }
-
-        /// <summary>
-        /// 历史会话的会话总结
-        /// </summary>
-        /// <param name="questions"></param>
-        /// <returns></returns>
-        private async Task<string> HistorySummarize(string questions)
-        {
-            StringBuilder history = new StringBuilder();
-            foreach (var item in MessageList)
-            {
-                history.Append($"user:{item.Questions}{Environment.NewLine}");
-                history.Append($"assistant:{item.Answers}{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/Pages/Exception/404/404.razor

@@ -1,10 +0,0 @@
-@namespace AntSK.Pages.Exception
-@page "/exception/404"
-
-<Result Status="404"
-        Title="404"
-        SubTitle="Sorry, the page you visited does not exist.">
-    <Extra>
-        <Button Type="primary">Back Home</Button>
-    </Extra>
-</Result>

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

@@ -1,50 +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="_formItemLayout.LabelCol" WrapperCol="_formItemLayout.WrapperCol">
-                    <Input Placeholder="请输入知识库名称" @bind-Value="@context.Name" />
-                </FormItem>
-                <FormItem Label="图标" LabelCol="_formItemLayout.LabelCol" WrapperCol="_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="_formItemLayout.LabelCol" WrapperCol="_formItemLayout.WrapperCol">
-                    <Input Placeholder="请输入描述" @bind-Value="@context.Describe" />
-                </FormItem>
-                <FormItem Label=" " Style="margin-top:32px" WrapperCol="_submitFormLayout.WrapperCol">
-                    <Button Type="primary" HtmlType="submit">
-                        保存
-                    </Button>
-                </FormItem>
-                @if ( !string.IsNullOrEmpty(_errorMsg))
-                {
-                    <Alert Type="@AlertType.Error"
-                       Message="错误"
-                       Description="@_errorMsg"
-                       ShowIcon="true"
-                        />
-                }
-            </Form>
-        </Card>
-    </ChildContent>
-</PageContainer>
-
-
-<style>
-    .avatar-uploader > .ant-upload {
-        width: 128px;
-        height: 128px;
-    }
-</style>

AntSK/Pages/KmsPage/AddKms.razor.cs

@@ -1,60 +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; }
-
-        private string _errorMsg { get; set; }
-
-        private readonly Kmss _kmsModel = new Kmss() ;
-
-        private readonly FormItemLayout _formItemLayout = new FormItemLayout
-        {
-            LabelCol = new ColLayoutParam
-            {
-                Xs = new EmbeddedProperty { Span = 24 },
-                Sm = new EmbeddedProperty { Span = 7 },
-            },
-
-            WrapperCol = new ColLayoutParam
-            {
-                Xs = new EmbeddedProperty { Span = 24 },
-                Sm = new EmbeddedProperty { Span = 12 },
-                Md = new EmbeddedProperty { Span = 10 },
-            }
-        };
-        private readonly FormItemLayout _submitFormLayout = new FormItemLayout
-        {
-            WrapperCol = new ColLayoutParam
-            {
-                Xs = new EmbeddedProperty { Span = 24, Offset = 0 },
-                Sm = new EmbeddedProperty { Span = 10, Offset = 7 },
-            }
-        };
-
-        private void HandleSubmit()
-        {
-            _kmsModel.Id = Guid.NewGuid().ToString();
-            if (_kmss_Repositories.IsAny(p => p.Name == _kmsModel.Name))
-            {
-                _errorMsg = "名称已存在！";
-                return;
-            }
-
-            _kmss_Repositories.Insert(_kmsModel);
-
-            NavigationManager.NavigateTo("/kmslist");
-
-        }
-    }    
-}

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/Services/Auth/AntSKAuthProvider .cs

@@ -1,33 +0,0 @@
-using AntSK.Domain.Options;
-using Microsoft.AspNetCore.Components.Authorization;
-using System.Security.Claims;
-
-namespace AntSK.Services.Auth
-{
-    public class AntSKAuthProvider : AuthenticationStateProvider
-    {
-        private ClaimsIdentity identity = new ClaimsIdentity();
-
-        public async Task<bool> SignIn(string username, string password)
-        {
-            if (username == LoginOption.User && password == LoginOption.Password)
-            {
-                // 用户认证成功，创建用户的ClaimsIdentity
-                var claims = new[] { new Claim(ClaimTypes.Name, username) };
-                identity = new ClaimsIdentity(claims, "AntSK");
-                NotifyAuthenticationStateChanged(GetAuthenticationStateAsync());
-                return true;
-            }
-            else
-            {
-                // 用户认证失败
-                return false;
-            }
-        }
-        public override Task<AuthenticationState> GetAuthenticationStateAsync()
-        {
-            var user = new ClaimsPrincipal(identity);
-            return Task.FromResult(new AuthenticationState(user));
-        }
-    }
-}

AntSK/Services/OpenApi/OpenApiService.cs

@@ -1,145 +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;
-
-namespace AntSK.Services.OpenApi
-{
-    public interface IOpenApiService
-    {
-        Task<OpenAIResult> Chat(OpenAIModel model, string sk);
-    }
-
-    [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<OpenAIResult> Chat(OpenAIModel model,string sk)
-        {
-            OpenAIResult result = new OpenAIResult();
-            result.created= DateTimeOffset.UtcNow.ToUnixTimeSeconds();
-            result.choices=new List<ChoicesModel>() { new ChoicesModel() { message=new OpenAIMessage() { role= "assistant" } } };
-            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
-                        result.choices[0].message.content= await SendChat( msg, app);
-                        break;
-                    case "kms":
-                        //知识库问答
-                        result.choices[0].message.content = await SendKms( msg, app);
-                        break;
-                }
-            }
-            return result;
-        }
-
-        /// <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/wwwroot/data/menu.json

@@ -1,26 +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" 
-  }
-]

Dockerfile

@@ -1,13 +1,25 @@
-FROM mcr.microsoft.com/dotnet/aspnet:8.0  AS base
+# Build stage
+FROM mcr.microsoft.com/dotnet/sdk:8.0 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:8.0 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"]
+ENTRYPOINT ["dotnet", "AntSK.dll"]

README.en.md

@@ -35,6 +35,8 @@
 
 - **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.
 
+- **Model management**: Adapt and manage different models from different vendors.
+
 
 
 ## Application scenarios
@@ -121,43 +123,77 @@ The model supports openai by default. If you need to use azure openai and need t
 
 The following configuration files need to be configured
 
+## Using Docker Compose
+Provided pg version appsettings. json and simplified version (Sqlite+disk) Docker Compose. simple. yml
+Download Docker Compose.yml from the project root directory, and then place the configuration file appsettings.json and it in a unified directory,
+The image of PG has been prepared here. You can modify the default account password in Docker Compose.yml, and your appsettings. json database connection needs to be consistent.
+Then you can enter the directory and execute it
+```
+docker compose up - d
+```
+To start AntSK
+
+Some meanings of configuration files
+
 ```
 
-"ConnectionStrings":{
-
-"Postgres": "Host=; Port=; Database=antsk; Username=; Password="
-
-},
-
-"OpenAIOption":{
-
-"EndPoint": "",
-
-"Key": "",
-
-"Model": "",
-
-"Embedding Model": """""
-
-},
-
-Postgres:{
-
-"ConnectionString": "Host=; Port=; Database=antsk; Username=; Password=",
-
-"TableNamePrefix": "km -"
-
-},
-"Login": {
-  "User": "admin",
-  "Password": "xuzeyu"
+{
+  "DBConnection": {
+    "DbType": "Sqlite", 
+    "ConnectionStrings": "Data Source=AntSK.db;"
+  },
+  "OpenAIOption": {
+    "EndPoint": "http://localhost:5000/llama/",
+    "Key": "NotNull",
+    "Model": "gpt4-turbo",
+    "EmbeddingModel": "text-embedding-ada-002"
+  },
+  "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"
+  },
+  "Login": {
+    "User": "admin",
+    "Password": "xuzeyu"
+  },
+  "BackgroundTaskBroker": {
+    "ImportKMSTask": {
+      "WorkerCount": 1 
+    }
+  }
 }
 
 ```
 
-I use CodeFirst mode. As long as the database link is configured, the table structure is automatically created
-
+```
+//Supports multiple databases, including SqlSugar, MySql, SqlServer, Sqlite, Oracle, PostgreSQL, Dm, Kdbndp, Oscar, MySqlConnector, Access, OpenGaussian, QuestDB, HG, ClickHouse, GBase, Odbc, OceanBaseForOracle, TDengine, GaussDB, OceanBase, Tidb, Vastbase, PolarDB, Custom
+DBConnection DbType
+//Connection string, corresponding strings need to be used according to different DB types
+DBConnection ConnectionStrings
+//You can use an online API that conforms to the OpenAI format (domestic models use one API adapter), or you can use AntSK's built-in llama API, with the IP and port being the AntSK startup address
+OpenAIOption EndPoint
+//Model key, if using a local model, it can default to Notnull. Chinese cannot be used here
+OpenAIOption Key
+//The type of vector storage supports Postgres Disk Memory, where Postgres requires the configuration of ConnectionString
+KernelMemory VectorDb
+//The running mode used by the local model is GUP CPU. If using an online API, you can freely use one
+LLamaSharp RunType
+//The model path of the local session model should pay attention to distinguishing between Linux and Windows drive letters
+LLamaSharp Chat
+//The model path of the local vector model should pay attention to distinguishing between Linux and Windows drive letters
+LLamaSharp Embedding
+//Default administrator account password
+Login
+//The number of threads for importing asynchronous processing can be higher when using online APIs. Local models suggest 1, otherwise memory overflow and crash may occur
+BackgroundTaskBroker ImportKMSTask WorkerCount
 
+```
 
 
 To learn more or start using**AntSK**, you can follow my public account and join the exchange group.

