update llamafactory

Merge branch 'main' of https://github.com/AIDotNet/AntSK
add embedding model
2026-02-19 23:49:13 +08:00 · 2025-02-18 15:23:46 +08:00 · 2025-02-17 16:34:02 +08:00 · 2025-02-17 16:28:31 +08:00 · 2025-02-17 10:44:48 +08:00 · 2025-02-17 10:41:06 +08:00
67 changed files with 28096 additions and 1132 deletions
--- a/216
+++ b/216
@@ -1,201 +1,79 @@
-                                 Apache License
-                           Version 2.0, January 2004
-                        http://www.apache.org/licenses/
+## AntSK 用户协议

-   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+欢迎使用 AntSK 。请仔细阅读以下协议条款，继续使用本软件即表示您同意本协议内容。

-   1. Definitions.
+**许可协议**

-      "License" shall mean the terms and conditions for use, reproduction,
-      and distribution as defined by Sections 1 through 9 of this document.
+本软件采用 Apache License 2.0 许可。除 Apache License 2.0 规定的条款外，您在使用 AntSK 时还应遵守以下附加条款：

-      "Licensor" shall mean the copyright owner or entity authorized by
-      the copyright owner that is granting the License.
+**一. 商用许可**

-      "Legal Entity" shall mean the union of the acting entity and all
-      other entities that control, are controlled by, or are under common
-      control with that entity. For the purposes of this definition,
-      "control" means (i) the power, direct or indirect, to cause the
-      direction or management of such entity, whether by contract or
-      otherwise, or (ii) ownership of fifty percent (50%) or more of the
-      outstanding shares, or (iii) beneficial ownership of such entity.
+1. **免费商用**：用户在不修改代码的情况下，可以免费用于商业目的。
+2. **商业授权**：如果您满足以下任意条件之一，需取得商业授权：
+   1. 对本软件进行二次修改、开发（包括但不限于修改应用名称、logo、代码以及功能）。
+   2. 为企业客户提供多租户服务，且该服务支持 10 人或以上的使用。
+   3. 预装或集成到硬件设备或产品中进行捆绑销售。
+   4. 政府或教育机构的大规模采购项目，特别是涉及安全、数据隐私等敏感需求时。

-      "You" (or "Your") shall mean an individual or Legal Entity
-      exercising permissions granted by this License.
+**二. 贡献者协议**

-      "Source" form shall mean the preferred form for making modifications,
-      including but not limited to software source code, documentation
-      source, and configuration files.
+作为 AntSK 的贡献者，您应当同意以下条款：

-      "Object" form shall mean any form resulting from mechanical
-      transformation or translation of a Source form, including but
-      not limited to compiled object code, generated documentation,
-      and conversions to other media types.
+1. **许可调整**：生产者有权根据需要对开源协议进行调整，使其更加严格或宽松。
+2. **商业用途**：您贡献的代码可能会被用于商业用途，包括但不限于云业务运营。

-      "Work" shall mean the work of authorship, whether in Source or
-      Object form, made available under the License, as indicated by a
-      copyright notice that is included in or attached to the work
-      (an example is provided in the Appendix below).
+**三. 其他条款**

-      "Derivative Works" shall mean any work, whether in Source or Object
-      form, that is based on (or derived from) the Work and for which the
-      editorial revisions, annotations, elaborations, or other modifications
-      represent, as a whole, an original work of authorship. For the purposes
-      of this License, Derivative Works shall not include works that remain
-      separable from, or merely link (or bind by name) to the interfaces of,
-      the Work and Derivative Works thereof.
+1. 本协议条款的解释权归 AntSK 开发者所有。
+2. 本协议可能根据实际情况进行更新，更新时将通过本软件通知用户。

-      "Contribution" shall mean any work of authorship, including
-      the original version of the Work and any modifications or additions
-      to that Work or Derivative Works thereof, that is intentionally
-      submitted to Licensor for inclusion in the Work by the copyright owner
-      or by an individual or Legal Entity authorized to submit on behalf of
-      the copyright owner. For the purposes of this definition, "submitted"
-      means any form of electronic, verbal, or written communication sent
-      to the Licensor or its representatives, including but not limited to
-      communication on electronic mailing lists, source code control systems,
-      and issue tracking systems that are managed by, or on behalf of, the
-      Licensor for the purpose of discussing and improving the Work, but
-      excluding communication that is conspicuously marked or otherwise
-      designated in writing by the copyright owner as "Not a Contribution."
+如有任何问题或需申请商业授权，请联系 AntSK 开发团队。

-      "Contributor" shall mean Licensor and any individual or Legal Entity
-      on behalf of whom a Contribution has been received by Licensor and
-      subsequently incorporated within the Work.
+除上述特定条件外，其他所有权利和限制均遵循 Apache License 2.0。有关 Apache License 2.0 的详细信息，请访问 http://www.apache.org/licenses/LICENSE-2.0。

-   2. Grant of Copyright License. Subject to the terms and conditions of
-      this License, each Contributor hereby grants to You a perpetual,
-      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-      copyright license to reproduce, prepare Derivative Works of,
-      publicly display, publicly perform, sublicense, and distribute the
-      Work and such Derivative Works in Source or Object form.
+---

-   3. Grant of Patent License. Subject to the terms and conditions of
-      this License, each Contributor hereby grants to You a perpetual,
-      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-      (except as stated in this section) patent license to make, have made,
-      use, offer to sell, sell, import, and otherwise transfer the Work,
-      where such license applies only to those patent claims licensable
-      by such Contributor that are necessarily infringed by their
-      Contribution(s) alone or by combination of their Contribution(s)
-      with the Work to which such Contribution(s) was submitted. If You
-      institute patent litigation against any entity (including a
-      cross-claim or counterclaim in a lawsuit) alleging that the Work
-      or a Contribution incorporated within the Work constitutes direct
-      or contributory patent infringement, then any patent licenses
-      granted to You under this License for that Work shall terminate
-      as of the date such litigation is filed.
+根据 Apache 许可证 2.0 版（“许可证”）进行许可；除非符合许可证，否则您不得使用此文件。您可以在以下网址获取许可证副本：

-   4. Redistribution. You may reproduce and distribute copies of the
-      Work or Derivative Works thereof in any medium, with or without
-      modifications, and in Source or Object form, provided that You
-      meet the following conditions:
+http://www.apache.org/licenses/LICENSE-2.0

-      (a) You must give any other recipients of the Work or
-          Derivative Works a copy of this License; and
+除非适用法律要求或书面同意，软件根据许可证分发的内容以“原样”分发，不附带任何明示或暗示的保证或条件。请参阅特定语言管理权限的许可证和许可证下的限制。

-      (b) You must cause any modified files to carry prominent notices
-          stating that You changed the files; and
+## AntSK User Agreement

-      (c) You must retain, in the Source form of any Derivative Works
-          that You distribute, all copyright, patent, trademark, and
-          attribution notices from the Source form of the Work,
-          excluding those notices that do not pertain to any part of
-          the Derivative Works; and
+Welcome to AntSK, a AI knowledge base. Please read the following agreement carefully. By continuing to use this software, you agree to the terms outlined below.

-      (d) If the Work includes a "NOTICE" text file as part of its
-          distribution, then any Derivative Works that You distribute must
-          include a readable copy of the attribution notices contained
-          within such NOTICE file, excluding those notices that do not
-          pertain to any part of the Derivative Works, in at least one
-          of the following places: within a NOTICE text file distributed
-          as part of the Derivative Works; within the Source form or
-          documentation, if provided along with the Derivative Works; or,
-          within a display generated by the Derivative Works, if and
-          wherever such third-party notices normally appear. The contents
-          of the NOTICE file are for informational purposes only and
-          do not modify the License. You may add Your own attribution
-          notices within Derivative Works that You distribute, alongside
-          or as an addendum to the NOTICE text from the Work, provided
-          that such additional attribution notices cannot be construed
-          as modifying the License.
+**License Agreement**

-      You may add Your own copyright statement to Your modifications and
-      may provide additional or different license terms and conditions
-      for use, reproduction, or distribution of Your modifications, or
-      for any such Derivative Works as a whole, provided Your use,
-      reproduction, and distribution of the Work otherwise complies with
-      the conditions stated in this License.
+This software is licensed under the **Apache License 2.0**. In addition to the terms of the Apache License 2.0, the following additional terms apply to the use of AntSK:

-   5. Submission of Contributions. Unless You explicitly state otherwise,
-      any Contribution intentionally submitted for inclusion in the Work
-      by You to the Licensor shall be under the terms and conditions of
-      this License, without any additional terms or conditions.
-      Notwithstanding the above, nothing herein shall supersede or modify
-      the terms of any separate license agreement you may have executed
-      with Licensor regarding such Contributions.
+**I. Commercial Use License**

-   6. Trademarks. This License does not grant permission to use the trade
-      names, trademarks, service marks, or product names of the Licensor,
-      except as required for reasonable and customary use in describing the
-      origin of the Work and reproducing the content of the NOTICE file.
+1. **Free Commercial Use**: Users can use the software for commercial purposes without modifying the code.
+2. **Commercial License Required**: A commercial license is required if any of the following conditions are met:
+   1. You modify, develop, or alter the software, including but not limited to changes to the application name, logo, code, or functionality.
+   2. You provide multi-tenant services to enterprise customers with 10 or more users.
+   3. You pre-install or integrate the software into hardware devices or products and bundle it for sale.
+   4. You are engaging in large-scale procurement for government or educational institutions, especially involving security, data privacy, or other sensitive requirements.

-   7. Disclaimer of Warranty. Unless required by applicable law or
-      agreed to in writing, Licensor provides the Work (and each
-      Contributor provides its Contributions) on an "AS IS" BASIS,
-      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
-      implied, including, without limitation, any warranties or conditions
-      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
-      PARTICULAR PURPOSE. You are solely responsible for determining the
-      appropriateness of using or redistributing the Work and assume any
-      risks associated with Your exercise of permissions under this License.
+**II. Contributor Agreement**

-   8. Limitation of Liability. In no event and under no legal theory,
-      whether in tort (including negligence), contract, or otherwise,
-      unless required by applicable law (such as deliberate and grossly
-      negligent acts) or agreed to in writing, shall any Contributor be
-      liable to You for damages, including any direct, indirect, special,
-      incidental, or consequential damages of any character arising as a
-      result of this License or out of the use or inability to use the
-      Work (including but not limited to damages for loss of goodwill,
-      work stoppage, computer failure or malfunction, or any and all
-      other commercial damages or losses), even if such Contributor
-      has been advised of the possibility of such damages.
+As a contributor to AntSK, you agree to the following:

-   9. Accepting Warranty or Additional Liability. While redistributing
-      the Work or Derivative Works thereof, You may choose to offer,
-      and charge a fee for, acceptance of support, warranty, indemnity,
-      or other liability obligations and/or rights consistent with this
-      License. However, in accepting such obligations, You may act only
-      on Your own behalf and on Your sole responsibility, not on behalf
-      of any other Contributor, and only if You agree to indemnify,
-      defend, and hold each Contributor harmless for any liability
-      incurred by, or claims asserted against, such Contributor by reason
-      of your accepting any such warranty or additional liability.
+1. **License Adjustment**: The producer reserves the right to adjust the open-source license as needed, making it stricter or more lenient.
+2. **Commercial Use**: Any code you contribute may be used for commercial purposes, including but not limited to cloud business operations.

-   END OF TERMS AND CONDITIONS
+**III. Other Terms**

-   APPENDIX: How to apply the Apache License to your work.
+1. The interpretation of these terms is subject to the discretion of AntSK developers.
+2. These terms may be updated, and users will be notified through the software when changes occur.

-      To apply the Apache License to your work, attach the following
-      boilerplate notice, with the fields enclosed by brackets "[]"
-      replaced with your own identifying information. (Don't include
-      the brackets!)  The text should be enclosed in the appropriate
-      comment syntax for the file format. We also recommend that a
-      file or class name and description of purpose be included on the
-      same "printed page" as the copyright notice for easier
-      identification within third-party archives.
+For any questions or to request a commercial license, please contact the AntSK development team.

-   Copyright [2024] [许泽宇]
+Apart from the specific conditions mentioned above, all other rights and restrictions follow the Apache License 2.0. Detailed information about the Apache License 2.0 can be found at http://www.apache.org/licenses/LICENSE-2.0.

-   Licensed under the Apache License, Version 2.0 (the "License");
-   you may not use this file except in compliance with the License.
-   You may obtain a copy of the License at
+---

-       http://www.apache.org/licenses/LICENSE-2.0
+Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0

-   Unless required by applicable law or agreed to in writing, software
-   distributed under the License is distributed on an "AS IS" BASIS,
-   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-   See the License for the specific language governing permissions and
-   limitations under the License.
+Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.
--- a/README.md
+++ b/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.

