Update README.md

fix 修改文档导入问答单独的index
fix 处理文档问答问题
2026-02-18 14:30:18 +08:00 · 2024-04-23 14:16:50 +08:00 · 2024-04-23 13:32:57 +08:00 · 2024-04-23 13:28:38 +08:00 · 2024-04-23 12:54:49 +08:00 · 2024-04-23 12:53:51 +08:00
81 changed files with 1785 additions and 436 deletions
--- a/.gitignore
+++ b/.gitignore
@@ -324,10 +324,6 @@ ASALocalRun/
 # MSBuild Binary and Structured Log
 *.binlog

-# NVidia Nsight GPU debugger configuration file
-*.nvuser
-*.dll
-*.pdb
 # MFractors (Xamarin productivity tool) working folder 
 .mfractor/
 **/bin/
--- a/1
+++ b/1
@@ -22,4 +22,5 @@ WORKDIR /app
 COPY --from=build /app/publish .
 RUN ln -sf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime
 RUN echo 'Asia/Shanghai' >/etc/timezone
+RUN apt update && apt install -y libpugixml-dev libtbb-dev
 ENTRYPOINT ["dotnet", "AntSK.dll"]
--- a/3
+++ b/3
@@ -25,4 +25,5 @@ ENV PATH="/app:/opt/conda/bin:/usr/local/bin:${PATH}"
 RUN ln -sf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime
 RUN echo 'Asia/Shanghai' >/etc/timezone
 RUN pip install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple
-ENTRYPOINT ["dotnet", "AntSK.dll"]
+RUN apt update && apt install -y libpugixml-dev libtbb-dev
+ENTRYPOINT ["dotnet", "AntSK.dll"]
--- a/2
+++ b/2
@@ -186,7 +186,7 @@
      same "printed page" as the copyright notice for easier
      identification within third-party archives.

-   Copyright [yyyy] [name of copyright owner]
+   Copyright [2024] [许泽宇]

   Licensed under the Apache License, Version 2.0 (the "License");
   you may not use this file except in compliance with the License.
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@

 - **内存内核 (Kernel Memory)**：具备持续学习和存储知识点的能力，AntSK 拥有长期记忆功能，累积经验，提供更个性化的交互体验。

- **知识库**：通过文档（Word、PDF、Excel、Txt、Markdown、Json、PPT）等形式导入知识库，可以进行知识库问答。
+- **知识库**：通过文档（Word、PDF、Excel、Txt、Markdown、Json、PPT）等形式导入知识库，可以进行知识库问答，支持本地bge-embedding 向量模型 ，以及bge-rerank 重排模型。

 - **文生图**：集成**StableDiffusion** 本地模型，可以进行文生图。

@@ -42,15 +42,19 @@ AntSK 适用于多种业务场景，例如：

 ## ✏️功能示例
 ### 在线演示
-```
-https://antsk.ai-dotnet.com/
-```
+
+[文档地址](http://antsk.cn/)
+
+[体验地址](https://antsk.ai-dotnet.com/)
+
 ```
 默认账号：test

 默认密码：test

 由于云服务器配置较低，无法运行本地模型，所以把系统设置权限关闭了，大家看看界面即可，要使用本地模型，请下载自行使用
+
+请勿在演示站点上传敏感信息
 ```

 ### 其他功能示例
@@ -89,7 +93,7 @@ version: '3.8'
 services:
  antsk:
    container_name: antsk
-    image: registry.cn-hangzhou.aliyuncs.com/AIDotNet/antsk:v0.2.3
+    image: registry.cn-hangzhou.aliyuncs.com/AIDotNet/antsk:v0.3.1
    ports:
      - 5000:5000
    networks:
@@ -102,6 +106,7 @@ services:
    volumes:
      - ./appsettings.json:/app/appsettings.json # 本地配置文件 需要放在同级目录
      - D://model:/app/model
+      - D://model:/root/.cache/modelscope/hub/AI-ModelScope #使用Llamafactory时需要挂载 否则初始化的环境重启后会丢失
 networks:
  antsk:
 ```
@@ -209,7 +214,7 @@ DB我使用的是CodeFirst模式，只要配置好数据库链接，表结构是
 想了解更多信息或开始使用 **AntSK**，可以关注我的公众号以及加入交流群。

 ## ☎️联系我
-如有任何问题或建议，请通过以下方式关注我的公众号，发消息与我联系，我们也有交流群，可以发送进群等消息，然后我会拉你进交流群
+如有任何问题或建议，请通过以下方式关注我的公众号《许泽宇的技术分享》，发消息与我联系，我们也有AIDotnet交流群，可以发送进群等消息，然后我会拉你进交流群
 ![公众号](https://github.com/AIDotNet/AntSK/blob/main/images/gzh.jpg)

 ## 🌟 Star History
--- a/docker-compose.simple.yml
+++ b/docker-compose.simple.yml
@@ -3,9 +3,9 @@ version: '3.8'
 services:
  antsk:
    container_name: antsk
-    image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:v0.2.6
+    image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:v0.3.1
    # 如果需要pytorch环境需要使用下面这个镜像，镜像比较大
-    # image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:p0.2.6
+    # image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:p0.3.1
    ports:
      - 5000:5000
    networks:
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -18,9 +18,9 @@ services:
      - ./pg/data:/var/lib/postgresql/data
  antsk:
    container_name: antsk
-    image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:v0.2.6
+    image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:v0.3.1
    # 如果需要pytorch环境需要使用下面这个镜像，镜像比较大
-    # image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:p0.2.6
+    # image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:p0.3.1
    ports:
      - 5000:5000
    networks:
--- a/src/AntSK.Domain/AntSK
+++ b/src/AntSK.Domain/AntSK
@@ -0,0 +1,53 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <TargetFramework>net8.0</TargetFramework>
+    <ImplicitUsings>enable</ImplicitUsings>
+    <Nullable>enable</Nullable>
+    <DocumentationFile>AntSK.Domain.xml</DocumentationFile>
+    <NoWarn>CA1050,CA1707,CA2007,VSTHRD111,CS1591,RCS1110,CA5394,SKEXP0001,SKEXP0002,SKEXP0003,SKEXP0004,SKEXP0010,SKEXP0011,,SKEXP0012,SKEXP0020,SKEXP0021,SKEXP0022,SKEXP0023,SKEXP0024,SKEXP0025,SKEXP0026,SKEXP0027,SKEXP0028,SKEXP0029,SKEXP0030,SKEXP0031,SKEXP0032,SKEXP0040,SKEXP0041,SKEXP0042,SKEXP0050,SKEXP0051,SKEXP0052,SKEXP0053,SKEXP0054,SKEXP0055,SKEXP0060,SKEXP0061,SKEXP0101,SKEXP0102</NoWarn>
+  </PropertyGroup>
+  <ItemGroup>
+    <PackageReference Include="AntDesign.Charts" Version="0.5.1" />
+    <PackageReference Include="AntDesign.ProLayout" Version="0.18.2" />
+    <PackageReference Include="BlazorComponents.Terminal" Version="0.6.0" />
+    <PackageReference Include="Blazored.LocalStorage" Version="4.5.0" />
+  
+    <PackageReference Include="pythonnet" Version="3.0.3" />
+    
+    <PackageReference Include="Swashbuckle.AspNetCore" Version="6.5.0" />
+    
+    <PackageReference Include="AutoMapper" Version="8.1.0" />
+    <PackageReference Include="BCrypt.Net-Next" Version="4.0.3" />
+    <PackageReference Include="Markdig" Version="0.37.0" />
+    <PackageReference Include="Newtonsoft.Json" Version="13.0.3" />
+    <PackageReference Include="SqlSugarCore" Version="5.1.4.151" />
+    <PackageReference Include="System.Data.SQLite.Core" Version="1.0.118" />
+    <PackageReference Include="RestSharp" Version="110.2.0" />
+    <PackageReference Include="NPOI" Version="2.7.0" />
+    
+    <PackageReference Include="Microsoft.SemanticKernel" Version="1.7.1" />
+    <PackageReference Include="Microsoft.SemanticKernel.Core" Version="1.7.1" />
+    <PackageReference Include="Microsoft.SemanticKernel.Plugins.Core" Version="1.7.1-alpha" />
+    <PackageReference Include="Microsoft.KernelMemory.Core" Version="0.36.240415.2" />
+    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Postgres" Version="0.36.240415.2" />
+    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Qdrant" Version="0.36.240415.2" />
+    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Redis" Version="0.36.240415.2" />
+    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.AzureAISearch" Version="0.36.240415.2" />
+
+    <PackageReference Include="LLamaSharp" Version="0.11.2" />
+    <PackageReference Include="LLamaSharp.Backend.Cpu" Version="0.11.2" />
+    <PackageReference Include="LLamaSharp.Backend.Cuda12" Version="0.11.2" />
+    <PackageReference Include="LLamaSharp.kernel-memory" Version="0.11.2" />
+    <PackageReference Include="LLamaSharp.semantic-kernel" Version="0.11.2" />
+    
+    
+  </ItemGroup>
+  <ItemGroup>
+    <ProjectReference Include="..\AntSK.LLamaFactory\AntSK.LLamaFactory.csproj" />
+    <ProjectReference Include="..\AntSk.LLM\AntSK.LLM.csproj" />
+    <ProjectReference Include="..\AntSK.OCR\AntSK.OCR.csproj" />
+    <ProjectReference Include="..\MiddleWare\AntSK.BackgroundTask\AntSK.BackgroundTask.csproj" />
+  </ItemGroup>
+
+</Project>
--- a/src/AntSK.Domain/AntSK.Domain.csproj
+++ b/src/AntSK.Domain/AntSK.Domain.csproj
@@ -19,33 +19,34 @@
    
    <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="Markdig" Version="0.37.0" />
    <PackageReference Include="Newtonsoft.Json" Version="13.0.3" />
-    <PackageReference Include="SqlSugarCore" Version="5.1.4.151" />
+    <PackageReference Include="SqlSugarCore" Version="5.1.4.152" />
    <PackageReference Include="System.Data.SQLite.Core" Version="1.0.118" />
    <PackageReference Include="RestSharp" Version="110.2.0" />
-    <PackageReference Include="NPOI" Version="2.5.5" />
+    <PackageReference Include="NPOI" Version="2.7.0" />
    
-    <PackageReference Include="Microsoft.SemanticKernel" Version="1.6.3" />
-    <PackageReference Include="Microsoft.SemanticKernel.Core" Version="1.6.3" />
-    <PackageReference Include="Microsoft.SemanticKernel.Plugins.Core" Version="1.6.3-alpha" />
-    <PackageReference Include="Microsoft.KernelMemory.Core" Version="0.35.240321.1" />
-    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Postgres" Version="0.35.240321.1" />
-    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Qdrant" Version="0.35.240321.1" />
-    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Redis" Version="0.35.240321.1" />
-    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.AzureAISearch" Version="0.35.240321.1" />
+    <PackageReference Include="Microsoft.SemanticKernel" Version="1.8.0" />
+    <PackageReference Include="Microsoft.SemanticKernel.Core" Version="1.8.0" />
+    <PackageReference Include="Microsoft.SemanticKernel.Plugins.Core" Version="1.8.0-alpha" />
+    <PackageReference Include="Microsoft.KernelMemory.Core" Version="$(KMVersion)" />
+    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Postgres" Version="$(KMVersion)" />
+    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Qdrant" Version="$(KMVersion)" />
+    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Redis" Version="$(KMVersion)" />
+    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.AzureAISearch" Version="$(KMVersion)" />

-    <PackageReference Include="LLamaSharp" Version="0.11.1" />
-    <PackageReference Include="LLamaSharp.Backend.Cpu" Version="0.11.1" />
-    <PackageReference Include="LLamaSharp.Backend.Cuda12" Version="0.11.1" />
-    <PackageReference Include="LLamaSharp.kernel-memory" Version="0.11.1" />
-    <PackageReference Include="LLamaSharp.semantic-kernel" Version="0.11.1" />
+    <PackageReference Include="LLamaSharp" Version="$(LLamaSharpVersion)" />
+    <PackageReference Include="LLamaSharp.Backend.Cpu" Version="$(LLamaSharpVersion)" />
+    <PackageReference Include="LLamaSharp.Backend.Cuda12" Version="$(LLamaSharpVersion)" />
+    <PackageReference Include="LLamaSharp.kernel-memory" Version="$(LLamaSharpVersion)" />
+    <PackageReference Include="LLamaSharp.semantic-kernel" Version="$(LLamaSharpVersion)" />
    
    
  </ItemGroup>
  <ItemGroup>
    <ProjectReference Include="..\AntSK.LLamaFactory\AntSK.LLamaFactory.csproj" />
    <ProjectReference Include="..\AntSk.LLM\AntSK.LLM.csproj" />
+    <ProjectReference Include="..\AntSK.OCR\AntSK.OCR.csproj" />
    <ProjectReference Include="..\MiddleWare\AntSK.BackgroundTask\AntSK.BackgroundTask.csproj" />
  </ItemGroup>

--- a/src/AntSK.Domain/AntSK.Domain.xml
+++ b/src/AntSK.Domain/AntSK.Domain.xml
@@ -157,11 +157,6 @@
            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
@@ -177,7 +172,12 @@
            总数
            </summary>
        </member>
-        <member name="M:AntSK.Domain.Domain.Other.EmbeddingConfig.LoadModel(System.String,System.String)">
+        <member name="M:AntSK.Domain.Domain.Other.Bge.BegRerankConfig.LoadModel(System.String,System.String)">
+            <summary>
+            模型写死
+            </summary>
+        </member>
+        <member name="M:AntSK.Domain.Domain.Other.Bge.BgeEmbeddingConfig.LoadModel(System.String,System.String)">
            <summary>
            模型写死
            </summary>
@@ -193,6 +193,12 @@
            避免模型重复加载，本地缓存
            </summary>
        </member>
+        <member name="P:AntSK.Domain.Domain.Other.QAHandler.StepName">
+            <inheritdoc />
+        </member>
+        <member name="M:AntSK.Domain.Domain.Other.QAHandler.InvokeAsync(Microsoft.KernelMemory.Pipeline.DataPipeline,System.Threading.CancellationToken)">
+            <inheritdoc />
+        </member>
        <member name="M:AntSK.Domain.Domain.Service.ChatService.SendChatByAppAsync(AntSK.Domain.Repositories.Apps,System.String,Microsoft.SemanticKernel.ChatCompletion.ChatHistory)">
            <summary>
            发送消息
@@ -396,6 +402,36 @@
            回答最大token数
            </summary>
        </member>
+        <member name="P:AntSK.Domain.Repositories.Chats.UserName">
+            <summary>
+            用户名
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Chats.AppId">
+            <summary>
+            应用ID
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Chats.Context">
+            <summary>
+            消息内容
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Chats.IsSend">
+            <summary>
+            发送是true  接收是false
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Chats.CreateTime">
+            <summary>
+            创建事件
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Repositories.Chats.FileName">
+            <summary>
+            文件名
+            </summary>
+        </member>
        <member name="P:AntSK.Domain.Repositories.Funs.Path">
            <summary>
            接口描述
--- a/src/AntSK.Domain/Common/DependencyInjection/InitExtensions.cs
+++ b/src/AntSK.Domain/Common/DependencyInjection/InitExtensions.cs
@@ -50,6 +50,8 @@ namespace AntSK.Domain.Common.DependencyInjection
                        _repository.GetDB().CodeFirst.InitTables(type);
                    }
                }
+                //安装向量插件
+                _repository.GetDB().Ado.ExecuteCommandAsync($"CREATE EXTENSION IF NOT EXISTS vector;");
            }
            return app;
        }
--- a/src/AntSK.Domain/Common/Embedding/HuggingfaceTextEmbeddingGenerator.cs
+++ b/src/AntSK.Domain/Common/Embedding/HuggingfaceTextEmbeddingGenerator.cs
@@ -7,7 +7,7 @@ using System.Collections.Generic;
 using System.Linq;
 using System.Text;
 using System.Threading.Tasks;
-using AntSK.Domain.Domain.Other;
+using AntSK.Domain.Domain.Other.Bge;

 namespace AntSK.Domain.Common.Embedding
 {
@@ -22,12 +22,12 @@ namespace AntSK.Domain.Common.Embedding

        public HuggingfaceTextEmbeddingGenerator(string pyDllPath,string modelName)
        {
-            _embedder = EmbeddingConfig.LoadModel(pyDllPath, modelName);
+            _embedder = BgeEmbeddingConfig.LoadModel(pyDllPath, modelName);
        }

        public void Dispose()
        {
-            EmbeddingConfig.Dispose();
+            BgeEmbeddingConfig.Dispose();
        }

        //public async Task<IList<ReadOnlyMemory<float>>> GenerateEmbeddingAsync(IList<string> data, CancellationToken cancellationToken = default)
@@ -44,13 +44,13 @@ namespace AntSK.Domain.Common.Embedding

        public async Task<Microsoft.KernelMemory.Embedding> GenerateEmbeddingAsync(string text, CancellationToken cancellationToken = default)
        {
-            var embeddings = await EmbeddingConfig.GetEmbedding(text);
+            var embeddings = await BgeEmbeddingConfig.GetEmbedding(text);
            return new Microsoft.KernelMemory.Embedding(embeddings);
        }

        public int CountTokens(string text)
        {
-            return EmbeddingConfig.TokenCount(text);
+            return BgeEmbeddingConfig.TokenCount(text);
        }
    }
 }
--- a/src/AntSK.Domain/Directory.Build.props
+++ b/src/AntSK.Domain/Directory.Build.props
@@ -0,0 +1,8 @@
+<Project>
+  <!-- See https://aka.ms/dotnet/msbuild/customize for more details on customizing your build -->
+  <PropertyGroup>
+
+    <KMVersion>0.37.240420.2</KMVersion>
+    <LLamaSharpVersion>0.11.2</LLamaSharpVersion>
+  </PropertyGroup>
+</Project>
--- a/src/AntSK.Domain/Domain/Interface/IChatService.cs
+++ b/src/AntSK.Domain/Domain/Interface/IChatService.cs
@@ -18,6 +18,6 @@ namespace AntSK.Domain.Domain.Interface

        IAsyncEnumerable<StreamingKernelContent> SendKmsByAppAsync(Apps app, string questions, ChatHistory history, string filePath, List<RelevantSource> relevantSources = null);
        Task<string> SendImgByAppAsync(Apps app, string questions);
-        Task<ChatHistory> GetChatHistory(List<MessageInfo> MessageList);
+        Task<ChatHistory> GetChatHistory(List<Chats> MessageList);
    }
 }
--- a/src/AntSK.Domain/Domain/Interface/IKernelService.cs
+++ b/src/AntSK.Domain/Domain/Interface/IKernelService.cs
@@ -6,6 +6,8 @@ namespace AntSK.Domain.Domain.Interface
    public interface IKernelService
    {
        Kernel GetKernelByApp(Apps app);
+
+        Kernel GetKernelByAIModelID(string modelid);
        void ImportFunctionsByApp(Apps app, Kernel _kernel);
        Task<string> HistorySummarize(Kernel _kernel, string questions, string history);
    }
--- a/src/AntSK.Domain/Domain/Model/Constant/KmsConstantcs.cs
+++ b/src/AntSK.Domain/Domain/Model/Constant/KmsConstantcs.cs
@@ -9,7 +9,10 @@ namespace AntSK.Domain.Domain.Model.Constant
    public class KmsConstantcs
    {
        public const string KmsIdTag = "kmsid";
+        public const string FileIdTag = "fileid";
+        public const string AppIdTag = "appid";
        public const string KmsIndex = "kms";
+        public const string FileIndex = "kms";
        public const string KmsSearchNull="知识库未搜索到相关内容";

        public const string KmsPrompt = @"使用<data></data>标记的内容作为你的知识：
--- a/src/AntSK.Domain/Domain/Model/Dto/RelevantSource.cs
+++ b/src/AntSK.Domain/Domain/Model/Dto/RelevantSource.cs
@@ -8,6 +8,8 @@ namespace AntSK.Domain.Domain.Model.Dto
        public string Text { get; set; }
        public float Relevance { get; set; }

+        public double RerankScore { get; set; }
+
        public override string ToString()
        {
            return $"[file:{SourceName};Relevance:{(Relevance * 100):F2}%]:{Text}";
--- a/src/AntSK.Domain/Domain/Model/Enum/AIModelType.cs
+++ b/src/AntSK.Domain/Domain/Model/Enum/AIModelType.cs
@@ -26,8 +26,10 @@ namespace AntSK.Domain.Domain.Model.Enum
        LLamaFactory = 6,
        [Display(Name = "Bge Embedding")]
        BgeEmbedding = 7,
+        [Display(Name = "Bge Rerank")]
+        BgeRerank = 8,
        [Display(Name = "StableDiffusion")]
-        StableDiffusion = 8,
+        StableDiffusion = 9,
        [Display(Name = "模拟输出")]
        Mock = 100,

@@ -41,5 +43,6 @@ namespace AntSK.Domain.Domain.Model.Enum
        Chat = 1,
        Embedding = 2,
        Image=3,
+        Rerank=4
    }
 }
--- a/src/AntSK.Domain/Domain/Model/ImportKMSTaskReq.cs
+++ b/src/AntSK.Domain/Domain/Model/ImportKMSTaskReq.cs
@@ -17,11 +17,14 @@ namespace AntSK.Domain.Domain.Model
        public string FilePath { get; set; } = "";

        public string FileName { get; set; } = "";
+
+        public bool IsQA { get; set; } = false;
    }


    public class ImportKMSTaskReq : ImportKMSTaskDTO
    {
+        public bool IsQA { get; set; }=false;
        public KmsDetails KmsDetail { get; set; } = new KmsDetails();
    }

@@ -32,4 +35,10 @@ namespace AntSK.Domain.Domain.Model
        Text = 3,
        Excel=4
    }
+
+    public class QAModel
+    {
+        public string ChatModelId { get; set; }
+        public string Context { get; set; }
+    }
 }
--- a/src/AntSK.Domain/Domain/Model/MessageInfo.cs
+++ b/src/AntSK.Domain/Domain/Model/MessageInfo.cs
@@ -1,17 +0,0 @@
-namespace AntSK.Domain.Domain.Model
-{
-    public class MessageInfo
-    {
-        public string ID { get; set; } = "";
-        public string Context { get; set; } = "";
-
-        /// <summary>
-        /// 发送是true  接收是false
-        /// </summary>
-        public bool IsSend { get; set; } = false;
-
-        public DateTime CreateTime { get; set; }
-
-        public string? FileName { get; set; }
-    }
-}
--- a/src/AntSK.Domain/Domain/Other/Bge/BegRerankConfig.cs
+++ b/src/AntSK.Domain/Domain/Other/Bge/BegRerankConfig.cs
@@ -0,0 +1,81 @@
+using Newtonsoft.Json;
+using Python.Runtime;
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+using static Python.Runtime.Py;
+
+namespace AntSK.Domain.Domain.Other.Bge
+{
+    public static class BegRerankConfig
+    {
+        public static dynamic model { get; set; }
+
+        static object lockobj = new object();
+
+
+
+        /// <summary>
+        /// 模型写死
+        /// </summary>
+        public static dynamic LoadModel(string pythondllPath, string modelName)
+        {
+            lock (lockobj)
+            {
+                if (model == null)
+                {
+                    if (string.IsNullOrEmpty(Runtime.PythonDLL))
+                    {