README.md

@@ -10,14 +10,20 @@
 
 - **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。
 
-- **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。
-
 - **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
+
 ## 应用场景
 
 AntSK 适用于多种业务场景，例如：
@@ -60,29 +66,123 @@ AntSK 适用于多种业务场景，例如：
 ## 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
+
+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
 ```
-  "ConnectionStrings": {
-    "Postgres": "Host=;Port=;Database=antsk;Username=;Password="
+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/xuzeyu91/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
+```
+
+## 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-"
   },
+  "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 
+    }
   }
+}
 ```
-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
+
+//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
+```
+
+## 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
+
+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
+
 
 
 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。
@@ -94,3 +194,4 @@ Login是默认的登陆账号和密码
 ---
 
 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！
+

docker-compose.simple.yml

@@ -0,0 +1,17 @@
+# 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:v0.2.1
+    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
+networks:
+  antsk:

docker-compose.yml

@@ -0,0 +1,34 @@
+# 非 host 版本, 不使用本机代理
+version: '3.8'
+services:
+  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:v0.2.1
+    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
+networks:
+  antsk:

src/AntSK.Domain/AntSK.Domain.csproj

@@ -0,0 +1,41 @@
+<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="0.18.0" />
+    
+    <PackageReference Include="AutoMapper" Version="8.1.0" />
+    <PackageReference Include="BCrypt.Net-Next" Version="4.0.3" />
+    <PackageReference Include="Markdig" Version="0.36.2" />
+    <PackageReference Include="Newtonsoft.Json" Version="13.0.3" />
+    <PackageReference Include="SqlSugarCore" Version="5.1.4.145" />
+    <PackageReference Include="System.Data.SQLite.Core" Version="1.0.118" />
+    <PackageReference Include="RestSharp" Version="110.2.0" />
+    
+    <PackageReference Include="Microsoft.SemanticKernel" Version="1.6.2" />
+    <PackageReference Include="Microsoft.SemanticKernel.Core" Version="1.6.2" />
+    <PackageReference Include="Microsoft.SemanticKernel.Plugins.Core" Version="1.6.2-alpha" />
+    <PackageReference Include="Microsoft.KernelMemory.Core" Version="0.34.240313.1" />
+    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Postgres" Version="0.34.240313.1" />
+
+    <PackageReference Include="LLamaSharp" Version="0.10.0" />
+    <PackageReference Include="LLamaSharp.Backend.Cpu" Version="0.10.0" />
+    <PackageReference Include="LLamaSharp.Backend.Cuda12" Version="0.10.0" />
+    <PackageReference Include="LLamaSharp.kernel-memory" Version="0.10.0" />
+    <PackageReference Include="LLamaSharp.semantic-kernel" Version="0.10.0" />
+    
+    
+  </ItemGroup>
+  <ItemGroup>
+    <ProjectReference Include="..\AntSk.LLM\AntSK.LLM.csproj" />
+    <ProjectReference Include="..\MiddleWare\AntSK.BackgroundTask\AntSK.BackgroundTask.csproj" />
+  </ItemGroup>
+
+</Project>

src/AntSK.Domain/AntSK.Domain.xml

@@ -32,7 +32,7 @@
             瞬时
             </summary>
         </member>
-        <member name="M:AntSK.Domain.Map.MapperExtend.ToDTOList``1(System.Object)">
+        <member name="M:AntSK.Domain.Common.Map.MapperExtend.ToDTOList``1(System.Object)">
             <summary>
             Entity集合转DTO集合
             </summary>
@@ -40,7 +40,7 @@
             <param name="value"></param>
             <returns></returns>
         </member>
-        <member name="M:AntSK.Domain.Map.MapperExtend.ToDTO``1(System.Object)">
+        <member name="M:AntSK.Domain.Common.Map.MapperExtend.ToDTO``1(System.Object)">
             <summary>
             Entity转DTO
             </summary>
@@ -48,40 +48,150 @@
             <param name="value"></param>
             <returns></returns>
         </member>
-        <member name="M:AntSK.Domain.Map.MapperExtend.MapTo``1(System.Object,``0)">
+        <member name="T:AntSK.Domain.Domain.Model.Enum.AIType">
             <summary>
-            给已有对象map,适合update场景，如需过滤空值需要在AutoMapProfile 设置
+            AI类型
             </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">
+        <member name="T:AntSK.Domain.Domain.Model.Enum.AIModelType">
+            <summary>
+            模型类型
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Domain.Model.MessageInfo.IsSend">
+            <summary>
+            发送是true  接收是false
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Domain.Model.PageList`1.PageIndex">
             <summary>
             当前页，从1开始
             </summary>
         </member>
-        <member name="P:AntSK.Domain.Model.PageList`1.PageSize">
+        <member name="P:AntSK.Domain.Domain.Model.PageList`1.PageSize">
             <summary>
             每页数量
             </summary>
         </member>
-        <member name="P:AntSK.Domain.Model.PageList`1.TotalCount">
+        <member name="P:AntSK.Domain.Domain.Model.PageList`1.TotalCount">
             <summary>
             总数
             </summary>
         </member>
-        <member name="P:AntSK.Domain.Options.ConnectionOption.Sqlite">
+        <member name="F:AntSK.Domain.Domain.Other.LLamaConfig.dicLLamaWeights">
+            <summary>
+            避免模型重复加载，本地缓存
+            </summary>
+        </member>
+        <member name="M:AntSK.Domain.Domain.Service.ChatService.SendChatByAppAsync(AntSK.Domain.Repositories.Apps,System.String,System.String)">
+            <summary>
+            发送消息
+            </summary>
+            <param name="app"></param>
+            <param name="questions"></param>
+            <param name="history"></param>
+            <returns></returns>
+        </member>
+        <member name="M:AntSK.Domain.Domain.Service.FunctionService.SearchMarkedMethods">
+            <summary>
+            查询程序集中的方法委托，后续利用Source Generators生成
+            </summary>
+        </member>
+        <member name="M:AntSK.Domain.Domain.Service.KernelService.GetKernelByApp(AntSK.Domain.Repositories.Apps)">
+            <summary>
+            获取kernel实例，依赖注入不好按每个用户去Import不同的插件，所以每次new一个新的kernel
+            </summary>
+            <param name="modelId"></param>
+            <param name="apiKey"></param>
+            <returns></returns>
+        </member>
+        <member name="M:AntSK.Domain.Domain.Service.KernelService.ImportFunctionsByApp(AntSK.Domain.Repositories.Apps,Microsoft.SemanticKernel.Kernel)">
+            <summary>
+            根据app配置的插件，导入插件
+            </summary>
+            <param name="app"></param>
+            <param name="_kernel"></param>
+        </member>
+        <member name="M:AntSK.Domain.Domain.Service.KernelService.RegisterPluginsWithKernel(Microsoft.SemanticKernel.Kernel)">
+            <summary>
+            注册默认插件
+            </summary>
+            <param name="kernel"></param>
+        </member>
+        <member name="M:AntSK.Domain.Domain.Service.KernelService.HistorySummarize(Microsoft.SemanticKernel.Kernel,System.String,System.String)">
+            <summary>
+            会话总结
+            </summary>
+            <param name="_kernel"></param>
+            <param name="questions"></param>
+            <param name="history"></param>
+            <returns></returns>
+        </member>
+        <member name="P:AntSK.Domain.Options.DBConnectionOption.DbType">
             <summary>
             sqlite连接字符串
             </summary>
         </member>
-        <member name="P:AntSK.Domain.Options.ConnectionOption.Postgres">
+        <member name="P:AntSK.Domain.Options.DBConnectionOption.ConnectionStrings">
             <summary>
             pg链接字符串
             </summary>
         </member>
+        <member name="P:AntSK.Domain.Options.KernelMemoryOption.VectorDb">
+            <summary>
+            向量库
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Options.KernelMemoryOption.ConnectionString">
+            <summary>
+            连接字符串
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Options.KernelMemoryOption.TableNamePrefix">
+            <summary>
+            表前缀
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Apis.Name">
+            <summary>
+            接口名称
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Apis.Describe">
+            <summary>
+            接口描述
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Apis.Url">
+            <summary>
+            接口地址
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Apis.Method">
+            <summary>
+            请求方法
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Apis.Query">
+            <summary>
+            QueryString参数
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Apis.JsonBody">
+            <summary>
+            jsonBody 实体
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Apis.InputPrompt">
+            <summary>
+            入参提示词
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Apis.OutputPrompt">
+            <summary>
+            返回提示词
+            </summary>
+        </member>
         <member name="P:AntSK.Domain.Repositories.Apps.Name">
             <summary>
             名称
@@ -92,11 +202,41 @@
             描述
             </summary>
         </member>
+        <member name="P:AntSK.Domain.Repositories.Apps.Icon">
+            <summary>
+            图标
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Apps.Type">
+            <summary>
+            类型
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Apps.ChatModelID">
+            <summary>
+            会话模型ID
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Apps.Temperature">
+            <summary>
+            温度
+            </summary>
+        </member>
         <member name="P:AntSK.Domain.Repositories.Apps.Prompt">
             <summary>
             提示词
             </summary>
         </member>
+        <member name="P:AntSK.Domain.Repositories.Apps.ApiFunctionList">
+            <summary>
+            插件列表
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Apps.NativeFunctionList">
+            <summary>
+            本地函数列表
+            </summary>
+        </member>
         <member name="P:AntSK.Domain.Repositories.Apps.KmsIdList">
             <summary>
             知识库ID列表
@@ -107,6 +247,11 @@
             API调用秘钥
             </summary>
         </member>
+        <member name="P:AntSK.Domain.Repositories.Funs.Path">
+            <summary>
+            接口描述
+            </summary>
+        </member>
         <member name="P:AntSK.Domain.Repositories.KmsDetails.FileName">
             <summary>
             文件名称
@@ -132,6 +277,11 @@
             创建时间
             </summary>
         </member>
+        <member name="P:AntSK.Domain.Repositories.KmsDetails.Status">
+            <summary>
+            状态
+            </summary>
+        </member>
         <member name="P:AntSK.Domain.Repositories.Kmss.Icon">
             <summary>
             图标
@@ -147,6 +297,31 @@
             会话模型
             </summary>
         </member>
+        <member name="P:AntSK.Domain.Repositories.Kmss.ChatModelID">
+            <summary>
+            会话模型ID
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Kmss.EmbeddingModelID">
+            <summary>
+            向量模型ID
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Kmss.MaxTokensPerParagraph">
+            <summary>
+            每个段落的最大标记数。
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Kmss.MaxTokensPerLine">
+            <summary>
+            每行，也就是每句话的最大标记数
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Kmss.OverlappingTokens">
+            <summary>
+            段落之间重叠标记的数量。
+            </summary>
+        </member>
         <member name="M:AntSK.Domain.Repositories.Base.Repository`1.GetList">
             <summary>
             获取所有list
@@ -399,11 +574,66 @@
             <param name="whereExpression"></param>
             <returns></returns>
         </member>
-        <member name="F:AntSK.Domain.Repositories.Base.SqlSugarHelper.Sqlite">
+        <member name="M:AntSK.Domain.Repositories.Base.SqlSugarHelper.SqlScope">
             <summary>
             sqlserver连接
             </summary>
         </member>
+        <member name="P:AntSK.Domain.Repositories.AIModels.AIType">
+            <summary>
+            AI类型
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.AIModels.AIModelType">
+            <summary>
+            模型类型
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.AIModels.EndPoint">
+            <summary>
+            模型地址
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.AIModels.ModelName">
+            <summary>
+            模型名称
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.AIModels.ModelKey">
+            <summary>
+            模型秘钥
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.AIModels.ModelDescription">
+            <summary>
+            部署名，azure需要使用
+            </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
@@ -494,5 +724,136 @@
             <param name="stream"></param>
             <returns></returns>
         </member>
+        <member name="M:AntSK.Domain.Utils.RepoFiles.SamplePluginsPath">
+            <summary>
+            Scan the local folders from the repo, looking for "samples/plugins" folder.
+            </summary>
+            <returns>The full path to samples/plugins</returns>
+        </member>
+        <member name="T:AntSK.Domain.Utils.XmlCommentHelper">
+            <summary>
+            注释辅助类
+            </summary>
+        </member>
+        <member name="M:AntSK.Domain.Utils.XmlCommentHelper.LoadAll">
+            <summary>
+            从当前dll文件中加载所有的xml文件
+            </summary>
+        </member>
+        <member name="M:AntSK.Domain.Utils.XmlCommentHelper.LoadXml(System.String[])">
+            <summary>
+            从xml中加载
+            </summary>
+            <param name="xmls"></param>
+        </member>
+        <member name="M:AntSK.Domain.Utils.XmlCommentHelper.Load(System.String[])">
+            <summary>
+            从文件中加载
+            </summary>
+            <param name="xmlFiles"></param>
+        </member>
+        <member name="M:AntSK.Domain.Utils.XmlCommentHelper.Load(System.IO.Stream[])">
+            <summary>
+            从流中加载
+            </summary>
+            <param name="streams"></param>
+        </member>
+        <member name="M:AntSK.Domain.Utils.XmlCommentHelper.GetTypeComment(System.Type,System.String,System.Boolean)">
+            <summary>
+            读取类型中的注释
+            </summary>
+            <param name="type">类型</param>
+            <param name="xPath">注释路径</param>
+            <param name="humanize">可读性优化(比如：去掉xml标记)</param>
+            <returns></returns>
+        </member>
+        <member name="M:AntSK.Domain.Utils.XmlCommentHelper.GetFieldOrPropertyComment(System.Reflection.MemberInfo,System.String,System.Boolean)">
+            <summary>
+            读取字段或者属性的注释
+            </summary>
+            <param name="fieldOrPropertyInfo">字段或者属性</param>
+            <param name="xPath">注释路径</param>
+            <param name="humanize">可读性优化(比如：去掉xml标记)</param>
+            <returns></returns>
+        </member>
+        <member name="M:AntSK.Domain.Utils.XmlCommentHelper.GetMethodComment(System.Reflection.MethodInfo,System.String,System.Boolean)">
+            <summary>
+            读取方法中的注释
+            </summary>
+            <param name="methodInfo">方法</param>
+            <param name="xPath">注释路径</param>
+            <param name="humanize">可读性优化(比如：去掉xml标记)</param>
+            <returns></returns>
+        </member>
+        <member name="M:AntSK.Domain.Utils.XmlCommentHelper.GetMethodReturnComment(System.Reflection.MethodInfo,System.Boolean)">
+            <summary>
+            读取方法中的返回值注释
+            </summary>
+            <param name="methodInfo">方法</param>
+            <param name="humanize">可读性优化(比如：去掉xml标记)</param>
+            <returns></returns>
+        </member>
+        <member name="M:AntSK.Domain.Utils.XmlCommentHelper.GetParameterComment(System.Reflection.ParameterInfo,System.Boolean)">
+            <summary>
+            读取参数的注释
+            </summary>
+            <param name="parameterInfo">参数</param>
+            <param name="humanize">可读性优化(比如：去掉xml标记)</param>
+            <returns></returns>
+        </member>
+        <member name="M:AntSK.Domain.Utils.XmlCommentHelper.GetParameterComments(System.Reflection.MethodInfo,System.Boolean)">
+            <summary>
+            读取方法的所有参数的注释
+            </summary>
+            <param name="methodInfo">方法</param>
+            <param name="humanize">可读性优化(比如：去掉xml标记)</param>
+            <returns></returns>
+        </member>
+        <member name="M:AntSK.Domain.Utils.XmlCommentHelper.GetComment(System.String,System.String,System.Boolean)">
+            <summary>
+            读取指定名称节点的注释
+            </summary>
+            <param name="name">节点名称</param>
+            <param name="xPath">注释路径</param>
+            <param name="humanize">可读性优化(比如：去掉xml标记)</param>
+            <returns></returns>
+        </member>
+        <member name="M:AntSK.Domain.Utils.XmlCommentHelper.GetSummary(System.String,System.Boolean)">
+            <summary>
+            读取指定节点的summary注释
+            </summary>
+            <param name="name">节点名称</param>
+            <param name="humanize">可读性优化(比如：去掉xml标记)</param>
+            <returns></returns>
+        </member>
+        <member name="M:AntSK.Domain.Utils.XmlCommentHelper.GetExample(System.String,System.Boolean)">
+            <summary>
+            读取指定节点的example注释
+            </summary>
+            <param name="name">节点名称</param>
+            <param name="humanize">可读性优化(比如：去掉xml标记)</param>
+            <returns></returns>
+        </member>
+        <member name="M:AntSK.Domain.Utils.XmlCommentHelper.GetMemberNameForMethod(System.Reflection.MethodInfo)">
+            <summary>
+            获取方法的节点名称
+            </summary>
+            <param name="method"></param>
+            <returns></returns>
+        </member>
+        <member name="M:AntSK.Domain.Utils.XmlCommentHelper.GetMemberNameForType(System.Type)">
+            <summary>
+            获取类型的节点名称
+            </summary>
+            <param name="type"></param>
+            <returns></returns>
+        </member>
+        <member name="M:AntSK.Domain.Utils.XmlCommentHelper.GetMemberNameForFieldOrProperty(System.Reflection.MemberInfo)">
+            <summary>
+            获取字段或者属性的节点名称
+            </summary>
+            <param name="fieldOrPropertyInfo"></param>
+            <returns></returns>
+        </member>
     </members>
 </doc>