@@ -42,6 +42,8 @@ AntSK is suitable for various business scenarios, such as:
 [document](http://antsk.cn/)

 [demo](https://demo.antsk.cn/)
+and
+[demo1](https://antsk.ai-dotnet.com/)

 ```
 Default account: test
@@ -84,7 +86,8 @@ version: '3.8'
 services:
  antsk:
    container_name: antsk
-    image: registry.cn-hangzhou.aliyuncs.com/AIDotNet/antsk:v0.1.5ports:
+    image: registry.cn-hangzhou.aliyuncs.com/AIDotNet/antsk:v0.5.0
+    ports:
      - 5000:5000
    networks:
      - antsk
@@ -98,11 +101,18 @@ 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
-```
-model/xxx.gguf
-```
+
+[LiteDockerCompose](https://github.com/AIDotNet/AntSK/blob/main/docker-compose.simple.yml)
+
+The compact version is deployed with sqlite-disk by one click
+
+[FullDockerCompose](https://github.com/AIDotNet/AntSK/blob/main/docker-compose.yml)
+
+The full version uses pg+aspire
+

 ## 3️⃣Some meanings of configuration file
 ```
@@ -119,11 +129,6 @@ model/xxx.gguf
  "FileDir": {
    "DirectoryPath": "D:\\git\\AntBlazor\\model"
  },
-  "LLamaSharp": {
-    "RunType": "GPU",
-    "ContextSize": 2048,
-    "GpuLayerCount": 20
-  },
  "Login": {
    "User": "admin",
    "Password": "xuzeyu"
@@ -147,11 +152,8 @@ DBConnection.ConnectionStrings
 //The ConnectionString of Qdrant and AzureAISearch uses Endpoint | APIKey
 KernelMemory.VectorDb

-//Local model execution options: GPU and CPU. When using the online API, any option can be used.
-LLamaSharp.RunType
-
 //Local model path, used for quick selection of models under llama, as well as saving downloaded models.
-LLamaSharp.FileDirectory
+FileDir.DirectoryPath

 //Default admin account password
 Login
@@ -188,13 +190,6 @@ I'm using CodeFirst mode for the database, so as long as the database connection
 8. Many people ask about the difference between LLamaSharp and llamafactory. In fact, LLamaSharp is a .NET implementation of llama.cpp, but only supports local gguf models, while llamafactory supports a wider variety of models and uses Python implementation. The main difference lies here. Additionally, llamafactory has the ability to fine-tune models, which is an area we will focus on integrating in the future.
 ```

-## 🤝 Contributing
-
-[PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)
-
-If you would like to contribute, feel free to create a [Pull Request](https://github.com/AIDotNet/AntSK/pulls), or give us [Bug Report](https://github.com/AIDotNet/AntSK/issues/new).
-
-
 ## 💕 Contributors

 This project exists thanks to all the people who contribute.
@@ -204,15 +199,35 @@ This project exists thanks to all the people who contribute.
 </a>

 ## 🚨  Use Protocol
-This warehouse follows the [Apache-2.0 License](https://github.com/AIDotNet/AntSK?tab=Apache-2.0-1-ov-file) open source protocol.
-The Apache open source license allows the use of AntSK in commercial environments, provided that the license terms are followed. One of the main terms is to retain the copyright and license statements.
+
+This warehouse follows the [AntSK License](https://github.com/AIDotNet/AntSK?tab=Apache-2.0-1-ov-file) open source protocol.
+
+This project follows the Apache 2.0 agreement, in addition to the following additional terms
+
+1. This project can be used for commercial purposes, but it has the right to prohibit you from using it if it violates the following provisions
+
+2. Without authorization, you are not allowed to modify AntSK's logo and title information
+   
+4. Without authorization, you are not allowed to modify the copyright information at the bottom of the page
+   
+6. If you need authorization, you can contact WeChat: **xuzeyu91**
+
 If you plan to use AntSK in commercial projects, you need to ensure that you follow the following steps:
-1. Copyright statement containing Apache license. [Apache-2.0 License](https://github.com/AIDotNet/AntSK?tab=Apache-2.0-1-ov-file).
+
+1. Copyright statement containing AntSK license. [AntSK License](https://github.com/AIDotNet/AntSK?tab=Apache-2.0-1-ov-file).
+   
 2. If you modify the software source code, you need to clearly indicate these modifications in the source code.
+   
+3. Meet the above requirements  
+
+## 💕 Special thanks
+Helping enterprise AI application development, we recommend [AntBlazor](https://antblazor.com)

 ## ☎️Contact Me
 If you have any questions or suggestions, please contact me through my official WeChat account. We also have a discussion group where you can send a message to join, and then I will add you to the group.

+Additionally, you can also contact me via email: antskpro@qq.com
+
 ![Official WeChat Account](https://github.com/AIDotNet/AntSK/blob/main/images/gzh.jpg)

 ---
--- a/README.zh.md
+++ b/README.zh.md
@@ -43,10 +43,11 @@ AntSK 适用于多种业务场景，例如：
 ## ✏️功能示例
 ### 在线演示

-[文档地址](http://antsk.cn/)
+[体验地址1](https://demo.antsk.cn/)

-[体验地址](https://demo.antsk.cn/)
+和

+[体验地址2](https://antsk.ai-dotnet.com/)
 ```
 默认账号：test

@@ -72,6 +73,12 @@ AntSK 适用于多种业务场景，例如：

 需要配置如下的配置文件

+## 为了方便体验，我已经把打包好的程序放进了网盘，你只需要安装.net8环境即可运行。
+[.net8环境 ](https://dotnet.microsoft.com/zh-cn/download/dotnet/8.0)
+
+[我用夸克网盘分享了「AntSK」](https://pan.quark.cn/s/9462c849cbad)
+
+
 ## 1️⃣使用docker-compose 

 提供了pg版本 **appsettings.json** 和 简化版本（**Sqlite+disk**） **docker-compose.simple.yml**
@@ -111,9 +118,15 @@ networks:
  antsk:
 ```
 以这个为示例，意思是把windows本地D://model的文件夹挂载进 容器内/app/model 如果是这样你的appsettings.json中的模型地址应该配置为  
-```
-model/xxx.gguf
-```
+
+[LiteDockerCompose](https://github.com/AIDotNet/AntSK/blob/main/docker-compose.simple.yml)
+
+精简版使用sqlite+disk向量模式，简化部署配置
+
+[FullDockerCompose](https://github.com/AIDotNet/AntSK/blob/main/docker-compose.yml)
+
+完整版使用pg+aspire 功能更完整，配置文件需要参考如下配置含义进行配置
+

 ## 3️⃣配置文件的一些含义
 ```
@@ -130,11 +143,6 @@ model/xxx.gguf
  "FileDir": {
    "DirectoryPath": "D:\\git\\AntBlazor\\model"
  },
-  "LLamaSharp": {
-    "RunType": "GPU",
-	"ContextSize": 2048,
-    "GpuLayerCount": 20
-  },
  "Login": {
    "User": "admin",
    "Password": "xuzeyu"
@@ -157,11 +165,8 @@ DBConnection.ConnectionStrings
 //Qdrant 和AzureAISearch 的 ConnectionString 使用 Endpoint|APIKey  
 KernelMemory.VectorDb

-//本地模型使用的运行方式  GUP  CPU ,如果用在线API 这个随意使用一个即可
-LLamaSharp.RunType
-
 //本地模型路径，用于在选择llama时可以快速选择目录下的模型，以及保存下载的模型
-LLamaSharp.FileDirectory
+FileDir.DirectoryPath

