update deepseek 思考

BAAI/bge-reranker-v2-minicpm-layerwise

README.md

@@ -20,7 +20,7 @@
 
 - **Online Search**: AntSK, real-time access to the latest information, ensuring users receive the most timely and relevant data.
 
-- **Model Management**: Adapts and manages integration of different models from different manufacturers, including gguf types supported by **llama.cpp** and models offline running supported by **llamafactory** and **ollama**.
+- **Model Management**: Adapts and manages integration of different models from different manufacturers, models offline running supported by **llamafactory** and **ollama**.
 
 - **Domestic Innovation**: AntSK supports domestic models and databases and can run under domestic innovation conditions.
 
@@ -101,6 +101,7 @@ services:
       - D://model:/app/model
 networks:
   antsk:
+    external: true
 ```
 Taking this as an example, it means mounting the local D://model folder of Windows into the container /app/model. If so, the model address in your appsettings.json should be configured as
 

docker-compose.simple.yml

@@ -3,9 +3,9 @@ version: '3.8'
 services:
   antsk:
     container_name: antsk
-    image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:v0.5.2
+    image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:v0.5.5
     # 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:p0.5.2
+    # image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:p0.5.5
     ports:
       - 5000:5000
     networks:

docker-compose.yml

@@ -32,9 +32,9 @@ services:
       - ./pg/data:/var/lib/postgresql/data
   antsk:
     container_name: antsk
-    image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:v0.5.2
+    image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:v0.5.5
     # 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:p0.5.2
+    # image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:p0.5.5
     ports:
       - 5000:5000
     networks:

src/AntSK.Domain/AntSK.Domain.csproj

@@ -29,8 +29,6 @@
     <PackageReference Include="Microsoft.SemanticKernel" Version="$(SKVersion)" />
     <PackageReference Include="Microsoft.SemanticKernel.Core" Version="$(SKVersion)" />
     <PackageReference Include="Microsoft.SemanticKernel.Plugins.Core" Version="$(SKVersion)-alpha" />
-    <PackageReference Include="Microsoft.KernelMemory.AI.OpenAI" Version="$(KMVersion)" />
-    <PackageReference Include="Microsoft.KernelMemory.AI.AzureOpenAI" Version="$(KMVersion)" />
     <PackageReference Include="Microsoft.KernelMemory.Core" Version="$(KMVersion)" />
     <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Postgres" Version="$(KMVersion)" />
     <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Qdrant" Version="$(KMVersion)" />

src/AntSK.Domain/AntSK.Domain.xml

@@ -252,6 +252,53 @@
             <param name="history"></param>
             <returns></returns>
         </member>
+        <member name="P:AntSK.Domain.Result.Code">
+            <summary>
+            错误码，0是正常返回，异常返回错误码
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Result.Data">
+            <summary>
+            返回数据
+            </summary>
+        </member>
+        <member name="P:AntSK.Domain.Result.Message">
+            <summary>
+            返回信息详情
+            </summary>
+        </member>
+        <member name="M:AntSK.Domain.ResponseResult.Success">
+            <summary>
+            执行成功
+            </summary>
+            <returns></returns>
+        </member>
+        <member name="M:AntSK.Domain.ResponseResult.Success(System.Object,System.String,System.String)">
+            <summary>
+            执行成功
+            </summary>
+            <param name="data"></param>
+            <param name="code"></param>
+            <param name="message"></param>
+            <returns></returns>
+        </member>
+        <member name="M:AntSK.Domain.ResponseResult.Error(System.Object,System.String,System.String)">
+            <summary>
+            执行失败
+            </summary>
+            <param name="data"></param>
+            <param name="code"></param>
+            <param name="message"></param>
+            <returns></returns>
+        </member>
+        <member name="M:AntSK.Domain.ResponseResult.Error(System.String,System.String)">
+            <summary>
+            执行失败
+            </summary>
+            <param name="code"></param>
+            <param name="message"></param>
+            <returns></returns>
+        </member>
         <member name="P:AntSK.Domain.Options.DBConnectionOption.DbType">
             <summary>
             sqlite连接字符串
@@ -419,7 +466,7 @@
         </member>
         <member name="P:AntSK.Domain.Repositories.Chats.CreateTime">