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/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/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);
+        }
+    }
+}

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

@@ -1,12 +1,7 @@
 using AutoMapper;
 using Microsoft.Extensions.DependencyInjection;
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
 
-namespace AntSK.Domain.Map
+namespace AntSK.Domain.Common.Map
 {
     public static class MapperRegister
     {
@@ -16,7 +11,6 @@ namespace AntSK.Domain.Map
             {
                 cfg.CreateMissingTypeMaps = true;
                 cfg.ValidateInlineMaps = false;
-                cfg.ShouldMapMethod = m => false;
                 cfg.AddProfile<AutoMapProfile>();
             });
 
@@ -27,7 +21,6 @@ namespace AntSK.Domain.Map
             {
                 cfg.CreateMissingTypeMaps = true;
                 cfg.ValidateInlineMaps = false;
-                cfg.ShouldMapMethod = m => false;
                 cfg.AddProfile<AutoMapProfile>();
             });
         }

src/AntSK.Domain/Domain/Interface/IChatService.cs

@@ -0,0 +1,18 @@
+using AntSK.Domain.Domain.Model.Dto;
+using AntSK.Domain.Repositories;
+using Microsoft.SemanticKernel;
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AntSK.Domain.Domain.Interface
+{
+    public interface IChatService
+    {
+        IAsyncEnumerable<StreamingKernelContent> SendChatByAppAsync(Apps app, string questions, string history);
+
+        IAsyncEnumerable<StreamingKernelContent> SendKmsByAppAsync(Apps app, string questions, string history, List<RelevantSource> relevantSources = null);
+    }
+}

src/AntSK.Domain/Domain/Interface/IHttpService.cs

@@ -0,0 +1,9 @@
+using RestSharp;
+
+namespace AntSK.Domain.Domain.Interface
+{
+    public interface IHttpService
+    {
+        Task<RestResponse> PostAsync(string url, Object jsonBody);
+    }
+}

src/AntSK.Domain/Domain/Interface/IImportKMSService.cs

@@ -0,0 +1,9 @@
+using AntSK.Domain.Domain.Model;
+
+namespace AntSK.Domain.Domain.Interface
+{
+    public interface IImportKMSService
+    {
+        void ImportKMSTask(ImportKMSTaskReq req);
+    }
+}

src/AntSK.Domain/Domain/Interface/IKMService.cs

@@ -0,0 +1,11 @@
+using AntSK.Domain.Domain.Model.Dto;
+using Microsoft.KernelMemory;
+
+namespace AntSK.Domain.Domain.Interface
+{
+    public interface IKMService
+    {
+        MemoryServerless GetMemoryByKMS(string kmsID, SearchClientConfig searchClientConfig = null);
+        Task<List<KMFile>> GetDocumentByFileID(string kmsid, string fileid);
+    }
+}

src/AntSK.Domain/Domain/Interface/IKernelService.cs

@@ -0,0 +1,12 @@
+using AntSK.Domain.Repositories;
+using Microsoft.SemanticKernel;
+
+namespace AntSK.Domain.Domain.Interface
+{
+    public interface IKernelService
+    {
+        Kernel GetKernelByApp(Apps app);
+        void ImportFunctionsByApp(Apps app, Kernel _kernel);
+        Task<string> HistorySummarize(Kernel _kernel, string questions, string history);
+    }
+}

src/AntSK.Domain/Domain/Model/Dto/KMFile.cs

@@ -1,10 +1,4 @@
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
-
-namespace AntSK.Domain.Domain.Dto
+namespace AntSK.Domain.Domain.Model.Dto
 {
     public class KMFile
     {