 //默认管理员账号密码
 Login
@@ -195,13 +200,6 @@ DB我使用的是CodeFirst模式，只要配置好数据库链接，表结构是
 7、点击保存，然后就可以开始聊天了
 8、很多人会问 LLamaSharp与llamafactory有什么区别？其实这两者LLamaSharp是llama.cpp的 dotnet实现，但是只支持本地gguf模型，  而llamafactory 支持的模型种类更多，但使用的是python的实现，其主要差异在这里，另外llamafactory具有模型微调的能力，这也是我们下一步需要重点集成的部分。
 ```
-
-## 🤝 贡献
-
-[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](https://github.com/AIDotNet/AntSK/pulls)
-
-如果你想贡献，可以创建一个[拉取请求](https://github.com/AIDotNet/AntSK/pulls), 或给我们[错误报告](https://github.com/AIDotNet/AntSK/issues/new).
-

 ## 💕 贡献者

@@ -213,18 +211,35 @@ DB我使用的是CodeFirst模式，只要配置好数据库链接，表结构是

 ## 🚨 使用协议

-本仓库遵循  [Apache-2.0 License](https://github.com/AIDotNet/AntSK?tab=Apache-2.0-1-ov-file) 开源协议。
-Apache开源许可证允许在商业环境中使用AntSK，前提是需要遵守许可证的条款。主要条款之一是要保留版权声明和许可证声明。
+本仓库遵循  [AntSK License](https://github.com/AIDotNet/AntSK?tab=Apache-2.0-1-ov-file) 开源协议。
+
+除以下附加条款外，该项目遵循Apache 2.0协议
+
+1. 本项目可以用于商业目的，但如果违反以下规定，它有权禁止您使用
+   
+2. 未经授权，您不允许修改AntSK的徽标和标题信息
+   
+3. 未经授权，您不能修改页面底部的版权信息
+   
+4. 如果您需要授权，可以联系微信：xuzeyu91

 如果您打算在商业项目中使用AntSK，您需要确保遵守以下步骤：

-1、包含Apache许可证的版权声明。 [Apache-2.0 License](https://github.com/AIDotNet/AntSK?tab=Apache-2.0-1-ov-file) 。
+1. 包含AntSK许可证的版权声明。 [AntSK License](https://github.com/AIDotNet/AntSK?tab=Apache-2.0-1-ov-file) 。

-2、如果您修改了软件源代码，您需要在源代码中明确标明这些修改。
+2. 如果您修改了软件源代码，您需要在源代码中明确标明这些修改。
+
+3. 满足以上要求
+
+## 💕 特别感谢
+助力企业级AI应用开发，推荐使用 [AntBlazor](https://antblazor.com)


 ## ☎️联系我
 如有任何问题或建议，请通过以下方式关注我的公众号《许泽宇的技术分享》，发消息与我联系，我们也有AIDotnet交流群，可以发送进群等消息，然后我会拉你进交流群
+
+另外您也可以通过邮箱与我联系：antskpro@qq.com
+
 ![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:v0.4.3
+    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:p0.4.3
+    # image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:p0.5.5
    ports:
      - 5000:5000
    networks:
--- a/docker-compose.yml
+++ b/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:v0.4.3
+    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:p0.4.3
+    # image: registry.cn-hangzhou.aliyuncs.com/xuzeyu91/antsk:p0.5.5
    ports:
      - 5000:5000
    networks:
--- a/src/AntSK.Domain/AntSK.Domain.csproj
+++ b/src/AntSK.Domain/AntSK.Domain.csproj
@@ -8,21 +8,21 @@
    <NoWarn>CA1050,CA1707,CA2007,VSTHRD111,CS1591,RCS1110,CA5394,SKEXP0001,SKEXP0002,SKEXP0003,SKEXP0004,SKEXP0010,SKEXP0011,,SKEXP0012,SKEXP0020,SKEXP0021,SKEXP0022,SKEXP0023,SKEXP0024,SKEXP0025,SKEXP0026,SKEXP0027,SKEXP0028,SKEXP0029,SKEXP0030,SKEXP0031,SKEXP0032,SKEXP0040,SKEXP0041,SKEXP0042,SKEXP0050,SKEXP0051,SKEXP0052,SKEXP0053,SKEXP0054,SKEXP0055,SKEXP0060,SKEXP0061,SKEXP0101,SKEXP0102,KMEXP00</NoWarn>
  </PropertyGroup>
  <ItemGroup>
-    <PackageReference Include="AntDesign.Charts" Version="0.5.5" />
-    <PackageReference Include="AntDesign.ProLayout" Version="0.19.7" />
+    <PackageReference Include="AntDesign.Charts" Version="0.5.6" />
+    <PackageReference Include="AntDesign.ProLayout" Version="0.20.3" />
    <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="pythonnet" Version="3.0.4" />
   
-    <PackageReference Include="Swashbuckle.AspNetCore" Version="6.7.0" />
+    <PackageReference Include="Swashbuckle.AspNetCore" Version="6.9.0" />
    
    <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="$(NewtonsoftVersion)" />
-    <PackageReference Include="SqlSugarCore" Version="5.1.4.166" />
-    <PackageReference Include="System.Data.SQLite.Core" Version="1.0.118" />
+    <PackageReference Include="SqlSugarCore" Version="5.1.4.169" />
+    <PackageReference Include="System.Data.SQLite.Core" Version="1.0.119" />
    <PackageReference Include="RestSharp" Version="$(RestSharpVersion)" />
    <PackageReference Include="NPOI" Version="2.7.1" />

@@ -35,19 +35,13 @@
    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.Redis" Version="$(KMVersion)" />
    <PackageReference Include="Microsoft.KernelMemory.MemoryDb.AzureAISearch" Version="$(KMVersion)" />

-    <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)" />
-
-    <PackageReference Include="Serilog" Version="4.0.1" />
+    <PackageReference Include="Serilog" Version="4.1.0" />
    <PackageReference Include="Serilog.Sinks.Console" Version="6.0.0" />
    <PackageReference Include="Serilog.Sinks.File" Version="6.0.0" />
    <PackageReference Include="Serilog.Extensions.Logging" Version="8.0.1-dev-10391" />
-    <PackageReference Include="Serilog.Settings.Configuration" Version="8.0.2" />
+    <PackageReference Include="Serilog.Settings.Configuration" Version="8.0.4" />
    <PackageReference Include="Serilog.Sinks.Seq" Version="8.0.0" />
-    <PackageReference Include="Serilog.Sinks.OpenTelemetry" Version="4.0.0" />
+    <PackageReference Include="Serilog.Sinks.OpenTelemetry" Version="4.1.1" />
  </ItemGroup>
  <ItemGroup>
    <ProjectReference Include="..\AntSK.LLamaFactory\AntSK.LLamaFactory.csproj" />
--- a/src/AntSK.Domain/AntSK.Domain.xml
+++ b/src/AntSK.Domain/AntSK.Domain.xml
@@ -188,11 +188,6 @@
        <member name="M:AntSK.Domain.Domain.Other.KMExcelHandler.InvokeAsync(Microsoft.KernelMemory.Pipeline.DataPipeline,System.Threading.CancellationToken)">
            <inheritdoc />
        </member>
-        <member name="F:AntSK.Domain.Domain.Other.LLamaConfig.dicLLamaWeights">
-            <summary>
-            避免模型重复加载，本地缓存
-            </summary>
-        </member>
        <member name="P:AntSK.Domain.Domain.Other.QAHandler.StepName">
            <inheritdoc />
        </member>
@@ -257,6 +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
@@ -424,7 +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">
@@ -924,6 +966,20 @@
            <param name="value"></param>
            <returns></returns>
        </member>
+        <member name="M:AntSK.Domain.Utils.ConvertUtils.Unescape(System.String)">
+            <summary>
+            \uxxxx转中文,保留换行符号
+            </summary>
+            <param name="unicodeString"></param>
+            <returns></returns>
+        </member>
+        <member name="M:AntSK.Domain.Utils.ConvertUtils.IsStream(System.String)">
+            <summary>
+            是否为流式请求
+            </summary>
+            <param name="value"></param>
+            <returns></returns>
+        </member>
        <member name="M:AntSK.Domain.Utils.RepoFiles.SamplePluginsPath">
            <summary>
            Scan the local folders from the repo, looking for "samples/plugins" folder.
--- a/src/AntSK.Domain/Common/Embedding/BuilderBgeExtensions.cs
+++ b/src/AntSK.Domain/Common/Embedding/BuilderBgeExtensions.cs
@@ -1,5 +1,4 @@
-using LLamaSharp.KernelMemory;
-using Microsoft.KernelMemory.AI;
+using Microsoft.KernelMemory.AI;
 using Microsoft.KernelMemory;
 using System;
 using System.Collections.Generic;
--- a/src/AntSK.Domain/Common/Embedding/HuggingfaceTextEmbeddingGenerator.cs
+++ b/src/AntSK.Domain/Common/Embedding/HuggingfaceTextEmbeddingGenerator.cs
@@ -1,12 +1,4 @@
-using LLama.Common;
-using LLama;
-using LLamaSharp.KernelMemory;
-using Microsoft.KernelMemory.AI;
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using System.Threading.Tasks;
+using Microsoft.KernelMemory.AI;
 using AntSK.Domain.Domain.Other.Bge;

 namespace AntSK.Domain.Common.Embedding
--- a/src/AntSK.Domain/Common/LLamaFactory/ProcessWrapper.cs
+++ b/src/AntSK.Domain/Common/LLamaFactory/ProcessWrapper.cs
@@ -1,4 +1,4 @@
-using Amazon.Runtime.Internal.Util;
+
 using Microsoft.Extensions.Logging;
 using System;
 using System.Collections.Generic;
--- a/src/AntSK.Domain/Domain/Interface/ILLamaFactoryService.cs
+++ b/src/AntSK.Domain/Domain/Interface/ILLamaFactoryService.cs
@@ -12,7 +12,9 @@ namespace AntSK.Domain.Domain.Interface
    {
        public event LogMessageHandler LogMessageReceived;
        Task PipInstall();
-        Task StartLLamaFactory(string modelName, string templateName);
+
+        Task PipInstallName(string name);
+        Task StartLLamaFactory(string modelName);

        void KillProcess();

--- a/src/AntSK.Domain/Domain/Model/Dto/OpenAPI/OpenAIModel.cs
+++ b/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; }
+    }
 }
--- a/src/AntSK.Domain/Domain/Model/Enum/AIModelType.cs
+++ b/src/AntSK.Domain/Domain/Model/Enum/AIModelType.cs
@@ -13,9 +13,6 @@ namespace AntSK.Domain.Domain.Model.Enum
        [Display(Name = "Azure Open AI")]
        AzureOpenAI = 2,

-        [Display(Name = "LLama本地模型")]
-        LLamaSharp = 3,
-
        [Display(Name = "星火大模型")]
        SparkDesk = 4,

@@ -28,11 +25,11 @@ namespace AntSK.Domain.Domain.Model.Enum
        BgeEmbedding = 7,
        [Display(Name = "Bge Rerank")]
        BgeRerank = 8,
-        [Display(Name = "StableDiffusion")]
-        StableDiffusion = 9,

        [Display(Name = "Ollama")]
        Ollama = 10,
+        [Display(Name = "OllamaEmbedding")]
+        OllamaEmbedding = 11,
        [Display(Name = "模拟输出")]
        Mock = 100,

@@ -45,7 +42,6 @@ namespace AntSK.Domain.Domain.Model.Enum
    {
        Chat = 1,
        Embedding = 2,
-        Image=3,
        Rerank=4
    }
 }
--- a/src/AntSK.Domain/Domain/Model/ResponseResult.cs
+++ b/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
+            };
+        }
+    }
+}
--- a/src/AntSK.Domain/Domain/Other/BackGroundTaskHandler.cs
+++ b/src/AntSK.Domain/Domain/Other/BackGroundTaskHandler.cs
@@ -1,5 +1,4 @@
-using Amazon.Runtime.Internal.Util;
-using AntSK.BackgroundTask;
+using AntSK.BackgroundTask;
 using AntSK.Domain.Domain.Interface;
 using AntSK.Domain.Domain.Model;
 using Microsoft.Extensions.DependencyInjection;
--- a/src/AntSK.Domain/Domain/Other/Bge/BegRerankConfig.cs
+++ b/src/AntSK.Domain/Domain/Other/Bge/BegRerankConfig.cs
@@ -6,6 +6,7 @@ using System.Linq;
 using System.Text;
 using System.Threading.Tasks;
 using static Python.Runtime.Py;
+using AntSK.Domain.Utils;

 namespace AntSK.Domain.Domain.Other.Bge
 {
@@ -35,8 +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;
                        }
                    }
@@ -65,7 +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.As<double>();
+
+                    //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)
                {
--- a/src/AntSK.Domain/Domain/Other/LLamaConfig.cs
+++ b/src/AntSK.Domain/Domain/Other/LLamaConfig.cs
@@ -1,45 +0,0 @@
-using AntSK.Domain.Options;
-using LLama;
-using LLama.Common;
-using LLamaSharp.KernelMemory;
-
-namespace AntSK.Domain.Domain.Other
-{
-    public static class LLamaConfig
-    {
-        static object lockobj = new object();
-        /// <summary>
-        /// 避免模型重复加载，本地缓存
-        /// </summary>
-        static Dictionary<string, (LLamaWeights, ModelParams)> dicLLamaWeights = new Dictionary<string, (LLamaWeights, ModelParams)>();
-        public static (LLamaWeights, ModelParams) GetLLamaConfig(string modelPath, LLamaSharpConfig config = null)
-        {
-            lock (lockobj)
-            {
-                if (dicLLamaWeights.ContainsKey(modelPath))
-                {
-                    return dicLLamaWeights.GetValueOrDefault(modelPath);
-                }
-                else
-                {
-                    InferenceParams infParams = new() { AntiPrompts = ["\n\n"] };
-                    LLamaSharpConfig lsConfig = new(modelPath) { DefaultInferenceParams = infParams };
-                    if (config != null)
-                    {
-                        lsConfig = config;
-                    }
-                    var parameters = new ModelParams(lsConfig.ModelPath)
-                    {
-                        ContextSize = LLamaSharpOption.ContextSize ?? 2048,
-                        Seed = lsConfig?.Seed ?? 0,
-                        GpuLayerCount = LLamaSharpOption.GpuLayerCount ?? 20,
-                        Embeddings = true
-                    };
-                    var weights = LLamaWeights.LoadFromFile(parameters);
-                    dicLLamaWeights.Add(modelPath, (weights, parameters));
-                    return (weights, parameters);
-                }
-            }
-        }
-    }
-}
--- a/src/AntSK.Domain/Domain/Service/ChatService.cs
+++ b/src/AntSK.Domain/Domain/Service/ChatService.cs
@@ -90,10 +90,12 @@ namespace AntSK.Domain.Domain.Service
        public async IAsyncEnumerable<StreamingKernelContent> SendKmsByAppAsync(Apps app, string questions, ChatHistory history, string filePath, List<RelevantSource> relevantSources = null)
        {
            relevantSources?.Clear();
-            var relevantSourceList = await _kMService.GetRelevantSourceList(app, questions);
+            List<RelevantSource> relevantSourceList = new List<RelevantSource>();
+            
            var _kernel = _kernelService.GetKernelByApp(app);
            if (!string.IsNullOrWhiteSpace(filePath))
            {
+                //上传文件问答
                var memory = _kMService.GetMemoryByApp(app);

                // 匹配GUID的正则表达式
@@ -105,7 +107,7 @@ namespace AntSK.Domain.Domain.Service
                {
                    var fileId = match.Value;

-                    var status=await  memory.IsDocumentReadyAsync(fileId, index: KmsConstantcs.KmsIndex);
+                    var status = await memory.IsDocumentReadyAsync(fileId, index: KmsConstantcs.KmsIndex);
                    if (!status)
                    {
                        var result = await memory.ImportDocumentAsync(new Document(fileId).AddFile(filePath)
@@ -129,6 +131,11 @@ namespace AntSK.Domain.Domain.Service
                    app.Prompt = KmsConstantcs.KmsPrompt;
                }
            }
+            else 
+            {
+                //从知识库问答
+                relevantSourceList = await _kMService.GetRelevantSourceList(app, questions);
+            }


            var dataMsg = new StringBuilder();
--- a/src/AntSK.Domain/Domain/Service/KMService.cs
+++ b/src/AntSK.Domain/Domain/Service/KMService.cs
@@ -10,8 +10,6 @@ using AntSK.Domain.Repositories;
 using AntSK.Domain.Utils;
 using AntSK.OCR;
 using DocumentFormat.OpenXml.Drawing.Diagrams;
-using LLama;
-using LLamaSharp.KernelMemory;
 using Markdig;
 using Microsoft.AspNetCore.Components;
 using Microsoft.Extensions.Configuration;
@@ -171,12 +169,6 @@ namespace AntSK.Domain.Domain.Service
                        APIType = AzureOpenAIConfig.APITypes.EmbeddingGeneration,
                    });
                    break;
-
-                case Model.Enum.AIType.LLamaSharp:
-                    var (weights, parameters) = LLamaConfig.GetLLamaConfig(embedModel.ModelName);
-                    var embedder = new LLamaEmbedder(weights, parameters);
-                    memory.WithLLamaSharpTextEmbeddingGeneration(new LLamaSharpTextEmbeddingGenerator(embedder));