+                        Runtime.PythonDLL = pythondllPath;
+                    }
+                    PythonEngine.Initialize();
+                    try
+                    {
+                        using (GIL())// 初始化Python环境的Global Interpreter Lock)
+                        {
+                            dynamic modelscope = Py.Import("modelscope");
+                            dynamic flagEmbedding = Py.Import("FlagEmbedding");
+
+                            dynamic model_dir = modelscope.snapshot_download(modelName, revision: "master");
+                            dynamic flagReranker = flagEmbedding.FlagReranker(model_dir, use_fp16: true);
+                            model = flagReranker;
+                            return model;
+                        }
+                    }
+                    catch (Exception ex)
+                    {
+                        throw ex;
+                    }
+                }
+                else
+                {
+                    return model;
+                }
+            }
+        }
+
+
+        public static double Rerank(List<string> list)
+        {
+            using (GIL())
+            {
+                try
+                {
+                    PyList pyList = new PyList();
+                    foreach (string item in list)
+                    {
+                        pyList.Append(item.ToPython()); // 将C# string转换为Python对象并添加到PyList中
+                    }
+                    PyObject result = model.compute_score(pyList, normalize: true);
+                    return result.As<double>();
+                }
+                catch (Exception ex)
+                {
+                    throw ex;
+                }
+            }
+        }
+    }
+}
--- a/src/AntSK.Domain/Domain/Other/Bge/BgeEmbeddingConfig.cs
+++ b/src/AntSK.Domain/Domain/Other/Bge/BgeEmbeddingConfig.cs
@@ -7,9 +7,9 @@ using System.Text;
 using System.Threading.Tasks;
 using static Python.Runtime.Py;

-namespace AntSK.Domain.Domain.Other
+namespace AntSK.Domain.Domain.Other.Bge
 {
-    public static class EmbeddingConfig
+    public static class BgeEmbeddingConfig
    {
        public static dynamic model { get; set; }

@@ -27,18 +27,20 @@ namespace AntSK.Domain.Domain.Other
                if (model == null)
                {
                    //Runtime.PythonDLL = @"D:\Programs\Python\Python311\python311.dll";
-                    Runtime.PythonDLL = pythondllPath;
+                    if (string.IsNullOrEmpty(Runtime.PythonDLL))
+                    {
+                        Runtime.PythonDLL = pythondllPath;
+                    }
                    PythonEngine.Initialize();
                    PythonEngine.BeginAllowThreads();
-                    
                    try
                    {
-                        using (Py.GIL())// 初始化Python环境的Global Interpreter Lock)
+                        using (GIL())// 初始化Python环境的Global Interpreter Lock)
                        {
-                            dynamic modelscope = Py.Import("modelscope");
+                            dynamic modelscope = Import("modelscope");
                            //dynamic model_dir = modelscope.snapshot_download("AI-ModelScope/bge-large-zh-v1.5", revision: "master");
                            dynamic model_dir = modelscope.snapshot_download(modelName, revision: "master");
-                            dynamic HuggingFaceBgeEmbeddingstemp = Py.Import("langchain_community.embeddings.huggingface");
+                            dynamic HuggingFaceBgeEmbeddingstemp = Import("langchain_community.embeddings.huggingface");
                            dynamic HuggingFaceBgeEmbeddings = HuggingFaceBgeEmbeddingstemp.HuggingFaceBgeEmbeddings;
                            string model_name = model_dir;
                            dynamic model_kwargs = new PyDict();
@@ -51,7 +53,7 @@ namespace AntSK.Domain.Domain.Other
                            return hugginmodel;
                        }
                    }
-                    catch(Exception ex)
+                    catch (Exception ex)
                    {
                        throw ex;
                    }
@@ -63,7 +65,7 @@ namespace AntSK.Domain.Domain.Other

        public static Task<float[]> GetEmbedding(string queryStr)
        {
-            using (Py.GIL())
+            using (GIL())
            {
                PyObject queryResult = model.embed_query(queryStr);
                var floatList = queryResult.As<float[]>();
--- a/src/AntSK.Domain/Domain/Other/QAHandler.cs
+++ b/src/AntSK.Domain/Domain/Other/QAHandler.cs
@@ -0,0 +1,173 @@
+using AntSK.Domain.Domain.Interface;
+using AntSK.Domain.Domain.Model;
+using AntSK.Domain.Utils;
+using Microsoft.Extensions.Configuration;
+using Microsoft.Extensions.Logging;
+using Microsoft.KernelMemory.AI.OpenAI;
+using Microsoft.KernelMemory.Configuration;
+using Microsoft.KernelMemory.DataFormats.Text;
+using Microsoft.KernelMemory.Diagnostics;
+using Microsoft.KernelMemory.Extensions;
+using Microsoft.KernelMemory.Pipeline;
+using Microsoft.SemanticKernel;
+using Newtonsoft.Json;
+using RestSharp;
+using System.Security.Policy;
+using System.Text;
+using System.Text.RegularExpressions;
+
+namespace AntSK.Domain.Domain.Other
+{
+    public class QAHandler : IPipelineStepHandler
+    {
+        private readonly TextPartitioningOptions _options;
+        private readonly IPipelineOrchestrator _orchestrator;
+        private readonly ILogger<QAHandler> _log;
+        private readonly TextChunker.TokenCounter _tokenCounter;
+        private readonly IKernelService _kernelService;
+        public QAHandler(
+            string stepName,
+            IPipelineOrchestrator orchestrator,
+            IKernelService kernelService,
+            TextPartitioningOptions? options = null,
+            ILogger<QAHandler>? log = null
+            )
+        {
+            this.StepName = stepName;
+            this._orchestrator = orchestrator;
+            this._options = options ?? new TextPartitioningOptions();
+            this._options.Validate();
+
+            this._log = log ?? DefaultLogger<QAHandler>.Instance;
+            this._tokenCounter = DefaultGPTTokenizer.StaticCountTokens;
+            this._kernelService = kernelService;
+        }
+
+        /// <inheritdoc />
+        public string StepName { get; }
+
+        /// <inheritdoc />
+        public async Task<(bool success, DataPipeline updatedPipeline)> InvokeAsync(
+            DataPipeline pipeline, CancellationToken cancellationToken = default)
+        {
+            this._log.LogDebug("Partitioning text, pipeline '{0}/{1}'", pipeline.Index, pipeline.DocumentId);
+
+            if (pipeline.Files.Count == 0)
+            {
+                this._log.LogWarning("Pipeline '{0}/{1}': there are no files to process, moving to next pipeline step.", pipeline.Index, pipeline.DocumentId);
+                return (true, pipeline);
+            }
+
+            foreach (DataPipeline.FileDetails uploadedFile in pipeline.Files)
+            {
+                // Track new files being generated (cannot edit originalFile.GeneratedFiles while looping it)
+                Dictionary<string, DataPipeline.GeneratedFileDetails> newFiles = new();
+
+                foreach (KeyValuePair<string, DataPipeline.GeneratedFileDetails> generatedFile in uploadedFile.GeneratedFiles)
+                {
+                    var file = generatedFile.Value;
+                    if (file.AlreadyProcessedBy(this))
+                    {
+                        this._log.LogTrace("File {0} already processed by this handler", file.Name);
+                        continue;
+                    }
+
+                    // Partition only the original text
+                    if (file.ArtifactType != DataPipeline.ArtifactTypes.ExtractedText)
+                    {
+                        this._log.LogTrace("Skipping file {0} (not original text)", file.Name);
+                        continue;
+                    }
+
+                    // Use a different partitioning strategy depending on the file type
+                    List<string> partitions;
+                    List<string> sentences;
+                    BinaryData partitionContent = await this._orchestrator.ReadFileAsync(pipeline, file.Name, cancellationToken).ConfigureAwait(false);
+
+                    // Skip empty partitions. Also: partitionContent.ToString() throws an exception if there are no bytes.
+                    if (partitionContent.ToArray().Length == 0) { continue; }
+
+                    switch (file.MimeType)
+                    {
+                        case MimeTypes.PlainText:
+                        case MimeTypes.MarkDown:
+                            {   
+                                this._log.LogDebug("Partitioning text file {0}", file.Name);
+                                string content = partitionContent.ToString();
+
+                                var kernel = _kernelService.GetKernelByAIModelID(StepName);
+                                var lines = TextChunker.SplitPlainTextLines(content, 299);
+                                var paragraphs = TextChunker.SplitPlainTextParagraphs(lines, 3000);
+                                KernelFunction jsonFun = kernel.Plugins.GetFunction("KMSPlugin", "QA");
+
+                                List<string> qaList = new List<string>();
+                                foreach (var para in paragraphs)
+                                {
+                                    var qaresult = await kernel.InvokeAsync(function: jsonFun, new KernelArguments() { ["input"] = para });
+                                    var qaListStr = qaresult.GetValue<string>().ConvertToString();
+
+                                    string pattern = @"Q\d+:.*?A\d+:.*?(?=(Q\d+:|$))";
+                                    RegexOptions options = RegexOptions.Singleline;
+
+                                    foreach (Match match in Regex.Matches(qaListStr, pattern, options))
+                                    {
+                                        qaList.Add(match.Value.Trim()); // Trim用于删除可能的首尾空格
+                                    }
+                                }
+                                sentences = qaList;
+                                partitions = qaList;        
+                                break;
+                            }
+                        default:
+                            this._log.LogWarning("File {0} cannot be partitioned, type '{1}' not supported", file.Name, file.MimeType);
+                            // Don't partition other files
+                            continue;
+                    }
+
+                    if (partitions.Count == 0) { continue; }
+
+                    this._log.LogDebug("Saving {0} file partitions", partitions.Count);
+                    for (int partitionNumber = 0; partitionNumber < partitions.Count; partitionNumber++)
+                    {
+                        // TODO: turn partitions in objects with more details, e.g. page number
+                        string text = partitions[partitionNumber];
+                        int sectionNumber = 0; // TODO: use this to store the page number (if any)
+                        BinaryData textData = new(text);
+
+                        int tokenCount = this._tokenCounter(text);
+                        this._log.LogDebug("Partition size: {0} tokens", tokenCount);
+
+                        var destFile = uploadedFile.GetPartitionFileName(partitionNumber);
+                        await this._orchestrator.WriteFileAsync(pipeline, destFile, textData, cancellationToken).ConfigureAwait(false);
+
+                        var destFileDetails = new DataPipeline.GeneratedFileDetails
+                        {
+                            Id = Guid.NewGuid().ToString("N"),
+                            ParentId = uploadedFile.Id,
+                            Name = destFile,
+                            Size = text.Length,
+                            MimeType = MimeTypes.PlainText,
+                            ArtifactType = DataPipeline.ArtifactTypes.TextPartition,
+                            PartitionNumber = partitionNumber,
+                            SectionNumber = sectionNumber,
+                            Tags = pipeline.Tags,
+                            ContentSHA256 = textData.CalculateSHA256(),
+                        };
+                        newFiles.Add(destFile, destFileDetails);
+                        destFileDetails.MarkProcessedBy(this);
+                    }
+
+                    file.MarkProcessedBy(this);
+                }
+
+                // Add new files to pipeline status
+                foreach (var file in newFiles)
+                {
+                    uploadedFile.GeneratedFiles.Add(file.Key, file.Value);
+                }
+            }
+
+            return (true, pipeline);
+        }
+    }
+}
--- a/src/AntSK.Domain/Domain/Service/ChatService.cs
+++ b/src/AntSK.Domain/Domain/Service/ChatService.cs
@@ -1,23 +1,22 @@
 using AntSK.Domain.Common.DependencyInjection;
 using AntSK.Domain.Domain.Interface;
-using AntSK.Domain.Repositories;
-using Microsoft.SemanticKernel.Connectors.OpenAI;
-using Microsoft.SemanticKernel;
-using System.Text;
-using AntSK.Domain.Utils;
-using AntSK.Domain.Domain.Model.Dto;
-using AntSK.Domain.Domain.Model.Constant;
-using DocumentFormat.OpenXml.Drawing;
-using System.Reflection.Metadata;
-using Microsoft.KernelMemory;
-using System.Collections.Generic;
-using Markdig;
-using ChatHistory = Microsoft.SemanticKernel.ChatCompletion.ChatHistory;
-using Microsoft.SemanticKernel.Plugins.Core;
-using Azure.Core;
 using AntSK.Domain.Domain.Model;
+using AntSK.Domain.Domain.Model.Constant;
+using AntSK.Domain.Domain.Model.Dto;
+using AntSK.Domain.Domain.Other.Bge;
+using AntSK.Domain.Repositories;
+using AntSK.Domain.Utils;
 using AntSK.LLM.StableDiffusion;
+using Markdig;
+using Microsoft.KernelMemory;
+using Microsoft.SemanticKernel;
+using Microsoft.SemanticKernel.Connectors.OpenAI;
+using System.Diagnostics;
 using System.Drawing;
+using System.Runtime.InteropServices;
+using System.Text;
+using System.Text.RegularExpressions;
+using ChatHistory = Microsoft.SemanticKernel.ChatCompletion.ChatHistory;

 namespace AntSK.Domain.Domain.Service
 {
@@ -44,7 +43,7 @@ namespace AntSK.Domain.Domain.Service
                //如果模板为空，给默认提示词
                app.Prompt = app.Prompt.ConvertToString() + "{{$input}}";
            }
-            KernelArguments args =new KernelArguments();
+            KernelArguments args = new KernelArguments();
            if (history.Count > 10)
            {
                app.Prompt = @"${{ConversationSummaryPlugin.SummarizeConversation $history}}" + app.Prompt;
@@ -53,14 +52,14 @@ namespace AntSK.Domain.Domain.Service
                { "input", questions }
                };
            }
-            else 
+            else
            {
-                args=new()
+                args = new()
                {
                { "input", $"{string.Join("\n", history.Select(x => x.Role + ": " + x.Content))}{Environment.NewLine} user:{questions}" }
                };
            }
-    
+
            var _kernel = _kernelService.GetKernelByApp(app);
            var temperature = app.Temperature / 100;//存的是0~100需要缩小
            OpenAIPromptExecutionSettings settings = new() { Temperature = temperature };
@@ -70,7 +69,7 @@ namespace AntSK.Domain.Domain.Service
                settings.ToolCallBehavior = ToolCallBehavior.AutoInvokeKernelFunctions;
            }
            var func = _kernel.CreateFunctionFromPrompt(app.Prompt, settings);
-            var chatResult = _kernel.InvokeStreamingAsync(function: func, 
+            var chatResult = _kernel.InvokeStreamingAsync(function: func,
                arguments: args);
            await foreach (var content in chatResult)
            {
@@ -86,40 +85,103 @@ namespace AntSK.Domain.Domain.Service
            if (!string.IsNullOrWhiteSpace(filePath))
            {
                var memory = _kMService.GetMemoryByApp(app);
-                var fileId = Guid.NewGuid().ToString();
-                var result = await memory.ImportDocumentAsync(new Microsoft.KernelMemory.Document(fileId).AddFile(filePath)
-                          .AddTag(KmsConstantcs.KmsIdTag, app.Id)
-                          , index: KmsConstantcs.KmsIndex);

-                var filters = new MemoryFilter().ByTag(KmsConstantcs.KmsIdTag, app.Id);
+                // 匹配GUID的正则表达式
+                string pattern = @"\b[a-fA-F0-9]{8}-[a-fA-F0-9]{4}-[a-fA-F0-9]{4}-[a-fA-F0-9]{4}-[a-fA-F0-9]{12}\b";

-                var searchResult = await memory.SearchAsync(questions, index: KmsConstantcs.KmsIndex, filters: [filters]);
-                relevantSourceList.AddRange(searchResult.Results.SelectMany(item => item.Partitions.Select(part => new RelevantSource()
+                // 使用正则表达式找到匹配
+                Match match = Regex.Match(filePath, pattern);
+                if (match.Success)
                {
-                    SourceName = item.SourceName,
-                    Text = Markdown.ToHtml(part.Text),
-                    Relevance = part.Relevance
-                })));
+                    var fileId = match.Value;
+
+                    var status=await  memory.IsDocumentReadyAsync(fileId, index: KmsConstantcs.KmsIndex);
+                    if (!status)
+                    {
+                        var result = await memory.ImportDocumentAsync(new Document(fileId).AddFile(filePath)
+                                  .AddTag(KmsConstantcs.AppIdTag, app.Id)
+                                  .AddTag(KmsConstantcs.FileIdTag, fileId)
+                                  , index: KmsConstantcs.FileIndex);
+                    }
+
+                    var filters = new List<MemoryFilter>() {
+                        new MemoryFilter().ByTag(KmsConstantcs.AppIdTag, app.Id),
+                        new MemoryFilter().ByTag(KmsConstantcs.FileIdTag, fileId)
+                    };
+
+                    var searchResult = await memory.SearchAsync(questions, index: KmsConstantcs.FileIndex, filters: filters);
+                    relevantSourceList.AddRange(searchResult.Results.SelectMany(item => item.Partitions.Select(part => new RelevantSource()
+                    {
+                        SourceName = item.SourceName,
+                        Text = Markdown.ToHtml(part.Text),
+                        Relevance = part.Relevance
+                    })));
+                    app.Prompt = KmsConstantcs.KmsPrompt;
+                }
            }

+
            var dataMsg = new StringBuilder();
            if (relevantSourceList.Any())
            {
-                bool isSearch=false;
+                if (!string.IsNullOrEmpty(app.RerankModelID))
+                {
+                    var rerankModel=_aIModels_Repositories.GetById(app.RerankModelID);
+                    BegRerankConfig.LoadModel(rerankModel.EndPoint, rerankModel.ModelName);
+                    //进行rerank
+                    foreach (var item in relevantSourceList)
+                    {
+                        List<string> rerank = new List<string>();
+                        rerank.Add(questions);
+                        rerank.Add(item.Text);
+                        item.RerankScore = BegRerankConfig.Rerank(rerank);
+                      
+                    }
+                    relevantSourceList = relevantSourceList.OrderByDescending(p => p.RerankScore).Take(app.MaxMatchesCount).ToList();
+                }
+                    
+                bool isSearch = false;
                foreach (var item in relevantSourceList)
                {
-                    //匹配相似度
-                    if (item.Relevance >= app.Relevance/100)
+                    if (!string.IsNullOrEmpty(app.RerankModelID))
                    {
-                        dataMsg.AppendLine(item.ToString());
-                        isSearch=true;
+                        //匹配重排后相似度
+                        if (item.RerankScore >= app.Relevance / 100)
+                        {