             <summary>
-            创建事件
+            创建时间
             </summary>
         </member>
         <member name="P:AntSK.Domain.Repositories.Chats.FileName">

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

@@ -18,4 +18,11 @@
         public List<string> input { get; set; }
     }
 
+    public class RerankModel
+    {
+        public string modelId { get; set; }
+        public string query { get; set; }
+
+        public string document { get; set; }
+    }
 }

src/AntSK.Domain/Domain/Model/ResponseResult.cs

@@ -0,0 +1,85 @@
+namespace AntSK.Domain
+{
+    public class Result
+    {
+        /// <summary>
+        /// 错误码，0是正常返回，异常返回错误码
+        /// </summary>
+        public string Code { get; set; } = "0";
+        /// <summary>
+        /// 返回数据
+        /// </summary>
+        public object Data { get; set; }
+        /// <summary>
+        /// 返回信息详情
+        /// </summary>
+        public string Message { get; set; }
+
+
+    }
+
+    public static class ResponseResult
+    {
+        /// <summary>
+        /// 执行成功
+        /// </summary>
+        /// <returns></returns>
+        public static Result Success()
+        {
+            return new Result
+            {
+                Data = "",
+                Code = "0",
+                Message = "ok"
+            };
+        }
+
+        /// <summary>
+        /// 执行成功
+        /// </summary>
+        /// <param name="data"></param>
+        /// <param name="code"></param>
+        /// <param name="message"></param>
+        /// <returns></returns>
+        public static Result Success(this object data, string code = "0", string message = "ok")
+        {
+            return new Result
+            {
+                Data = data,
+                Code = code,
+                Message = message
+            };
+        }
+        /// <summary>
+        /// 执行失败
+        /// </summary>
+        /// <param name="data"></param>
+        /// <param name="code"></param>
+        /// <param name="message"></param>
+        /// <returns></returns>
+        public static Result Error(this object data, string code, string message)
+        {
+            return new Result
+            {
+                Data = data,
+                Code = code,
+                Message = message
+            };
+        }
+        /// <summary>
+        /// 执行失败
+        /// </summary>
+        /// <param name="code"></param>
+        /// <param name="message"></param>
+        /// <returns></returns>
+        public static Result Error(string code, string message)
+        {
+            return new Result
+            {
+                Data = "",
+                Code = code,
+                Message = message
+            };
+        }
+    }
+}

src/AntSK.Domain/Domain/Other/Bge/BegRerankConfig.cs

@@ -36,8 +36,16 @@ namespace AntSK.Domain.Domain.Other.Bge
                             dynamic flagEmbedding = Py.Import("FlagEmbedding");
 
                             dynamic model_dir = modelscope.snapshot_download(modelName, revision: "master");
-                            dynamic flagReranker = flagEmbedding.FlagReranker(model_dir, use_fp16: false);
-                            model = flagReranker;
+                            if (modelName == "BAAI/bge-reranker-v2-minicpm-layerwise")
+                            {
+                                dynamic flagReranker = flagEmbedding.LayerWiseFlagLLMReranker(model_dir, use_fp16: true);
+                                model = flagReranker;
+                            }
+                            else
+                            {
+                                dynamic flagReranker = flagEmbedding.FlagReranker(model_dir, use_fp16: true);
+                                model = flagReranker;
+                            }
                             return model;
                         }
                     }
@@ -66,7 +74,15 @@ namespace AntSK.Domain.Domain.Other.Bge
                         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.ConvertToString().Trim('[').Trim(']').ConvertToDouble();
+
+                    //BAAI/bge-reranker-v2-minicpm-layerwise
+                    // https://www.modelscope.cn/models/AI-ModelScope/bge-reranker-v2-m3
+
+                    //PyList cutoffLayers = new PyList();
+                    //cutoffLayers.Append(new PyInt(8));
+                    //dynamic scores = model.compute_score(pyList, cutoff_layers: cutoffLayers);
+
+                    return result.ConvertToDouble();
                 }
                 catch (Exception ex)
                 {

src/AntSK.Domain/Domain/Other/Bge/BgeEmbeddingConfig.cs