-                    break;
                case Model.Enum.AIType.BgeEmbedding:
                    string pyDll = embedModel.EndPoint;
                    string bgeEmbeddingModelName = embedModel.ModelName;
@@ -185,6 +177,13 @@ namespace AntSK.Domain.Domain.Service
                case Model.Enum.AIType.DashScope:
                    memory.WithDashScopeDefaults(embedModel.ModelKey);
                    break;
+                case Model.Enum.AIType.OllamaEmbedding:
+                    memory.WithOpenAITextEmbeddingGeneration(new OpenAIConfig()
+                    {
+                        APIKey = "NotNull",
+                        EmbeddingModel = embedModel.ModelName
+                    }, null, false, embeddingHttpClient);
+                    break;
            }
        }

@@ -211,13 +210,6 @@ namespace AntSK.Domain.Domain.Service
                        APIType = AzureOpenAIConfig.APITypes.TextCompletion,
                    });
                    break;
-
-                case Model.Enum.AIType.LLamaSharp:
-                    var (weights, parameters) = LLamaConfig.GetLLamaConfig(chatModel.ModelName);
-                    var context = weights.CreateContext(parameters);
-                    var executor = new StatelessExecutor(weights, parameters);
-                    memory.WithLLamaSharpTextGeneration(new LlamaSharpTextGenerator(weights, context, executor));
-                    break;
                case Model.Enum.AIType.LLamaFactory:

                    memory.WithOpenAITextGeneration(new OpenAIConfig()
--- a/src/AntSK.Domain/Domain/Service/KernelService.cs
+++ b/src/AntSK.Domain/Domain/Service/KernelService.cs
@@ -4,25 +4,15 @@ using AntSK.Domain.Domain.Interface;
 using AntSK.Domain.Domain.Other;
 using AntSK.Domain.Repositories;
 using AntSK.Domain.Utils;
-using LLama;
-using LLamaSharp.SemanticKernel.TextCompletion;
 using Microsoft.Extensions.DependencyInjection;
 using Microsoft.SemanticKernel;
 using Microsoft.SemanticKernel.Plugins.Core;
 using Microsoft.SemanticKernel.TextGeneration;
 using RestSharp;
-using System;
 using ServiceLifetime = AntSK.Domain.Common.DependencyInjection.ServiceLifetime;
 using AntSK.LLM.Mock;
 using AntSK.Domain.Domain.Model.Enum;
-using AntSK.LLM.LLamaFactory;
-using System.Reflection;
-using DocumentFormat.OpenXml.Drawing;
-using Microsoft.KernelMemory;
-using OpenCvSharp.ML;
-using LLamaSharp.SemanticKernel.ChatCompletion;
 using Microsoft.SemanticKernel.ChatCompletion;
-using Amazon.Runtime.Internal.Util;
 using Microsoft.Extensions.Logging;

 namespace AntSK.Domain.Domain.Service
@@ -108,13 +98,6 @@ namespace AntSK.Domain.Domain.Service
                        );
                    break;

-                case Model.Enum.AIType.LLamaSharp:
-                    var (weights, parameters) = LLamaConfig.GetLLamaConfig(chatModel.ModelName);
-                    var ex = new StatelessExecutor(weights, parameters);
-                    builder.Services.AddKeyedSingleton<ITextGenerationService>("local-llama", new LLamaSharpTextCompletion(ex));
-                    builder.Services.AddKeyedSingleton<IChatCompletionService>("local-llama-chat", new LLamaSharpChatCompletion(ex));
-                    break;
-
                case Model.Enum.AIType.SparkDesk:

                    var settings = chatModel.ModelKey.Split("|");
--- a/src/AntSK.Domain/Domain/Service/LLamaFactoryService.cs
+++ b/src/AntSK.Domain/Domain/Service/LLamaFactoryService.cs
@@ -1,12 +1,13 @@
-using Amazon.Runtime.Internal.Util;
-using AntSK.Domain.Common.DependencyInjection;
+using AntSK.Domain.Common.DependencyInjection;
 using AntSK.Domain.Domain.Interface;
 using AntSK.Domain.Domain.Model.Dto;
 using AntSK.Domain.Options;
+using AntSK.Domain.Utils;
 using AntSK.LLamaFactory.Model;
 using Microsoft.AspNetCore.Mvc.ModelBinding;
 using Microsoft.Extensions.Logging;
 using Newtonsoft.Json;
+using Serilog;
 using System;
 using System.Collections.Generic;
 using System.Diagnostics;
@@ -23,8 +24,6 @@ namespace AntSK.Domain.Domain.Service
    {
        private Process process;

-        public static bool isProcessComplete = false;
-
        private readonly object _syncLock = new object();
        private List<LLamaModel> modelList = new List<LLamaModel>();

@@ -42,7 +41,6 @@ namespace AntSK.Domain.Domain.Service
            var cmdTask = Task.Factory.StartNew(() =>
            {

-                var isProcessComplete = false;

                process = new Process
                {
@@ -74,13 +72,53 @@ namespace AntSK.Domain.Domain.Service
            }, TaskCreationOptions.LongRunning);
            await cmdTask;
        }
-
-        public async Task StartLLamaFactory(string modelName, string templateName)
+        public async Task PipInstallName(string name)
        {
+
            var cmdTask = Task.Factory.StartNew(() =>
            {

-                var isProcessComplete = false;
+                process = new Process
+                {
+                    StartInfo = new ProcessStartInfo
+                    {
+                        FileName = "pip",
+                        Arguments = $"install {name} -i https://pypi.tuna.tsinghua.edu.cn/simple",
+                        UseShellExecute = false,
+                        RedirectStandardOutput = true,
+                        RedirectStandardError = true,
+                        WorkingDirectory = AppDomain.CurrentDomain.BaseDirectory,
+                    }
+                };
+                process.OutputDataReceived += (sender, eventArgs) =>
+                {
+                    Log.Information($"{eventArgs.Data}");
+                    OnLogMessageReceived(eventArgs.Data);
+                };
+                process.ErrorDataReceived += (sender, eventArgs) =>
+                {
+                    Log.Information($"{eventArgs.Data}");
+                    OnLogMessageReceived(eventArgs.Data);
+                };
+                process.Start();
+                process.BeginOutputReadLine();
+                process.BeginErrorReadLine();
+                process.WaitForExit();
+                OnLogMessageReceived("--------------------完成--------------------");
+            }, TaskCreationOptions.LongRunning);
+            await cmdTask;
+        }
+        public async Task StartLLamaFactory(string modelName)
+        {
+            var cmdTask = Task.Factory.StartNew(() =>
+            {
+                string templateName = "default";
+                var modelList = GetLLamaFactoryModels();
+                var model = modelList.Where(p => p.ModelScope == modelName).FirstOrDefault();
+                if (model.IsNotNull() && !string.IsNullOrEmpty(model.Template))
+                {
+                    templateName = model.Template;
+                }

                process = new Process
                {
@@ -162,7 +200,7 @@ namespace AntSK.Domain.Domain.Service
                {
                    foreach (var m in model.Models)
                    {
-                        modelList.Add(new LLamaModel() { Name=m.Key, ModelScope=m.Value.MODELSCOPE });
+                        modelList.Add(new LLamaModel() { Name = m.Key, ModelScope = m.Value.MODELSCOPE, Template = model.Template });
                    }
                }
            }         
--- a/src/AntSK.Domain/Options/LLamaSharpOption.cs
+++ b/src/AntSK.Domain/Options/LLamaSharpOption.cs
@@ -1,9 +0,0 @@
-namespace AntSK.Domain.Options
-{
-    public class LLamaSharpOption
-    {
-        public static string RunType { get; set; }
-        public static uint? ContextSize { get; set; }
-        public static int? GpuLayerCount { get; set; }
-    }
-}
--- a/src/AntSK.Domain/Repositories/AI/App/Apps.cs
+++ b/src/AntSK.Domain/Repositories/AI/App/Apps.cs
@@ -25,7 +25,7 @@ namespace AntSK.Domain.Repositories
        /// 图标
        /// </summary>
        [Required]
-        public string Icon { get; set; }
+        public string Icon { get; set; } = "windows";

        /// <summary>
        /// 类型
@@ -42,6 +42,7 @@ namespace AntSK.Domain.Repositories
        /// <summary>
        /// Embedding 模型Id
        /// </summary>
+        [Required]
        public string? EmbeddingModelID { get; set; }

        public string? RerankModelID { get; set; }
@@ -75,6 +76,7 @@ namespace AntSK.Domain.Repositories
        /// <summary>
        /// 知识库ID列表
        /// </summary>
+        [SugarColumn(ColumnDataType = "varchar(1000)")]
        public string? KmsIdList { get; set; }

        /// <summary>
@@ -85,8 +87,8 @@ namespace AntSK.Domain.Repositories
        /// <summary>
        /// 相似度
        /// </summary>
-        [SugarColumn(DefaultValue = "70")]
-        public double Relevance { get; set; } = 70f;
+        [SugarColumn(DefaultValue = "60")]
+        public double Relevance { get; set; } = 60f;

        /// <summary>
        /// 提问最大token数
--- a/src/AntSK.Domain/Repositories/AI/Chat/Chats.cs
+++ b/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; }

--- a/src/AntSK.Domain/Repositories/AI/Kms/Kmss.cs
+++ b/src/AntSK.Domain/Repositories/AI/Kms/Kmss.cs
@@ -12,7 +12,7 @@ namespace AntSK.Domain.Repositories
        /// 图标
        /// </summary>
        [Required]
-        public string Icon { get; set; }
+        public string Icon { get; set; } = "question-circle";
        /// <summary>
        /// 名称
        /// </summary>
--- a/src/AntSK.Domain/Utils/OpenAIHttpClientHandler.cs
+++ b/src/AntSK.Domain/Utils/OpenAIHttpClientHandler.cs
@@ -23,7 +23,7 @@ namespace AntSK.Domain.Utils
            var uncaseBody = new StringContent(requestBody, Encoding.UTF8, mediaType);
            request.Content = uncaseBody;

-            if (Environment.GetEnvironmentVariable("ASPNETCORE_ENVIRONMENT").ConvertToString() != "Production")
+            if (Environment.GetEnvironmentVariable("ASPNETCORE_ENVIRONMENT").ConvertToString() == "Development")
            {
                //生产环境根据环境变量可去关闭日志
                //便于调试查看请求prompt
@@ -79,7 +79,7 @@ namespace AntSK.Domain.Utils

            // 接着，调用基类的 SendAsync 方法将你的修改后的请求发出去
            HttpResponseMessage response = await base.SendAsync(request, cancellationToken);
-            if (Environment.GetEnvironmentVariable("ASPNETCORE_ENVIRONMENT").ConvertToString() != "Production")
+            if (Environment.GetEnvironmentVariable("ASPNETCORE_ENVIRONMENT").ConvertToString() == "Development")
            {
                string responseContent = requestBody.IsStream() ? response.Content.ReadAsStringAsync().Result : response.Content.ReadAsStringAsync().Result.Unescape();
                Log.Information("{Message}", $"【模型服务接口返回-{guid},host:{_endPoint}】:{Environment.NewLine}{responseContent}");
--- a/src/AntSK.LLM/AntSK.LLM.csproj
+++ b/src/AntSK.LLM/AntSK.LLM.csproj
@@ -17,6 +17,9 @@
  </ItemGroup>

  <ItemGroup>
+    <None Update="OllamaEmbeddingModelList.txt">
+      <CopyToOutputDirectory>Always</CopyToOutputDirectory>
+    </None>
    <None Update="OllamaModelList.txt">
      <CopyToOutputDirectory>Always</CopyToOutputDirectory>
    </None>
--- a/src/AntSK.LLM/OllamaModelList.txt
+++ b/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
--- a/src/AntSK.LLamaFactory/Model/LLamaFactoryModel.cs
+++ b/src/AntSK.LLamaFactory/Model/LLamaFactoryModel.cs
@@ -23,5 +23,7 @@ namespace AntSK.LLamaFactory.Model
    { 
        public string Name { get; set; }
        public string ModelScope { get; set; }
+
+        public string Template { get; set; }
    }
 }
--- a/src/AntSK.sln
+++ b/src/AntSK.sln
@@ -38,11 +38,6 @@ Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "AntSK.AppHost", "AntSK.AppH
 EndProject
 Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "AntSK.ServiceDefaults", "AntSK.ServiceDefaults\AntSK.ServiceDefaults.csproj", "{21AC6184-336E-475F-8975-80A39D59B0CC}"
 EndProject
-Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "解决方案项", "解决方案项", "{76407DD9-6F9D-401C-8A8C-4B6FEC03988A}"
-	ProjectSection(SolutionItems) = preProject
-		Directory.Build.props = Directory.Build.props
-	EndProjectSection
-EndProject
 Global
 	GlobalSection(SolutionConfigurationPlatforms) = preSolution
 		Debug|Any CPU = Debug|Any CPU
--- a/src/AntSK/.config/dotnet-tools.json
+++ b/src/AntSK/.config/dotnet-tools.json
@@ -0,0 +1,13 @@
+{
+  "version": 1,
+  "isRoot": true,
+  "tools": {
+    "dotnet-ef": {
+      "version": "9.0.1",
+      "commands": [
+        "dotnet-ef"
+      ],
+      "rollForward": false
+    }
+  }
+}
--- a/src/AntSK/AntSK.csproj
+++ b/src/AntSK/AntSK.csproj
@@ -8,7 +8,6 @@
    <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>
    <ApplicationIcon>AntSKlogo.ico</ApplicationIcon>
  </PropertyGroup>
-
  <ItemGroup>
    <Compile Remove="llamafactory\**" />
    <Content Remove="llamafactory\**" />
--- a/src/AntSK/Components/GlobalHeader/RightContent.razor
+++ b/src/AntSK/Components/GlobalHeader/RightContent.razor
@@ -19,7 +19,7 @@
        cursor:pointer;
        border:none;
        background-image: url('http://img.shields.io/github/stars/aidotnet/antsk?style=social');
-        width:88px;
+        width:90px;
        height:20px;
    }
 </style>
--- a/src/AntSK/Controllers/OpenController.cs
+++ b/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));
+            }
+
+        }
    }
 }
--- a/src/AntSK/Layouts/BasicLayout.razor
+++ b/src/AntSK/Layouts/BasicLayout.razor
@@ -26,7 +26,7 @@
        </ErrorBoundary>
    </ChildContent>
    <FooterRender>
-        <FooterView Copyright="2024 许泽宇的技术分享" Links="Links"></FooterView>
+        <FooterView Copyright="2024 AntSK版权所有" Links="Links"></FooterView>
    </FooterRender>
 </AntDesign.ProLayout.BasicLayout>
 <SettingDrawer />
@@ -93,9 +93,9 @@
    {
        new LinkItem
        {
-            Key = "许泽宇的技术分享",
-            Title = "许泽宇的技术分享",
-            Href = "./assets/gzh.jpg",
+            Key = "antsk.cn",
+            Title = "antsk.cn",
+            Href = "https://antsk.cn",
            BlankTarget = true,
        },
        new LinkItem
--- a/src/AntSK/Layouts/UserLayout.razor
+++ b/src/AntSK/Layouts/UserLayout.razor
@@ -18,7 +18,7 @@
        </div>
        @Body
    </div>
-    <FooterView Copyright="许泽宇的技术分享" Links="Links"></FooterView>
+    <FooterView Copyright="2024 AntSK版权所有" Links="Links"></FooterView>
 </div>

@code
@@ -27,9 +27,9 @@
    {
        new LinkItem
        {
-            Key = "许泽宇的技术分享",
-            Title = "许泽宇的技术分享",
-            Href = "./assets/gzh.jpg",
+            Key = "antsk.cn",
+            Title = "antsk.cn",