src/AntSK.Domain/Domain/Model/Dto/OpenAPI/OpenAIModel.cs

@@ -0,0 +1,21 @@
+namespace AntSK.Domain.Domain.Model.Dto.OpenAPI
+{
+    public class OpenAIModel
+    {
+        public bool stream { get; set; } = false;
+        public List<OpenAIMessage> messages { get; set; }
+    }
+
+    public class OpenAIMessage
+    {
+        public string role { get; set; }
+
+        public string content { get; set; }
+    }
+
+    public class OpenAIEmbeddingModel
+    {
+        public List<string> input { get; set; }
+    }
+
+}

src/AntSK.Domain/Domain/Model/Dto/OpenAPI/OpenAIResult.cs

@@ -0,0 +1,66 @@
+using Newtonsoft.Json;
+
+namespace AntSK.Domain.Domain.Model.Dto.OpenAPI
+{
+    public class OpenAIResult
+    {
+        public string id { get; set; } = Guid.NewGuid().ToString();
+        [JsonProperty("object")]
+        public string obj { get; set; } = "chat.completion";
+        public List<ChoicesModel> choices { get; set; }
+        public long created { get; set; }
+    }
+
+
+    public class ChoicesModel
+    {
+        public string finish_reason { get; set; } = "stop";
+        public int index { get; set; } = 0;
+
+        public OpenAIMessage message { get; set; }
+    }
+
+    public class OpenAIEmbeddingResult
+    {
+        [JsonProperty("object")]
+        public string obj { get; set; } = "list";
+        public string model { get; set; } = "ada";
+
+        public UsageModel usage { get; set; } = new UsageModel();
+
+        public List<DataModel> data { get; set; } = new List<DataModel>() { new DataModel() };
+    }
+
+    public class UsageModel
+    {
+        public long prompt_tokens { get; set; } = 0;
+
+        public long total_tokens { get; set; } = 0;
+    }
+
+    public class DataModel
+    {
+        [JsonProperty("object")]
+        public string obj { get; set; } = "embedding";
+        public int index { get; set; } = 0;
+
+        public List<float> embedding { get; set; }
+    }
+
+
+    public class OpenAIStreamResult
+    {
+        public string id { get; set; } = Guid.NewGuid().ToString();
+        [JsonProperty("object")]
+        public string obj { get; set; } = "chat.completion";
+        public List<StreamChoicesModel> choices { get; set; }
+        public long created { get; set; }
+    }
+    public class StreamChoicesModel
+    {
+        public int index { get; set; } = 0;
+
+        public OpenAIMessage delta { get; set; }
+    }
+
+}

src/AntSK.Domain/Domain/Model/Dto/RelevantSource.cs

@@ -0,0 +1,16 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AntSK.Domain.Domain.Model.Dto
+{
+    public class RelevantSource
+    {
+        public string SourceName { get; set; }
+
+        public string Text { get; set; }
+        public float Relevance { get; set; }
+    }
+}

src/AntSK.Domain/Domain/Model/Enum/AIModelType.cs

@@ -0,0 +1,23 @@
+namespace AntSK.Domain.Domain.Model.Enum
+{
+    /// <summary>
+    /// AI类型
+    /// </summary>
+    public enum AIType
+    {
+        OpenAI = 1,
+        AzureOpenAI = 2,
+        LLamaSharp = 3,
+        SparkDesk = 4,
+        Mock = 5,
+    }
+
+    /// <summary>
+    /// 模型类型
+    /// </summary>
+    public enum AIModelType
+    {
+        Chat = 1,
+        Embedding = 2,
+    }
+}

src/AntSK.Domain/Domain/Model/Enum/AppType.cs

@@ -0,0 +1,14 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AntSK.Domain.Domain.Model.Enum
+{
+    public enum AppType
+    {
+        chat = 1,
+        kms = 2
+    }
+}

src/AntSK.Domain/Domain/Model/Enum/HttpMethodType.cs

@@ -0,0 +1,8 @@
+namespace AntSK.Domain.Domain.Model.Enum
+{
+    public enum HttpMethodType
+    {
+        Get = 1,
+        Post = 2,
+    }
+}

src/AntSK.Domain/Domain/Model/Enum/ImportKmsStatus.cs

@@ -0,0 +1,9 @@
+namespace AntSK.Domain.Domain.Model.Enum
+{
+    public enum ImportKmsStatus
+    {
+        Loadding = 0,
+        Success = 1,
+        Fail = 2
+    }
+}

src/AntSK.Domain/Domain/Model/Fun/Funs.cs

@@ -0,0 +1,15 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AntSK.Domain.Domain.Model.Fun
+{
+    public class FunDto
+    {
+        public string Name { get; set; }
+
+        public string Description { get; set; }
+    }
+}

src/AntSK.Domain/Domain/Model/ImportKMSTaskReq.cs

@@ -0,0 +1,34 @@
+using AntSK.Domain.Repositories;
+
+namespace AntSK.Domain.Domain.Model
+{
+    public class ImportKMSTaskDTO
+    {
+
+        public ImportType ImportType { get; set; }
+
+        public string KmsId { get; set; }
+
+        public string Url { get; set; } = "";
+
+
+        public string Text { get; set; } = "";
+
+        public string FilePath { get; set; } = "";
+
+        public string FileName { get; set; } = "";
+    }
+
+
+    public class ImportKMSTaskReq : ImportKMSTaskDTO
+    {
+        public KmsDetails KmsDetail { get; set; } = new KmsDetails();
+    }
+
+    public enum ImportType
+    {
+        File = 1,
+        Url = 2,
+        Text = 3
+    }
+}

src/AntSK.Domain/Domain/Model/MessageInfo.cs

@@ -0,0 +1,16 @@
+namespace AntSK.Domain.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; }
+
+    }
+}

src/AntSK.Domain/Domain/Model/PageList.cs

@@ -1,10 +1,4 @@
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
-
-namespace AntSK.Domain.Model
+namespace AntSK.Domain.Domain.Model
 {
     public class PageList<T>
     {

src/AntSK.Domain/Domain/Model/hfmirror/HfModel.cs

@@ -0,0 +1,40 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AntSK.Domain.Domain.Model.hfmirror
+{
+    public class HfModel
+    {
+        public List<HfModels> models { get; set; }
+        public int numItemsPerPage { get; set; }
+        public int numTotalItems { get; set; }
+        public int pageIndex { get; set; }
+    }
+    public class HfModels
+    {
+        public string Author { get; set; }
+        public HfAuthorData AuthorData { get; set; }
+        public int Downloads { get; set; }
+        public bool Gated { get; set; }
+        public string Id { get; set; }
+        public DateTime LastModified { get; set; }
+        public int Likes { get; set; }
+        public string PipelineTag { get; set; }
+        public bool Private { get; set; }
+        public string RepoType { get; set; }
+        public bool IsLikedByUser { get; set; }
+    }
+
+    public class HfAuthorData
+    {
+        public string AvatarUrl { get; set; }
+        public string Fullname { get; set; }
+        public string Name { get; set; }
+        public string Type { get; set; }
+        public bool IsHf { get; set; }
+        public bool IsEnterprise { get; set; }
+    }
+}

src/AntSK.Domain/Domain/Model/hfmirror/HfModelDetail.cs

@@ -0,0 +1,17 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AntSK.Domain.Domain.Model.hfmirror
+{
+    public class HfModelDetail
+    {
+        public string Name { get; set; }
+        public string Size { get; set; }
+        public string Path { get; set; }
+
+        public string Time { get; set; }
+    }
+}

src/AntSK.Domain/Domain/Other/BackGroundTaskHandler.cs

@@ -0,0 +1,41 @@
+using AntSK.BackgroundTask;
+using AntSK.Domain.Domain.Interface;
+using AntSK.Domain.Domain.Model;
+using Microsoft.Extensions.DependencyInjection;
+
+namespace AntSK.Domain.Domain.Other
+{
+    public class BackGroundTaskHandler : IBackgroundTaskHandler<ImportKMSTaskReq>
+    {
+        private readonly IServiceScopeFactory _scopeFactory;
+
+        public BackGroundTaskHandler(IServiceScopeFactory scopeFactory)
+        {
+            _scopeFactory = scopeFactory;
+        }
+        public async Task ExecuteAsync(ImportKMSTaskReq item)
+        {
+            using (var scope = _scopeFactory.CreateScope())
+            {
+                Console.WriteLine("ExecuteAsync.开始执行后台任务");
+                var importKMSService = scope.ServiceProvider.GetRequiredService<IImportKMSService>();
+                //不能使用异步
+                importKMSService.ImportKMSTask(item);
+                Console.WriteLine("ExecuteAsync.后台任务执行完成");
+            }
+
+        }
+
+        public Task OnFailed()
+        {
+            return Task.CompletedTask;
+
+        }
+
+        public Task OnSuccess()
+        {
+            return Task.CompletedTask;
+        }
+
+    }
+}

src/AntSK.Domain/Domain/Other/LLamaConfig.cs

@@ -0,0 +1,44 @@
+using LLama;
+using LLama.Common;
+using LLamaSharp.KernelMemory;
+
+namespace AntSK.Domain.Domain.Other
+{
+    public static class LLamaConfig
+    {
+        static object lockobj = new object();
+        /// <summary>
+        /// 避免模型重复加载，本地缓存
+        /// </summary>
+        static Dictionary<string, (LLamaWeights, ModelParams)> dicLLamaWeights = new Dictionary<string, (LLamaWeights, ModelParams)>();
+        public static (LLamaWeights, ModelParams) GetLLamaConfig(string modelPath, LLamaSharpConfig config = null)
+        {
+            lock (lockobj)
+            {
+                if (dicLLamaWeights.ContainsKey(modelPath))
+                {
+                    return dicLLamaWeights.GetValueOrDefault(modelPath);
+                }
+                else
+                {
+                    InferenceParams infParams = new() { AntiPrompts = ["\n\n"] };
+                    LLamaSharpConfig lsConfig = new(modelPath) { DefaultInferenceParams = infParams };
+                    if (config != null)
+                    {
+                        lsConfig = config;
+                    }
+                    var parameters = new ModelParams(lsConfig.ModelPath)
+                    {
+                        ContextSize = lsConfig?.ContextSize ?? 2048,
+                        Seed = lsConfig?.Seed ?? 0,
+                        GpuLayerCount = lsConfig?.GpuLayerCount ?? 10,
+                        EmbeddingMode = true
+                    };
+                    var weights = LLamaWeights.LoadFromFile(parameters);
+                    dicLLamaWeights.Add(modelPath, (weights, parameters));
+                    return (weights, parameters);
+                }
+            }
+        }
+    }
+}