+                            dataMsg.AppendLine(item.ToString());
+                            isSearch = true;
+                        }
+                    }
+                    else 
+                    {
+                        //匹配相似度
+                        if (item.Relevance >= app.Relevance / 100)
+                        {
+                            dataMsg.AppendLine(item.ToString());
+                            isSearch = true;
+                        }
                    }
                }

                //处理markdown显示
                relevantSources?.AddRange(relevantSourceList);
+                Dictionary<string, string> fileDic = new Dictionary<string, string>();
                foreach (var item in relevantSourceList)
                {
+                    if (fileDic.ContainsKey(item.SourceName))
+                    {
+                        item.SourceName = fileDic[item.SourceName];
+                    }
+                    else
+                    {
+                        var fileDetail = _kmsDetails_Repositories.GetFirst(p => p.FileGuidName == item.SourceName);
+                        if (fileDetail.IsNotNull())
+                        {
+                            string fileName = fileDetail.FileName;
+                            fileDic.Add(item.SourceName, fileName);
+                            item.SourceName = fileName;
+                        }       
+                    }
                    item.Text = Markdown.ToHtml(item.Text);
                }

@@ -128,7 +190,7 @@ namespace AntSK.Domain.Domain.Service
                    //KernelFunction jsonFun = _kernel.Plugins.GetFunction("KMSPlugin", "Ask1");
                    var temperature = app.Temperature / 100;//存的是0~100需要缩小
                    OpenAIPromptExecutionSettings settings = new() { Temperature = temperature };
-                    var func = _kernel.CreateFunctionFromPrompt(app.Prompt, settings);
+                    var func = _kernel.CreateFunctionFromPrompt(app.Prompt , settings);

                    var chatResult = _kernel.InvokeStreamingAsync(function: func,
                        arguments: new KernelArguments() { ["doc"] = dataMsg.ToString(), ["history"] = string.Join("\n", history.Select(x => x.Role + ": " + x.Content)), ["input"] = questions });
@@ -138,10 +200,10 @@ namespace AntSK.Domain.Domain.Service
                        yield return content;
                    }
                }
-                else 
+                else
                {
                    yield return new StreamingTextContent(KmsConstantcs.KmsSearchNull);
-                }             
+                }
            }
            else
            {
@@ -163,6 +225,59 @@ namespace AntSK.Domain.Domain.Service
            var chatResult = await _kernel.InvokeAsync(function: func, arguments: args);
            if (chatResult.IsNotNull())
            {
+                //Can Load stable-diffusion library in diffenert environment
+
+                //SDHelper.LoadLibrary()
+                string versionString = string.Empty;
+                string extensionString = string.Empty;
+                if (RuntimeInformation.IsOSPlatform(OSPlatform.Windows))
+                {
+                    extensionString = ".dll";
+                }
+                else if (RuntimeInformation.IsOSPlatform(OSPlatform.Linux))
+                {
+                    extensionString = ".so";
+                }
+                else
+                {
+                    throw new InvalidOperationException("OS Platform no support");
+                }
+
+                ProcessStartInfo startInfo = new ProcessStartInfo("nvcc", "--version");
+                startInfo.RedirectStandardOutput = true;
+                startInfo.UseShellExecute = false;
+                startInfo.CreateNoWindow = true;
+                using (Process process = Process.Start(startInfo))
+                {
+                    if (process != null)
+                    {
+                        string result = process.StandardOutput.ReadToEnd();
+                        Regex regex = new Regex(@"release (\d+).[\d]");
+                        Match match = regex.Match(result);
+                        if (match.Success)
+                        {
+                            switch (match.Groups[1].Value.ToString())
+                            {
+                                case "11":
+                                    versionString = "Cuda11";
+                                    break;
+                                case "12":
+                                    versionString = "Cuda12";
+                                    break;
+                                default:
+                                    versionString = "CPU";
+                                    break;
+                            }
+                        }
+                    }
+                    else
+                    {
+                        throw new Exception("nvcc get an error");
+                    }
+                }
+
+                string libraryPath = System.IO.Path.Combine(AppDomain.CurrentDomain.BaseDirectory, "StableDiffusion", "Backend", versionString, "stable-diffusion" + extensionString);
+                NativeLibrary.TryLoad(libraryPath, out _);
                string prompt = chatResult.GetValue<string>();
                if (!SDHelper.IsInitialized)
                {
@@ -172,7 +287,8 @@ namespace AntSK.Domain.Domain.Service
                        RngType = Structs.RngType.CUDA_RNG,
                        //VaePath = vaePath,
                        //KeepVaeOnCpu = keepVaeOnCpu,
-                        //VaeTiling = vaeTiling,
+                        //set false can get a better image, otherwise can use lower vram
+                        VaeTiling = false,
                        //LoraModelDir = loraModelDir,
                    };
                    bool result = SDHelper.Initialize(modelParams);
@@ -181,10 +297,11 @@ namespace AntSK.Domain.Domain.Service
                Structs.TextToImageParams textToImageParams = new Structs.TextToImageParams
                {
                    Prompt = prompt,
-                    NegativePrompt = "2d, 3d, cartoon, paintings",
+                    NegativePrompt = "bad quality, wrong image, worst quality",
                    SampleMethod = (Structs.SampleMethod)Enum.Parse(typeof(Structs.SampleMethod), "EULER_A"),
-                    Width = 256,
-                    Height = 256,
+                    //the base image size in SD1.5 is 512x512
+                    Width = 512,
+                    Height = 512,
                    NormalizeInput = true,
                    ClipSkip = -1,
                    CfgScale = 7,
@@ -201,7 +318,7 @@ namespace AntSK.Domain.Domain.Service
            }
        }

-        public async Task<ChatHistory> GetChatHistory(List<MessageInfo> MessageList)
+        public async Task<ChatHistory> GetChatHistory(List<Chats> MessageList)
        {
            ChatHistory history = new ChatHistory();
            if (MessageList.Count > 1)
--- a/src/AntSK.Domain/Domain/Service/ImportKMSService.cs
+++ b/src/AntSK.Domain/Domain/Service/ImportKMSService.cs
@@ -24,18 +24,40 @@ namespace AntSK.Domain.Domain.Service
            try
            {
                var km = _kmss_Repositories.GetFirst(p => p.Id == req.KmsId);
-
                var _memory = _kMService.GetMemoryByKMS(km.Id);
                string fileid = req.KmsDetail.Id;
+                List<string> step = new List<string>();
+                if (req.IsQA)
+                {
+                    _memory.Orchestrator.AddHandler<TextExtractionHandler>("extract_text");
+                    _memory.Orchestrator.AddHandler<QAHandler>(km.ChatModelID);
+                    _memory.Orchestrator.AddHandler<GenerateEmbeddingsHandler>("generate_embeddings");
+                    _memory.Orchestrator.AddHandler<SaveRecordsHandler>("save_memory_records");
+                    step.Add("extract_text");
+                    step.Add(km.ChatModelID);
+                    step.Add("generate_embeddings");
+                    step.Add("save_memory_records");
+                }
+
                switch (req.ImportType)
                {
                    case ImportType.File:
-                        //导入文件
                        {
-                            var importResult = _memory.ImportDocumentAsync(new Document(fileid)
-                          .AddFile(req.FilePath)
-                          .AddTag(KmsConstantcs.KmsIdTag, req.KmsId)
-                          , index: KmsConstantcs.KmsIndex).Result;
+                            //导入文件
+                            if (req.IsQA)
+                            {
+                                var importResult = _memory.ImportDocumentAsync(new Document(fileid)
+                                .AddFile(req.FilePath)
+                                .AddTag(KmsConstantcs.KmsIdTag, req.KmsId)
+                                ,index: KmsConstantcs.KmsIndex ,steps: step.ToArray()).Result;
+                            }
+                            else 
+                            {
+                                var importResult = _memory.ImportDocumentAsync(new Document(fileid)
+                                 .AddFile(req.FilePath)
+                                 .AddTag(KmsConstantcs.KmsIdTag, req.KmsId)
+                             , index: KmsConstantcs.KmsIndex).Result;
+                            }
                            //查询文档数量
                            var docTextList = _kMService.GetDocumentByFileID(km.Id, fileid).Result;
                            string fileGuidName = Path.GetFileName(req.FilePath);
@@ -48,8 +70,16 @@ namespace AntSK.Domain.Domain.Service
                    case ImportType.Url:
                        {
                            //导入url                  
-                            var importResult = _memory.ImportWebPageAsync(req.Url, fileid, new TagCollection() { { KmsConstantcs.KmsIdTag, req.KmsId } }
-                                 , index: KmsConstantcs.KmsIndex).Result;
+                            if (req.IsQA)
+                            {
+                                var importResult = _memory.ImportWebPageAsync(req.Url, fileid, new TagCollection() { { KmsConstantcs.KmsIdTag, req.KmsId } }
+                                , index: KmsConstantcs.KmsIndex, steps: step.ToArray()).Result;
+                            }
+                            else 
+                            {
+                                var importResult = _memory.ImportWebPageAsync(req.Url, fileid, new TagCollection() { { KmsConstantcs.KmsIdTag, req.KmsId } }
+                                , index: KmsConstantcs.KmsIndex).Result;
+                            }  
                            //查询文档数量
                            var docTextList = _kMService.GetDocumentByFileID(km.Id, fileid).Result;
                            req.KmsDetail.Url = req.Url;
@@ -59,8 +89,16 @@ namespace AntSK.Domain.Domain.Service
                    case ImportType.Text:
                        //导入文本
                        {
-                            var importResult = _memory.ImportTextAsync(req.Text, fileid, new TagCollection() { { KmsConstantcs.KmsIdTag, req.KmsId } }
-                                , index: KmsConstantcs.KmsIndex).Result;
+                            if (req.IsQA)
+                            {
+                                var importResult = _memory.ImportTextAsync(req.Text, fileid, new TagCollection() { { KmsConstantcs.KmsIdTag, req.KmsId } }
+                                , index: KmsConstantcs.KmsIndex, steps: step.ToArray()).Result;
+                            }
+                            else 
+                            {
+                                var importResult = _memory.ImportTextAsync(req.Text, fileid, new TagCollection() { { KmsConstantcs.KmsIdTag, req.KmsId } }
+                                   , index: KmsConstantcs.KmsIndex).Result;
+                            }                  
                            //查询文档数量
                            var docTextList = _kMService.GetDocumentByFileID(km.Id, fileid).Result;
                            req.KmsDetail.Url = req.Url;
@@ -71,8 +109,7 @@ namespace AntSK.Domain.Domain.Service
                    case ImportType.Excel:
                        using (var fs = File.OpenRead(req.FilePath))
                        {
-                            var excelList= ExeclHelper.ExcelToList<KMSExcelModel>(fs);
-                            
+                            var excelList= ExeclHelper.ExcelToList<KMSExcelModel>(fs);           
                            _memory.Orchestrator.AddHandler<TextExtractionHandler>("extract_text");
                            _memory.Orchestrator.AddHandler<KMExcelHandler>("antsk_excel_split");
                            _memory.Orchestrator.AddHandler<GenerateEmbeddingsHandler>("generate_embeddings");
--- a/src/AntSK.Domain/Domain/Service/KMService.cs
+++ b/src/AntSK.Domain/Domain/Service/KMService.cs
@@ -8,6 +8,7 @@ using AntSK.Domain.Domain.Other;
 using AntSK.Domain.Options;
 using AntSK.Domain.Repositories;
 using AntSK.Domain.Utils;
+using AntSK.OCR;
 using DocumentFormat.OpenXml.Drawing.Diagrams;
 using LLama;
 using LLamaSharp.KernelMemory;
@@ -16,6 +17,7 @@ using Microsoft.AspNetCore.Components;
 using Microsoft.Extensions.Configuration;
 using Microsoft.KernelMemory;
 using Microsoft.KernelMemory.Configuration;
+using Microsoft.KernelMemory.DataFormats;
 using Microsoft.KernelMemory.FileSystem.DevTools;
 using Microsoft.KernelMemory.MemoryStorage;
 using Microsoft.KernelMemory.MemoryStorage.DevTools;
@@ -27,7 +29,8 @@ namespace AntSK.Domain.Domain.Service
    public class KMService(
        IKmss_Repositories _kmss_Repositories,
        IAIModels_Repositories _aIModels_Repositories,
-        IMessageService? _message
+        IMessageService? _message,
+        IKernelService _kernelService
    ) : IKMService
    {
        private MemoryServerless _memory;
@@ -42,14 +45,30 @@ namespace AntSK.Domain.Domain.Service
            var embedModel = _aIModels_Repositories.GetFirst(p => p.Id == app.EmbeddingModelID);
            var chatHttpClient = OpenAIHttpClientHandlerUtil.GetHttpClient(chatModel.EndPoint);
            var embeddingHttpClient = OpenAIHttpClientHandlerUtil.GetHttpClient(embedModel.EndPoint);
-
-            var searchClientConfig = new SearchClientConfig
+            SearchClientConfig searchClientConfig;
+            if (string.IsNullOrEmpty(app.RerankModelID))
            {
-                MaxAskPromptSize = app.MaxAskPromptSize,
-                MaxMatchesCount = app.MaxMatchesCount,
-                AnswerTokens = app.AnswerTokens,
-                EmptyAnswer = KmsConstantcs.KmsSearchNull
-            };
+                //不重排直接取查询数
+                searchClientConfig = new SearchClientConfig
+                {
+                    MaxAskPromptSize = app.MaxAskPromptSize,
+                    MaxMatchesCount = app.MaxMatchesCount,
+                    AnswerTokens = app.AnswerTokens,
+                    EmptyAnswer = KmsConstantcs.KmsSearchNull
+                };
+            }
+            else 
+            {
+                //重排取rerank数
+                searchClientConfig = new SearchClientConfig
+                {
+                    MaxAskPromptSize = app.MaxAskPromptSize,
+                    MaxMatchesCount = app.RerankCount,
+                    AnswerTokens = app.AnswerTokens,
+                    EmptyAnswer = KmsConstantcs.KmsSearchNull
+                };
+            }
+           

            var memoryBuild = new KernelMemoryBuilder()
                  .WithSearchClientConfig(searchClientConfig)
@@ -104,14 +123,16 @@ namespace AntSK.Domain.Domain.Service
                        MaxTokensPerParagraph = kms.MaxTokensPerParagraph,
                        OverlappingTokens = kms.OverlappingTokens
                    });
+                //加载OCR
+                WithOcr(memoryBuild, kms);
                //加载会话模型
                WithTextGenerationByAIType(memoryBuild, chatModel, chatHttpClient);
                //加载向量模型
                WithTextEmbeddingGenerationByAIType(memoryBuild, embedModel, embeddingHttpClient);
                //加载向量库
                WithMemoryDbByVectorDB(memoryBuild);
-
-                _memory = memoryBuild.Build<MemoryServerless>();
+              
+                _memory = memoryBuild.AddSingleton<IKernelService>(_kernelService).Build<MemoryServerless>();
                return _memory;
            }
            //else {
@@ -119,6 +140,14 @@ namespace AntSK.Domain.Domain.Service
            //}
        }

+        private static void WithOcr(IKernelMemoryBuilder memoryBuild, Kmss kms)
+        {
+            if (kms.IsOCR == 1)
+            {
+                memoryBuild.WithCustomImageOcr(new AntSKOcrEngine());
+            }
+        }
+
        private void WithTextEmbeddingGenerationByAIType(IKernelMemoryBuilder memory, AIModels embedModel,
            HttpClient embeddingHttpClient)
        {
@@ -193,7 +222,7 @@ namespace AntSK.Domain.Domain.Service

                    memory.WithOpenAITextGeneration(new OpenAIConfig()
                    {
-                        APIKey = "123",
+                        APIKey = "NotNull",
                        TextModel = chatModel.ModelName
                    }, null, chatHttpClient);
                    break;
@@ -262,7 +291,7 @@ namespace AntSK.Domain.Domain.Service
            {
                foreach (var memoryDb in memoryDbs)
                {
-                    var items = await memoryDb.GetListAsync(memoryIndex.Name, new List<MemoryFilter>() { new MemoryFilter().ByDocument(fileId) }, 100, true).ToListAsync();
+                    var items = await memoryDb.GetListAsync(memoryIndex.Name, new List<MemoryFilter>() { new MemoryFilter().ByDocument(fileId) }, 1000, true).ToListAsync();
                    docTextList.AddRange(items.Select(item => new KMFile()
                    {
                        DocumentId = item.GetDocumentId(),
@@ -319,7 +348,10 @@ namespace AntSK.Domain.Domain.Service
                "application/pdf",
                "application/json",
                "text/x-markdown",
-                "text/markdown"
+                "text/markdown",
+                "image/jpeg",
+                "image/png",
+                "image/tiff"
            };

            string[] exceptExts = [".md", ".pdf"];
--- a/src/AntSK.Domain/Domain/Service/KernelService.cs
+++ b/src/AntSK.Domain/Domain/Service/KernelService.cs
@@ -18,6 +18,8 @@ using AntSK.Domain.Domain.Model.Enum;
 using AntSK.LLM.LLamaFactory;
 using System.Reflection;
 using DocumentFormat.OpenXml.Drawing;
+using Microsoft.KernelMemory;
+using OpenCvSharp.ML;

 namespace AntSK.Domain.Domain.Service
 {
@@ -57,7 +59,7 @@ namespace AntSK.Domain.Domain.Service
                var chatHttpClient = OpenAIHttpClientHandlerUtil.GetHttpClient(chatModel.EndPoint);

                var builder = Kernel.CreateBuilder();
-                WithTextGenerationByAIType(builder, app, chatModel, chatHttpClient);
+                WithTextGenerationByAIType(builder, chatModel, chatHttpClient);

                _kernel = builder.Build();
                RegisterPluginsWithKernel(_kernel);
@@ -69,7 +71,18 @@ namespace AntSK.Domain.Domain.Service
            //}
        }

-        private void WithTextGenerationByAIType(IKernelBuilder builder, Apps app, AIModels chatModel, HttpClient chatHttpClient)
+        public Kernel GetKernelByAIModelID(string modelid)
+        {
+            var chatModel = _aIModels_Repositories.GetById(modelid);
+            var chatHttpClient = OpenAIHttpClientHandlerUtil.GetHttpClient(chatModel.EndPoint);
+            var builder = Kernel.CreateBuilder();
+            WithTextGenerationByAIType(builder, chatModel, chatHttpClient);
+            _kernel = builder.Build();
+            RegisterPluginsWithKernel(_kernel);
+            return _kernel;
+        }
+
+        private void WithTextGenerationByAIType(IKernelBuilder builder,AIModels chatModel, HttpClient chatHttpClient)