+            Href = "https://antsk.cn",
            BlankTarget = true,
        },
        new LinkItem
--- a/src/AntSK/Pages/AppPage/AddApp.razor
+++ b/src/AntSK/Pages/AppPage/AddApp.razor
@@ -18,11 +18,11 @@
                <FormItem Label="应用名称" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
                    <Input Placeholder="请输入应用名称" @bind-Value="@context.Name" />
                </FormItem>
-                <FormItem Label="图标" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                    @* <Input Placeholder="请输入图标" @bind-Value="@context.Icon" />
-                    <a href="https://antblazor.com/zh-CN/components/icon" target="_blank">图标库</a> *@
+       @*          <FormItem Label="图标" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
+                   <Input Placeholder="请输入图标" @bind-Value="@context.Icon" />
+                    <a href="https://antblazor.com/zh-CN/components/icon" target="_blank">图标库</a> 
                    <IconPicker @bind-Value="@context.Icon"></IconPicker>
-                </FormItem>
+                </FormItem> *@
                <FormItem Label="类型" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
                    <RadioGroup @bind-Value="context.Type" OnChange="OnAppTypeChange" TValue="string" ButtonStyle="RadioButtonStyle.Solid">
                        <Radio RadioButton Value="@AppType.chat.ToString()">会话应用</Radio>
@@ -61,18 +61,6 @@
                        <span>更发散</span>
                    </FormItem>
                }
-
-                else              
-                {
-                    <FormItem Label="图片模型" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <Select DataSource="@_imageList"
-                                @bind-Value="@context.ImageModelID"
-                                ValueProperty="c=>c.Id"
-                                LabelProperty="c=>'【'+c.AIType.ToString()+'】'+c.ModelDescription">
-                        </Select>
-                        <Button Type="@ButtonType.Link" OnClick="NavigateModelList">去创建</Button>
-                    </FormItem>
-                }
                @if (@context.Type == AppType.chat.ToString())
                {
                    <FormItem Label="API插件列表" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
--- a/src/AntSK/Pages/AppPage/AddApp.razor.cs
+++ b/src/AntSK/Pages/AppPage/AddApp.razor.cs
@@ -48,7 +48,6 @@ 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()
        {
            await base.OnInitializedAsync();
@@ -58,7 +57,7 @@ namespace AntSK.Pages.AppPage
            _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();
            foreach (var func in _functionService.Functions)
--- a/src/AntSK/Pages/AppPage/AppList.razor
+++ b/src/AntSK/Pages/AppPage/AppList.razor
@@ -33,6 +33,7 @@
                    {
                        <Card Hoverable Bordered Class="card" Actions="@(new[] {
                            info(()=> Info(context.Id)) ,
+                            use(()=> Use(context.Id)),
                            open(()=> Open(context.Id)),
                            delete(async ()=>await Delete(context.Id)) ,
                       
@@ -75,6 +76,7 @@
@code
 {
    RenderFragment info(Action clickAction) =>@<a key="info" @onclick="@clickAction">查看</a>;
+    RenderFragment use(Action clickAction) =>@<a key="use" @onclick="@clickAction">使用</a>;
    RenderFragment open(Action clickAction) =>@<a key="info" @onclick="@clickAction">外部使用</a>;
    RenderFragment delete(Action clickAction) => @<a key="delete" @onclick="@clickAction">删除</a> ;
 }
--- a/src/AntSK/Pages/AppPage/AppList.razor.cs
+++ b/src/AntSK/Pages/AppPage/AppList.razor.cs
@@ -29,7 +29,7 @@ namespace AntSK.Pages.AppPage
            }
            else
            {
-                data = await _apps_Repositories.GetListAsync(p => p.Name.Contains(searchKey));
+                data = await _apps_Repositories.GetListAsync(p => p.Name.Contains(searchKey)|| p.SecretKey==searchKey);
            }

            list.AddRange(data);
@@ -57,6 +57,10 @@ namespace AntSK.Pages.AppPage
            NavigationManager.NavigateTo($"/app/open/{id}");
        }

+        private void Use(string id)
+        {
+            NavigationManager.NavigateTo($"/chat/{id}");
+        }

        private async Task Delete(string id)
        {
--- a/src/AntSK/Pages/ChatPage/Components/ChatView.razor
+++ b/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 {
--- a/src/AntSK/Pages/ChatPage/Components/ChatView.razor.cs
+++ b/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);
            }
--- a/src/AntSK/Pages/Index.razor
+++ b/src/AntSK/Pages/Index.razor
@@ -69,6 +69,20 @@
        </Row>
        <Divider><Title Level="3">功能特性</Title></Divider>
        <Space Size=@(("10", "10" )) Wrap Align="start" Style="padding:10px">
+        <SpaceItem>
+            <Card Bordered="true" Title=@("👉🏻商业版") Hoverable="true" Style="height:260px;width:300px">
+                <Body>
+                    <Text>● AntSKPro为商业版 <a href="https://antsk.cn" target="_blank">访问官网</a></Text>
+                    <br>
+                    <Text>● 开源版本请参见：</Text>
+                    <a href="https://github.com/AIDotNet/AntSK" target="_blank">AntSK开源版</a>
+                    <br>
+                    <Text>● 如需商业版授权，请联系微信：</Text>
+                    <b style="color:#1890ff">xuzeyu91</b>
+                    <br>
+                </Body>
+            </Card>
+        </SpaceItem>
         <SpaceItem>
             <Card Bordered="true" Title=@("🍬语义内核") Hoverable="true" Style="height:260px;width:300px">
                 <Body>
@@ -152,20 +166,13 @@
             </Card>
         </SpaceItem>
         <SpaceItem>
-            <Card Bordered="true" Title=@("❤项目最新进展") Hoverable="true" Style="height:260px;width:300px">
+            <Card Bordered="true" Title=@("❤关注我的公众号") Hoverable="true" Style="height:260px;width:300px">
                 <Body>
                     <Image Height="170" Src="./assets/gzh.jpg" />
                 </Body>
             </Card>
         </SpaceItem>
-         <SpaceItem>
-             <Card Bordered="true" Title=@("🥤项目赞助") Hoverable="true" Style="height:260px;width:300px">
-                 <Body>
-                    <Image Width="110" Src="./assets/zfb.png" />
-                    <Image Width="110" Src="./assets/wx.png" />
-                 </Body>
-             </Card>
-         </SpaceItem>
+
     </Space>
 </GridContent>

--- a/src/AntSK/Pages/KmsPage/AddKms.razor
+++ b/src/AntSK/Pages/KmsPage/AddKms.razor
@@ -17,11 +17,11 @@
                <FormItem Label="知识库名称" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
                    <Input Placeholder="请输入知识库名称" @bind-Value="@context.Name" />
                </FormItem>
-                <FormItem Label="图标" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                    @* <Input Placeholder="请输入图标" @bind-Value="@context.Icon" />
-                    <a href="https://antblazor.com/zh-CN/components/icon" target="_blank">图标库</a> *@
+                @*  <FormItem Label="图标" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
+                   <Input Placeholder="请输入图标" @bind-Value="@context.Icon" />
+                    <a href="https://antblazor.com/zh-CN/components/icon" target="_blank">图标库</a> 
                    <IconPicker @bind-Value="@context.Icon"></IconPicker>
-                </FormItem>
+                </FormItem>*@
                <FormItem Label="描述" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
                    <Input Placeholder="请输入描述" @bind-Value="@context.Describe" />
                </FormItem>
--- a/src/AntSK/Pages/Setting/AIModel/AddModel.razor
+++ b/src/AntSK/Pages/Setting/AIModel/AddModel.razor
@@ -7,7 +7,6 @@
@using BlazorComponents.Terminal
@page "/modelmanager/model/add"
@page "/modelmanager/model/add/{ModelId}"
-@page "/modelmanager/model/addbypath/{ModelPath}"
@using AntSK.Services.Auth
@inherits AuthComponentBase
@using Microsoft.AspNetCore.Authorization
@@ -18,104 +17,100 @@
        <Card>
            <Form Model="@_aiModel"
                  Style="margin-top: 8px;"
-                  OnFinish="HandleSubmit">
+                  OnFinish="HandleSubmit"
+                  Autocomplete="off">
                <FormItem Label="模型描述" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
                    <Input Placeholder="请输入模型描述" @bind-Value="@context.ModelDescription" />
                </FormItem>

-                <FormItem Label="AI类型" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                    <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" ButtonStyle="RadioButtonStyle.Solid">
-                        @if (context.AIType == AIType.StableDiffusion)
+                    <RadioGroup @bind-Value="context.AIModelType" ButtonStyle="RadioButtonStyle.Solid" OnChange="AIModelTypeChange" TValue="AIModelType">
+                        <Radio RadioButton Value="@(AIModelType.Chat)">会话模型</Radio>
+                        <Radio RadioButton Value="@(AIModelType.Embedding)">向量模型</Radio>
+                        <Radio RadioButton Value="@(AIModelType.Rerank)">Rerank重排模型</Radio>
+                    </RadioGroup>
+                </FormItem>
+
+                <FormItem Label="AI类型" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
+                    <RadioGroup @bind-Value="context.AIType" ButtonStyle="RadioButtonStyle.Solid" OnChange="AITypeChange" TValue="AIType">
+                        @if (context.AIModelType == AIModelType.Chat)
                        {
-                            <Radio RadioButton Value="@(AIModelType.Image)">图片模型</Radio>
+                            <Radio RadioButton Value="@(AIType.OpenAI)">OpenAI</Radio>
+                            <Radio RadioButton Value="@(AIType.AzureOpenAI)">AzureOpenAI</Radio>
+                            <Radio RadioButton Value="@(AIType.SparkDesk)">星火大模型</Radio>
+                            <Radio RadioButton Value="@(AIType.DashScope)">灵积大模型</Radio>
+                            <Radio RadioButton Value="@(AIType.Ollama)">Ollama本地模型</Radio>
+                            <Radio RadioButton Value="@(AIType.LLamaFactory)">LLamaFactory本地模型</Radio>
+                            <Radio RadioButton Value="@(AIType.Mock)">模拟输出</Radio>
                        }
-                        else
+                        else if (context.AIModelType == AIModelType.Embedding)
                        {
-                            @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 && context.AIType != AIType.BgeRerank && context.AIType != AIType.Ollama)
-                            {
-                                <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>
-                            }
+                            <Radio RadioButton Value="@(AIType.BgeEmbedding)">BgeEmbedding</Radio>
+                            <Radio RadioButton Value="@(AIType.OpenAI)">OpenAI</Radio>
+                            <Radio RadioButton Value="@(AIType.AzureOpenAI)">AzureOpenAI</Radio>
+                            <Radio RadioButton Value="@(AIType.OllamaEmbedding)">Ollama本地模型</Radio>
+                        }
+                        else if (context.AIModelType == AIModelType.Rerank)
+                        {
+                            <Radio RadioButton Value="@(AIType.BgeRerank)">BgeRerank</Radio>
                        }
                    </RadioGroup>
                </FormItem>
+
                @if (context.AIModelType == AIModelType.Embedding)
                {
                    <FormItem Label="注意事项" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
                        <span style="color:red"><b>请不要使用不同维度的向量模型，否则会导致无法向量存储</b></span>
                    </FormItem>
                }
-
                @if (context.AIType == AIType.AzureOpenAI)
                {
                    <FormItem Label="请求地址" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <Input Placeholder="请输入请求地址" @bind-Value="@context.EndPoint" />
+                        <Input Placeholder="请输入请求地址" @bind-Value="@context.EndPoint" AutoComplete="false" />
                    </FormItem>
                    <FormItem Label="部署名(模型名)" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <Input Placeholder="请输入部署名" @bind-Value="@context.ModelName" />
+                        <Input Placeholder="请输入部署名" @bind-Value="@context.ModelName" AutoComplete="false" />
                    </FormItem>
                    <FormItem Label="模型秘钥" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <InputPassword @bind-Value="@context.ModelKey" Placeholder="请输入模型秘钥" />
+                        <InputPassword @bind-Value="@context.ModelKey" Placeholder="请输入模型秘钥" AutoComplete="false" />
                    </FormItem>
                }
                @if (context.AIType == AIType.OpenAI)
                {
-                    <FormItem Label="代理API" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <a href="https://api.antsk.cn/" target="_blank">去创建</a>
-                    </FormItem>
                    <FormItem Label="请求地址" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <Input Placeholder="请输入请求地址 示例格式 http://ip:port/" @bind-Value="@context.EndPoint" />
+                        <Input Placeholder="请输入请求地址 示例格式 http://ip:port/" @bind-Value="@context.EndPoint" AutoComplete="false" />
                    </FormItem>
                    <FormItem Label="模型名称" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <Input Placeholder="请输入模型名称" @bind-Value="@context.ModelName" />
+                        <Input Placeholder="请输入模型名称" @bind-Value="@context.ModelName" AutoComplete="false" />
                    </FormItem>
                    <FormItem Label="模型秘钥" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <InputPassword @bind-Value="@context.ModelKey" Placeholder="请输入模型秘钥" />
+                        <InputPassword @bind-Value="@context.ModelKey" Placeholder="请输入模型秘钥" AutoComplete="false" />
                    </FormItem>
                }
                @if (context.AIType == AIType.SparkDesk)
                {
                    <FormItem Label="模型版本" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <SimpleSelect DefaultValue="V3_5" @bind-Value="@context.ModelName">
+                        <SimpleSelect DefaultValue="Lite" @bind-Value="@context.ModelName">
                            <SelectOptions>
-                                <SimpleSelectOption Value="V3_5" Label="V3_5"></SimpleSelectOption>