src/AntSK.Domain/Domain/Service/ChatService.cs

@@ -0,0 +1,102 @@
+using AntSK.Domain.Common.DependencyInjection;
+using AntSK.Domain.Domain.Interface;
+using AntSK.Domain.Repositories;
+using Microsoft.SemanticKernel.Connectors.OpenAI;
+using Microsoft.SemanticKernel;
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+using AntSK.Domain.Utils;
+using Microsoft.KernelMemory;
+using Markdig;
+using AntSK.Domain.Domain.Model;
+using AntSK.Domain.Domain.Model.Dto;
+
+namespace AntSK.Domain.Domain.Service
+{
+    [ServiceDescription(typeof(IChatService), ServiceLifetime.Scoped)]
+    public class ChatService(
+        IKernelService _kernelService,
+        IKMService _kMService,
+        IKmsDetails_Repositories _kmsDetails_Repositories
+        ) : IChatService
+    {
+        /// <summary>
+        /// 发送消息
+        /// </summary>
+        /// <param name="app"></param>
+        /// <param name="questions"></param>
+        /// <param name="history"></param>
+        /// <returns></returns>
+        public async IAsyncEnumerable<StreamingKernelContent> SendChatByAppAsync(Apps app, string questions, string history)
+        {
+            if (string.IsNullOrEmpty(app.Prompt) || !app.Prompt.Contains("{{$input}}"))
+            {
+                //如果模板为空，给默认提示词
+                app.Prompt = app.Prompt.ConvertToString() + "{{$input}}";
+            }
+            var _kernel = _kernelService.GetKernelByApp(app);
+            var temperature = app.Temperature / 100;//存的是0~100需要缩小
+            OpenAIPromptExecutionSettings settings = new() { Temperature = temperature };
+            if (!string.IsNullOrEmpty(app.ApiFunctionList)|| !string.IsNullOrEmpty(app.NativeFunctionList))//这里还需要加上本地插件的
+            {
+                _kernelService.ImportFunctionsByApp(app, _kernel);
+                settings.ToolCallBehavior = ToolCallBehavior.AutoInvokeKernelFunctions;
+            }
+            var func = _kernel.CreateFunctionFromPrompt(app.Prompt, settings);
+            var chatResult = _kernel.InvokeStreamingAsync(function: func, arguments: new KernelArguments() { ["input"] = $"{history}{Environment.NewLine} user:{questions}" });
+            await foreach (var content in chatResult)
+            {
+                yield return content;
+            }
+        }
+
+        public async IAsyncEnumerable<StreamingKernelContent> SendKmsByAppAsync(Apps app, string questions, string history, List<RelevantSource> relevantSources = null)
+        {
+            var _kernel = _kernelService.GetKernelByApp(app);
+            //知识库问答
+            var filters = new List<MemoryFilter>();
+            var kmsidList = app.KmsIdList.Split(",");
+            //只取第一个知识库的配置
+            var _memory = _kMService.GetMemoryByKMS(kmsidList.FirstOrDefault());
+            foreach (var kmsid in kmsidList)
+            {
+                filters.Add(new MemoryFilter().ByTag("kmsid", kmsid));
+            }
+            var xlresult = await _memory.SearchAsync(questions, index: "kms", filters: filters);
+            string dataMsg = "";
+            if (xlresult != null)
+            {
+                foreach (var item in xlresult.Results)
+                {
+                    foreach (var part in item.Partitions)
+                    {
+                        dataMsg += $"[file:{item.SourceName};Relevance:{(part.Relevance * 100).ToString("F2")}%]:{part.Text}{Environment.NewLine}";
+
+                        if (relevantSources.IsNotNull())
+                        {
+                            string sourceName = item.SourceName;
+                            var fileDetail = _kmsDetails_Repositories.GetFirst(p => p.FileGuidName == item.SourceName);
+                            if (fileDetail.IsNotNull())
+                            {
+                                sourceName = fileDetail.FileName;
+                            }
+                            relevantSources.Add(new RelevantSource() { SourceName = sourceName, Text = Markdown.ToHtml(part.Text), Relevance = part.Relevance });
+                        }
+                    }
+                }
+                KernelFunction jsonFun = _kernel.Plugins.GetFunction("KMSPlugin", "Ask");
+                var chatResult = _kernel.InvokeStreamingAsync(function: jsonFun,
+                    arguments: new KernelArguments() { ["doc"] = dataMsg, ["history"] = history, ["questions"] = questions });
+
+                MessageInfo info = null;
+                await foreach (var content in chatResult)
+                {
+                    yield return content;
+                }
+            }
+        }
+    }
+}

src/AntSK.Domain/Domain/Service/FunctionService.cs

@@ -0,0 +1,128 @@
+using System.ComponentModel;
+using System.Reflection;
+using System.Runtime.Loader;
+using System.Xml;
+using AntSK.Domain.Common;
+using AntSK.Domain.Utils;
+using System.Text.RegularExpressions;
+
+namespace AntSK.Domain.Domain.Service
+{
+    public class FunctionService
+    {
+        private readonly Dictionary<string, MethodInfo> _methodCache;
+        private readonly Dictionary<string, (string Description, (Type ParameterType, string Description) ReturnType, (string ParameterName, Type ParameterType, string Description)[] Parameters)> _methodInfos;
+
+        private readonly IServiceProvider _serviceProvider;
+        private Assembly[] _assemblies;
+        private readonly AssemblyLoadContext loadContext;
+
+        public FunctionService(IServiceProvider serviceProvider, Assembly[] assemblies)
+        {
+            _methodCache = [];
+            _methodInfos = [];
+            _serviceProvider = serviceProvider;
+            _assemblies = assemblies;
+            loadContext = new AssemblyLoadContext("AntSKLoadContext", true);
+        }
+
+        public Dictionary<string, MethodInfo> Functions => _methodCache;
+        public Dictionary<string, (string Description, (Type ParameterType, string Description) ReturnType, (string ParameterName, Type ParameterType, string Description)[] Parameters)> MethodInfos => _methodInfos;
+
+        /// <summary>
+        /// 查询程序集中的方法委托，后续利用Source Generators生成
+        /// </summary>
+        public void SearchMarkedMethods()
+        {
+            var markedMethods = new List<MethodInfo>();
+
+            _methodCache.Clear();
+            _methodInfos.Clear();
+
+            foreach (var assembly in _assemblies)
+            {
+                // 从缓存中获取标记了ActionAttribute的方法
+                foreach (var type in assembly.GetTypes())
+                {
+                    markedMethods.AddRange(type.GetMethods().Where(m =>
+                    {
+                        DescriptionAttribute da = (DescriptionAttribute)m.GetCustomAttributes(typeof(DescriptionAttribute), true).FirstOrDefault();
+                        return da != null && da.Description == "AntSK";
+                    }));
+                }
+            }
+
+            //动态加载部分
+            var loadedAssemblies = loadContext.Assemblies.ToList();
+            foreach (var assembly in loadedAssemblies)
+            {
+                // 从缓存中获取标记了ActionAttribute的方法
+                foreach (var type in assembly.GetTypes())
+                {
+                    markedMethods.AddRange(type.GetMethods().Where(m =>
+                    {
+                        DescriptionAttribute da = (DescriptionAttribute)m.GetCustomAttributes(typeof(DescriptionAttribute), true).FirstOrDefault();
+                        return da != null && da.Description == "AntSK";
+                    }));
+                }
+            }
+
+            // 构建方法调用
+            foreach (var method in markedMethods)
+            {
+                var key = $"{method.DeclaringType.Assembly.GetName().Name}_{method.DeclaringType.Name}_{method.Name}";
+                string pattern = "[^a-zA-Z0-9_]";
+                // 使用 '-' 替换非ASCII的正则表达式的字符
+                key = Regex.Replace(key, pattern, "_");
+                _methodCache.TryAdd(key, method);
+
+                var xmlCommentHelper = new XmlCommentHelper();
+                xmlCommentHelper.LoadAll();
+
+                var description = xmlCommentHelper.GetMethodComment(method);
+                var dict = xmlCommentHelper.GetParameterComments(method);
+
+                var parameters = method.GetParameters().Select(x => (x.Name, x.ParameterType, dict[x.Name])).ToArray();
+                var returnType = xmlCommentHelper.GetMethodReturnComment(method);
+
+                if (string.IsNullOrEmpty(description))
+                {
+                    description = "导入插件";
+                }
+                _methodInfos.TryAdd(key, (description, (method.ReflectedType, returnType), parameters));
+            }
+        }
+
+
+        public void FuncLoad(string pluginPath)
+        {
+            try
+            {
+                if (File.Exists(pluginPath))
+                {
+                    string directory = Path.GetDirectoryName(pluginPath);
+                    string fileName = Path.GetFileName(pluginPath);
+                    var resolver = new AssemblyDependencyResolver(directory);
+
+                    // Create a custom AssemblyLoadContext
+
+                    loadContext.Resolving += (context, assemblyName) =>
+                    {
+                        string assemblyPath = resolver.ResolveAssemblyToPath(assemblyName);
+                        if (assemblyPath != null)
+                        {
+                            return context.LoadFromAssemblyPath(assemblyPath);
+                        }
+                        return null;
+                    };
+                    // Load your assembly
+                    Assembly pluginAssembly = loadContext.LoadFromAssemblyPath(pluginPath);
+                }
+            }
+            catch (Exception ex)
+            {
+                Console.WriteLine(ex.Message + " ---- " + ex.StackTrace);
+            }
+        }
+    }
+}

src/AntSK.Domain/Domain/Service/HttpService.cs

@@ -0,0 +1,21 @@
+using AntSK.Domain.Common.DependencyInjection;
+using AntSK.Domain.Domain.Interface;
+using Newtonsoft.Json;
+using RestSharp;
+
+namespace AntSK.Domain.Domain.Service
+{
+    [ServiceDescription(typeof(IHttpService), ServiceLifetime.Scoped)]
+    public class HttpService : IHttpService
+    {
+        public async Task<RestResponse> PostAsync(string url, Object jsonBody)
+        {
+            RestClient client = new RestClient();
+            RestRequest request = new RestRequest(url, Method.Post);
+            string josn = JsonConvert.SerializeObject(jsonBody);
+            request.AddJsonBody(jsonBody);
+            var result = await client.ExecuteAsync(request);
+            return result;
+        }
+    }
+}