        {
            switch (chatModel.AIType)
            {
@@ -96,7 +109,7 @@ namespace AntSK.Domain.Domain.Service

                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));
+                    builder.Services.AddKeyedSingleton<ITextGenerationService>("spark-desk", new SparkDeskTextCompletion(options, chatModel.Id));
                    break;

                case Model.Enum.AIType.DashScope:
--- a/src/AntSK.Domain/Domain/Service/LLamaFactoryService.cs
+++ b/src/AntSK.Domain/Domain/Service/LLamaFactoryService.cs
@@ -92,9 +92,9 @@ namespace AntSK.Domain.Domain.Service
                        WorkingDirectory = Path.Combine(Path.GetDirectoryName(System.Reflection.Assembly.GetEntryAssembly().Location), "llamafactory"),
                    }
                };
-                process.StartInfo.Environment["CUDA_VISIBLE_DEVICES"] = "0";
+                process.StartInfo.Environment["CUDA_VISIBLE_DEVICES"] = Environment.GetEnvironmentVariable("CUDA_VISIBLE_DEVICES") ?? "0";
                process.StartInfo.Environment["API_PORT"] = "8000";
-                process.StartInfo.EnvironmentVariables["USE_MODELSCOPE_HUB"] = "1";
+                process.StartInfo.EnvironmentVariables["USE_MODELSCOPE_HUB"] = Environment.GetEnvironmentVariable("USE_MODELSCOPE_HUB") ?? "1";
                process.OutputDataReceived += (sender, eventArgs) =>
                {
                    Console.WriteLine($"{eventArgs.Data}");
--- a/src/AntSK.Domain/Repositories/AI/App/Apps.cs
+++ b/src/AntSK.Domain/Repositories/AI/App/Apps.cs
@@ -44,6 +44,9 @@ namespace AntSK.Domain.Repositories
        /// </summary>
        public string? EmbeddingModelID { get; set; }

+        public string? RerankModelID { get; set; }
+
+
        public string? ImageModelID { get; set; }
        /// <summary>
        /// 温度
@@ -83,7 +86,7 @@ namespace AntSK.Domain.Repositories
        /// 相似度
        /// </summary>
        [SugarColumn(DefaultValue = "70")]
-        public double Relevance { get; set; } = 70;
+        public double Relevance { get; set; } = 70f;

        /// <summary>
        /// 提问最大token数
@@ -96,6 +99,9 @@ namespace AntSK.Domain.Repositories
        [SugarColumn(DefaultValue = "3")]
        public int MaxMatchesCount { get; set; } = 3;

+
+        [SugarColumn(DefaultValue = "20")]
+        public int RerankCount { get; set; } = 20;
        /// <summary>
        /// 回答最大token数
        /// </summary>
--- a/src/AntSK.Domain/Repositories/AI/Chat/Chats.cs
+++ b/src/AntSK.Domain/Repositories/AI/Chat/Chats.cs
@@ -0,0 +1,41 @@
+using AntSK.Domain.Domain.Model.Enum;
+using SqlSugar;
+using System.ComponentModel.DataAnnotations;
+
+namespace AntSK.Domain.Repositories
+{
+    [SugarTable("Chats")]
+    public partial class Chats
+    {
+        [SugarColumn(IsPrimaryKey = true)]
+        public string Id { get; set; }
+
+        /// <summary>
+        /// 用户名
+        /// </summary>
+        public string UserName { get; set; }
+        /// <summary>
+        /// 应用ID
+        /// </summary>
+        public string AppId { get; set; }
+        /// <summary>
+        /// 消息内容
+        /// </summary>
+        [SugarColumn(ColumnDataType = "varchar(4000)")]
+        public string Context { get; set; } = "";
+
+        /// <summary>
+        /// 发送是true  接收是false
+        /// </summary>
+        public bool IsSend { get; set; } = false;
+        /// <summary>
+        /// 创建事件
+        /// </summary>
+        public DateTime CreateTime { get; set; }
+
+        /// <summary>
+        /// 文件名
+        /// </summary>
+        public string? FileName { get; set; }
+    }
+}
--- a/src/AntSK.Domain/Repositories/AI/Chat/Chats_Repositories.cs
+++ b/src/AntSK.Domain/Repositories/AI/Chat/Chats_Repositories.cs
@@ -0,0 +1,11 @@
+
+using AntSK.Domain.Common.DependencyInjection;
+using AntSK.Domain.Repositories.Base;
+
+namespace AntSK.Domain.Repositories
+{
+    [ServiceDescription(typeof(IChats_Repositories), ServiceLifetime.Scoped)]
+    public class Chats_Repositories : Repository<Chats>, IChats_Repositories
+    {
+    }
+}
--- a/src/AntSK.Domain/Repositories/AI/Chat/IChats_Repositories.cs
+++ b/src/AntSK.Domain/Repositories/AI/Chat/IChats_Repositories.cs
@@ -0,0 +1,8 @@
+using AntSK.Domain.Repositories.Base;
+
+namespace AntSK.Domain.Repositories
+{
+    public interface IChats_Repositories : IRepository<Chats>
+    {
+    }
+}
--- a/src/AntSK.Domain/Repositories/AI/Kms/Kmss.cs
+++ b/src/AntSK.Domain/Repositories/AI/Kms/Kmss.cs
@@ -55,6 +55,7 @@ namespace AntSK.Domain.Repositories
        [SugarColumn(DefaultValue = "49")]
        public int OverlappingTokens { get; set; } = 49;

-
+        [SugarColumn(DefaultValue = "0")]
+        public int IsOCR { get; set; } = 0;
    }
 }
--- a/src/AntSK.LLamaFactory/requirements.txt
+++ b/src/AntSK.LLamaFactory/requirements.txt
@@ -17,4 +17,5 @@ matplotlib
 fire
 modelscope
 langchain-community
-sentence_transformers
+sentence_transformers
+FlagEmbedding
--- a/src/AntSK.OCR/AntSK.OCR.csproj
+++ b/src/AntSK.OCR/AntSK.OCR.csproj
@@ -0,0 +1,19 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <TargetFramework>net8.0</TargetFramework>
+    <ImplicitUsings>enable</ImplicitUsings>
+    <Nullable>enable</Nullable>
+  </PropertyGroup>
+  <ItemGroup>
+    <PackageReference Include="Microsoft.KernelMemory.Core" Version="$(KMVersion)" />
+    <PackageReference Include="OpenCvSharp4.runtime.win" Version="4.9.0.20240103" />
+    <PackageReference Include="Sdcb.OpenCvSharp4.mini.runtime.debian.12-x64" Version="4.8.0.20231125" />
+    <PackageReference Include="Sdcb.OpenVINO" Version="0.6.4" />
+    <PackageReference Include="Sdcb.OpenVINO.PaddleOCR.Models.Online" Version="0.6.2" />
+    <PackageReference Include="Sdcb.OpenVINO.PaddleOCR" Version="0.6.3" />
+    <PackageReference Include="Sdcb.OpenVINO.runtime.ubuntu.22.04-x64" Version="2024.0.0" />
+    <PackageReference Include="Sdcb.OpenVINO.runtime.win-x64" Version="2024.0.0" />
+    
+  </ItemGroup>
+</Project>
--- a/src/AntSK.OCR/AntSKOcrEngine.cs
+++ b/src/AntSK.OCR/AntSKOcrEngine.cs
@@ -0,0 +1,56 @@
+using Microsoft.KernelMemory.DataFormats;
+using Sdcb.OpenVINO.PaddleOCR;
+using Sdcb.OpenVINO.PaddleOCR.Models.Online;
+using Sdcb.OpenVINO.PaddleOCR.Models;
+using OpenCvSharp;
+
+namespace AntSK.OCR
+{
+    /// <summary>
+    /// OCR
+    /// </summary>
+    public class AntSKOcrEngine : IOcrEngine
+    {
+        FullOcrModel model;
+        public Task<string> ExtractTextFromImageAsync(Stream imageContent, CancellationToken cancellationToken = default)
+        {
+            try
+            {
+                if (model == null)
+                {
+                    model = OnlineFullModels.ChineseV4.DownloadAsync().Result;
+                }
+                using (PaddleOcrAll all = new(model)
+                {
+                    AllowRotateDetection = true,
+                    Enable180Classification = true,
+                })
+                {
+                    Mat src = Cv2.ImDecode(StreamToByte(imageContent), ImreadModes.Color);
+                    PaddleOcrResult result = all.Run(src);
+                    return Task.FromResult(result.Text);
+                }
+            }
+            catch (Exception ex)
+            {
+                Console.WriteLine(ex.Message);
+                return Task.FromResult("");
+            }
+        }
+
+        private byte[] StreamToByte(Stream stream)
+        {
+            using (var memoryStream = new MemoryStream())
+            {
+                byte[] buffer = new byte[1024]; //自定义大小，例如 1024
+                int bytesRead;
+                while ((bytesRead = stream.Read(buffer, 0, buffer.Length)) > 0)
+                {
+                    memoryStream.Write(buffer, 0, bytesRead);
+                }
+                byte[] bytes = memoryStream.ToArray();
+                return bytes;
+            }
+        }
+    }
+}
--- a/src/AntSK.OCR/Directory.Build.props
+++ b/src/AntSK.OCR/Directory.Build.props
@@ -0,0 +1,8 @@
+<Project>
+  <!-- See https://aka.ms/dotnet/msbuild/customize for more details on customizing your build -->
+  <PropertyGroup>
+
+    <KMVersion>0.36.240416.1</KMVersion>
+    <LLamaSharpVersion>0.11.2</LLamaSharpVersion>
+  </PropertyGroup>
+</Project>
--- a/src/AntSK.PyNet/AntSK.PyNet.csproj
+++ b/src/AntSK.PyNet/AntSK.PyNet.csproj
@@ -1,9 +0,0 @@
-<Project Sdk="Microsoft.NET.Sdk">
-
-  <PropertyGroup>
-    <TargetFramework>net8.0</TargetFramework>
-    <ImplicitUsings>enable</ImplicitUsings>
-    <Nullable>enable</Nullable>
-  </PropertyGroup>
-
-</Project>
--- a/src/AntSK.PyNet/Class1.cs
+++ b/src/AntSK.PyNet/Class1.cs
@@ -1,7 +0,0 @@
-namespace AntSK.PyNet
-{
-    public class Class1
-    {
-
-    }
-}
--- a/src/AntSK.Test/TestFunctionImport.cs
+++ b/src/AntSK.Test/TestFunctionImport.cs
--- a/src/AntSK.sln
+++ b/src/AntSK.sln
@@ -12,6 +12,7 @@ Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "Docker", "Docker", "{9F2E19
 		..\docker-compose.simple.yml = ..\docker-compose.simple.yml
 		..\docker-compose.yml = ..\docker-compose.yml
 		..\Dockerfile = ..\Dockerfile
+		..\Dockerfile-py = ..\Dockerfile-py
 	EndProjectSection
 EndProject
 Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "MiddleWare", "MiddleWare", "{40DDB1DC-571B-4A95-9F34-47F52981C511}"
@@ -24,6 +25,8 @@ Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "AntSK.Test", "AntSK.Test\An
 EndProject
 Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "AntSK.LLamaFactory", "AntSK.LLamaFactory\AntSK.LLamaFactory.csproj", "{664DFA1F-68B7-49C7-B889-FA14D1756D3D}"
 EndProject
+Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "AntSK.OCR", "AntSK.OCR\AntSK.OCR.csproj", "{6195F7AA-18C2-4372-85CA-11FC4B522686}"
+EndProject
 Global
 	GlobalSection(SolutionConfigurationPlatforms) = preSolution
 		Debug|Any CPU = Debug|Any CPU
@@ -54,6 +57,10 @@ Global
 		{664DFA1F-68B7-49C7-B889-FA14D1756D3D}.Debug|Any CPU.Build.0 = Debug|Any CPU
 		{664DFA1F-68B7-49C7-B889-FA14D1756D3D}.Release|Any CPU.ActiveCfg = Release|Any CPU
 		{664DFA1F-68B7-49C7-B889-FA14D1756D3D}.Release|Any CPU.Build.0 = Release|Any CPU
+		{6195F7AA-18C2-4372-85CA-11FC4B522686}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+		{6195F7AA-18C2-4372-85CA-11FC4B522686}.Debug|Any CPU.Build.0 = Debug|Any CPU
+		{6195F7AA-18C2-4372-85CA-11FC4B522686}.Release|Any CPU.ActiveCfg = Release|Any CPU
+		{6195F7AA-18C2-4372-85CA-11FC4B522686}.Release|Any CPU.Build.0 = Release|Any CPU
 	EndGlobalSection
 	GlobalSection(SolutionProperties) = preSolution
 		HideSolutionNode = FALSE
--- a/src/AntSK/AntSK.csproj
+++ b/src/AntSK/AntSK.csproj
@@ -15,13 +15,11 @@
    <None Remove="llamafactory\**" />
  </ItemGroup>
  <ItemGroup>
-
-    
    <PackageReference Include="Microsoft.AspNetCore.Authorization" Version="8.0.2" />
    <PackageReference Include="Microsoft.AspNetCore.Components.Authorization" Version="8.0.2" />
    <PackageReference Include="Microsoft.AspNetCore.Components.WebAssembly.Authentication" Version="8.0.2" />
    <PackageReference Include="System.Net.Http.Json" Version="8.0.0" />
-	<PackageReference Include="Downloader" Version="3.0.6" />
+    <PackageReference Include="Downloader" Version="3.0.6" />
  </ItemGroup>

  <ItemGroup>
@@ -29,11 +27,8 @@
  </ItemGroup>

  <ItemGroup>
-    <None Update="plugins\KMSPlugin\Ask1\skprompt.txt">
+    <None Update="plugins\**">
      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
-    </None>
-    <None Update="plugins\KMSPlugin\Ask\skprompt.txt">
-      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
-    </None>
+    </None>  
  </ItemGroup>
 </Project>
--- a/src/AntSK/Controllers/InitController.cs
+++ b/src/AntSK/Controllers/InitController.cs
@@ -1,35 +0,0 @@
-using AntSK.Domain.Repositories;
-using Microsoft.AspNetCore.Mvc;
-
-namespace AntSK.Controllers
-{
-    [Route("api/[controller]/[action]")]
-    [ApiController]
-    public class InitController : ControllerBase
-    {
-        private readonly IApps_Repositories _repository;
-
-        public InitController(IApps_Repositories repository)
-        {
-            _repository = repository;
-        }
-        /// <summary>
-        /// 初始化DB 和表
-        /// </summary>
-        /// <returns></returns>
-        [HttpPost]
-        public IActionResult InitTable()
-        {
-            _repository.GetDB().DbMaintenance.CreateDatabase();
-            _repository.GetDB().CodeFirst.InitTables(typeof(Apps));
-            _repository.GetDB().CodeFirst.InitTables(typeof(Kmss));
-            _repository.GetDB().CodeFirst.InitTables(typeof(KmsDetails));
-            _repository.GetDB().CodeFirst.InitTables(typeof(Users));
-            _repository.GetDB().CodeFirst.InitTables(typeof(Apis));
-            _repository.GetDB().CodeFirst.InitTables(typeof(AIModels));
-            //创建vector插件如果数据库没有则需要提供支持向量的数据库
-            _repository.GetDB().Ado.ExecuteCommandAsync($"CREATE EXTENSION IF NOT EXISTS vector;");
-            return Ok();
-        }
-    }
-}
--- a/src/AntSK/Controllers/KMSController.cs
+++ b/src/AntSK/Controllers/KMSController.cs
@@ -1,10 +1,17 @@
-using AntSK.BackgroundTask;
+using AntDesign;
+using AntSK.BackgroundTask;
 using AntSK.Domain.Common.Map;
 using AntSK.Domain.Domain.Interface;
 using AntSK.Domain.Domain.Model;
 using AntSK.Domain.Domain.Model.Enum;
+using AntSK.Domain.Domain.Service;
 using AntSK.Domain.Repositories;
+using AntSK.Domain.Utils;
+using Microsoft.AspNetCore.Components.Forms;
 using Microsoft.AspNetCore.Mvc;
+using Microsoft.SemanticKernel;
+using Microsoft.SemanticKernel.Text;
+using System.Text.RegularExpressions;

 namespace AntSK.Controllers
 {
@@ -17,14 +24,17 @@ namespace AntSK.Controllers
    {
        private readonly IKmsDetails_Repositories _kmsDetailsRepositories;
        private readonly BackgroundTaskBroker<ImportKMSTaskReq> _taskBroker;
+        private readonly IKernelService _kernelService;

        public KMSController(
            IKmsDetails_Repositories kmsDetailsRepositories,
-            BackgroundTaskBroker<ImportKMSTaskReq> taskBroker
+            BackgroundTaskBroker<ImportKMSTaskReq> taskBroker,
+            IKernelService kernelService
        )
        {
            _kmsDetailsRepositories = kmsDetailsRepositories;
            _taskBroker = taskBroker;
+            _kernelService = kernelService;
        }

        /// <summary>
@@ -47,8 +57,34 @@ namespace AntSK.Controllers

            await _kmsDetailsRepositories.InsertAsync(detail);
            req.KmsDetail = detail;
+            req.IsQA=model.IsQA;
            _taskBroker.QueueWorkItem(req);
            return Ok();
        }
+
+        [HttpPost]
+        public async Task<IActionResult> QA(QAModel model)
+        {
+            var kernel = _kernelService.GetKernelByAIModelID(model.ChatModelId);
+            var lines = TextChunker.SplitPlainTextLines(model.Context, 299);
+            var paragraphs = TextChunker.SplitPlainTextParagraphs(lines, 4000);
+            KernelFunction jsonFun = kernel.Plugins.GetFunction("KMSPlugin", "QA");
+
+            List<string> qaList = new List<string>();
+            foreach (var para in paragraphs)
+            {
+                var qaresult = await kernel.InvokeAsync(function: jsonFun, new KernelArguments() { ["input"] = para });
+                var qaListStr = qaresult.GetValue<string>().ConvertToString();
+
+                string pattern = @"Q\d+:.*?A\d+:.*?(?=(Q\d+:|$))";
+                RegexOptions options = RegexOptions.Singleline;
+
+                foreach (Match match in Regex.Matches(qaListStr, pattern, options))
+                {
+                    qaList.Add(match.Value.Trim()); // Trim用于删除可能的首尾空格
+                }
+            }
+            return Ok(qaList);
+        }
    }
 }
--- a/src/AntSK/Layouts/BasicLayout.razor
+++ b/src/AntSK/Layouts/BasicLayout.razor
@@ -8,7 +8,7 @@
@inject INotificationService _notice
@inherits LayoutComponentBase

-<AntDesign.ProLayout.BasicLayout Logo="@("https://gw.alipayobjects.com/zos/rmsportal/KDpgvguMpGfqaHPjicRK.svg")"
+<AntDesign.ProLayout.BasicLayout Logo="@("/assets/logo.svg")"
                                 MenuData="_menuData">
    <RightContentRender>
        <AntSK.Components.RightContent />
--- a/src/AntSK/Pages/AppPage/AddApp.razor
+++ b/src/AntSK/Pages/AppPage/AddApp.razor
@@ -61,6 +61,7 @@
                        <span>更发散</span>
                    </FormItem>
                }
+
                else              
                {
                    <FormItem Label="图片模型" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
@@ -124,6 +125,17 @@
                        </Select>
                        <Button Type="@ButtonType.Link" OnClick="NavigateKmsList">去创建</Button>
                    </FormItem>
+                    <FormItem Label="Rerank重排模型" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
+                        <Select DataSource="@_rerankList"
+                                @bind-Value="@context.RerankModelID"
+                                ValueProperty="c=>c.Id"
+                                LabelProperty="c=>'【'+c.AIType.ToString()+'】'+c.ModelDescription">
+                        </Select>
+                        <Button Type="@ButtonType.Link" OnClick="NavigateModelList">去创建</Button>
+                    </FormItem>
+                    <FormItem Label="Rerank数" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
+                        <AntDesign.InputNumber @bind-Value="context.RerankCount" PlaceHolder="Rerank数"></AntDesign.InputNumber>
+                    </FormItem>
                    <FormItem Label="提问最大token数" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
                        <AntDesign.InputNumber @bind-Value="context.MaxAskPromptSize" PlaceHolder="提问最大token数"></AntDesign.InputNumber>
                    </FormItem>              
--- a/src/AntSK/Pages/AppPage/AddApp.razor.cs
+++ b/src/AntSK/Pages/AppPage/AddApp.razor.cs
@@ -47,6 +47,7 @@ namespace AntSK.Pages.AppPage

        private List<AIModels> _chatList;
        private List<AIModels> _embedingList;
+        private List<AIModels> _rerankList;
        private List<AIModels> _imageList;
        protected override async Task OnInitializedAsync()
        {
@@ -56,6 +57,7 @@ namespace AntSK.Pages.AppPage
            var models=_aimodels_Repositories.GetList();
            _chatList = models.Where(p => p.AIModelType == AIModelType.Chat).ToList();
            _embedingList = models.Where(p => p.AIModelType == AIModelType.Embedding).ToList();
+            _rerankList = models.Where(p => p.AIModelType == AIModelType.Rerank).ToList();
            _imageList = models.Where(p => p.AIModelType == AIModelType.Image).ToList();

            _functionService.SearchMarkedMethods();
@@ -141,7 +143,7 @@ namespace AntSK.Pages.AppPage

        private void NavigateModelList()
        {
-            NavigationManager.NavigateTo("/setting/modellist");
+            NavigationManager.NavigateTo("/modelmanager/modellist");
        }

        private void NavigateKmsList()
--- a/src/AntSK/Pages/ChatPage/Chat.razor
+++ b/src/AntSK/Pages/ChatPage/Chat.razor
@@ -9,7 +9,7 @@
@inherits AuthComponentBase

 <GridRow Gutter="(16, 16)">
-    <GridCol Span="12">
+    <GridCol Span="14">
        <Card Style="height:75vh;overflow: auto;">
            <TitleTemplate>
                <Icon Type="setting" /> 选择应用
@@ -30,7 +30,7 @@
            </Body>
        </Card>
    </GridCol>
-    <GridCol Span="12">
+    <GridCol Span="10">
        <Card Style="height: 75vh;overflow: auto;">
            <TitleTemplate>
                <Icon Type="search" /> 调试结果
@@ -41,7 +41,14 @@
            <Body>
                <AntList Bordered DataSource="@_relevantSources" Style="padding:10px;">
                    <ChildContent Context="item">
-                        <span> <b>@item.SourceName </b>  相似度：<Text Mark> @item.Relevance</Text></span>
+                        <span> <b>@item.SourceName </b>  </span>
+                        <br/>
+                        <span>相似度：<Text Mark> @item.Relevance</Text></span>
+                        @if (@item.RerankScore != 0)
+                        {
+                            <br/>