@@ -1,4 +1,4 @@
-using Microsoft.KernelMemory.AI;
+using Microsoft.KernelMemory.AI.OpenAI;
 using Python.Runtime;
 using Serilog;
 using System;

src/AntSK.Domain/Domain/Other/KMExcelHandler.cs

@@ -1,7 +1,7 @@
 using AntSK.Domain.Domain.Model.Constant;
 using AntSK.Domain.Utils;
 using Microsoft.Extensions.Logging;
-using Microsoft.KernelMemory.AI;
+using Microsoft.KernelMemory.AI.OpenAI;
 using Microsoft.KernelMemory.Configuration;
 using Microsoft.KernelMemory.DataFormats.Text;
 using Microsoft.KernelMemory.Diagnostics;

src/AntSK.Domain/Domain/Other/QAHandler.cs

@@ -3,7 +3,7 @@ using AntSK.Domain.Domain.Model;
 using AntSK.Domain.Utils;
 using Microsoft.Extensions.Configuration;
 using Microsoft.Extensions.Logging;
-using Microsoft.KernelMemory.AI;
+using Microsoft.KernelMemory.AI.OpenAI;
 using Microsoft.KernelMemory.Configuration;
 using Microsoft.KernelMemory.DataFormats.Text;
 using Microsoft.KernelMemory.Diagnostics;

src/AntSK.Domain/Repositories/AI/Chat/Chats.cs

@@ -29,7 +29,7 @@ namespace AntSK.Domain.Repositories
         /// </summary>
         public bool IsSend { get; set; } = false;
         /// <summary>
-        /// 创建事件
+        /// 创建时间
         /// </summary>
         public DateTime CreateTime { get; set; }
 

src/AntSK.LLM/OllamaModelList.txt

@@ -24,6 +24,12 @@ deepseek-coder:6.7b
 deepseek-coder:33b
 deepseek-coder-v2:16b
 deepseek-coder-v2:236b
+deepseek-r1:1.5b
+deepseek-r1:7b
+deepseek-r1:8b
+deepseek-r1:14b
+deepseek-r1:32b
+deepseek-r1:70b
 phi:2.7b
 phi3:mini
 phi3:medium

src/AntSK/Controllers/OpenController.cs

@@ -1,4 +1,5 @@
-using AntSK.Domain.Domain.Model.Dto.OpenAPI;
+using AntSK.Domain;
+using AntSK.Domain.Domain.Model.Dto.OpenAPI;
 using AntSK.Domain.Utils;
 using AntSK.Services.OpenApi;
 using Microsoft.AspNetCore.Mvc;
@@ -22,5 +23,22 @@ namespace AntSK.Controllers
             string sk = HttpContext.Request.Headers["Authorization"].ConvertToString();
             await _openApiService.Chat(model, sk, HttpContext);
         }
+
+        [HttpPost]
+        [Route("api/v1/rerank")]
+        public async Task<IActionResult> Rerank(RerankModel model)
+        {
+            try
+            {
+                string sk = HttpContext.Request.Headers["Authorization"].ConvertToString();
+                var result = await _openApiService.Rerank(model, sk, HttpContext);
+                return Ok(result.Success());
+            }
+            catch (Exception ex)
+            {
+                return Ok(ResponseResult.Error("1001",ex.Message));
+            }
+
+        }
     }
 }

src/AntSK/Pages/ChatPage/Components/ChatView.razor

@@ -126,6 +126,11 @@
     .ant-card-body {
         height: 90% !important;
     }
+
+    .think {
+        color: gray;
+        font-style: italic;
+    }
 </style>
 
 @code {

src/AntSK/Pages/ChatPage/Components/ChatView.razor.cs

@@ -329,7 +329,7 @@ namespace AntSK.Pages.ChatPage.Components
             await foreach (var content in chatResult)
             {
                 rawContent.Append(content.ConvertToString());
-                info.Context = Markdown.ToHtml(rawContent.ToString());
+                info.Context = Markdown.ToHtml(rawContent.ToString().Replace("<think>", "<div class=\"think\">").Replace("</think>", "</div>"));
                 await Task.Delay(30);
                 await InvokeAsync(StateHasChanged);
             }
@@ -366,7 +366,7 @@ namespace AntSK.Pages.ChatPage.Components
                 {
                     rawContent.Append(content.ConvertToString());
                 }
-                info.Context = Markdown.ToHtml(rawContent.ToString());
+                info.Context = Markdown.ToHtml(rawContent.ToString().Replace("<think>", "<div class=\"think\">").Replace("</think>", "</div>"));
                 await Task.Delay(30);
                 await InvokeAsync(StateHasChanged);
             }

src/AntSK/Pages/Setting/AIModel/AddModel.razor

@@ -92,10 +92,10 @@
                     <FormItem Label="模型版本" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
                         <SimpleSelect DefaultValue="Lite" @bind-Value="@context.ModelName">
                             <SelectOptions>
-                                <SimpleSelectOption Value="Max" Label="Max"></SimpleSelectOption>
-                                <SimpleSelectOption Value="Pro" Label="Pro"></SimpleSelectOption>
+                                <SimpleSelectOption Value="V3_5" Label="Max"></SimpleSelectOption>
+                                <SimpleSelectOption Value="V3" Label="Pro"></SimpleSelectOption>
                                 <SimpleSelectOption Value="V2" Label="V2"></SimpleSelectOption>