src/AntSK.Domain/Domain/Service/ImportKMSService.cs

@@ -0,0 +1,80 @@
+using AntSK.Domain.Common.DependencyInjection;
+using AntSK.Domain.Domain.Interface;
+using AntSK.Domain.Domain.Model;
+using AntSK.Domain.Repositories;
+using Microsoft.KernelMemory;
+
+namespace AntSK.Domain.Domain.Service
+{
+    [ServiceDescription(typeof(IImportKMSService), ServiceLifetime.Scoped)]
+    public class ImportKMSService(
+        IKMService _kMService,
+        IKmsDetails_Repositories _kmsDetails_Repositories,
+        IKmss_Repositories _kmss_Repositories
+        ) : IImportKMSService
+    {
+
+        public void ImportKMSTask(ImportKMSTaskReq req)
+        {
+            try
+            {
+                var km = _kmss_Repositories.GetFirst(p => p.Id == req.KmsId);
+
+                var _memory = _kMService.GetMemoryByKMS(km.Id);
+                string fileid = req.KmsDetail.Id;
+                switch (req.ImportType)
+                {
+                    case ImportType.File:
+                        //导入文件
+                        {
+                            var importResult = _memory.ImportDocumentAsync(new Document(fileid)
+                          .AddFile(req.FilePath)
+                          .AddTag("kmsid", req.KmsId)
+                          , index: "kms").Result;
+                            //查询文档数量
+                            var docTextList = _kMService.GetDocumentByFileID(km.Id, fileid).Result;
+                            string fileGuidName = Path.GetFileName(req.FilePath);
+                            req.KmsDetail.FileName = req.FileName;
+                            req.KmsDetail.FileGuidName = fileGuidName;
+                            req.KmsDetail.DataCount = docTextList.Count;
+
+                        }
+                        break;
+                    case ImportType.Url:
+                        {
+                            //导入url                  
+                            var importResult = _memory.ImportWebPageAsync(req.Url, fileid, new TagCollection() { { "kmsid", req.KmsId } }
+                                 , index: "kms").Result;
+                            //查询文档数量
+                            var docTextList = _kMService.GetDocumentByFileID(km.Id, fileid).Result;
+                            req.KmsDetail.Url = req.Url;
+                            req.KmsDetail.DataCount = docTextList.Count;
+                        }
+                        break;
+                    case ImportType.Text:
+                        //导入文本
+                        {
+                            var importResult = _memory.ImportTextAsync(req.Text, fileid, new TagCollection() { { "kmsid", req.KmsId } }
+                       , index: "kms").Result;
+                            //查询文档数量
+                            var docTextList = _kMService.GetDocumentByFileID(km.Id, fileid).Result;
+                            req.KmsDetail.Url = req.Url;
+                            req.KmsDetail.DataCount = docTextList.Count;
+
+                        }
+                        break;
+                }
+                req.KmsDetail.Status = Model.Enum.ImportKmsStatus.Success;
+                _kmsDetails_Repositories.Update(req.KmsDetail);
+                //_kmsDetails_Repositories.GetList(p => p.KmsId == req.KmsId);
+                Console.WriteLine("后台导入任务成功:" + req.KmsDetail.DataCount);
+            }
+            catch (Exception ex)
+            {
+                req.KmsDetail.Status = Model.Enum.ImportKmsStatus.Fail;
+                _kmsDetails_Repositories.Update(req.KmsDetail);
+                Console.WriteLine("后台导入任务异常:" + ex.Message);
+            }
+        }
+    }
+}

src/AntSK.Domain/Domain/Service/KMService.cs

@@ -0,0 +1,196 @@
+using AntSK.Domain.Common.DependencyInjection;
+using AntSK.Domain.Domain.Interface;
+using AntSK.Domain.Domain.Model.Dto;
+using AntSK.Domain.Domain.Other;
+using AntSK.Domain.Repositories;
+using AntSK.Domain.Utils;
+using LLama;
+using LLamaSharp.KernelMemory;
+using Microsoft.Extensions.Configuration;
+using Microsoft.KernelMemory;
+using Microsoft.KernelMemory.Configuration;
+using Microsoft.KernelMemory.ContentStorage.DevTools;
+using Microsoft.KernelMemory.FileSystem.DevTools;
+using Microsoft.KernelMemory.Postgres;
+
+namespace AntSK.Domain.Domain.Service
+{
+    [ServiceDescription(typeof(IKMService), ServiceLifetime.Scoped)]
+    public class KMService(
+           IConfiguration _config,
+           IKmss_Repositories _kmss_Repositories,
+           IAIModels_Repositories _aIModels_Repositories
+        ) : IKMService
+    {
+        private MemoryServerless _memory;
+
+        public MemoryServerless GetMemoryByKMS(string kmsID, SearchClientConfig searchClientConfig = null)
+        {
+            //if (_memory.IsNull())
+            {
+                //获取KMS配置
+                var kms = _kmss_Repositories.GetFirst(p => p.Id == kmsID);
+                var chatModel = _aIModels_Repositories.GetFirst(p => p.Id == kms.ChatModelID);
+                var embedModel = _aIModels_Repositories.GetFirst(p => p.Id == kms.EmbeddingModelID);
+
+                //http代理
+                var chatHttpClient = OpenAIHttpClientHandlerUtil.GetHttpClient(chatModel.EndPoint);
+                var embeddingHttpClient = OpenAIHttpClientHandlerUtil.GetHttpClient(embedModel.EndPoint);
+
+                //搜索配置
+                if (searchClientConfig.IsNull())
+                {
+                    searchClientConfig = new SearchClientConfig
+                    {
+                        MaxAskPromptSize = 2048,
+                        MaxMatchesCount = 3,
+                        AnswerTokens = 1000,
+                        EmptyAnswer = "知识库未搜索到相关内容"
+                    };
+                }
+
+                var memoryBuild = new KernelMemoryBuilder()
+                .WithSearchClientConfig(searchClientConfig)
+                .WithCustomTextPartitioningOptions(new TextPartitioningOptions
+                {
+                    MaxTokensPerLine = kms.MaxTokensPerLine,
+                    MaxTokensPerParagraph = kms.MaxTokensPerParagraph,
+                    OverlappingTokens = kms.OverlappingTokens
+                });
+                //加载huihu 模型
+                WithTextGenerationByAIType(memoryBuild, chatModel, chatHttpClient);
+                //加载向量模型
+                WithTextEmbeddingGenerationByAIType(memoryBuild, embedModel, embeddingHttpClient);
+                //加载向量库
+                WithMemoryDbByVectorDB(memoryBuild, _config);
+
+                _memory = memoryBuild.Build<MemoryServerless>();
+                return _memory;
+            }
+            //else {
+            //    return _memory;
+            //}
+
+        }
+
+        private void WithTextEmbeddingGenerationByAIType(IKernelMemoryBuilder memory, AIModels embedModel, HttpClient embeddingHttpClient)
+        {
+            switch (embedModel.AIType)
+            {
+                case Model.Enum.AIType.OpenAI:
+                    memory.WithOpenAITextEmbeddingGeneration(new OpenAIConfig()
+                    {
+                        APIKey = embedModel.ModelKey,
+                        EmbeddingModel = embedModel.ModelName
+                    }, null, false, embeddingHttpClient);
+                    break;
+                case Model.Enum.AIType.AzureOpenAI:
+                    memory.WithAzureOpenAITextEmbeddingGeneration(new AzureOpenAIConfig()
+                    {
+                        APIKey = embedModel.ModelKey,
+                        Deployment = embedModel.ModelName.ConvertToString(),
+                        Endpoint = embedModel.EndPoint.ConvertToString(),
+                        Auth = AzureOpenAIConfig.AuthTypes.APIKey,
+                        APIType = AzureOpenAIConfig.APITypes.EmbeddingGeneration,
+                    });
+                    break;
+                case Model.Enum.AIType.LLamaSharp:
+                    var (weights, parameters) = LLamaConfig.GetLLamaConfig(embedModel.ModelName);
+                    var embedder = new LLamaEmbedder(weights, parameters);
+                    memory.WithLLamaSharpTextEmbeddingGeneration(new LLamaSharpTextEmbeddingGenerator(embedder));
+                    break;
+            }
+        }
+
+        private void WithTextGenerationByAIType(IKernelMemoryBuilder memory, AIModels chatModel, HttpClient chatHttpClient)
+        {
+            switch (chatModel.AIType)
+            {
+                case Model.Enum.AIType.OpenAI:
+                    memory.WithOpenAITextGeneration(new OpenAIConfig()
+                    {
+                        APIKey = chatModel.ModelKey,
+                        TextModel = chatModel.ModelName
+                    }, null, chatHttpClient);
+                    break;
+                case Model.Enum.AIType.AzureOpenAI:
+                    memory.WithAzureOpenAITextGeneration(new AzureOpenAIConfig()
+                    {
+                        APIKey = chatModel.ModelKey,
+                        Deployment = chatModel.ModelName.ConvertToString(),
+                        Endpoint = chatModel.EndPoint.ConvertToString(),
+                        Auth = AzureOpenAIConfig.AuthTypes.APIKey,
+                        APIType = AzureOpenAIConfig.APITypes.TextCompletion,
+                    });
+                    break;
+                case Model.Enum.AIType.LLamaSharp:
+                    var (weights, parameters) = LLamaConfig.GetLLamaConfig(chatModel.ModelName);
+                    var context = weights.CreateContext(parameters);
+                    var executor = new StatelessExecutor(weights, parameters);
+                    memory.WithLLamaSharpTextGeneration(new LlamaSharpTextGenerator(weights, context, executor));
+                    break;
+            }
+        }
+
+        private void WithMemoryDbByVectorDB(IKernelMemoryBuilder memory, IConfiguration _config)
+        {
+            string VectorDb = _config["KernelMemory:VectorDb"].ConvertToString();
+            string ConnectionString = _config["KernelMemory:ConnectionString"].ConvertToString();
+            string TableNamePrefix = _config["KernelMemory:TableNamePrefix"].ConvertToString();
+            switch (VectorDb)
+            {
+                case "Postgres":
+                    memory.WithPostgresMemoryDb(new PostgresConfig()
+                    {
+                        ConnectionString = ConnectionString,
+                        TableNamePrefix = TableNamePrefix
+                    });
+                    break;
+                case "Disk":
+                    memory.WithSimpleFileStorage(new SimpleFileStorageConfig()
+                    {
+                        StorageType = FileSystemTypes.Disk
+                    });
+                    break;
+                case "Memory":
+                    memory.WithSimpleFileStorage(new SimpleFileStorageConfig()
+                    {
+                        StorageType = FileSystemTypes.Volatile
+                    });
+                    break;
+            }
+        }
+
+        public async Task<List<KMFile>> GetDocumentByFileID(string kmsid, string fileid)
+        {
+            var _memory = GetMemoryByKMS(kmsid);
+            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;
+        }
+
+
+    }
+}