+                            <span> Rerank相关性：<Text Mark> @item.RerankScore</Text></span>
+                        }
                        <Body>
                            @((MarkupString)(@item.Text))
                        </Body>
--- a/src/AntSK/Pages/ChatPage/Components/ChatView.razor.cs
+++ b/src/AntSK/Pages/ChatPage/Components/ChatView.razor.cs
@@ -6,14 +6,18 @@ using AntSK.Domain.Domain.Model.Enum;
 using AntSK.Domain.Repositories;
 using AntSK.Domain.Utils;
 using AntSK.LLM.StableDiffusion;
+using AntSK.Models;
 using Blazored.LocalStorage;
+using DocumentFormat.OpenXml.InkML;
 using Markdig;
 using Microsoft.AspNetCore.Components;
+using Microsoft.AspNetCore.Components.Server.ProtectedBrowserStorage;
 using Microsoft.JSInterop;
 using Microsoft.SemanticKernel;
 using Microsoft.SemanticKernel.ChatCompletion;
 using Microsoft.SemanticKernel.Connectors.OpenAI;
 using Newtonsoft.Json;
+using System.Collections.Generic;

 namespace AntSK.Pages.ChatPage.Components
 {
@@ -36,8 +40,10 @@ namespace AntSK.Pages.ChatPage.Components
        [Inject] IChatService _chatService { get; set; }
        [Inject] IJSRuntime _JSRuntime { get; set; }
        [Inject] ILocalStorageService _localStorage { get; set; }
+        [Inject] IChats_Repositories _chats_Repositories { get; set; }
+        [Inject] ProtectedSessionStorage _protectedSessionStore { get; set; }

-        protected List<MessageInfo> MessageList = [];
+        protected List<Chats> MessageList = [];
        protected string? _messageInput;
        protected string _json = "";
        protected bool Sendding = false;
@@ -48,25 +54,87 @@ namespace AntSK.Pages.ChatPage.Components

        private List<RelevantSource> _relevantSources = new List<RelevantSource>();

+        private string _userName { get; set; }
+
        protected override async Task OnInitializedAsync()
        {
            await base.OnInitializedAsync();
            await LoadData();
-            var msgs = await _localStorage.GetItemAsync<List<MessageInfo>>("msgs");
+          
+        }
+
+        protected override async Task OnParametersSetAsync()
+        {
+            await LoadData();
+        }
+
+        /// <summary>
+        /// 初始化加载数据
+        /// </summary>
+        /// <returns></returns>
+        private async Task LoadData()
+        {
+            app = _apps_Repositories.GetFirst(p => p.Id == AppId);
+            var userSessionStorageResult = await _protectedSessionStore.GetAsync<UserSession>("UserSession");
+            var userSession = userSessionStorageResult.Success ? userSessionStorageResult.Value : null;
+            _userName = userSession?.UserName;
+            await GetMsgList();
+        }
+        /// <summary>
+        /// 获取聊天记录列表
+        /// </summary>
+        /// <returns></returns>
+        private async Task GetMsgList()
+        {
+            List<Chats> msgs = new List<Chats>();
+            if (string.IsNullOrEmpty(_userName))
+            {
+                //匿名访问使用localstore
+                 msgs = await _localStorage.GetItemAsync<List<Chats>>($"msgs:{AppId}");
+            }
+            else 
+            {
+                msgs = await _chats_Repositories.GetListAsync(p => p.AppId == AppId && p.UserName == _userName);
+            }
            if (msgs != null && msgs.Count > 0)
            {
                MessageList = msgs;
            }
        }

-        protected override async Task OnParametersSetAsync()
+        /// <summary>
+        /// 清空聊天记录列表
+        /// </summary>
+        /// <returns></returns>
+        private async Task ClearMsgList() 
        {
-           await LoadData();
+            MessageList.Clear();
+            if (string.IsNullOrEmpty(_userName))
+            {
+                await _localStorage.SetItemAsync<List<Chats>>($"msgs:{AppId}", MessageList);
+            }
+            else 
+            {
+                await _chats_Repositories.DeleteAsync(p => p.AppId == AppId && p.UserName == _userName);
+            }        
        }
-
-        private async Task LoadData()
+        /// <summary>
+        /// 保存聊天记录
+        /// </summary>
+        /// <returns></returns>
+        private async Task SaveMsg(List<Chats> MessageList)
        {
-            app =await _apps_Repositories.GetFirstAsync(p => p.Id == AppId);
+            if (string.IsNullOrEmpty(_userName))
+            {
+                await _localStorage.SetItemAsync<List<Chats>>($"msgs:{AppId}", MessageList);
+            }
+            else 
+            {
+                if (MessageList.Count() > 0)
+                {
+                    await _chats_Repositories.InsertAsync(MessageList.LastOrDefault());
+                }
+            }          
        }

        protected async Task OnClearAsync()
@@ -78,11 +146,11 @@ namespace AntSK.Pages.ChatPage.Components
                var result = await _confirmService.Show(content, title, ConfirmButtons.YesNo);
                if (result == ConfirmResult.Yes)
                {
-                    MessageList.Clear();
-                    await _localStorage.SetItemAsync<List<MessageInfo>>("msgs", MessageList);
+
+                    await ClearMsgList();
                    await InvokeAsync(StateHasChanged);
                    _ = Message.Info("清理成功");
-            
+
                }
            }
            else
@@ -102,18 +170,25 @@ namespace AntSK.Pages.ChatPage.Components
                var filePath = fileList.FirstOrDefault()?.Url;
                var fileName = fileList.FirstOrDefault()?.FileName;

-                MessageList.Add(new MessageInfo()
+                var chat = new Chats()
                {
-                    ID = Guid.NewGuid().ToString(),
+                    Id = Guid.NewGuid().ToString(),
+                    UserName = _userName,
+                    AppId = AppId,
                    Context = _messageInput,
                    CreateTime = DateTime.Now,
                    IsSend = true
-                });
-       
+                };
+                MessageList.Add(chat);
+                if (!string.IsNullOrEmpty(_userName))
+                {
+                    await _chats_Repositories.InsertAsync(chat);
+                }
+
                Sendding = true;
-                await SendAsync(_messageInput,filePath);
+                await SendAsync(_messageInput, filePath);
                _messageInput = "";
-                Sendding = false; 
+                Sendding = false;
            }
            catch (System.Exception ex)
            {
@@ -123,7 +198,9 @@ namespace AntSK.Pages.ChatPage.Components
            }

        }
-        protected async Task OnCopyAsync(MessageInfo item)
+
+
+        protected async Task OnCopyAsync(Chats item)
        {
            await Task.Run(() =>
            {
@@ -135,10 +212,16 @@ namespace AntSK.Pages.ChatPage.Components
        {
            await Task.Run(() =>
            {
-                MessageList = MessageList.Where(w => w.ID != id).ToList();
+                MessageList = MessageList.Where(w => w.Id != id).ToList();
            });
        }

+        /// <summary>
+        /// 开始发送消息
+        /// </summary>
+        /// <param name="questions"></param>
+        /// <param name="filePath"></param>
+        /// <returns></returns>
        protected async Task<bool> SendAsync(string questions, string? filePath)
        {
            ChatHistory history = new ChatHistory();
@@ -166,17 +249,29 @@ namespace AntSK.Pages.ChatPage.Components
            //缓存消息记录
            if (app.Type != AppType.img.ToString())
            {
-                await _localStorage.SetItemAsync<List<MessageInfo>>("msgs", MessageList);
+                await SaveMsg(MessageList);
+                if (OnRelevantSources.IsNotNull())
+                {
+                    await OnRelevantSources.InvokeAsync(_relevantSources);
+                }       
            }


            return await Task.FromResult(true);
        }

+        /// <summary>
+        /// 发送图片对话
+        /// </summary>
+        /// <param name="questions"></param>
+        /// <param name="app"></param>
+        /// <returns></returns>
        private async Task SendImg(string questions,Apps app)
        {
-            MessageInfo info = new MessageInfo();
-            info.ID = Guid.NewGuid().ToString();
+            Chats info = new Chats();
+            info.Id = Guid.NewGuid().ToString();
+            info.UserName=_userName;
+            info.AppId=AppId;
            info.CreateTime = DateTime.Now;
            var base64= await _chatService.SendImgByAppAsync(app, questions);
            if (string.IsNullOrEmpty(base64))
@@ -199,27 +294,23 @@ namespace AntSK.Pages.ChatPage.Components
        /// <returns></returns>
        private async Task SendKms(string questions, ChatHistory history, Apps app, string? filePath)
        {
-            MessageInfo info = null;
+            Chats info = new Chats()
+            {
+                Id = Guid.NewGuid().ToString(),
+                AppId = AppId,
+                UserName = _userName,
+                CreateTime = DateTime.Now,
+                Context=""
+            };
+            MessageList.Add(info);
            var chatResult = _chatService.SendKmsByAppAsync(app, questions, history, filePath, _relevantSources);
            await foreach (var content in chatResult)
            {
-                if (info == null)
-                {
-                    info = new MessageInfo();
-                    info.ID = Guid.NewGuid().ToString();
-                    info.Context = content.ConvertToString();
-                    info.CreateTime = DateTime.Now;

-                    MessageList.Add(info);
-                }
-                else
-                {
-                    info.Context += content.ConvertToString();
-                    await Task.Delay(50);
-                }
+                info.Context += content.ConvertToString();
+                await Task.Delay(50);
                await InvokeAsync(StateHasChanged);
            }
-            await OnRelevantSources.InvokeAsync(_relevantSources);
            //全部处理完后再处理一次Markdown
            await MarkDown(info);
        }
@@ -233,14 +324,16 @@ namespace AntSK.Pages.ChatPage.Components
        /// <returns></returns>
        private async Task SendChat(string questions, ChatHistory history, Apps app)
        {
-            MessageInfo info = null;
+            Chats info = null;
            var chatResult = _chatService.SendChatByAppAsync(app, questions, history);
            await foreach (var content in chatResult)
            {
                if (info == null)
                {
-                    info = new MessageInfo();
-                    info.ID = Guid.NewGuid().ToString();
+                    info = new Chats();
+                    info.Id = Guid.NewGuid().ToString();
+                    info.UserName = _userName;
+                    info.AppId = AppId;
                    info.Context = content.ConvertToString();
                    info.CreateTime = DateTime.Now;

@@ -257,7 +350,12 @@ namespace AntSK.Pages.ChatPage.Components
            await MarkDown(info);
        }

-        private async Task MarkDown(MessageInfo info)
+        /// <summary>
+        /// 处理markdown
+        /// </summary>
+        /// <param name="info"></param>
+        /// <returns></returns>
+        private async Task MarkDown(Chats info)
        {
            if (info.IsNotNull())
            {
@@ -270,6 +368,10 @@ namespace AntSK.Pages.ChatPage.Components
            await _JSRuntime.ScrollToBottomAsync("scrollDiv");
        }

+        /// <summary>
+        /// 上传文件事件
+        /// </summary>
+        /// <param name="fileInfo"></param>
        private void OnSingleCompleted(UploadInfo fileInfo)
        {
            fileList.Add(new()
@@ -281,6 +383,11 @@ namespace AntSK.Pages.ChatPage.Components
            });
            _kMService.OnSingleCompleted(fileInfo);
        }
+        /// <summary>
+        /// 移除文件事件
+        /// </summary>
+        /// <param name="file"></param>
+        /// <returns></returns>
        private async Task<bool> HandleFileRemove(UploadFileItem file)
        {
            fileList.RemoveAll(x => x.FileName == file.FileName);
--- a/src/AntSK/Pages/Index.Razor.cs
+++ b/src/AntSK/Pages/Index.Razor.cs
@@ -70,7 +70,7 @@ namespace AntSK.Pages

        private void NavToAIModel()
        {
-            NavigationManager.NavigateTo("/setting/modellist");
+            NavigationManager.NavigateTo("/modelmanager/modellist");
        }
    }
 }
--- a/src/AntSK/Pages/KmsPage/AddKms.razor
+++ b/src/AntSK/Pages/KmsPage/AddKms.razor
@@ -50,6 +50,9 @@
                <FormItem Label="重叠部分(token)" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
                    <AntDesign.InputNumber @bind-Value="context.OverlappingTokens" PlaceHolder="重叠部分"></AntDesign.InputNumber>
                </FormItem>
+                <FormItem Label="是否开启OCR" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
+                    <Switch @bind-Value="@isOcr" />
+                </FormItem>

                <FormItem Label=" " Style="margin-top:32px" WrapperCol="LayoutModel._submitFormLayout.WrapperCol">
                    <Button Type="primary" HtmlType="submit">
--- a/src/AntSK/Pages/KmsPage/AddKms.razor.cs
+++ b/src/AntSK/Pages/KmsPage/AddKms.razor.cs
@@ -25,6 +25,8 @@ namespace AntSK.Pages.KmsPage

        private List<AIModels> _chatList { get; set; }
        private List<AIModels> _embeddingList { get; set; }
+
+        private bool isOcr { get; set; }
        protected override async Task OnInitializedAsync()
        {
            await base.OnInitializedAsync();
@@ -36,6 +38,7 @@ namespace AntSK.Pages.KmsPage
            {
                //查看
                _kmsModel = await _kmss_Repositories.GetFirstAsync(p => p.Id == KmsId);
+                isOcr = _kmsModel.IsOCR == 1;
            }
        }
        private void HandleSubmit()
@@ -51,6 +54,10 @@ namespace AntSK.Pages.KmsPage
                _ = Message.Error("行切片需小于段落切片！", 2);
                return;
            }
+            if (isOcr)
+            {
+                _kmsModel.IsOCR = 1;
+            }

            if (string.IsNullOrEmpty(KmsId))
            {
@@ -73,7 +80,7 @@ namespace AntSK.Pages.KmsPage

        private void NavigateModelList()
        {
-            NavigationManager.NavigateTo("/setting/modellist");
+            NavigationManager.NavigateTo("/modelmanager/modellist");
        }
    }
 }
--- a/src/AntSK/Pages/KmsPage/KmsDetail.razor
+++ b/src/AntSK/Pages/KmsPage/KmsDetail.razor
@@ -15,8 +15,7 @@
                <ChildContent>
                    <div class="standardList">
                        <Card Class="listCard"
-                              Title="知识库文档"
-                              >
+                              Title="知识库文档">

                            <Extra>
                                <Button Type="@ButtonType.Primary" Style="position: absolute; right:360px; margin-bottom: 8px;" OnClick="Refresh">刷新 </Button>
@@ -106,7 +105,7 @@
            <TabPane Key="2">
                <TabTemplate>搜索测试</TabTemplate>
                <ChildContent>
-                   <KmsTest KmsId="@KmsId"></KmsTest>
+                    <KmsTest KmsId="@KmsId"></KmsTest>
                </ChildContent>
            </TabPane>
        </Tabs>
@@ -125,6 +124,12 @@
        <FormItem Label="URL地址">
            <Input @bind-Value="@context.Url" />
        </FormItem>
+        <FormItem Label="切分方式">
+            <RadioGroup @bind-Value="@_isQa">
+                <Radio Value="false">直接切分</Radio>
+                <Radio Value="true">QA切分</Radio>
+            </RadioGroup>
+        </FormItem>
    </Form>
 </Modal>

@@ -136,10 +141,16 @@
    <Form Model="@textModel"
          LabelColSpan="8"
          WrapperColSpan="16"
-          @ref="@_textForm">
+          @ref="@_textForm">  
        <FormItem Label="文本内容">
            <TextArea @bind-Value="@context.Text" Rows="5" />
        </FormItem>
+        <FormItem Label="切分方式">
+            <RadioGroup @bind-Value="@_isQa">
+                <Radio Value="false">直接切分</Radio>
+                <Radio Value="true">QA切分</Radio>
+            </RadioGroup>
+        </FormItem>
    </Form>
 </Modal>

@@ -147,7 +158,7 @@
       Visible="@_fileVisible"
       OnOk="@FileHandleOk"
       OnCancel="@FileHandleCancel"
-       ConfirmLoading="@_fileConfirmLoading">
+       ConfirmLoading="@_fileConfirmLoading">   
    <Upload Action="@("api/File/UploadFile")"
            Name="file"
            Drag
@@ -159,10 +170,24 @@
            <Icon Type="inbox" />
        </p>
        <p class="ant-upload-text">单击或拖动文件到此区域进行上传</p>
-        <p class="ant-upload-hint">
-            支持txt、word、pdf、md、excel、ppt等文件。
-        </p>
+        @if (km.IsOCR == 1)
+        {
+            <p class="ant-upload-hint">
+                支持 txt、word、pdf、md、excel、ppt、jpeg、png、tiff 等文件。
+            </p>
+        }
+        else
+        {
+            <p class="ant-upload-hint">
+                支持 txt、word、pdf、md、excel、ppt 等文件。
+            </p>
+        }
+
    </Upload>
+    <RadioGroup @bind-Value="@_isQa" Style="margin-top:5px;">
+        <Radio Value="false">直接切分</Radio>
+        <Radio Value="true">QA切分</Radio>
+    </RadioGroup>
 </Modal>

 <Modal Title="Excel导入"
--- a/src/AntSK/Pages/KmsPage/KmsDetail.razor.cs
+++ b/src/AntSK/Pages/KmsPage/KmsDetail.razor.cs
@@ -19,6 +19,31 @@ namespace AntSK.Pages.KmsPage
        [Parameter]
        public string KmsId { get; set; }

+        [Inject]
+        protected IConfirmService _confirmService { get; set; }
+
+        [Inject]
+        protected IKmsDetails_Repositories _kmsDetails_Repositories { get; set; }
+
+        [Inject]
+        protected IKmss_Repositories _kmss_Repositories { get; set; }
+
+        private MemoryServerless _memory { get; set; }
+
+        [Inject]
+        protected IKMService iKMService { get; set; }
+
+        [Inject]
+        protected MessageService? _message { get; set; }
+
+        [Inject]
+        protected BackgroundTaskBroker<ImportKMSTaskReq> _taskBroker { get; set; }
+
+        [Inject]
+        protected IHttpService _httpService { get; set; }
+
+        private Kmss km;
+
        private readonly KmsDetails _model = new KmsDetails();

        private bool _urlVisible = false;
@@ -51,34 +76,15 @@ namespace AntSK.Pages.KmsPage

        private List<KmsDetails> _data = new List<KmsDetails>();

-        [Inject]
-        protected IConfirmService _confirmService { get; set; }

-        [Inject]
-        protected IKmsDetails_Repositories _kmsDetails_Repositories { get; set; }
+        private bool _isQa { get; set; } = false;

-        [Inject]
-        protected IKmss_Repositories _kmss_Repositories { get; set; }
-
-        private MemoryServerless _memory { get; set; }
-
-        [Inject]
-        protected IKMService iKMService { get; set; }
-
-        [Inject]
-        protected MessageService? _message { get; set; }
-
-        [Inject]
-        protected BackgroundTaskBroker<ImportKMSTaskReq> _taskBroker { get; set; }
-
-        [Inject]
-        protected IHttpService _httpService { get; set; }

        protected override async Task OnInitializedAsync()
        {
            await base.OnInitializedAsync();
            _data = await _kmsDetails_Repositories.GetListAsync(p => p.KmsId == KmsId);
-            var km = _kmss_Repositories.GetFirst(p => p.Id == KmsId);
+            km = _kmss_Repositories.GetFirst(p => p.Id == KmsId);
            //使用知识库设置的参数，
            _memory = iKMService.GetMemoryByKMS(km.Id);
        }
@@ -112,6 +118,7 @@ namespace AntSK.Pages.KmsPage
                    ImportType = ImportType.Url,
                    KmsId = KmsId,
                    Url = urlModel.Url,
+                    IsQA = _isQa
                });
                _data = await _kmsDetails_Repositories.GetListAsync(p => p.KmsId == KmsId);
                _urlVisible = false;
@@ -152,7 +159,8 @@ namespace AntSK.Pages.KmsPage
                {
                    ImportType = ImportType.Text,
                    KmsId = KmsId,
-                    Text = textModel.Text
+                    Text = textModel.Text,