-                                <SimpleSelectOption Value="Lite" Label="Lite"></SimpleSelectOption>
+                                <SimpleSelectOption Value="V1_5" Label="Lite"></SimpleSelectOption>
                             </SelectOptions>
                         </SimpleSelect>
                     </FormItem>

src/AntSK/Pages/Setting/AIModel/AddModel.razor.cs

@@ -65,7 +65,7 @@ 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 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 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", "BAAI/bge-reranker-v2-minicpm-layerwise" };
         private bool BgeEmbeddingIsStart = false;
         private string BgeEmbeddingBtnText = "初始化";
 

src/AntSK/Pages/Setting/AIModel/ModelList.razor

@@ -39,7 +39,11 @@
                             delete(async ()=>await Delete(context.Id))
                              }" Style="width:100%">
                                 <div class="listContent" style="width:100%">
-                                    <div class="listContentItem" style="width:15%">
+                                    <div class="listContentItem" style="width:20%">
+                                        <b>模型ID</b>
+                                        <p title="@context.Id">@context.Id</p>
+                                    </div>
+                                    <div class="listContentItem" style="width:5%">
                                         <b>模型描述</b>
                                         <p title="@context.ModelDescription">@context.ModelDescription</p>
                                     </div>
@@ -99,11 +103,11 @@
                                             }
                                         </p>
                                     </div>
-                                    <div class="listContentItem" style="width:25%">
+                                    <div class="listContentItem" style="width:20%">
                                         <b>模型地址</b>
                                         <p title="@context.EndPoint">@context.EndPoint</p>
                                     </div>
-                                    <div class="listContentItem" style="width:15%">
+                                    <div class="listContentItem" style="width:10%">
                                         <b>模型名称</b>
                                         <p title="@context.ModelName">@context.ModelName</p>
                                     </div>

src/AntSK/Services/OpenApi/OpenApiService.cs

@@ -1,6 +1,7 @@
 using AntSK.Domain.Common.DependencyInjection;
 using AntSK.Domain.Domain.Interface;
 using AntSK.Domain.Domain.Model.Dto.OpenAPI;
+using AntSK.Domain.Domain.Other.Bge;
 using AntSK.Domain.Repositories;
 using AntSK.Domain.Utils;
 using Microsoft.KernelMemory;
@@ -17,6 +18,8 @@ namespace AntSK.Services.OpenApi
     public interface IOpenApiService
     {
         Task Chat(OpenAIModel model, string sk, HttpContext HttpContext);
+
+        Task<double> Rerank(RerankModel model, string sk, HttpContext HttpContext);
     }
 
     [ServiceDescription(typeof(IOpenApiService), ServiceLifetime.Scoped)]
@@ -24,7 +27,8 @@ namespace AntSK.Services.OpenApi
         IApps_Repositories _apps_Repositories,
         IKernelService _kernelService,
         IKMService _kMService,
-        IChatService _chatService
+        IChatService _chatService,
+        IAIModels_Repositories _aIModels_Repositories
     ) : IOpenApiService
     {
         public async Task Chat(OpenAIModel model, string sk, HttpContext HttpContext)
@@ -252,5 +256,16 @@ namespace AntSK.Services.OpenApi
             }
             return (questions,history);
         }
+
+        public async Task<double> Rerank(RerankModel model, string sk, HttpContext HttpContext)
+        {
+            var rerankModel = _aIModels_Repositories.GetById(model.modelId);
+            BegRerankConfig.LoadModel(rerankModel.EndPoint, rerankModel.ModelName);
+            List<string> rerank = new List<string>();
+            rerank.Add(model.query);
+            rerank.Add(model.document);
+            var result= BegRerankConfig.Rerank(rerank);
+            return result;
+        }
     }
 }

src/Directory.Build.props

@@ -1,9 +1,9 @@
 <Project>
   <!-- See https://aka.ms/dotnet/msbuild/customize for more details on customizing your build -->
   <PropertyGroup>
-    <KMVersion>0.90.241021.1</KMVersion>
+    <KMVersion>0.71.240820.1</KMVersion>
     <NewtonsoftVersion>13.0.3</NewtonsoftVersion>
     <RestSharpVersion>112.1.0</RestSharpVersion>
-    <SKVersion>1.24.1</SKVersion>
+    <SKVersion>1.17.2</SKVersion>
   </PropertyGroup>
 </Project>