-                                <SimpleSelectOption Value="V3" Label="V3"></SimpleSelectOption>
-                                <SimpleSelectOption Value="V2" Label="V2" Disabled></SimpleSelectOption>
-                                <SimpleSelectOption Value="V1_5" Label="V1_5"></SimpleSelectOption>
+                                <SimpleSelectOption Value="V3_5" Label="Max"></SimpleSelectOption>
+                                <SimpleSelectOption Value="V3" Label="Pro"></SimpleSelectOption>
+                                <SimpleSelectOption Value="V2" Label="V2"></SimpleSelectOption>
+                                <SimpleSelectOption Value="V1_5" Label="Lite"></SimpleSelectOption>
                            </SelectOptions>
                        </SimpleSelect>
                    </FormItem>
                    <FormItem Label="请输入模型APPID|APISecret|APIKey" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <InputPassword Placeholder="APPID|APISecret|APIKey" @bind-Value="@context.ModelKey" />
+                        <InputPassword Placeholder="APPID|APISecret|APIKey" @bind-Value="@context.ModelKey" AutoComplete="false" />
                    </FormItem>

                }
                @if (context.AIType == AIType.DashScope)
                {
                    <FormItem Label="API KEY" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <Input Placeholder="请输入API KEY" @bind-Value="@context.ModelKey" />
+                        <Input Placeholder="请输入API KEY" @bind-Value="@context.ModelKey" AutoComplete="false" />
                    </FormItem>
                    <FormItem Label="模型名称" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <Input Placeholder="请输入模型名称" @bind-Value="@context.ModelName" />
-                    </FormItem>
-                }
-                @if (context.AIType == AIType.LLamaSharp || context.AIType == AIType.StableDiffusion)
-                {
-                    <FormItem Label="模型路径" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <InputGroup>
-                            <AutoComplete Options="_modelFiles" Placeholder="请输入模型路径" @bind-Value="@context.ModelName" />
-                            <Button OnClick="()=>_downloadModalVisible=true">从Haggingface下载</Button>
-                        </InputGroup>
+                        <Input Placeholder="请输入模型名称" @bind-Value="@context.ModelName" AutoComplete="false" />
                    </FormItem>
                }
                @if (context.AIType == AIType.LLamaFactory)
@@ -136,10 +131,14 @@
                        </InputGroup>
                    </FormItem>
                    <FormItem Label="请求地址" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <Input Placeholder="http://localhost:8080/" @bind-Value="@context.EndPoint" />
+                        <Input Placeholder="http://localhost:8080/" @bind-Value="@context.EndPoint" AutoComplete="false" />
                    </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 Label="基础环境安装" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
+                        <Button Type="primary" OnClick="PipInstall">开始安装</Button>
+                    </FormItem>
+
+                    <FormItem Label="缺失依赖包安装" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
+                        <Button Type="primary" OnClick="PipInstallShow">pip install</Button>
                    </FormItem>
                    <FormItem Label="llama factory服务" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
                        <InputGroup>
@@ -173,19 +172,46 @@
                        <a href="https://ollama.com/library" target="_blank">获取更多模型</a>
                    </FormItem>
                    <FormItem Label="请求地址" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
-                        <Input Placeholder="http://localhost:11434/" @bind-Value="@context.EndPoint" />
+                        <Input Placeholder="http://localhost:11434/" @bind-Value="@context.EndPoint" AutoComplete="false" />
                    </FormItem>
                    <FormItem Label="环境安装" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
                        <a href="https://ollama.com/download" target="_blank">下载Ollama</a>
                    </FormItem>
                    <FormItem Label="Ollama服务" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
                        <InputGroup>
-
-                            <Button Type="primary" OnClick="StartOllamaService" >启动</Button>
-
+                            <Button Type="primary" OnClick="StartOllamaService">启动</Button>
+                        </InputGroup>
+                    </FormItem>
+                }
+                @if (context.AIType == AIType.OllamaEmbedding)
+                {
+                    <FormItem Label="模型名称" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
+                        <InputGroup>
+                            <Select TItem="string"
+                                    TItemValue="string"
+                                    DataSource="@ollamaEmbeddingModelList"
+                                    @bind-Value="@context.ModelName"
+                                    ValueProperty="c=>c"
+                                    LabelProperty="c=>c"
+                                    Placeholder="选择模型"
+                                    DefaultActiveFirstOption="false"
+                                    EnableSearch
+                                    OnSearch="OnOllamaEmbeddingSearch">
+                            </Select>
+                        </InputGroup>
+                        <a href="https://ollama.com/library" target="_blank">获取更多模型</a>
+                    </FormItem>
+                    <FormItem Label="请求地址" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
+                        <Input Placeholder="http://localhost:11434/" @bind-Value="@context.EndPoint" AutoComplete="false" />
+                    </FormItem>
+                    <FormItem Label="环境安装" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
+                        <a href="https://ollama.com/download" target="_blank">下载Ollama</a>
+                    </FormItem>
+                    <FormItem Label="Ollama服务" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
+                        <InputGroup>
+                            <Button Type="primary" OnClick="StartOllamaService">启动</Button>
                        </InputGroup>
                    </FormItem>
-
                }
                @if (context.AIType == AIType.BgeEmbedding)
                {
@@ -199,7 +225,7 @@

                    <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" />
+                            <Input Placeholder="D:\Programs\Python\Python311\python311.dll" @bind-Value="@context.EndPoint" AutoComplete="false" />
                        </Popover>
                    </FormItem>

@@ -223,7 +249,7 @@
                    </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" />
+                            <Input Placeholder="D:\Programs\Python\Python311\python311.dll" @bind-Value="@context.EndPoint" AutoComplete="false" />
                        </Popover>
                    </FormItem>
                    <FormItem Label="环境安装" LabelCol="LayoutModel._formItemLayout.LabelCol" WrapperCol="LayoutModel._formItemLayout.WrapperCol">
@@ -257,7 +283,7 @@
            <Input Disabled="_downloadStarted" Placeholder="请输入下载地址" @bind-Value="_downloadUrl" Style="width:80%"></Input>
            @if (!_downloadStarted)
            {
-                <Button OnClick="StartDownload">开始</Button>
+                <Button OnClick="StartDownload" Style="margin-left:10px;" Type="@ButtonType.Primary">开始</Button>
            }
            else
            {
@@ -269,8 +295,19 @@
    </Flex>
 </Modal>

+<Modal @ref="_modal" Visible="_pipModalVisible" Footer="null" Closable Title="pip install" OnCancel="OnCancelPipInstall" DestroyOnClose>
+    <Flex Gap="10" Vertical>
+        <InputGroup>
+            <Input Placeholder="请输入包名（例如 pip install torch 则只需要输入 torch）" @bind-Value="_pipName" Style="border-radius: 8px"></Input>
+        </InputGroup>
+        <InputGroup>
+            <Button OnClick="PipInstallName" Type="@ButtonType.Primary">pip install</Button>
+        </InputGroup>
+    </Flex>
+</Modal>
+
 <Modal Visible="_logModalVisible" Footer="null" Closable Title="日志输出" OnCancel="OnCancelLog" DestroyOnClose Width="1000">
-    <BlazorTerminal @ref="blazorTerminal" Style="height:600px;"></BlazorTerminal>
+    <BlazorTerminal @ref="blazorTerminal" Style="height:600px;overflow-y: auto;"></BlazorTerminal>
 </Modal>


--- a/src/AntSK/Pages/Setting/AIModel/AddModel.razor.cs
+++ b/src/AntSK/Pages/Setting/AIModel/AddModel.razor.cs
@@ -4,17 +4,16 @@ using AntSK.Domain.Domain.Interface;
 using AntSK.Domain.Domain.Model.Constant;
 using AntSK.Domain.Domain.Model.Enum;
 using AntSK.Domain.Domain.Other.Bge;
-using AntSK.Domain.Domain.Service;
 using AntSK.Domain.Options;
 using AntSK.Domain.Repositories;
 using AntSK.Domain.Utils;
 using AntSK.LLamaFactory.Model;
 using BlazorComponents.Terminal;
-using DocumentFormat.OpenXml.Office2010.Excel;
 using Downloader;
 using Microsoft.AspNetCore.Components;
-using NRedisStack.Search;
+using Serilog;
 using System.ComponentModel;
+using System.Runtime.InteropServices;

 namespace AntSK.Pages.Setting.AIModel
 {
@@ -22,8 +21,6 @@ namespace AntSK.Pages.Setting.AIModel
    {
        [Parameter]
        public string ModelId { get; set; }
-        [Parameter]
-        public string ModelPath { get; set; }
        [Inject] protected IAIModels_Repositories _aimodels_Repositories { get; set; }
        [Inject] protected MessageService? Message { get; set; }
        [Inject] public HttpClient HttpClient { get; set; }
@@ -45,6 +42,9 @@ namespace AntSK.Pages.Setting.AIModel
        private bool _downloadStarted;
        private IDownload _download;

+        private bool _pipModalVisible;
+        private string _pipName;
+
        private Modal _modal;
        private string[] _modelFiles;

@@ -53,19 +53,19 @@ namespace AntSK.Pages.Setting.AIModel
        private List<MenuDataItem> menuList = new List<MenuDataItem>();

        //llamafactory
-        private List<LLamaModel> modelList=new List<LLamaModel>();
+        private List<LLamaModel> modelList = new List<LLamaModel>();
        private bool llamaFactoryIsStart = false;
-        private Dics llamaFactoryDic= new Dics();
-
+        private Dics llamaFactoryDic = new Dics();
+        //ollama
        private List<string> ollamaModelList = new List<string>();
-
+        private List<string> ollamaEmbeddingModelList = new List<string>();
        //日志输出
-        private  BlazorTerminal blazorTerminal = new BlazorTerminal();
+        private BlazorTerminal blazorTerminal = new BlazorTerminal();
        private TerminalParagraph para;
        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";

@@ -84,47 +84,27 @@ namespace AntSK.Pages.Setting.AIModel
                }

                modelList = _ILLamaFactoryService.GetLLamaFactoryModels();
+                ollamaModelList = File.ReadAllLines(Path.Combine(AppContext.BaseDirectory, "OllamaModelList.txt")).ToList();
+                ollamaEmbeddingModelList = File.ReadAllLines(Path.Combine(AppContext.BaseDirectory, "OllamaEmbeddingModelList.txt")).ToList();
+
                llamaFactoryDic = await _IDics_Repositories.GetFirstAsync(p => p.Type == LLamaFactoryConstantcs.LLamaFactorDic && p.Key == LLamaFactoryConstantcs.IsStartKey);
                if (llamaFactoryDic != null)
                {
                    llamaFactoryIsStart = llamaFactoryDic.Value == "false" ? false : true;
                }
-
-                ollamaModelList = File.ReadAllLines(Path.Combine(AppContext.BaseDirectory, "OllamaModelList.txt")).ToList();
-                //目前只支持gguf的 所以筛选一下
-                _modelFiles = Directory.GetFiles(Path.Combine(Directory.GetCurrentDirectory(), FileDirOption.DirectoryPath)).Where(p=> p.Contains(".gguf")||p.Contains(".ckpt")|| p.Contains(".safetensors")).ToArray();
-                if (!string.IsNullOrEmpty(ModelPath))
-                {
-                    string extension = Path.GetExtension(ModelPath);
-                    switch (extension)
-                    {
-                        case ".gguf":
-                            _aiModel.AIType = AIType.LLamaSharp;
-                            break;
-                        case ".safetensors":
-                        case ".ckpt":
-                            _aiModel.AIType = AIType.StableDiffusion;
-                            break;
-
-                    }
-                    //下载页跳入
-                 
-                    _downloadModalVisible = true;
-
-                    _downloadUrl = $"https://hf-mirror.com{ModelPath.Replace("---","/")}";
-                }        
            }
-            catch 
+            catch (System.Exception ex)
            {
-                _ = Message.Error("LLamaSharp.FileDirectory目录配置不正确！", 2);
+                Log.Error(ex.Message + ex.StackTrace);
+                _ = Message.Error($"{ex.Message + ex.StackTrace}", 2);
            }
        }

        private void HandleSubmit()
        {
-            if (_aimodels_Repositories.IsAny(p => p.Id!=_aiModel.Id.ConvertToString()&& p.AIModelType == _aiModel.AIModelType && p.EndPoint == _aiModel.EndPoint.ConvertToString() && p.ModelKey == _aiModel.ModelKey && p.ModelName == _aiModel.ModelName))
+            if (_aiModel.ModelDescription.IsNull())
            {
-                _ = Message.Error("模型已存在！", 2);
+                _ = Message.Error("模型描述必须填写", 2);
                return;
            }
            if (_aiModel.AIType.IsNull())
@@ -137,6 +117,12 @@ namespace AntSK.Pages.Setting.AIModel
                _ = Message.Error("模型类型必须选择", 2);
                return;
            }
+            if (_aimodels_Repositories.IsAny(p => p.Id != _aiModel.Id.ConvertToString() && p.AIModelType == _aiModel.AIModelType && p.EndPoint == _aiModel.EndPoint.ConvertToString() && p.ModelKey == _aiModel.ModelKey && p.ModelName == _aiModel.ModelName))
+            {
+                _ = Message.Error("模型已存在！", 2);
+                return;
+            }
+
            if (string.IsNullOrEmpty(ModelId))
            {
                //新增
@@ -189,7 +175,7 @@ namespace AntSK.Pages.Setting.AIModel