+                    IsQA = _isQa
                });
                _data = await _kmsDetails_Repositories.GetListAsync(p => p.KmsId == KmsId);
                _textVisible = false;
@@ -190,7 +198,8 @@ namespace AntSK.Pages.KmsPage
                        ImportType = ImportType.File,
                        KmsId = KmsId,
                        FilePath = item.Url,
-                        FileName = item.FileName
+                        FileName = item.FileName,
+                        IsQA=_isQa
                    });
                }
                _data = await _kmsDetails_Repositories.GetListAsync(p => p.KmsId == KmsId);
@@ -229,7 +238,8 @@ namespace AntSK.Pages.KmsPage
                        ImportType = ImportType.Excel,
                        KmsId = KmsId,
                        FilePath = item.Url,
-                        FileName = item.FileName
+                        FileName = item.FileName,
+                        IsQA = false
                    });
                }
                _data = await _kmsDetails_Repositories.GetListAsync(p => p.KmsId == KmsId);
--- a/src/AntSK/Pages/KmsPage/KmsDetailList.razor
+++ b/src/AntSK/Pages/KmsPage/KmsDetailList.razor
@@ -15,14 +15,8 @@
                            info(()=> Info(context.Text)) ,
                             })">
            <CardMeta>
-                <AvatarTemplate>
-
-                </AvatarTemplate>
-                <TitleTemplate>
-                    <a>@context.LastUpdate</a>
-                </TitleTemplate>
                <DescriptionTemplate>
-                    <Paragraph class="item" Ellipsis Style=" white-space: nowrap; ">
+                    <Paragraph class="item" Ellipsis Style="display: -webkit-box; -webkit-line-clamp: 3;-webkit-box-orient: vertical;overflow: hidden; text-overflow: ellipsis;white-space: normal;height:65px;">
                        <!--todo: Ellipsis not working-->
                        @context.Text
                    </Paragraph>
--- a/src/AntSK/Pages/Setting/AIModel/AddModel.razor
+++ b/src/AntSK/Pages/Setting/AIModel/AddModel.razor
@@ -5,9 +5,9 @@
@using AntSK.LLamaFactory.Model
@using AntSK.LLamaFactory
@using BlazorComponents.Terminal
-@page "/setting/model/add"
-@page "/setting/model/add/{ModelId}"
-@page "/setting/model/addbypath/{ModelPath}"
+@page "/modelmanager/model/add"
+@page "/modelmanager/model/add/{ModelId}"
+@page "/modelmanager/model/addbypath/{ModelPath}"
@using AntSK.Services.Auth
@inherits AuthComponentBase
@using Microsoft.AspNetCore.Authorization
@@ -27,21 +27,25 @@
                    <EnumRadioGroup @bind-Value="context.AIType" ButtonStyle="RadioButtonStyle.Solid" OnChange="AITypeChange" TEnum="AIType"> </EnumRadioGroup>
                </FormItem>
                <FormItem Label="模型类型" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                    <RadioGroup @bind-Value="context.AIModelType">                  
+                    <RadioGroup @bind-Value="context.AIModelType">
                        @if (context.AIType == AIType.StableDiffusion)
                        {
                            <Radio RadioButton Value="@(AIModelType.Image)">图片模型</Radio>
                        }
-                        else  
+                        else
                        {
-                            @if (context.AIType != AIType.BgeEmbedding)
+                            @if (context.AIType != AIType.BgeEmbedding && context.AIType != AIType.BgeRerank)
                            {
                                <Radio RadioButton Value="@(AIModelType.Chat)">会话模型</Radio>
                            }
-                            @if (context.AIType != AIType.LLamaFactory && context.AIType != AIType.Mock && context.AIType != AIType.SparkDesk)
+                            @if (context.AIType != AIType.LLamaFactory && context.AIType != AIType.Mock && context.AIType != AIType.SparkDesk && context.AIType != AIType.BgeRerank)
                            {
                                <Radio RadioButton Value="@(AIModelType.Embedding)">向量模型</Radio>
                            }
+                            @if (context.AIType == AIType.BgeRerank)
+                            {
+                                <Radio RadioButton Value="@(AIModelType.Rerank)">Rerank重排模型</Radio>
+                            }
                        }
                    </RadioGroup>
                </FormItem>
@@ -140,7 +144,7 @@
                                <Button OnClick="StopLFService" Disabled="@(!llamaFactoryIsStart)">停止</Button>
                            }
                        </InputGroup>
-                    </FormItem>               
+                    </FormItem>
                }

                @if (context.AIType == AIType.BgeEmbedding)
@@ -152,19 +156,45 @@
                                LabelProperty="c=>c">
                        </Select>
                    </FormItem>
-                    <FormItem Label="PythonDll路径" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <Input Placeholder="D:\Programs\Python\Python311\python311.dll" @bind-Value="@context.EndPoint" />
+
+                    <FormItem Label="Python路径" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
+                        <Popover ContentTemplate="@_content" Title="提示" Style="width:100%">
+                            <Input Placeholder="D:\Programs\Python\Python311\python311.dll" @bind-Value="@context.EndPoint" />
+                        </Popover>
+                    </FormItem>
+
+                    <FormItem Label="环境安装" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
+                        <Button Type="primary" OnClick="PipInstall">环境安装</Button>
+                    </FormItem>
+                    <FormItem Label="下载并初始化" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
+                        <Spin Tip="请等待..." Spinning="@(BgeEmbeddingIsStart)">
+                            <Button Type="primary" Disabled="@(BgeEmbeddingIsStart)" OnClick="BgeEmbedding">@BgeEmbeddingBtnText</Button>
+                        </Spin>
+                    </FormItem>
+                }
+                @if (context.AIType == AIType.BgeRerank)
+                {
+                    <FormItem Label="模型名称" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
+                        <Select DataSource="@bgeRerankList"
+                                @bind-Value="@context.ModelName"
+                                ValueProperty="c=>c"
+                                LabelProperty="c=>c">
+                        </Select>
+                    </FormItem>
+                    <FormItem Label="Python路径" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
+                        <Popover ContentTemplate="@_content" Title="提示" Style="width:100%">
+                            <Input Placeholder="D:\Programs\Python\Python311\python311.dll" @bind-Value="@context.EndPoint" />
+                        </Popover>
                    </FormItem>
                    <FormItem Label="环境安装" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
                        <Button Type="primary" OnClick="PipInstall">环境安装</Button>
                    </FormItem>
                    <FormItem Label="下载并初始化" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <Spin Tip="请等待..." Spinning="@(BgeIsStart)" >
-                            <Button Type="primary" Disabled="@(BgeIsStart)" OnClick="BgeDownload">@BgeBtnText</Button>
+                        <Spin Tip="请等待..." Spinning="@(BgeRerankIsStart)">
+                            <Button Type="primary" Disabled="@(BgeRerankIsStart)" OnClick="BgeRerank">@BgeRerankBtnText</Button>
                        </Spin>
                    </FormItem>
                }
-
                @if (context.AIType == AIType.Mock)
                {
                }
@@ -206,5 +236,8 @@

@code
 {
-
+    RenderFragment _content =
+    @<div>
+        <p>在windows上使用 python311.dll文件，在linux上使用 libpython3.10.so</p>
+    </div>;
 }
--- a/src/AntSK/Pages/Setting/AIModel/AddModel.razor.cs
+++ b/src/AntSK/Pages/Setting/AIModel/AddModel.razor.cs
@@ -3,7 +3,7 @@ using AntDesign.ProLayout;
 using AntSK.Domain.Domain.Interface;
 using AntSK.Domain.Domain.Model.Constant;
 using AntSK.Domain.Domain.Model.Enum;
-using AntSK.Domain.Domain.Other;
+using AntSK.Domain.Domain.Other.Bge;
 using AntSK.Domain.Domain.Service;
 using AntSK.Domain.Options;
 using AntSK.Domain.Repositories;
@@ -61,8 +61,13 @@ namespace AntSK.Pages.Setting.AIModel
        private bool _logModalVisible;

        private List<string> bgeEmbeddingList = new List<string>() { "AI-ModelScope/bge-small-zh-v1.5", "AI-ModelScope/bge-base-zh-v1.5", "AI-ModelScope/bge-large-zh-v1.5" };
-        private bool BgeIsStart = false;
-        private string BgeBtnText = "初始化";
+        private List<string> bgeRerankList = new List<string>() { "Xorbits/bge-reranker-base", "Xorbits/bge-reranker-large", "AI-ModelScope/bge-reranker-v2-m3", "AI-ModelScope/bge-reranker-v2-gemma"};
+        private bool BgeEmbeddingIsStart = false;
+        private string BgeEmbeddingBtnText = "初始化";
+
+        private bool BgeRerankIsStart = false;
+        private string BgeRerankBtnText = "初始化";
+

        protected override async Task OnInitializedAsync()
        {
@@ -150,7 +155,7 @@ namespace AntSK.Pages.Setting.AIModel

        private void Back()
        {
-            NavigationManager.NavigateTo("/setting/modellist");
+            NavigationManager.NavigateTo("/modelmanager/modellist");
        }

        private async Task StartDownload()
@@ -268,7 +273,7 @@ namespace AntSK.Pages.Setting.AIModel
            }
        }

-        private async Task BgeDownload()
+        private async Task BgeEmbedding()
        {
            if (string.IsNullOrEmpty(_aiModel.ModelName))
            {
@@ -277,27 +282,60 @@ namespace AntSK.Pages.Setting.AIModel
            }
            if (string.IsNullOrEmpty(_aiModel.EndPoint))
            {
-                _ = Message.Error("请输入正确的Python dll路径！", 2);
+                _ = Message.Error("请输入正确的Python dll或python so路径！", 2);
                return;
            }

-            BgeIsStart = true;
-            BgeBtnText = "正在初始化...";
+            BgeEmbeddingIsStart = true;
+            BgeEmbeddingBtnText = "正在初始化...";
            await Task.Run(() =>
            {
                try
                {
-                    EmbeddingConfig.LoadModel(_aiModel.EndPoint, _aiModel.ModelName);
-                    BgeBtnText = "初始化完成";
-                    BgeIsStart = false;
+                    BgeEmbeddingConfig.LoadModel(_aiModel.EndPoint, _aiModel.ModelName);
+                    BgeEmbeddingBtnText = "初始化完成";
+                    BgeEmbeddingIsStart = false;
                }
                catch (System.Exception ex)
                {
                    _ = Message.Error(ex.Message, 2);
-                    BgeIsStart = false;
+                    BgeEmbeddingIsStart = false;
                }
            });   
        }
+
+        private async Task BgeRerank()
+        {
+            if (string.IsNullOrEmpty(_aiModel.ModelName))
+            {
+                _ = Message.Error("请输入模型名称！", 2);
+                return;
+            }
+            if (string.IsNullOrEmpty(_aiModel.EndPoint))
+            {
+                _ = Message.Error("请输入正确的Python dll或python so路径！", 2);
+                return;
+            }
+
+            BgeRerankIsStart = true;
+            BgeRerankBtnText = "正在初始化...";
+            await Task.Run(() =>
+            {
+                try
+                {
+                    BegRerankConfig.LoadModel(_aiModel.EndPoint, _aiModel.ModelName);
+                    BgeRerankBtnText = "初始化完成";
+                    BgeRerankIsStart = false;
+                }
+                catch (System.Exception ex)
+                {
+                    _ = Message.Error(ex.Message, 2);
+                    BgeRerankIsStart = false;
+                }
+            });
+        }
+
+
        private async Task CmdLogHandler(string message)
        {
            await InvokeAsync(() =>
@@ -319,7 +357,7 @@ namespace AntSK.Pages.Setting.AIModel
            switch (aiType)
            { 
                case AIType.LLamaFactory:
-                    _aiModel.EndPoint = "http://localhost:8080/";
+                    _aiModel.EndPoint = "http://localhost:8000/";
                    _aiModel.AIModelType=AIModelType.Chat;
                    break;
                case AIType.StableDiffusion:
@@ -331,6 +369,9 @@ namespace AntSK.Pages.Setting.AIModel
                case AIType.BgeEmbedding:
                    _aiModel.AIModelType = AIModelType.Embedding;
                    break;
+                case AIType.BgeRerank:
+                    _aiModel.AIModelType = AIModelType.Rerank;
+                    break;
                default:
                    _aiModel.AIModelType = AIModelType.Chat;
                    break;
--- a/src/AntSK/Pages/Setting/AIModel/ModelDown.razor
+++ b/src/AntSK/Pages/Setting/AIModel/ModelDown.razor
@@ -1,67 +1,69 @@
@namespace AntSK.Pages.Setting.AIModel
-@page "/setting/modeldown"
+@page "/modelmanager/modeldown"
@using AntSK.Services.Auth
@inherits AuthComponentBase
@using Microsoft.AspNetCore.Authorization
-@using AntSK.Domain.Domain.Model.hfmirror;
-    using AntSK.Domain.Domain.Model.hfmirror
+@using AntSK.Domain.Domain.Model.hfmirror
@attribute [Authorize(Roles = "AntSKAdmin")]

+<div>
+    <PageContainer Title="模型列表">
+        <Content>
+            <RadioGroup @bind-Value="@_modelType" OnChange="OnModelTypeChange" TValue="string">
+                <Radio Value="@("gguf")" DefaultChecked=true>LLama本地模型(gguf)</Radio>
+                <Radio Value="@("safetensors")">StableDiffusion(safetensors)</Radio>
+                <Radio Value="@("ckpt")">StableDiffusion2(ckpt)</Radio>
+            </RadioGroup>
+            <div style="text-align: center;">

-<PageContainer Title="模型列表">
-    <Content>
-        <RadioGroup @bind-Value="@_modelType" OnChange="OnModelTypeChange" TValue="string">
-            <Radio Value="@("gguf")" DefaultChecked=true>LLama本地模型(gguf)</Radio>
-            <Radio Value="@("safetensors")">StableDiffusion(safetensors)</Radio>
-            <Radio Value="@("ckpt")">StableDiffusion2(ckpt)</Radio>
-        </RadioGroup>
-        <div style="text-align: center;">
-            
-            <Search Placeholder="输入回车"
-                    EnterButton="@("搜索")"
-                    Size="large"
-                    Style="max-width: 522px; width: 100%;"
-                    OnSearch="Search" />
-          
-        </div>
-    </Content>
-    <ChildContent>
-        <div class="filterCardList">
-            <AntList TItem="HfModels"
-                     Grid="LayoutModel._listGridType"
-                     DataSource="_modelList">
-                <ListItem NoFlex>
-                    <Card Hoverable
-                           BodyStyle="padding-bottom: 20px;"
-                           Actions="new[] {
-                            down(()=> Down(context.Id)) 
+                <Search Placeholder="输入回车"
+                        EnterButton="@("搜索")"
+                        Size="large"
+                        Style="max-width: 522px; width: 100%;"
+                        OnSearch="Search" />
+
+            </div>
+        </Content>
+        <ChildContent>
+            <div class="filterCardList">
+                <Spin Tip="加载中..." Spinning="@(loaddding)">
+                    <AntList TItem="HfModels"
+                             Grid="LayoutModel._listGridType"
+                             DataSource="_modelList">
+                        <ListItem NoFlex>
+                            <Card Hoverable
+                                  BodyStyle="padding-bottom: 20px;"
+                                  Actions="new[] {
+                            down(()=> Down(context.Id))
                             }">
-                         <CardMeta>
-                             <TitleTemplate>
-                                 @context.Id
-                            </TitleTemplate>
-                            <AvatarTemplate>
-                                <Avatar Size="small" Src="@context.AuthorData.AvatarUrl" />
-                            </AvatarTemplate>
-                        </CardMeta>
-                        <div class="cardItemContent">
-                            <div class="cardInfo">
-                                <div>
-                                    <p>Downloads</p>
-                                    <p>@context.Downloads.ToString("0,0")</p>
+                                <CardMeta>
+                                    <TitleTemplate>
+                                        @context.Id
+                                    </TitleTemplate>
+                                    <AvatarTemplate>
+                                        <Avatar Size="small" Src="@context.AuthorData.AvatarUrl" />
+                                    </AvatarTemplate>
+                                </CardMeta>
+                                <div class="cardItemContent">
+                                    <div class="cardInfo">
+                                        <div>
+                                            <p>Downloads</p>
+                                            <p>@context.Downloads.ToString("0,0")</p>
+                                        </div>
+                                        <div>
+                                            <p>Likes</p>
+                                            <p>@context.Likes.ToString("0,0")</p>
+                                        </div>
+                                    </div>
                                </div>
-                                <div>
-                                    <p>Likes</p>
-                                    <p>@context.Likes.ToString("0,0")</p>
-                                </div>
-                            </div>
-                        </div>
-                    </Card>
-                </ListItem>
-            </AntList>
-        </div>
-    </ChildContent>
-</PageContainer>
+                            </Card>
+                        </ListItem>
+                    </AntList>
+                </Spin>
+            </div>
+        </ChildContent>
+    </PageContainer>
+</div>
@code
 {
    RenderFragment down(Action clickAction) =>@<a key="down" @onclick="@clickAction">下载</a>;
--- a/src/AntSK/Pages/Setting/AIModel/ModelDown.razor.cs
+++ b/src/AntSK/Pages/Setting/AIModel/ModelDown.razor.cs
@@ -1,12 +1,9 @@
-using AntDesign;
+using AntSK.Domain.Domain.Model.hfmirror;
+using AntSK.Domain.Utils;
 using AntSK.Models;
-using AntSK.Services;
-using DocumentFormat.OpenXml.Office2010.Excel;
 using Microsoft.AspNetCore.Components;
 using Newtonsoft.Json;
 using RestSharp;
-using AntSK.Domain.Utils;
-using AntSK.Domain.Domain.Model.hfmirror;

 namespace AntSK.Pages.Setting.AIModel
 {
@@ -16,27 +13,55 @@ namespace AntSK.Pages.Setting.AIModel
        private readonly IList<string> _selectCategories = new List<string>();

        private List<HfModels> _modelList = new List<HfModels>();
-        private string _modelType;
+        private string _modelType="gguf";
+        private bool loaddding = false;
        protected override async Task OnInitializedAsync()
        {
            await base.OnInitializedAsync();
            InitData("");
        }

-        private void InitData(string searchKey)
+        private async Task InitData(string searchKey)
        {
-            var param = searchKey.ConvertToString().Split(" ");
-
-            string urlBase = $"https://hf-mirror.com/models-json?sort=trending&search={_modelType}";
-            if (param.Count() > 0)
+            loaddding = true;
+            if (_modelType.Contains("safetensors"))
            {
-                urlBase += "+" + string.Join("+", param);
+                _modelList.Clear();
+                var param = searchKey.ConvertToString().Split(" ");
+                string[] lines = File.ReadAllLines(Path.Combine(AppContext.BaseDirectory, "StableDiffusionModelList.txt"));