src/AntSK.Domain/Domain/Service/KernelService.cs

@@ -0,0 +1,245 @@
+using AntSK.LLM.SparkDesk;
+using AntSK.Domain.Common.DependencyInjection;
+using AntSK.Domain.Domain.Interface;
+using AntSK.Domain.Domain.Other;
+using AntSK.Domain.Repositories;
+using AntSK.Domain.Utils;
+using LLama;
+using LLamaSharp.SemanticKernel.TextCompletion;
+using Microsoft.Extensions.DependencyInjection;
+using Microsoft.SemanticKernel;
+using Microsoft.SemanticKernel.Plugins.Core;
+using Microsoft.SemanticKernel.TextGeneration;
+using RestSharp;
+using System;
+using ServiceLifetime = AntSK.Domain.Common.DependencyInjection.ServiceLifetime;
+using AntSK.LLM.Mock;
+using AntSK.Domain.Domain.Model.Enum;
+
+namespace AntSK.Domain.Domain.Service
+{
+    [ServiceDescription(typeof(IKernelService), ServiceLifetime.Scoped)]
+    public class KernelService : IKernelService
+    {
+        private readonly IApis_Repositories _apis_Repositories;
+        private readonly IAIModels_Repositories _aIModels_Repositories;
+        private readonly FunctionService _functionService;
+        private readonly IServiceProvider _serviceProvider;
+        private Kernel _kernel;
+
+        public KernelService(
+              IApis_Repositories apis_Repositories,
+              IAIModels_Repositories aIModels_Repositories,
+              FunctionService functionService,
+              IServiceProvider serviceProvider)
+        {
+            _apis_Repositories = apis_Repositories;
+            _aIModels_Repositories = aIModels_Repositories;
+            _functionService = functionService;
+            _serviceProvider = serviceProvider;
+        }
+
+        /// <summary>
+        /// 获取kernel实例，依赖注入不好按每个用户去Import不同的插件，所以每次new一个新的kernel
+        /// </summary>
+        /// <param name="modelId"></param>
+        /// <param name="apiKey"></param>
+        /// <returns></returns>
+        public Kernel GetKernelByApp(Apps app)
+        {
+            //if (_kernel.IsNull())
+            {
+                var chatModel = _aIModels_Repositories.GetFirst(p => p.Id == app.ChatModelID);
+
+                var chatHttpClient = OpenAIHttpClientHandlerUtil.GetHttpClient(chatModel.EndPoint);
+
+                var builder = Kernel.CreateBuilder();
+                WithTextGenerationByAIType(builder, app, chatModel, chatHttpClient);
+
+                _kernel = builder.Build();
+                RegisterPluginsWithKernel(_kernel);
+                return _kernel;
+            }
+            //else 
+            //{
+            //    return _kernel;
+            //}
+        }
+
+        private void WithTextGenerationByAIType(IKernelBuilder builder, Apps app, AIModels chatModel, HttpClient chatHttpClient)
+        {
+            switch (chatModel.AIType)
+            {
+                case Model.Enum.AIType.OpenAI:
+                    builder.AddOpenAIChatCompletion(
+                       modelId: chatModel.ModelName,
+                       apiKey: chatModel.ModelKey,
+                       httpClient: chatHttpClient);
+                    break;
+
+                case Model.Enum.AIType.AzureOpenAI:
+                    builder.AddAzureOpenAIChatCompletion(
+                        deploymentName: chatModel.ModelName,
+                        apiKey: chatModel.ModelKey,
+                        endpoint: chatModel.EndPoint
+                        );
+                    break;
+
+                case Model.Enum.AIType.LLamaSharp:
+                    var (weights, parameters) = LLamaConfig.GetLLamaConfig(chatModel.ModelName);
+                    var ex = new StatelessExecutor(weights, parameters);
+                    builder.Services.AddKeyedSingleton<ITextGenerationService>("local-llama", new LLamaSharpTextCompletion(ex));
+                    break;
+
+                case Model.Enum.AIType.SparkDesk:
+                    var options = new SparkDeskOptions { AppId = chatModel.EndPoint, ApiSecret = chatModel.ModelKey, ApiKey = chatModel.ModelName, ModelVersion = Sdcb.SparkDesk.ModelVersion.V3_5 };
+                    builder.Services.AddKeyedSingleton<ITextGenerationService>("spark-desk", new SparkDeskTextCompletion(options, app.Id));
+                    break;
+                case Model.Enum.AIType.Mock:
+                    builder.Services.AddKeyedSingleton<ITextGenerationService>("mock", new MockTextCompletion());
+                    break;
+            }
+        }
+
+        /// <summary>
+        /// 根据app配置的插件，导入插件
+        /// </summary>
+        /// <param name="app"></param>
+        /// <param name="_kernel"></param>
+        public void ImportFunctionsByApp(Apps app, Kernel _kernel)
+        {
+            //插件不能重复注册，否则会异常
+            if (_kernel.Plugins.Any(p => p.Name == "AntSkFunctions"))
+            {
+                return;
+            }
+            List<KernelFunction> apiFunctions = new List<KernelFunction>();
+
+            //API插件
+            if (!string.IsNullOrWhiteSpace(app.ApiFunctionList))
+            {
+                //开启自动插件调用
+                var apiIdList = app.ApiFunctionList.Split(",");
+                var apiList = _apis_Repositories.GetList(p => apiIdList.Contains(p.Id));
+
+                foreach (var api in apiList)
+                {
+                    switch (api.Method)
+                    {
+                        case HttpMethodType.Get:
+                            apiFunctions.Add(_kernel.CreateFunctionFromMethod((string msg) =>
+                            {
+                                try
+                                {
+                                    Console.WriteLine(msg);
+                                    RestClient client = new RestClient();
+                                    RestRequest request = new RestRequest(api.Url, Method.Get);
+                                    foreach (var header in api.Header.ConvertToString().Split("\n"))
+                                    {
+                                        var headerArray = header.Split(":");
+                                        if (headerArray.Length == 2)
+                                        {
+                                            request.AddHeader(headerArray[0], headerArray[1]);
+                                        }
+                                    }
+                                    //这里应该还要处理一次参数提取，等后面再迭代
+                                    foreach (var query in api.Query.ConvertToString().Split("\n"))
+                                    {
+                                        var queryArray = query.Split("=");
+                                        if (queryArray.Length == 2)
+                                        {
+                                            request.AddQueryParameter(queryArray[0], queryArray[1]);
+                                        }
+                                    }
+                                    var result = client.Execute(request);
+                                    return result.Content;
+                                }
+                                catch (System.Exception ex)
+                                {
+                                    return "调用失败：" + ex.Message;
+                                }
+                            }, api.Name, $"{api.Describe}"));
+                            break;
+
+                        case HttpMethodType.Post:
+                            apiFunctions.Add(_kernel.CreateFunctionFromMethod((string msg) =>
+                            {
+                                try
+                                {
+                                    Console.WriteLine(msg);
+                                    RestClient client = new RestClient();
+                                    RestRequest request = new RestRequest(api.Url, Method.Post);
+                                    foreach (var header in api.Header.ConvertToString().Split("\n"))
+                                    {
+                                        var headerArray = header.Split(":");
+                                        if (headerArray.Length == 2)
+                                        {
+                                            request.AddHeader(headerArray[0], headerArray[1]);
+                                        }
+                                    }
+                                    //这里应该还要处理一次参数提取，等后面再迭代
+                                    request.AddJsonBody(api.JsonBody.ConvertToString());
+                                    var result = client.Execute(request);
+                                    return result.Content;
+                                }
+                                catch (System.Exception ex)
+                                {
+                                    return "调用失败：" + ex.Message;
+                                }
+                            }, api.Name, $"{api.Describe}"));
+                            break;
+                    }
+                }
+            }
+
+            //本地函数插件
+            if (!string.IsNullOrWhiteSpace(app.NativeFunctionList))//需要添加判断应用是否开启了本地函数插件
+            {
+                var nativeIdList = app.NativeFunctionList.Split(",");
+
+                _functionService.SearchMarkedMethods();
+                using var scope= _serviceProvider.CreateScope();
+
+                foreach (var func in _functionService.Functions)
+                {
+                    if (nativeIdList.Contains(func.Key))
+                    {
+                        var methodInfo = _functionService.MethodInfos[func.Key];
+                        var parameters = methodInfo.Parameters.Select(x => new KernelParameterMetadata(x.ParameterName) { ParameterType = x.ParameterType, Description = x.Description });
+                        var returnType = new KernelReturnParameterMetadata() { ParameterType = methodInfo.ReturnType.ParameterType, Description = methodInfo.ReturnType.Description };
+                        var target = ActivatorUtilities.CreateInstance(scope.ServiceProvider, func.Value.DeclaringType);
+                        apiFunctions.Add(_kernel.CreateFunctionFromMethod(func.Value, target, func.Key, methodInfo.Description, parameters, returnType));
+                    }
+                }
+            }
+            _kernel.ImportPluginFromFunctions("AntSkFunctions", apiFunctions);
+        }
+
+        /// <summary>
+        /// 注册默认插件
+        /// </summary>
+        /// <param name="kernel"></param>
+        private void RegisterPluginsWithKernel(Kernel kernel)
+        {
+            kernel.ImportPluginFromObject(new ConversationSummaryPlugin(), "ConversationSummaryPlugin");
+            //kernel.ImportPluginFromObject(new TimePlugin(), "TimePlugin");
+            kernel.ImportPluginFromPromptDirectory(Path.Combine(RepoFiles.SamplePluginsPath(), "KMSPlugin"));
+        }
+
+        /// <summary>
+        /// 会话总结
+        /// </summary>
+        /// <param name="_kernel"></param>
+        /// <param name="questions"></param>
+        /// <param name="history"></param>
+        /// <returns></returns>
+        public async Task<string> HistorySummarize(Kernel _kernel, string questions, string history)
+        {
+            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 = $"history：{Environment.NewLine}{history.ToString()}{Environment.NewLine} user：{questions}{Environment.NewLine}"; ;
+            return msg;
+        }
+    }
+}