        private void DownloadProgressChanged(object? sender, DownloadProgressChangedEventArgs e)
        {
-            _downloadProgress = Math.Round( e.ProgressPercentage,2);
+            _downloadProgress = Math.Round(e.ProgressPercentage, 2);
            InvokeAsync(StateHasChanged);
        }

@@ -221,7 +207,7 @@ namespace AntSK.Pages.Setting.AIModel

        private void StopDownload()
        {
-            _downloadStarted=false;
+            _downloadStarted = false;
            _download?.Stop();
            InvokeAsync(StateHasChanged);
        }
@@ -229,8 +215,8 @@ namespace AntSK.Pages.Setting.AIModel
        private void OnSearch(string value)
        {
            if (string.IsNullOrEmpty(value))
-            { 
-                modelList = _ILLamaFactoryService.GetLLamaFactoryModels(); 
+            {
+                modelList = _ILLamaFactoryService.GetLLamaFactoryModels();
            }
            else
            {
@@ -239,19 +225,6 @@ namespace AntSK.Pages.Setting.AIModel

        }

-        private void OnOllamaSearch(string value)
-        {
-            if (string.IsNullOrEmpty(value))
-            {
-                ollamaModelList = File.ReadAllLines(Path.Combine(AppContext.BaseDirectory, "OllamaModelList.txt")).ToList(); 
-            }
-            else
-            {
-                ollamaModelList = File.ReadAllLines(Path.Combine(AppContext.BaseDirectory, "OllamaModelList.txt")).ToList().Where(p => p.ToLower().Contains(value.ToLower())).ToList();
-            }
-
-        }
-
        /// <summary>
        /// 启动服务
        /// </summary>
@@ -268,7 +241,7 @@ namespace AntSK.Pages.Setting.AIModel
            _IDics_Repositories.Update(llamaFactoryDic);
            _ILLamaFactoryService.LogMessageReceived -= CmdLogHandler;
            _ILLamaFactoryService.LogMessageReceived += CmdLogHandler;
-            _ILLamaFactoryService.StartLLamaFactory(_aiModel.ModelName, "default");
+            _ILLamaFactoryService.StartLLamaFactory(_aiModel.ModelName);
        }

        private void StopLFService()
@@ -278,7 +251,57 @@ namespace AntSK.Pages.Setting.AIModel
            _IDics_Repositories.Update(llamaFactoryDic);
            _ILLamaFactoryService.KillProcess();
        }
+        private async Task PipInstall()
+        {
+            var content = "初次使用需要执行pip install，点击确认后可自动执行，是否执行";
+            var title = "提示";
+            var result = await _confirmService.Show(content, title, ConfirmButtons.YesNo);
+            if (result == ConfirmResult.Yes)
+            {
+                _logModalVisible = true;
+                _ILLamaFactoryService.LogMessageReceived -= CmdLogHandler;
+                _ILLamaFactoryService.LogMessageReceived += CmdLogHandler;
+                _ILLamaFactoryService.PipInstall();
+            }
+        }

+        private async Task PipInstallShow()
+        {
+            _pipModalVisible = true;
+        }
+
+        /// <summary>
+        /// 搜索
+        /// </summary>
+        /// <param name="value"></param>
+        private void OnOllamaSearch(string value)
+        {
+            if (string.IsNullOrEmpty(value))
+            {
+                ollamaModelList = File.ReadAllLines(Path.Combine(AppContext.BaseDirectory, "OllamaModelList.txt")).ToList();
+            }
+            else
+            {
+                ollamaModelList = File.ReadAllLines(Path.Combine(AppContext.BaseDirectory, "OllamaModelList.txt")).ToList().Where(p => p.ToLower().Contains(value.ToLower())).ToList();
+            }
+        }
+
+        /// <summary>
+        /// Embedding 搜索
+        /// </summary>
+        /// <param name="value"></param>
+        private void OnOllamaEmbeddingSearch(string value)
+        {
+            if (string.IsNullOrEmpty(value))
+            {
+                ollamaEmbeddingModelList = File.ReadAllLines(Path.Combine(AppContext.BaseDirectory, "OllamaEmbeddingModelList.txt")).ToList();
+            }
+            else
+            {
+                ollamaEmbeddingModelList = File.ReadAllLines(Path.Combine(AppContext.BaseDirectory, "OllamaEmbeddingModelList.txt")).ToList().Where(p => p.ToLower().Contains(value.ToLower())).ToList();
+            }
+
+        }
        /// <summary>
        /// Ollama
        /// </summary>
@@ -291,25 +314,27 @@ namespace AntSK.Pages.Setting.AIModel
                return;
            }
            _logModalVisible = true;
-           
+
            _ollamaService.LogMessageReceived -= CmdLogHandler;
            _ollamaService.LogMessageReceived += CmdLogHandler;
            _ollamaService.StartOllama(_aiModel.ModelName);
        }

-     
-
-        private async Task PipInstall()
+        private void OnCancelPipInstall()
        {
-            var content = "初次使用需要执行pip install，点击确认后可自动执行，是否执行";
-            var title = "提示";
-            var result = await _confirmService.Show(content, title, ConfirmButtons.YesNo);
-            if (result == ConfirmResult.Yes)
+            _pipModalVisible = false;
+        }
+
+        private async Task PipInstallName()
+        {
+            if (!string.IsNullOrEmpty(_pipName))
            {
+                _pipModalVisible = false;
                _logModalVisible = true;
                _ILLamaFactoryService.LogMessageReceived -= CmdLogHandler;
                _ILLamaFactoryService.LogMessageReceived += CmdLogHandler;
-                _ILLamaFactoryService.PipInstall();
+                _ILLamaFactoryService.PipInstallName(_pipName);
+
            }
        }

@@ -341,7 +366,7 @@ namespace AntSK.Pages.Setting.AIModel
                    _ = Message.Error(ex.Message, 2);
                    BgeEmbeddingIsStart = false;
                }
-            });   
+            });
        }

        private async Task BgeRerank()
@@ -381,46 +406,67 @@ namespace AntSK.Pages.Setting.AIModel
            await InvokeAsync(() =>
            {
                para = blazorTerminal.RespondText("");
-                para.AddTextLine(message);          
+                para.AddTextLine(message);
            });
        }
        /// <summary>
        /// 停止服务
        /// </summary>
-   
-        private void OnCancelLog() {
+
+        private void OnCancelLog()
+        {
            _logModalVisible = false;
        }

-        private void AITypeChange(AIType aiType) 
+        private void AITypeChange(AIType aiType)
        {
+            //切换时清空
+            _aiModel.EndPoint = "";
+            _aiModel.ModelKey = "";
+            _aiModel.ModelName = "";
            switch (aiType)
            {
-                case AIType.OpenAI:
-                    _aiModel.EndPoint = "https://api.antsk.cn/";
-                    break;
                case AIType.LLamaFactory:
                    _aiModel.EndPoint = "http://localhost:8000/";
-                    _aiModel.AIModelType=AIModelType.Chat;
+                    _aiModel.AIModelType = AIModelType.Chat;
                    break;
                case AIType.Ollama:
                    _aiModel.EndPoint = "http://localhost:11434/";
                    _aiModel.AIModelType = AIModelType.Chat;
                    break;
-                case AIType.StableDiffusion:
-                    _aiModel.AIModelType = AIModelType.Image;
+                case AIType.OllamaEmbedding:
+                    _aiModel.EndPoint = "http://localhost:11434/";
+                    _aiModel.AIModelType = AIModelType.Embedding;
                    break;
                case AIType.Mock:
                    _aiModel.AIModelType = AIModelType.Chat;
-                    break ;
+                    break;
                case AIType.BgeEmbedding:
                    _aiModel.AIModelType = AIModelType.Embedding;
+                    if (RuntimeInformation.IsOSPlatform(OSPlatform.Linux))
+                    {
+                        _aiModel.EndPoint = "/opt/conda/pkgs/python-3.10.13-h955ad1f_0/lib/libpython3.10.so";
+                    }
                    break;
                case AIType.BgeRerank:
                    _aiModel.AIModelType = AIModelType.Rerank;
+
                    break;
-                default:
-                    _aiModel.AIModelType = AIModelType.Chat;
+            }
+        }
+
+        private void AIModelTypeChange(AIModelType aIModelType)
+        {
+            switch (aIModelType)
+            {
+                case AIModelType.Chat:
+                    _aiModel.AIType = AIType.OpenAI;
+                    break;
+                case AIModelType.Embedding:
+                    _aiModel.AIType = AIType.BgeEmbedding;
+                    break;
+                case AIModelType.Rerank:
+                    _aiModel.AIType = AIType.BgeRerank;
                    break;
            }
        }
--- a/src/AntSK/Pages/Setting/AIModel/ModelDown.razor
+++ b/src/AntSK/Pages/Setting/AIModel/ModelDown.razor
@@ -1,72 +0,0 @@
-@namespace AntSK.Pages.Setting.AIModel
-@page "/modelmanager/modeldown"
-@using AntSK.Services.Auth
-@inherits AuthComponentBase
-@using Microsoft.AspNetCore.Authorization
-@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;">
-
-                <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>
-                                        </div>
-                                        <div>
-                                            <p>Likes</p>
-                                            <p>@context.Likes.ToString("0,0")</p>
-                                        </div>
-                                    </div>
-                                </div>
-                            </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
@@ -1,82 +0,0 @@
-using AntSK.Domain.Domain.Model.hfmirror;
-using AntSK.Domain.Utils;
-using AntSK.Models;
-using Microsoft.AspNetCore.Components;
-using Newtonsoft.Json;
-using RestSharp;
-
-namespace AntSK.Pages.Setting.AIModel
-{
-    public partial class ModelDown
-    {
-        private readonly ListFormModel _model = new ListFormModel();
-        private readonly IList<string> _selectCategories = new List<string>();
-
-        private List<HfModels> _modelList = new List<HfModels>();
-        private string _modelType="gguf";
-        private bool loaddding = false;
-        protected override async Task OnInitializedAsync()
-        {
-            await base.OnInitializedAsync();
-            InitData("");
-        }
-
-        private async Task InitData(string searchKey)
-        {
-            loaddding = true;
-            if (_modelType.Contains("safetensors"))
-            {
-                _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);
-                }
-
-            }
-            else
-            {
-                var param = searchKey.ConvertToString().Split(" ");
-
-                string urlBase = $"https://hf-mirror.com/models-json?sort=trending&search={_modelType}";
-                if (param.Count() > 0)
-                {
-                    urlBase += "+" + string.Join("+", param);
-                }
-                RestClient client = new RestClient();
-                RestRequest request = new RestRequest(urlBase, Method.Get);
-                var response = await client.ExecuteAsync(request);
-                var model = JsonConvert.DeserializeObject<HfModel>(response.Content);
-                _modelList = model.models;
-            }
-
-            loaddding = false;
-            InvokeAsync(StateHasChanged);
-        }
-
-        private async Task Search(string searchKey)
-        {
-            InitData(searchKey);
-        }
-
-        private void Down(string modelPath)
-        {
-            NavigationManager.NavigateTo($"/modelmanager/modeldown/detail/{modelPath}");
-        }
-
-        private void OnModelTypeChange(string value)
-        {
-            InitData("");
-        }
-    }
-}
--- a/src/AntSK/Pages/Setting/AIModel/ModelDown.razor.css
+++ b/src/AntSK/Pages/Setting/AIModel/ModelDown.razor.css
@@ -1,46 +0,0 @@
-/* stylelint-disable at-rule-empty-line-before,at-rule-name-space-after,at-rule-no-unknown */
-/* stylelint-disable no-duplicate-selectors */
-/* stylelint-disable */
-/* stylelint-disable declaration-bang-space-before,no-duplicate-selectors,string-no-newline */
-.filterCardList .ant-card-meta-content {
-  margin-top: 0;
-}
-.filterCardList .ant-card-meta-avatar {
-  font-size: 0;
-}
-.filterCardList .ant-list .ant-list-item-content-single {
-  max-width: 100%;
-}
-.filterCardList .cardInfo {
-  margin-top: 16px;
-  margin-left: 40px;
-  zoom: 1;
-}
-.filterCardList .cardInfo::before,
-.filterCardList .cardInfo::after {
-  display: table;
-  content: ' ';
-}
-.filterCardList .cardInfo::after {
-  clear: both;
-  height: 0;
-  font-size: 0;
-  visibility: hidden;
-}
-.filterCardList .cardInfo > div {
-  position: relative;
-  float: left;
-  width: 50%;
-  text-align: left;
-}
-.filterCardList .cardInfo > div p {
-  margin: 0;
-  font-size: 24px;
-  line-height: 32px;
-}
-.filterCardList .cardInfo > div p:first-child {
-  margin-bottom: 4px;
-  color: rgba(0, 0, 0, 0.45);
-  font-size: 12px;
-  line-height: 20px;
-}
--- a/src/AntSK/Pages/Setting/AIModel/ModelDownDetail.razor
+++ b/src/AntSK/Pages/Setting/AIModel/ModelDownDetail.razor
@@ -1,55 +0,0 @@
-@namespace AntSK.Pages.Setting.AIModel
-@page "/modelmanager/modeldown/detail/{ModelName}/{ModelPath}"
-@using AntSK.Services.Auth
-@inherits AuthComponentBase
-@using Microsoft.AspNetCore.Authorization
-@using AntSK.Domain.Domain.Model.hfmirror;
-    using AntSK.Domain.Domain.Model.hfmirror
-@attribute [Authorize(Roles = "AntSKAdmin")]
-
-
-<div>
-    <PageContainer Title="模型下载">
-        <ChildContent>
-            <div class="standardList">
-                <Card Class="listCard"
-                      Title="模型列表"
-                      Style="margin-top: 24px;"
-                      BodyStyle="padding: 0 32px 40px 32px">
-                    <Extra>
-
-                    </Extra>
-                    <ChildContent>
-                        <AntList TItem="HfModelDetail"
-                                 DataSource="modelList"
-                                 ItemLayout="ListItemLayout.Horizontal">
-                            <ListItem Actions="new[] {
-                            down(()=> Down(context.Path))
-                             }" Style="width:100%">
-                                <div class="listContent" style="width:100%">
-                                    <div class="listContentItem" style="width:20%">
-                                        <b>名称</b>