+                foreach (string line in lines)
+                {
+                    string urlBase = $"https://hf-mirror.com/models-json?sort=trending&search={line}";
+                    if (param.Count() > 0)
+                    {
+                        urlBase += "+" + string.Join("+", param);
+                    }
+                    RestClient client = new RestClient();
+                    RestRequest request = new RestRequest(urlBase, Method.Get);
+                    var response =await client.ExecuteAsync(request);
+                    var model = JsonConvert.DeserializeObject<HfModel>(response.Content);
+                    _modelList.AddRange(model.models);
+                }
+
            }
-            RestClient client = new RestClient();
-            RestRequest request = new RestRequest(urlBase, Method.Get);
-            var response = client.Execute(request);
-            var model = JsonConvert.DeserializeObject<HfModel>(response.Content);
-            _modelList = model.models;
+            else
+            {
+                var param = searchKey.ConvertToString().Split(" ");
+
+                string urlBase = $"https://hf-mirror.com/models-json?sort=trending&search={_modelType}";
+                if (param.Count() > 0)
+                {
+                    urlBase += "+" + string.Join("+", param);
+                }
+                RestClient client = new RestClient();
+                RestRequest request = new RestRequest(urlBase, Method.Get);
+                var response = await client.ExecuteAsync(request);
+                var model = JsonConvert.DeserializeObject<HfModel>(response.Content);
+                _modelList = model.models;
+            }
+
+            loaddding = false;
+            InvokeAsync(StateHasChanged);
        }

        private async Task Search(string searchKey)
@@ -46,7 +71,7 @@ namespace AntSK.Pages.Setting.AIModel

        private void Down(string modelPath)
        {
-            NavigationManager.NavigateTo($"/setting/modeldown/detail/{modelPath}");
+            NavigationManager.NavigateTo($"/modelmanager/modeldown/detail/{modelPath}");
        }

        private void OnModelTypeChange(string value)
--- a/src/AntSK/Pages/Setting/AIModel/ModelDownDetail.razor
+++ b/src/AntSK/Pages/Setting/AIModel/ModelDownDetail.razor
@@ -1,5 +1,5 @@
@namespace AntSK.Pages.Setting.AIModel
-@page "/setting/modeldown/detail/{ModelName}/{ModelPath}"
+@page "/modelmanager/modeldown/detail/{ModelName}/{ModelPath}"
@using AntSK.Services.Auth
@inherits AuthComponentBase
@using Microsoft.AspNetCore.Authorization
--- a/src/AntSK/Pages/Setting/AIModel/ModelDownDetail.razor.cs
+++ b/src/AntSK/Pages/Setting/AIModel/ModelDownDetail.razor.cs
@@ -50,7 +50,7 @@ namespace AntSK.Pages.Setting.AIModel

        private void Down(string path)
        {
-            NavigationManager.NavigateTo($"/setting/model/addbypath/{path.Replace("?download=true", "").Replace("/", "---")}");
+            NavigationManager.NavigateTo($"/modelmanager/model/addbypath/{path.Replace("?download=true", "").Replace("/", "---")}");
        }
    }
 }
--- a/src/AntSK/Pages/Setting/AIModel/ModelList.razor
+++ b/src/AntSK/Pages/Setting/AIModel/ModelList.razor
@@ -1,7 +1,7 @@
@namespace AntSK.Pages.Setting.AIModel
@using AntSK.Domain.Repositories
@using AntSK.Domain.Domain.Model.Enum
-@page "/setting/modellist"
+@page "/modelmanager/modellist"
@inject NavigationManager NavigationManager
@using AntSK.Services.Auth
@inherits AuthComponentBase
@@ -39,44 +39,48 @@
                            delete(async ()=>await Delete(context.Id))
                             }" Style="width:100%">
                                <div class="listContent" style="width:100%">
-                                    <div class="listContentItem" style="width:20%">
+                                    <div class="listContentItem" style="width:15%">
                                        <b>模型描述</b>
-                                        <p>@context.ModelDescription</p>
+                                        <p title="@context.ModelDescription">@context.ModelDescription</p>
                                    </div>
                                    <div class="listContentItem" style="width:10%">
                                        <b>AI类型</b>
                                        <p>
                                            @if (context.AIType == AIType.OpenAI)
                                            {
-                                                <Tag Color="@PresetColor.Yellow.ToString()">OpenAI</Tag>
+                                                <Tag Color="@PresetColor.Pink.ToString()">OpenAI</Tag>
                                            }
                                            else if (context.AIType == AIType.AzureOpenAI)
                                            {
-                                                <Tag Color="@PresetColor.Green.ToString()">AzureOpenAI</Tag>
+                                                <Tag Color="@PresetColor.Red.ToString()">AzureOpenAI</Tag>
                                            }
                                            else if (context.AIType == AIType.LLamaSharp)
                                            {
-                                                <Tag Color="@PresetColor.Red.ToString()">LLamaSharp</Tag>
+                                                <Tag Color="@PresetColor.Yellow.ToString()">LLamaSharp</Tag>
                                            }
                                            else if (context.AIType == AIType.SparkDesk)
                                            {
-                                                <Tag Color="@PresetColor.Orange.ToString()">SparkDesk</Tag>
+                                                <Tag Color="@PresetColor.Cyan.ToString()">SparkDesk</Tag>
                                            }
                                            else if (context.AIType == AIType.Mock)
                                            {
-                                                <Tag Color="@PresetColor.Cyan.ToString()">Mock</Tag>
+                                                <Tag Color="@PresetColor.Green.ToString()">Mock</Tag>
                                            }
                                            else if (context.AIType == AIType.LLamaFactory)
                                            {
-                                                <Tag Color="@PresetColor.Cyan.ToString()">LLamaFactory</Tag>
+                                                <Tag Color="@PresetColor.Blue.ToString()">LLamaFactory</Tag>
                                            }
                                            else if (context.AIType == AIType.BgeEmbedding)
                                            {
-                                                <Tag Color="@PresetColor.Gold.ToString()">BgeEmbedding</Tag>
+                                                <Tag Color="@PresetColor.Purple.ToString()">BgeEmbedding</Tag>
+                                            }
+                                            else if (context.AIType == AIType.BgeRerank)
+                                            {
+                                                <Tag Color="@PresetColor.GeekBlue.ToString()">BgeRerank</Tag>
                                            }
                                            else if (context.AIType == AIType.StableDiffusion)
                                            {
-                                                <Tag Color="@PresetColor.Lime.ToString()">StableDiffusion</Tag>
+                                                <Tag Color="@PresetColor.Magenta.ToString()">StableDiffusion</Tag>
                                            }
                                        </p>
                                    </div>
@@ -97,15 +101,19 @@
                                            {
                                                <Tag Color="@PresetColor.Lime.ToString()">图片模型</Tag>
                                            }
+                                            else if (context.AIModelType == AIModelType.Rerank)
+                                            {
+                                                <Tag Color="@PresetColor.GeekBlue.ToString()">Rerank重排模型</Tag>
+                                            }
                                        </p>
                                    </div>
-                                    <div class="listContentItem" style="width:20%">
+                                    <div class="listContentItem" style="width:25%">
                                        <b>模型地址</b>
-                                        <p>@context.EndPoint</p>
+                                        <p title="@context.EndPoint">@context.EndPoint</p>
                                    </div>
-                                    <div class="listContentItem" style="width:10%">
+                                    <div class="listContentItem" style="width:15%">
                                        <b>模型名称</b>
-                                        <p>@context.ModelName</p>
+                                        <p title="@context.ModelName">@context.ModelName</p>
                                    </div>
                                </div>
                            </ListItem>
@@ -116,7 +124,31 @@
        </ChildContent>
    </PageContainer>
 </div>
+<style>
+.listContentItem {
+    width: 20%;
+    overflow: hidden; /* 防止内容溢出 */
+    text-overflow: ellipsis; /* 超出部分显示省略号 */
+    white-space: nowrap; /* 防止内容换行 */
+}

+/* 为需要显示工具提示的元素设置title属性 */
+.listContentItem p[title] {
+    cursor: pointer; /* 鼠标移动上去时显示小手势 */
+}
+
+/* 悬停样式 */
+.listContentItem:hover p[title]:before {
+    content: attr(title); /* 使用title属性的内容 */
+    position: absolute;
+    background: #333; /* 工具提示的背景颜色 */
+    color: #fff; /* 工具提示的文字颜色 */
+    padding: 4px 8px; /* 工具提示内部的填充 */
+    border-radius: 4px; /* 工具提示的边框圆角 */
+    text-align: center; /* 工具提示文字居中对齐 */
+    z-index: 1000; /* 工具提示在最顶层 */
+}
+</style>
@code
 {
    RenderFragment edit(Action clickAction) =>@<a key="edit" @onclick="@clickAction">修改</a>;
--- a/src/AntSK/Pages/Setting/AIModel/ModelList.razor.cs
+++ b/src/AntSK/Pages/Setting/AIModel/ModelList.razor.cs
@@ -16,6 +16,13 @@ namespace AntSK.Pages.Setting.AIModel
        [Inject]
        protected IAIModels_Repositories _aIModels_Repositories { get; set; }

+        [Inject]
+        protected IApps_Repositories _apps_Repositories{ get; set; }
+        [Inject]
+        protected IKmss_Repositories _kmss_Repositories { get; set; }
+
+        [Inject] protected MessageService? Message { get; set; }
+
        [Inject]
        IConfirmService _confirmService { get; set; }

@@ -44,12 +51,12 @@ namespace AntSK.Pages.Setting.AIModel

        public async Task AddModel()
        {
-            NavigationManager.NavigateTo("/setting/model/add");
+            NavigationManager.NavigateTo("/modelmanager/model/add");
        }

        public void Edit(string modelid)
        {
-            NavigationManager.NavigateTo("/setting/model/add/" + modelid);
+            NavigationManager.NavigateTo("/modelmanager/model/add/" + modelid);
        }

        public async Task Delete(string modelid)
@@ -59,6 +66,16 @@ namespace AntSK.Pages.Setting.AIModel
            var result = await _confirmService.Show(content, title, ConfirmButtons.YesNo);
            if (result == ConfirmResult.Yes)
            {
+                if (_apps_Repositories.IsAny(p => p.ChatModelID == modelid || p.EmbeddingModelID == modelid))
+                {
+                    _ = Message.Error("该模型有应用在使用，请先删除应用后才允许删除该模型");
+                    return;
+                }
+                if (_kmss_Repositories.IsAny(p => p.ChatModelID == modelid || p.EmbeddingModelID == modelid))
+                {
+                    _ = Message.Error("该模型有知识库在使用，请先删除知识库后才允许删除该模型");
+                    return;
+                }
                await _aIModels_Repositories.DeleteAsync(modelid);
                await InitData("");
            }
--- a/src/AntSK/Pages/Setting/ChatHistory/ChatHistory.razor
+++ b/src/AntSK/Pages/Setting/ChatHistory/ChatHistory.razor
@@ -0,0 +1,121 @@
+@namespace AntSK.Pages.Setting.AIModel
+@page "/setting/chathistory"
+@using AntSK.Services.Auth
+@inherits AuthComponentBase
+@using Microsoft.AspNetCore.Authorization
+@using System.ComponentModel
+@using AntDesign.TableModels
+@using AntSK.Domain.Repositories
+@using AntSK.Domain.Common.Map
+@attribute [Authorize(Roles = "AntSKAdmin")]
+
+<Table @ref="table"
+       TItem="ChatsDto"
+       DataSource="@chatDtoList"
+       Total="_total"
+       @bind-PageIndex="_pageIndex"
+       @bind-PageSize="_pageSize"
+       OnChange="OnChange"
+       Size="TableSize.Small"
+       RowKey="x=>x.Id">
+    <TitleTemplate>
+        <GridRow>
+            <GridCol Span="4">
+                <Title Level="3">聊天记录</Title>
+            </GridCol>
+            <GridCol Span="8" Offset="12">
+                <Search Placeholder="搜索" @bind-Value="searchString" OnSearch="Search" />
+            </GridCol>
+        </GridRow>
+    </TitleTemplate>
+    <ColumnDefinitions>
+        <PropertyColumn Property="c=>c.Id" />
+        <PropertyColumn Title="用户名" Property="c=>c.UserName" />
+        <PropertyColumn Title="应用名称" Property="c=>c.AppName" />
+        <PropertyColumn Title="发送/接收" Property="c=>c.SendReveice" />
+        <ActionColumn Title="消息内容" Width="30%">
+            <Space>
+                <SpaceItem>
+                    @((MarkupString)(context.Context))
+                </SpaceItem>
+            </Space>
+        </ActionColumn>
+        <PropertyColumn Title="时间" Property="c=>c.CreateTime" Format="yyyy-MM-dd HH:mm:ss" />
+    </ColumnDefinitions>
+</Table>
+
+@using System.Text.Json;
+@code {
+    [Inject] IChats_Repositories _chats_Repositories { get; set; }
+
+    ChatsDto[] chatDtoList;
+
+    ITable table;
+
+    int _pageIndex = 1;
+    int _pageSize = 10;
+    int _total = 0;
+    string searchString;
+
+    protected override async Task OnInitializedAsync()
+    {
+        await InitData();
+    }
+
+    public async Task OnChange(QueryModel<ChatsDto> queryModel)
+    {
+        await InitData();
+    }
+
+    private async Task InitData()
+    {
+        if (string.IsNullOrEmpty(searchString))
+        {
+            _total = _chats_Repositories.Count(p => true);
+            var chatList = _chats_Repositories.GetDB().Queryable<Chats, Apps>((c, a) => new object[] {
+            SqlSugar.JoinType.Left,c.AppId==a.Id
+    }).Select((c, a) => new ChatsDto
+        {
+            Id = c.Id,
+            UserName = c.UserName,
+            AppId = c.AppId,
+            IsSend = c.IsSend,
+            SendReveice = c.IsSend ? "发送" : "接收",
+            Context = c.Context,
+            CreateTime = c.CreateTime,
+            AppName = a.Name
+        }).ToPageList(_pageIndex, _pageSize);
+            chatDtoList = chatList.ToArray();
+        }
+        else
+        {
+            _total = _chats_Repositories.Count(p => p.UserName.Contains(searchString) || p.Context.Contains(searchString));
+            var chatList = _chats_Repositories.GetDB().Queryable<Chats, Apps>((c, a) => new object[] {
+            SqlSugar.JoinType.Left,c.AppId==a.Id
+        }).Select((c, a) => new ChatsDto
+            {
+                Id = c.Id,
+                UserName = c.UserName,
+                AppId = c.AppId,
+                IsSend = c.IsSend,
+                SendReveice = c.IsSend ? "发送" : "接收",
+                Context = c.Context,
+                CreateTime = c.CreateTime,
+                AppName = a.Name
+        }).Where(c => c.UserName.Contains(searchString) || c.Context.Contains(searchString)).ToPageList(_pageIndex, _pageSize);
+            chatDtoList = chatList.ToArray();
+        }
+    }
+
+    private async Task Search(string searchKey)
+    {
+        await InitData();
+    }
+
+    public class ChatsDto : Chats
+    {
+        public string AppName { get; set; }
+        public string SendReveice { get; set; }
+    }
+
+}
--- a/src/AntSK/Pages/Setting/DelKms/DelKms.razor
+++ b/src/AntSK/Pages/Setting/DelKms/DelKms.razor
@@ -0,0 +1,89 @@
+@namespace AntSK.Pages.Setting.AIModel
+@page "/setting/delkms"
+@using AntSK.Services.Auth
+@using AntSK.Domain.Options
+@using AntSK.Domain.Repositories
+@inherits AuthComponentBase
+@using Microsoft.AspNetCore.Authorization
+@attribute [Authorize(Roles = "AntSKAdmin")]
+
+<GridContent>
+    <Card>
+        <Result Status="error"
+                Title="删除向量表"
+                SubTitle="删除向量表将会删除您的所有知识库文件，以及知识库向量。请谨慎操作！"
+                Style="margin-top: 48px; margin-bottom: 16px;">
+            <Extra>
+                <Button Type="primary" OnClick="DelDimensions">删除向量表</Button>
+            </Extra>
+            <ChildContent>
+                <div class="title__b__0">
+                    当您切换不同维度的向量模型时，出现异常:
+                </div>
+                <div style="margin-bottom: 16px;">
+                <Icon Type="close-circle" Theme="outline" Class="error_icon" Style="margin-right: 8px;" />
+                Npgsql.PostgresException (0x80004005): 22000: expected 2048 dimensions, not 1024  
+                </div>
+                <div>
+                <Icon Type="close-circle" Theme="outline" Class="error_icon" Style="margin-right: 8px;" />
+                您需要删除向量表，然后重建向量维度。
+                </div>
+            </ChildContent>
+        </Result>
+    </Card>
+</GridContent>
+
+<Modal @ref="_modal" Visible="_showAdminPwdVisible" Footer="null" Closable Title="请输入管理员密码" OnCancel="OnCancel" DestroyOnClose>
+    <Flex Gap="10" Vertical>
+        <InputGroup>
+            <InputPassword @bind-Value="@adminPwd" Placeholder="管理员密码" Size="@InputSize.Large" />
+        </InputGroup>
+        <InputGroup>
+            <Button Type="primary" OnClick="DelSubmit">确认</Button>
+        </InputGroup>
+    </Flex>
+</Modal>
+@code {
+    [Inject] protected MessageService? Message { get; set; }
+    [Inject] protected IKmsDetails_Repositories kmsDetails_Repositories { get; set; }
+
+    [Inject] protected IConfirmService _confirmService { get; set; }
+
+    private Modal _modal;
+    private bool _showAdminPwdVisible = false;
+    private string adminPwd = "";
+
+    public async Task DelDimensions()
+    {
+        var content = "删除向量表将会删除您的所有知识库文件，以及知识库向量。请谨慎操作！";
+        var title = "删除向量表";
+        var result = await _confirmService.Show(content, title, ConfirmButtons.YesNo);
+        if (result == ConfirmResult.Yes)
+        {
+            _showAdminPwdVisible = true;
+        }
+    }
+
+    public async Task DelSubmit() {
+        if (adminPwd != LoginOption.Password)
+        {
+            _ = Message.Error("管理员密码错误！");
+            return;
+        }
+
+        kmsDetails_Repositories.GetDB().Ado.ExecuteCommand("DROP TABLE IF EXISTS \"km-kms\"");    
+        kmsDetails_Repositories.GetDB().Ado.ExecuteCommand("DROP TABLE IF EXISTS \"km-file\"");    
+        var kmsDetails = await kmsDetails_Repositories.GetListAsync();
+        foreach (var detail in kmsDetails)
+        {
+            kmsDetails_Repositories.Delete(detail);
+        }     
+        _showAdminPwdVisible = false;
+        _ = Message.Info("删除成功！");
+    }
+
+    private void OnCancel()
+    {
+        _showAdminPwdVisible = false;
+    }
+}
--- a/src/AntSK/Program.cs
+++ b/src/AntSK/Program.cs
@@ -66,14 +66,19 @@ builder.Services.AddBackgroundTaskBroker().AddHandler<ImportKMSTaskReq, BackGrou
        NativeLibraryConfig
           .Instance
           .WithCuda(false)
-           .WithLogs(true);
+           .WithLogCallback((level, message) => {
+               Console.WriteLine($"[llama {level}]: {message.TrimEnd('\n')}");
+            });
    }
    else if (LLamaSharpOption.RunType.ToUpper() == "GPU")
    {
        NativeLibraryConfig
        .Instance
        .WithCuda(true)
-        .WithLogs(true);
+        .WithLogCallback((level, message) => {
+            Console.WriteLine($"[llama {level}]: {message.TrimEnd('\n')}");