src/AntSK.Domain/Options/DBConnectionOption.cs

@@ -0,0 +1,14 @@
+namespace AntSK.Domain.Options
+{
+    public class DBConnectionOption
+    {
+        /// <summary>
+        /// sqlite连接字符串
+        /// </summary>
+        public static string DbType { get; set; }
+        /// <summary>
+        /// pg链接字符串
+        /// </summary>
+        public static string ConnectionStrings { get; set; }
+    }
+}

src/AntSK.Domain/Options/KernelMemoryOption.cs

@@ -0,0 +1,18 @@
+namespace AntSK.Domain.Options
+{
+    public class KernelMemoryOption
+    {
+        /// <summary>
+        /// 向量库
+        /// </summary>
+        public static string VectorDb { get; set; }
+        /// <summary>
+        /// 连接字符串
+        /// </summary>
+        public static string ConnectionString { get; set; }
+        /// <summary>
+        /// 表前缀
+        /// </summary>
+        public static string TableNamePrefix { get; set; }
+    }
+}

src/AntSK.Domain/Options/LLamaSharpOption.cs

@@ -0,0 +1,12 @@
+namespace AntSK.Domain.Options
+{
+    public class LLamaSharpOption
+    {
+        public static string RunType { get; set; }
+        public static string Chat { get; set; }
+
+        public static string Embedding { get; set; }
+
+        public static string FileDirectory { get; set; } = Directory.GetCurrentDirectory();
+    }
+}

src/AntSK.Domain/Options/LoginOption.cs

@@ -0,0 +1,9 @@
+namespace AntSK.Domain.Options
+{
+    public class LoginOption
+    {
+        public static string User { get; set; }
+
+        public static string Password { get; set; }
+    }
+}

src/AntSK.Domain/Repositories/AI/Api/Apis.cs

@@ -0,0 +1,62 @@
+using AntSK.Domain.Domain.Model.Enum;
+using SqlSugar;
+using System.ComponentModel.DataAnnotations;
+
+namespace AntSK.Domain.Repositories
+{
+    [SugarTable("Apis")]
+    public partial class Apis
+    {
+        [SugarColumn(IsPrimaryKey = true)]
+        public string Id { get; set; }
+
+        /// <summary>
+        /// 接口名称
+        /// </summary>
+        [Required]
+        public string Name { get; set; }
+
+        /// <summary>
+        /// 接口描述
+        /// </summary>
+        [Required]
+        public string Describe { get; set; }
+        /// <summary>
+        /// 接口地址
+        /// </summary>
+        [Required]
+        public string Url { get; set; }
+        /// <summary>
+        /// 请求方法
+        /// </summary>
+        [Required]
+        public HttpMethodType Method { get; set; }
+
+        [SugarColumn(ColumnDataType = "varchar(1000)")]
+        public string? Header { get; set; }
+        /// <summary>
+        /// QueryString参数
+        /// </summary>
+        [SugarColumn(ColumnDataType = "varchar(1000)")]
+        public string? Query { get; set; }
+        /// <summary>
+        /// jsonBody 实体
+        /// </summary>
+        [SugarColumn(ColumnDataType = "varchar(7000)")]
+        public string? JsonBody { get; set; }
+
+        /// <summary>
+        /// 入参提示词
+        /// </summary>
+        [Required]
+        [SugarColumn(ColumnDataType = "varchar(1500)")]
+        public string InputPrompt { get; set; }
+
+        /// <summary>
+        /// 返回提示词
+        /// </summary>
+        [Required]
+        [SugarColumn(ColumnDataType = "varchar(1500)")]
+        public string OutputPrompt { get; set; }
+    }
+}

src/AntSK.Domain/Repositories/AI/Api/Apis_Repositories.cs

@@ -0,0 +1,11 @@
+
+using AntSK.Domain.Common.DependencyInjection;
+using AntSK.Domain.Repositories.Base;
+
+namespace AntSK.Domain.Repositories
+{
+    [ServiceDescription(typeof(IApis_Repositories), ServiceLifetime.Scoped)]
+    public class Apis_Repositories : Repository<Apis>, IApis_Repositories
+    {
+    }
+}

src/AntSK.Domain/Repositories/AI/Api/IApis_Repositories.cs

@@ -0,0 +1,8 @@
+using AntSK.Domain.Repositories.Base;
+
+namespace AntSK.Domain.Repositories
+{
+    public interface IApis_Repositories : IRepository<Apis>
+    {
+    }
+}

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

@@ -0,0 +1,74 @@
+using SqlSugar;
+using System.ComponentModel.DataAnnotations;
+
+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; }
+        /// <summary>
+        /// 图标
+        /// </summary>
+        [Required]
+        public string Icon { get; set; }
+
+        /// <summary>
+        /// 类型
+        /// </summary>
+        [Required]
+        public string Type { get; set; }
+
+        /// <summary>
+        /// 会话模型ID
+        /// </summary>
+        [Required]
+        public string? ChatModelID { get; set; }
+
+        /// <summary>
+        /// 温度
+        /// </summary>
+        [SugarColumn(DefaultValue = "70")]
+        public double Temperature { get; set; } = 70f;
+
+        /// <summary>
+        /// 提示词
+        /// </summary>
+        public string? Prompt { get; set; }
+
+        /// <summary>
+        /// 插件列表
+        /// </summary>
+        [SugarColumn(ColumnDataType = "varchar(1000)")]
+        public string? ApiFunctionList { get; set; }
+
+        /// <summary>
+        /// 本地函数列表
+        /// </summary>
+        [SugarColumn(ColumnDataType = "varchar(1000)")]
+        public string? NativeFunctionList { 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; }
+    }
+}

src/AntSK.Domain/Repositories/AI/App/Apps_Repositories.cs

@@ -1,11 +1,6 @@
 
-using AntSK.Domain.Repositories.Base;
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
 using AntSK.Domain.Common.DependencyInjection;
+using AntSK.Domain.Repositories.Base;
 
 namespace AntSK.Domain.Repositories
 {

src/AntSK.Domain/Repositories/AI/App/IApps_Repositories.cs

@@ -1,9 +1,4 @@
 using AntSK.Domain.Repositories.Base;
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
 
 namespace AntSK.Domain.Repositories
 {

src/AntSK.Domain/Repositories/AI/Fun/Funs.cs

@@ -0,0 +1,20 @@
+using AntSK.Domain.Domain.Model.Enum;
+using SqlSugar;
+using System.ComponentModel.DataAnnotations;
+
+namespace AntSK.Domain.Repositories
+{
+    [SugarTable("Funs")]
+    public partial class Funs
+    {
+        [SugarColumn(IsPrimaryKey = true)]
+        public string Id { get; set; }
+
+        /// <summary>
+        /// 接口描述
+        /// </summary>
+        [Required]
+        public string Path { get; set; }
+      
+    }
+}

src/AntSK.Domain/Repositories/AI/Fun/Funs_Repositories.cs

@@ -0,0 +1,11 @@
+
+using AntSK.Domain.Common.DependencyInjection;
+using AntSK.Domain.Repositories.Base;
+
+namespace AntSK.Domain.Repositories
+{
+    [ServiceDescription(typeof(IFuns_Repositories), ServiceLifetime.Scoped)]
+    public class Funs_Repositories : Repository<Funs>, IFuns_Repositories
+    {
+    }
+}

src/AntSK.Domain/Repositories/AI/Fun/IFuns_Repositories.cs

@@ -0,0 +1,8 @@
+using AntSK.Domain.Repositories.Base;
+
+namespace AntSK.Domain.Repositories
+{
+    public interface IFuns_Repositories : IRepository<Funs>
+    {
+    }
+}

src/AntSK.Domain/Repositories/AI/Kms/IKmss_Repositories.cs

@@ -1,9 +1,4 @@
 using AntSK.Domain.Repositories.Base;
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
 
 namespace AntSK.Domain.Repositories
 {

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

@@ -0,0 +1,60 @@
+using SqlSugar;
+using System.ComponentModel.DataAnnotations;
+
+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; }
+        /// <summary>
+        /// 会话模型ID
+        /// </summary>
+        [Required]
+
+        public string? ChatModelID { get; set; }
+        /// <summary>
+        /// 向量模型ID
+        /// </summary>
+        [Required]
+        public string? EmbeddingModelID { get; set; }
+
+        /// <summary>
+        /// 每个段落的最大标记数。
+        /// </summary>
+        [SugarColumn(DefaultValue = "299")]
+        public int MaxTokensPerParagraph { get; set; } = 299;
+
+
+        /// <summary>
+        /// 每行，也就是每句话的最大标记数
+        /// </summary>
+        [SugarColumn(DefaultValue = "99")]
+        public int MaxTokensPerLine { get; set; } = 99;
+
+
+        /// <summary>
+        /// 段落之间重叠标记的数量。
+        /// </summary>
+        [SugarColumn(DefaultValue = "49")]
+        public int OverlappingTokens { get; set; } = 49;
+
+
+    }
+}

src/AntSK.Domain/Repositories/AI/Kms/Kmss_Repositories.cs

@@ -1,11 +1,6 @@
 
-using AntSK.Domain.Repositories.Base;
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
 using AntSK.Domain.Common.DependencyInjection;
+using AntSK.Domain.Repositories.Base;
 
 namespace AntSK.Domain.Repositories
 {

src/AntSK.Domain/Repositories/AI/KmsDetail/IKmsDetails_Repositories.cs

@@ -1,9 +1,4 @@
 using AntSK.Domain.Repositories.Base;
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
 
 namespace AntSK.Domain.Repositories
 {

src/AntSK.Domain/Repositories/AI/KmsDetail/KmsDetails.cs

@@ -1,9 +1,5 @@
-using SqlSugar;
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
+using AntSK.Domain.Domain.Model.Enum;
+using SqlSugar;
 
 namespace AntSK.Domain.Repositories
 {
@@ -32,9 +28,14 @@ namespace AntSK.Domain.Repositories
         /// </summary>
         public int? DataCount { get; set; }
 
+
         /// <summary>
         /// 创建时间
         /// </summary>
         public DateTime CreateTime { get; set; }
+        /// <summary>
+        /// 状态
+        /// </summary>
+        public ImportKmsStatus? Status { get; set; } = ImportKmsStatus.Loadding;
     }
 }