+         })
+        .WithAvx(NativeLibraryConfig.AvxLevel.Avx);
    }
 }

--- a/src/AntSK/plugins/KMSPlugin/QA/config.json
+++ b/src/AntSK/plugins/KMSPlugin/QA/config.json
@@ -0,0 +1,12 @@
+{
+  "schema": 1,
+  "description": "知识库问答",
+  "execution_settings": {
+    "default": {
+      "temperature": 0.0,
+      "top_p": 0.0,
+      "presence_penalty": 0.0,
+      "frequency_penalty": 0.0
+    }
+  }
+}
--- a/src/AntSK/plugins/KMSPlugin/QA/skprompt.txt
+++ b/src/AntSK/plugins/KMSPlugin/QA/skprompt.txt
@@ -0,0 +1,13 @@
+我会给你一段文本，学习它们，并整理学习成果，要求为：
+1. 提出最多 25 个问题。
+2. 给出每个问题的答案。
+3. 答案要详细完整，答案可以包含普通文字、链接、代码、表格、公示、媒体链接等 markdown 元素。
+4. 按格式返回多个问题和答案:
+
+Q1: 问题。
+A1: 答案。
+Q2:
+A2:
+……
+
+我的文本："""{{$input}}"""
--- a/src/AntSK/wwwroot/assets/logo.svg
+++ b/src/AntSK/wwwroot/assets/logo.svg
@@ -1 +1,30 @@
-<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="200" height="200" version="1.1" viewBox="0 0 200 200"><title>Group 28 Copy 5</title><desc>Created with Sketch.</desc><defs><linearGradient id="linearGradient-1" x1="62.102%" x2="108.197%" y1="0%" y2="37.864%"><stop offset="0%" stop-color="#4285EB"/><stop offset="100%" stop-color="#2EC7FF"/></linearGradient><linearGradient id="linearGradient-2" x1="69.644%" x2="54.043%" y1="0%" y2="108.457%"><stop offset="0%" stop-color="#29CDFF"/><stop offset="37.86%" stop-color="#148EFF"/><stop offset="100%" stop-color="#0A60FF"/></linearGradient><linearGradient id="linearGradient-3" x1="69.691%" x2="16.723%" y1="-12.974%" y2="117.391%"><stop offset="0%" stop-color="#FA816E"/><stop offset="41.473%" stop-color="#F74A5C"/><stop offset="100%" stop-color="#F51D2C"/></linearGradient><linearGradient id="linearGradient-4" x1="68.128%" x2="30.44%" y1="-35.691%" y2="114.943%"><stop offset="0%" stop-color="#FA8E7D"/><stop offset="51.264%" stop-color="#F74A5C"/><stop offset="100%" stop-color="#F51D2C"/></linearGradient></defs><g id="Page-1" fill="none" fill-rule="evenodd" stroke="none" stroke-width="1"><g id="logo" transform="translate(-20.000000, -20.000000)"><g id="Group-28-Copy-5" transform="translate(20.000000, 20.000000)"><g id="Group-27-Copy-3"><g id="Group-25" fill-rule="nonzero"><g id="2"><path id="Shape" fill="url(#linearGradient-1)" d="M91.5880863,4.17652823 L4.17996544,91.5127728 C-0.519240605,96.2081146 -0.519240605,103.791885 4.17996544,108.487227 L91.5880863,195.823472 C96.2872923,200.518814 103.877304,200.518814 108.57651,195.823472 L145.225487,159.204632 C149.433969,154.999611 149.433969,148.181924 145.225487,143.976903 C141.017005,139.771881 134.193707,139.771881 129.985225,143.976903 L102.20193,171.737352 C101.032305,172.906015 99.2571609,172.906015 98.0875359,171.737352 L28.285908,101.993122 C27.1162831,100.824459 27.1162831,99.050775 28.285908,97.8821118 L98.0875359,28.1378823 C99.2571609,26.9692191 101.032305,26.9692191 102.20193,28.1378823 L129.985225,55.8983314 C134.193707,60.1033528 141.017005,60.1033528 145.225487,55.8983314 C149.433969,51.69331 149.433969,44.8756232 145.225487,40.6706018 L108.58055,4.05574592 C103.862049,-0.537986846 96.2692618,-0.500797906 91.5880863,4.17652823 Z"/><path id="Shape" fill="url(#linearGradient-2)" d="M91.5880863,4.17652823 L4.17996544,91.5127728 C-0.519240605,96.2081146 -0.519240605,103.791885 4.17996544,108.487227 L91.5880863,195.823472 C96.2872923,200.518814 103.877304,200.518814 108.57651,195.823472 L145.225487,159.204632 C149.433969,154.999611 149.433969,148.181924 145.225487,143.976903 C141.017005,139.771881 134.193707,139.771881 129.985225,143.976903 L102.20193,171.737352 C101.032305,172.906015 99.2571609,172.906015 98.0875359,171.737352 L28.285908,101.993122 C27.1162831,100.824459 27.1162831,99.050775 28.285908,97.8821118 L98.0875359,28.1378823 C100.999864,25.6271836 105.751642,20.541824 112.729652,19.3524487 C117.915585,18.4685261 123.585219,20.4140239 129.738554,25.1889424 C125.624663,21.0784292 118.571995,14.0340304 108.58055,4.05574592 C103.862049,-0.537986846 96.2692618,-0.500797906 91.5880863,4.17652823 Z"/></g><path id="Shape" fill="url(#linearGradient-3)" d="M153.685633,135.854579 C157.894115,140.0596 164.717412,140.0596 168.925894,135.854579 L195.959977,108.842726 C200.659183,104.147384 200.659183,96.5636133 195.960527,91.8688194 L168.690777,64.7181159 C164.472332,60.5180858 157.646868,60.5241425 153.435895,64.7316526 C149.227413,68.936674 149.227413,75.7543607 153.435895,79.9593821 L171.854035,98.3623765 C173.02366,99.5310396 173.02366,101.304724 171.854035,102.473387 L153.685633,120.626849 C149.47715,124.83187 149.47715,131.649557 153.685633,135.854579 Z"/></g><ellipse id="Combined-Shape" cx="100.519" cy="100.437" fill="url(#linearGradient-4)" rx="23.6" ry="23.581"/></g></g></g></g></svg>
+<?xml version="1.0" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 20010904//EN"
+ "http://www.w3.org/TR/2001/REC-SVG-20010904/DTD/svg10.dtd">
+<svg version="1.0" xmlns="http://www.w3.org/2000/svg"
+ width="370.000000pt" height="370.000000pt" viewBox="0 0 370.000000 370.000000"
+ preserveAspectRatio="xMidYMid meet">
+
+<g transform="translate(0.000000,370.000000) scale(0.100000,-0.100000)"
+fill="#000000" stroke="none">
+<path d="M1914 3198 c-87 -152 -450 -815 -526 -960 l-46 -86 26 -7 c15 -4 116
+-3 225 1 l197 7 69 121 c38 66 83 150 101 185 l32 65 19 -25 c10 -13 44 -71
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+-203 404 -177 324 -439 785 -446 785 0 0 -38 -64 -82 -142z"/>
+<path d="M772 3019 c-198 -53 -353 -165 -459 -332 -13 -20 -41 -72 -63 -115
+-51 -102 -64 -184 -58 -372 5 -129 8 -153 33 -215 48 -118 105 -205 195 -295
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+-29 152 1 76 5 99 27 147 47 101 142 175 263 205 l65 16 0 208 0 209 -47 -1
+c-27 0 -81 -9 -121 -20z"/>
+<path d="M830 1153 c-38 -7 -42 -14 -123 -156 -153 -271 -169 -304 -151 -311
+8 -3 109 -6 224 -6 l209 0 70 128 c132 242 176 330 168 339 -9 9 -356 14 -397
+6z"/>
+<path d="M2802 1152 l-42 -7 93 -170 c121 -220 154 -273 175 -279 55 -15 114
+-17 263 -11 l166 7 -119 222 c-66 121 -122 224 -126 227 -10 10 -359 18 -410
+11z"/>
+</g>
+</svg>
--- a/src/AntSK/wwwroot/data/menu.json
+++ b/src/AntSK/wwwroot/data/menu.json
@@ -35,9 +35,27 @@
      }
    ]
  },
+  {
+    "path": "/modelmanager",
+    "name": "模型管理",
+    "key": "modelmanager",
+    "icon": "shop",
+    "children": [
+      {
+        "path": "/modelmanager/modellist",
+        "name": "模型管理",
+        "key": "modelmanager.modellist"
+      },
+      {
+        "path": "/modelmanager/modeldown",
+        "name": "模型下载",
+        "key": "modelmanager.modeldown"
+      }
+    ]
+  },
  {
    "path": "/setting",
-    "name": "设置",
+    "name": "系统设置",
    "key": "setting",
    "icon": "setting",
    "children": [
@@ -47,14 +65,14 @@
        "key": "setting.user"
      },
      {
-        "path": "/setting/modellist",
-        "name": "模型管理",
-        "key": "setting.modellist"
+        "path": "/setting/chathistory",
+        "name": "聊天记录",
+        "key": "setting.chathistory"
      },
      {
-        "path": "/setting/modeldown",
-        "name": "模型下载",
-        "key": "setting.modeldown"
+        "path": "/setting/delkms",
+        "name": "删除向量表",
+        "key": "setting.delkms"
      }
    ]
  },
--- a/src/AntSk.LLM/AntSK.LLM.csproj
+++ b/src/AntSk.LLM/AntSK.LLM.csproj
@@ -17,8 +17,32 @@
  </ItemGroup>

  <ItemGroup>
-    <None Update="stable-diffusion.dll">
-      <CopyToOutputDirectory>Always</CopyToOutputDirectory>
+    <None Update="StableDiffusion\Backend\CPU\stable-diffusion.dll">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+    <None Update="StableDiffusion\Backend\CPU\stable-diffusion.so">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+    <None Update="StableDiffusion\Backend\Cuda11\stable-diffusion.dll">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+    <None Update="StableDiffusion\Backend\Cuda11\stable-diffusion.so">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+    <None Update="StableDiffusion\Backend\Cuda12\stable-diffusion.dll">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+    <None Update="StableDiffusion\Backend\Cuda12\stable-diffusion.so">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+    <None Update="StableDiffusion\Backend\ROCm\stable-diffusion.dll">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+    <None Update="StableDiffusion\Backend\ROCm\stable-diffusion.so">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+    <None Update="StableDiffusionModelList.txt">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
    </None>
  </ItemGroup>

--- a/src/AntSk.LLM/StableDiffusion/Backend/CPU/stable-diffusion.dll
+++ b/src/AntSk.LLM/StableDiffusion/Backend/CPU/stable-diffusion.dll
--- a/src/AntSk.LLM/StableDiffusion/Backend/CPU/stable-diffusion.so
+++ b/src/AntSk.LLM/StableDiffusion/Backend/CPU/stable-diffusion.so
--- a/src/AntSk.LLM/StableDiffusion/Backend/Cuda11/stable-diffusion.dll
+++ b/src/AntSk.LLM/StableDiffusion/Backend/Cuda11/stable-diffusion.dll
--- a/src/AntSk.LLM/StableDiffusion/Backend/Cuda11/stable-diffusion.so
+++ b/src/AntSk.LLM/StableDiffusion/Backend/Cuda11/stable-diffusion.so
--- a/src/AntSk.LLM/StableDiffusion/Backend/Cuda12/stable-diffusion.dll
+++ b/src/AntSk.LLM/StableDiffusion/Backend/Cuda12/stable-diffusion.dll
--- a/src/AntSk.LLM/StableDiffusion/Backend/Cuda12/stable-diffusion.so
+++ b/src/AntSk.LLM/StableDiffusion/Backend/Cuda12/stable-diffusion.so
--- a/src/AntSk.LLM/StableDiffusion/Backend/ROCm/stable-diffusion.dll
+++ b/src/AntSk.LLM/StableDiffusion/Backend/ROCm/stable-diffusion.dll
--- a/src/AntSk.LLM/StableDiffusion/Backend/ROCm/stable-diffusion.so
+++ b/src/AntSk.LLM/StableDiffusion/Backend/ROCm/stable-diffusion.so
--- a/src/AntSk.LLM/StableDiffusion/SDHelper.cs
+++ b/src/AntSk.LLM/StableDiffusion/SDHelper.cs
@@ -1,5 +1,4 @@
-using System;
-using System.Drawing;
+using System.Drawing;
 using System.Drawing.Imaging;
 using System.Runtime.InteropServices;

@@ -23,15 +22,16 @@ namespace AntSK.LLM.StableDiffusion
        static readonly Native.SdLogCallback sd_Log_Cb;
        static readonly Native.SdProgressCallback sd_Progress_Cb;

-        static SDHelper()
-        {
-            sd_Log_Cb = new Native.SdLogCallback(OnNativeLog);
-            Native.sd_set_log_callback(sd_Log_Cb, IntPtr.Zero);
+        //Hide the code below so that the process can be seen in console.
+        //static SDHelper()
+        //{
+        //    sd_Log_Cb = new Native.SdLogCallback(OnNativeLog);
+        //    Native.sd_set_log_callback(sd_Log_Cb, IntPtr.Zero);

-            sd_Progress_Cb = new Native.SdProgressCallback(OnProgressRunning);
-            Native.sd_set_progress_callback(sd_Progress_Cb, IntPtr.Zero);
+        //    sd_Progress_Cb = new Native.SdProgressCallback(OnProgressRunning);
+        //    Native.sd_set_progress_callback(sd_Progress_Cb, IntPtr.Zero);

-        }
+        //}

        public static bool Initialize(ModelParams modelParams)
        {
@@ -83,6 +83,16 @@ namespace AntSK.LLM.StableDiffusion
        {
            if (!IsInitialized) throw new ArgumentNullException("Model not loaded!");

+            IntPtr cnPtr = IntPtr.Zero;
+            if (textToImageParams.ControlCond != null)
+            {
+                if (textToImageParams.ControlCond.Width > 1)
+                {
+                    SDImage cnImg = GetSDImageFromBitmap(textToImageParams.ControlCond);
+                    cnPtr = GetPtrFromImage(cnImg);
+                }
+            }
+
            SDImagePtr sd_Image_ptr = Native.txt2img(sd_ctx,
                          textToImageParams.Prompt,
                          textToImageParams.NegativePrompt,
@@ -94,7 +104,7 @@ namespace AntSK.LLM.StableDiffusion
                          textToImageParams.SampleSteps,
                          textToImageParams.Seed,
                          textToImageParams.BatchCount,
-                          SDImagePtr.Zero,
+                          cnPtr,
                          textToImageParams.ControlStrength,
                          textToImageParams.StyleStrength,
                          textToImageParams.NormalizeInput,
@@ -200,6 +210,13 @@ namespace AntSK.LLM.StableDiffusion
            return sd_Image;
        }

+        private static IntPtr GetPtrFromImage(SDImage sdImg)
+        {
+            IntPtr imgPtr = Marshal.AllocHGlobal(Marshal.SizeOf(typeof(SDImage)));
+            Marshal.StructureToPtr(sdImg, imgPtr, false);
+            return imgPtr;
+        }
+
        private static void OnNativeLog(SdLogLevel level, string text, IntPtr data)
        {
            Log?.Invoke(null, new StableDiffusionEventArgs.StableDiffusionLogEventArgs { Level = level, Text = text });
--- a/src/AntSk.LLM/StableDiffusionModelList.txt
+++ b/src/AntSk.LLM/StableDiffusionModelList.txt
@@ -0,0 +1,6 @@
+AsAHuman/chilloutmix
+GraMpa7/dreamsharper
+Airic/Anything-V4.5
+liqira/anythingv3
+wind1/MoYou
+Reuploadingfromcivitai/DosMix
Author	SHA1	Message	Date
zyxucp	9cb36174fd	Update README.md	2024-04-23 14:16:50 +08:00
zyxucp	6265f94ef2	fix 修改文档导入问答单独的index	2024-04-23 13:32:57 +08:00
zyxucp	09d90b654c	fix 处理文档问答问题	2024-04-23 13:28:38 +08:00
zyxucp	64e2bca2e6	Merge pull request #80 from AIDotNet/fix_chatkmsbug fix 修改聊天记录知识库保存bug	2024-04-23 12:54:49 +08:00
zyxucp	328ece6d73	fix 修改聊天记录知识库保存bug	2024-04-23 12:53:51 +08:00
zyxucp	fabb8c2044	fix 处理合并	2024-04-23 11:51:08 +08:00
zyxucp	6ca75df880	fix 处理合并	2024-04-23 11:50:46 +08:00
zyxucp	3d4dfaced1	margin	2024-04-23 11:48:43 +08:00
zyxucp	d532bf3bb6	add 聊天历史记录搜索	2024-04-22 23:50:08 +08:00
zyxucp	e1fd288875	fix 样式修改	2024-04-22 23:37:20 +08:00
zyxucp	91eae9cfa8	fix 修改聊天记录存储	2024-04-22 23:31:08 +08:00
zyxucp	b0059942d3	Merge pull request #79 from AIDotNet/feature_chat Feature chat	2024-04-22 23:17:58 +08:00
zyxucp	a716982878	add 聊天记录	2024-04-22 23:17:16 +08:00
zyxucp	3d4e48f9f5	fix 修改错误	2024-04-22 22:26:45 +08:00
zyxucp	1f212d3156	update semantic kernel to 1.8.0	2024-04-22 22:19:46 +08:00
zyxucp	7d91ef6ba1	Update LICENSE	2024-04-22 22:14:44 +08:00
zyxucp	2a450b00de	add 处理在有用户时使用chats表次存储聊天记录，匿名访问时使用localstorage存储聊天记录	2024-04-22 22:03:34 +08:00
zyxucp	3a97068248	Update README.md	2024-04-21 12:12:46 +08:00
zeyu xu	1d9d95899a	update 更新antsk logo	2024-04-21 11:17:51 +08:00
zyxucp	7ae8e52b57	Merge pull request #77 from AIDotNet/feature_bge update kernelMemory nuget版本	2024-04-21 11:01:06 +08:00
zeyu xu	f5c195a1d0	update kernelMemory nuget版本	2024-04-21 11:00:36 +08:00
zyxucp	78a6b662d3	Update docker-compose.simple.yml	2024-04-20 23:30:27 +08:00
zyxucp	5f814eb76c	Update docker-compose.yml	2024-04-20 23:30:07 +08:00
zyxucp	d9e5ebb464	Update README.md	2024-04-20 23:29:48 +08:00
zyxucp	bce0e9183c	Update README.md	2024-04-20 23:29:26 +08:00
zyxucp	c40a7bcf22	Merge pull request #76 from AIDotNet/feature_bge Feature bge	2024-04-20 23:19:10 +08:00
zeyu xu	97a7d447ab	add rerank kms	2024-04-20 23:18:07 +08:00
zeyu xu	f803b9538b	fix 调整目录	2024-04-20 21:17:27 +08:00
zeyu xu	1ac34c1702	add 应用增加rerank	2024-04-20 21:09:34 +08:00
zeyu xu	e07b480da1	add bgemodel	2024-04-20 21:02:44 +08:00
zeyu xu	9036af57e3	重命名	2024-04-20 20:56:55 +08:00
zeyu xu	93288f9b5c	add bgererank 模型下载	2024-04-20 20:56:00 +08:00
zyxucp	f40dd8b013	Merge pull request #75 from AIDotNet/feature_menu add 模型管理页面文字超长的样式处理	2024-04-20 10:42:23 +08:00
zeyu xu	c6b83d0695	add 模型管理页面文字超长的样式处理	2024-04-20 10:41:48 +08:00
zyxucp	592c850198	Merge pull request #74 from AIDotNet/feature_menu add 单独剥离模型管理菜单	2024-04-20 10:31:43 +08:00
zeyu xu	4a3930ac7b	add 单独剥离模型管理菜单	2024-04-20 10:31:19 +08:00
zyxucp	c05ba0af3e	Update README.md	2024-04-19 23:20:44 +08:00
zyxucp	630ee51df6	Update docker-compose.simple.yml	2024-04-19 23:20:26 +08:00
zyxucp	d0e75e26c3	Update docker-compose.yml	2024-04-19 23:20:04 +08:00
zyxucp	62c36c3072	Merge pull request #73 from AIDotNet/feature_deldimensions add DelDimensions	2024-04-19 23:09:33 +08:00
zeyu xu	baef309064	add DelDimensions	2024-04-19 23:08:50 +08:00
zeyu xu	d717cbad9c	update nuget sqlsugar	2024-04-19 22:12:02 +08:00
zeyu xu	5ef0624605	fix 修改WithLogCallback 日志输出	2024-04-19 22:04:08 +08:00
zyxucp	af2930a371	fix 修改WithLog	2024-04-19 18:37:03 +08:00
zyxucp	98f0f9fe84	Update README.md	2024-04-18 22:15:30 +08:00
zeyu xu	28a23271e9	fix 文件名修改	2024-04-18 22:05:23 +08:00
zeyu xu	f1ba0bdf10	add 模型删除校验	2024-04-18 21:49:09 +08:00
zeyu xu	0d5513f374	add Directory.Build.props	2024-04-18 21:23:25 +08:00
zyxucp	4812cc308c	Update README.md	2024-04-17 22:59:46 +08:00
zyxucp	584f7faded	add 环境变量	2024-04-17 18:25:58 +08:00
zyxucp	08dcef2d8b	Update docker-compose.simple.yml	2024-04-16 21:56:58 +08:00
zyxucp	68218733a2	Update docker-compose.yml	2024-04-16 21:56:40 +08:00
zyxucp	eb64cbf3d4	update 升级km nuget版本	2024-04-16 17:01:32 +08:00
zyxucp	f0e8a55522	Merge pull request #72 from AIDotNet/feature_qa1 fix 修改切分使用服务注入	2024-04-16 13:56:39 +08:00
zyxucp	5ec5a0bde4	fix 修改切分使用服务注入	2024-04-16 13:54:24 +08:00
zyxucp	1cc56dd553	Merge pull request #71 from AIDotNet/feature_qa Feature qa	2024-04-15 23:27:02 +08:00
zeyu xu	64e949a88b	add qa切片	2024-04-15 23:26:23 +08:00
zeyu xu	a2390a7c97	add qa问答	2024-04-15 23:21:11 +08:00
zeyu xu	559661bb6c	add qa 参数	2024-04-15 21:30:06 +08:00
zyxucp	79326de263	Merge pull request #70 from IntptrMax/Add-stable-diffusion-reference-for-Windows Add stable diffusion reference for windows	2024-04-15 10:37:03 +08:00
IntptrMax	3815891b28	remove unused stable-diffusion.dll	2024-04-15 08:51:17 +08:00
IntptrMax	42d474382a	Merge branch 'AIDotNet:main' into Add-stable-diffusion-reference-for-Windows	2024-04-15 08:36:29 +08:00
IntptrMax	fe691f2d44	1.Update some Stable Diffusion code	2024-04-15 08:34:16 +08:00
IntptrMax	3ee41a8ab1	1. Add references for Stable Diffusion for windows. 2. Update load lib code	2024-04-15 08:22:12 +08:00
zeyu xu	7ca41dff8a	add docker file py	2024-04-13 10:56:47 +08:00
zeyu xu	ba2e86993e	add dll	2024-04-13 10:55:42 +08:00
zyxucp	13878046a2	忽略文件	2024-04-12 12:13:43 +08:00
zeyu xu	49ff8bf54f	fix 删除空引用	2024-04-11 23:35:53 +08:00
zeyu xu	e9cc5a3993	add loadding	2024-04-11 22:32:00 +08:00
zyxucp	b213964b63	Merge pull request #67 from IntptrMax/UpdateStableDiffusion Update Stable Diffusion	2024-04-11 21:53:44 +08:00
IntptrMax	bfbed44270	Update Stable Diffusion	2024-04-11 15:11:17 +08:00
zyxucp	9b07d88392	Update Dockerfile-py	2024-04-10 23:31:20 +08:00
zyxucp	3f8ed109f9	fix nuget	2024-04-10 23:23:18 +08:00
zyxucp	3f969627a4	fix 修改ocr runtime	2024-04-10 22:51:37 +08:00
zyxucp	d92970819a	Merge pull request #65 from AIDotNet/feature_ocr add runtime	2024-04-10 22:39:28 +08:00
zyxucp	23e756fa9b	add runtime	2024-04-10 22:37:32 +08:00
zyxucp	5f58126fbf	Merge pull request #64 from AIDotNet/feature_ocr Feature ocr	2024-04-10 22:25:36 +08:00
zyxucp	dcfd0ffb8f	add ocr	2024-04-10 22:23:59 +08:00
zyxucp	17221d056c	add img	2024-04-10 21:57:45 +08:00
zyxucp	4a9dcfada4	fix 修改默认key	2024-04-10 21:54:26 +08:00
zyxucp	bb6c2bb020	fix 升级LLamaSharp	2024-04-09 12:32:39 +08:00
zyxucp	a8760a34de	fix 修改地址错误问题	2024-04-09 12:20:15 +08:00
zeyu xu	1e432a5782	fix 删除pynet	2024-04-08 14:50:34 +08:00
zeyu xu	cb861ef2bb	fix OCR	2024-04-08 12:38:14 +08:00
zeyu xu	7cee8fd87a	add OCR 和文档查询上限	2024-04-08 12:10:32 +08:00
zeyu xu	8ce0e5d348	add ocr	2024-04-07 22:31:57 +08:00
zyxucp	90bce7c89f	Merge branch 'main' of https://github.com/AIDotNet/AntSK	2024-04-07 15:59:03 +08:00
zyxucp	b840d0bcce	fix add gpu avx	2024-04-07 15:58:26 +08:00
zyxucp	bfa6d28289	Update README.md	2024-04-07 14:40:47 +08:00
zeyu xu	f6e6ca9747	Merge branch 'main' of github.com:AIDotNet/AntSK	2024-04-07 11:44:15 +08:00
zeyu xu	75f8d39648	fix 修改类型	2024-04-07 11:44:05 +08:00
zyxucp	9a939eba5a	fix 修改异步为同步	2024-04-07 11:03:18 +08:00
zyxucp	4e93efe821	fix 修改异步为同步	2024-04-07 10:49:35 +08:00
zyxucp	8bdbee80a0	fix 修改类型	2024-04-07 10:37:16 +08:00
zyxucp	6bdf5dcc03	fix 修复PG字段报错问题	2024-04-07 10:05:15 +08:00
zeyu xu	0bf0a9d78a	fix chat style	2024-04-06 11:50:15 +08:00
zeyu xu	38e9fea601	Merge branch 'main' of github.com:AIDotNet/AntSK	2024-04-06 11:47:59 +08:00
zeyu xu	d2366b3b46	update Semantic Kernel and fix kmsdetaillist style	2024-04-06 11:47:49 +08:00
zyxucp	3aff93083a	Update README.md	2024-04-06 11:04:58 +08:00
zeyu xu	eb998199db	fix 删除不要的Controller	2024-04-06 00:03:53 +08:00
zeyu xu	1dd794af1b	fix 修改安装向量插件	2024-04-06 00:03:17 +08:00
zeyu xu	08c9923e7e	update docker-compose.yal	2024-04-05 23:58:45 +08:00