-                                        <p>@context.Name</p>
-                                    </div>
-                                    <div class="listContentItem" style="width:20%">
-                                        <b>文件大小</b>
-                                        <p>@context.Size</p>
-                                    </div>
-                                    <div class="listContentItem" style="width:20%">
-                                        <b>更新时间</b>
-                                        <p>@context.Time</p>
-                                    </div>
-                                </div>
-                            </ListItem>
-                        </AntList>
-                    </ChildContent>
-                </Card>
-            </div>
-        </ChildContent>
-    </PageContainer>
-</div>
-
-@code
-{
-    RenderFragment down(Action clickAction) =>@<a key="down" @onclick="@clickAction">下载</a>;
-}
--- a/src/AntSK/Pages/Setting/AIModel/ModelDownDetail.razor.cs
+++ b/src/AntSK/Pages/Setting/AIModel/ModelDownDetail.razor.cs
@@ -1,56 +0,0 @@
-using AntSK.Domain.Domain.Model.hfmirror;
-using DocumentFormat.OpenXml.EMMA;
-using DocumentFormat.OpenXml.Spreadsheet;
-using HtmlAgilityPack;
-using Microsoft.AspNetCore.Components;
-using RestSharp;
-
-namespace AntSK.Pages.Setting.AIModel
-{
-    public partial class ModelDownDetail
-    {
-        [Parameter]
-        public string ModelName { get; set; }
-        [Parameter]
-        public string ModelPath { get; set; }
-
-        List<HfModelDetail> modelList = new List<HfModelDetail>();
-        protected override async Task OnInitializedAsync()
-        {
-            await base.OnInitializedAsync();
-            InitData();
-        }
-
-        private void InitData()
-        {
-            string urlBase = $"https://hf-mirror.com/{ModelName}/{ModelPath}/tree/main";
-            RestClient client = new RestClient();
-            RestRequest request = new RestRequest(urlBase, Method.Get);
-            var response = client.Execute(request);
-            var htmlDocument = new HtmlDocument();
-            htmlDocument.LoadHtml(response.Content);
-
-            foreach (var listItem in htmlDocument.DocumentNode.SelectNodes("//li[contains(@class,'grid')]"))
-            {
-                var modelNameNode = listItem.SelectSingleNode(".//span[contains(@class,'truncate')]");
-                var fileSizeNode = listItem.SelectSingleNode(".//a[contains(@class,'text-[0.8rem]')]");
-                var downloadNode = listItem.SelectSingleNode(".//a[@title='Download file']");
-                var timeNode = listItem.SelectSingleNode(".//time");
-
-                var modelName = modelNameNode?.InnerText.Trim();
-                var fileSizeInfo = fileSizeNode?.InnerText.Trim().Split(' ');
-                var fileSize = fileSizeInfo?.Length > 1 ? fileSizeInfo[fileSizeInfo.Length - 2] : null;
-                var downloadUrl = downloadNode?.GetAttributeValue("href", null)?.Trim();
-                var time= timeNode?.InnerText.Trim();
-
-                modelList.Add(new HfModelDetail() { Name = modelName, Size = string.Join(" ",fileSizeInfo), Path = downloadUrl,Time=time });
-            }
-
-        }
-
-        private void Down(string path)
-        {
-            NavigationManager.NavigateTo($"/modelmanager/model/addbypath/{path.Replace("?download=true", "").Replace("/", "---")}");
-        }
-    }
-}
--- a/src/AntSK/Pages/Setting/AIModel/ModelDownDetail.razor.css
+++ b/src/AntSK/Pages/Setting/AIModel/ModelDownDetail.razor.css
@@ -1,186 +0,0 @@
-/* stylelint-disable at-rule-empty-line-before,at-rule-name-space-after,at-rule-no-unknown */
-/* stylelint-disable no-duplicate-selectors */
-/* stylelint-disable */
-/* stylelint-disable declaration-bang-space-before,no-duplicate-selectors,string-no-newline */
-.standardList .ant-card-head {
-    border-bottom: none;
-}
-
-.standardList .ant-card-head-title {
-    padding: 24px 0;
-    line-height: 32px;
-}
-
-.standardList .ant-card-extra {
-    padding: 24px 0;
-}
-
-.standardList .ant-list-pagination {
-    margin-top: 24px;
-    text-align: right;
-}
-
-.standardList .ant-avatar-lg {
-    width: 48px;
-    height: 48px;
-    line-height: 48px;
-}
-
-.standardList .headerInfo {
-    position: relative;
-    text-align: center;
-}
-
-    .standardList .headerInfo > span {
-        display: inline-block;
-        margin-bottom: 4px;
-        color: rgba(0, 0, 0, 0.45);
-        font-size: 14px;
-        line-height: 22px;
-    }
-
-    .standardList .headerInfo > p {
-        margin: 0;
-        color: rgba(0, 0, 0, 0.85);
-        font-size: 24px;
-        line-height: 32px;
-    }
-
-    .standardList .headerInfo > em {
-        position: absolute;
-        top: 0;
-        right: 0;
-        width: 1px;
-        height: 56px;
-        background-color: #f0f0f0;
-    }
-
-.standardList .listContent {
-    font-size: 0;
-}
-
-    .standardList .listContent .listContentItem {
-        display: inline-block;
-        margin-left: 40px;
-        color: rgba(0, 0, 0, 0.45);
-        font-size: 14px;
-        vertical-align: middle;
-    }
-
-        .standardList .listContent .listContentItem > span {
-            line-height: 20px;
-        }
-
-        .standardList .listContent .listContentItem > p {
-            margin-top: 4px;
-            margin-bottom: 0;
-            line-height: 22px;
-        }
-
-.standardList .extraContentSearch {
-    width: 272px;
-    margin-left: 16px;
-}
-
-@media screen and (max-width: 480px) {
-    .standardList .ant-list-item-content {
-        display: block;
-        flex: none;
-        width: 100%;
-    }
-
-    .standardList .ant-list-item-action {
-        margin-left: 0;
-    }
-
-    .standardList .listContent {
-        margin-left: 0;
-    }
-
-        .standardList .listContent > div {
-            margin-left: 0;
-        }
-
-    .standardList .listCard .ant-card-head-title {
-        overflow: visible;
-    }
-}
-
-@media screen and (max-width: 576px) {
-    .standardList .extraContentSearch {
-        width: 100%;
-        margin-left: 0;
-    }
-
-    .standardList .headerInfo {
-        margin-bottom: 16px;
-    }
-
-        .standardList .headerInfo > em {
-            display: none;
-        }
-}
-
-@media screen and (max-width: 768px) {
-    .standardList .listContent > div {
-        display: block;
-    }
-
-        .standardList .listContent > div:last-child {
-            top: 0;
-            width: 100%;
-        }
-
-    .listCard .ant-radio-group {
-        display: block;
-        margin-bottom: 8px;
-    }
-}
-
-@media screen and (max-width: 992px) and (min-width: 768px) {
-    .standardList .listContent > div {
-        display: block;
-    }
-
-        .standardList .listContent > div:last-child {
-            top: 0;
-            width: 100%;
-        }
-}
-
-@media screen and (max-width: 1200px) {
-    .standardList .listContent > div {
-        margin-left: 24px;
-    }
-
-        .standardList .listContent > div:last-child {
-            top: 0;
-        }
-}
-
-@media screen and (max-width: 1400px) {
-    .standardList .listContent {
-        text-align: right;
-    }
-
-        .standardList .listContent > div:last-child {
-            top: 0;
-        }
-}
-
-.standardListForm .ant-form-item {
-    margin-bottom: 12px;
-}
-
-    .standardListForm .ant-form-item:last-child {
-        margin-bottom: 32px;
-        padding-top: 4px;
-    }
-
-.formResult {
-    width: 100%;
-}
-
-    .formResult [class^='title'] {
-        margin-bottom: 8px;
-    }
--- a/src/AntSK/Pages/Setting/AIModel/ModelList.razor
+++ b/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>
@@ -54,10 +58,6 @@
                                            {
                                                <Tag Color="@PresetColor.Red.ToString()">AzureOpenAI</Tag>
                                            }
-                                            else if (context.AIType == AIType.LLamaSharp)
-                                            {
-                                                <Tag Color="@PresetColor.Yellow.ToString()">LLamaSharp</Tag>
-                                            }
                                            else if (context.AIType == AIType.SparkDesk)
                                            {
                                                <Tag Color="@PresetColor.Cyan.ToString()">SparkDesk</Tag>
@@ -78,12 +78,8 @@
                                            {
                                                <Tag Color="@PresetColor.GeekBlue.ToString()">BgeRerank</Tag>
                                            }
-                                            else if (context.AIType == AIType.StableDiffusion)
-                                            {
-                                                <Tag Color="@PresetColor.Magenta.ToString()">StableDiffusion</Tag>
-                                            }
-                                            else if (context.AIType == AIType.Ollama)
-                                            {
+                                            else if (context.AIType == AIType.Ollama || context.AIType == AIType.OllamaEmbedding)
+                                                            {
                                                <Tag Color="@PresetColor.Pink.ToString()">Ollama</Tag>
                                            }
                                        </p>
@@ -101,21 +97,17 @@
                                            {
                                                <Tag Color="@PresetColor.Green.ToString()">向量模型</Tag>
                                            }
-                                            else if (context.AIModelType == AIModelType.Image)
-                                            {
-                                                <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: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>
--- a/src/AntSK/Pages/_Host.cshtml
+++ b/src/AntSK/Pages/_Host.cshtml
@@ -12,8 +12,8 @@
    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
    <title>AntSK</title>
    <base href="~/" />
-    <link href="_content/AntDesign/css/ant-design-blazor.css" rel="stylesheet" />
-    <link href="_content/AntDesign.ProLayout/css/ant-design-pro-layout-blazor.css" rel="stylesheet" />
+    <link href="./css/ant-design-blazor.css" rel="stylesheet" />
+    <link href="./css/ant-design-pro-layout-blazor.css" rel="stylesheet" />
    <link href="./css/site.css" rel="stylesheet" />
    <link href="AntSK.styles.css" rel="stylesheet" />

--- a/src/AntSK/Program.cs
+++ b/src/AntSK/Program.cs
@@ -10,7 +10,6 @@ using AntSK.Domain.Utils;
 using AntSK.plugins.Functions;
 using AntSK.Services.Auth;
 using Blazored.LocalStorage;
-using LLama.Native;
 using Microsoft.AspNetCore.Components;
 using Microsoft.AspNetCore.Components.Authorization;
 using Microsoft.AspNetCore.Mvc;
@@ -37,7 +36,6 @@ builder.AddServiceDefaults();

 builder.Configuration.GetSection("DBConnection").Get<DBConnectionOption>();
 builder.Configuration.GetSection("Login").Get<LoginOption>();
-builder.Configuration.GetSection("LLamaSharp").Get<LLamaSharpOption>();
 builder.Configuration.GetSection("KernelMemory").Get<KernelMemoryOption>();
 builder.Configuration.GetSection("FileDir").Get<FileDirOption>();

@@ -79,27 +77,6 @@ builder.Services.AddBlazoredLocalStorage(config =>
 builder.Services.AddMapper();
 //后台队列任务
 builder.Services.AddBackgroundTaskBroker().AddHandler<ImportKMSTaskReq, BackGroundTaskHandler>("ImportKMSTask");
-// 读取连接字符串配置
-
-    if (LLamaSharpOption.RunType.ToUpper() == "CPU")
-    {
-        NativeLibraryConfig
-           .All
-           .WithCuda(false)
-           .WithLogCallback((level, message) => {
-               logger.LogInformation($"[llama {level}]: {message.TrimEnd('\n')}");
-            });
-    }
-    else if (LLamaSharpOption.RunType.ToUpper() == "GPU")
-    {
-        NativeLibraryConfig
-        .All
-        .WithCuda(true)
-        .WithLogCallback((level, message) => {
-            logger.LogInformation($"[llama {level}]: {message.TrimEnd('\n')}");
-         });
-    }
-

 //增加API允许跨域调用
 builder.Services.AddCors(options => options.AddPolicy("Any",
--- a/src/AntSK/Services/OpenApi/OpenApiService.cs
+++ b/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;
+        }
    }
 }
--- a/src/AntSK/appsettings.json
+++ b/src/AntSK/appsettings.json
@@ -33,11 +33,6 @@
    "ConnectionString": "Host=;Port=;Database=antsk;Username=;Password=",
    "TableNamePrefix": "km-"
  },
-  "LLamaSharp": {
-    "RunType": "GPU",
-    "ContextSize": 2048,
-    "GpuLayerCount": 20
-  },
  "FileDir": {
    "DirectoryPath": "D:\\model"
  },
--- a/src/AntSK/wwwroot/css/ant-design-blazor.css
+++ b/src/AntSK/wwwroot/css/ant-design-blazor.css
--- a/src/AntSK/wwwroot/css/ant-design-pro-layout-blazor.css
+++ b/src/AntSK/wwwroot/css/ant-design-pro-layout-blazor.css
--- a/src/AntSK/wwwroot/css/diag.css
+++ b/src/AntSK/wwwroot/css/diag.css
@@ -0,0 +1,96 @@
+.diagram-canvas {
+    width: 100%;
+    height: 100%;
+    position: inherit;
+    outline: 0;
+    overflow: hidden;
+    cursor: -webkit-grab;
+    cursor: grab;
+    touch-action: none;
+}
+
+.diagram-svg-layer, .diagram-html-layer {
+    top: 0;
+    left: 0;
+    right: 0;
+    bottom: 0;
+    position: absolute;
+    pointer-events: none;
+    -webkit-transform-origin: 0 0;
+    -ms-transform-origin: 0 0;
+    transform-origin: 0 0;
+    width: 100%;
+    height: 100%;
+    overflow: visible;
+}
+
+.html-layer, .svg-layer {
+    position: absolute;
+    pointer-events: none;
+    -webkit-transform-origin: 0 0;
+    -ms-transform-origin: 0 0;
+    transform-origin: 0 0;
+    width: 100%;
+    height: 100%;
+    overflow: visible;
+}
+
+.diagram-node {
+    position: absolute;
+    -webkit-user-select: none;
+    -moz-user-select: none;
+    -ms-user-select: none;
+    user-select: none;
+    cursor: move;
+    pointer-events: all;
+}
+
+    .diagram-node.locked {
+        cursor: pointer;
+    }
+
+.diagram-link {
+    pointer-events: visiblePainted;
+    cursor: pointer;
+}
+
+.diagram-navigator {
+    z-index: 10;
+}
+
+    .diagram-navigator .current-view {
+        position: absolute;
+        border: 2px solid #000;
+    }
+
+.diagram-group {
+    position: absolute;
+    -webkit-user-select: none;
+    -moz-user-select: none;
+    -ms-user-select: none;
+    user-select: none;
+    cursor: move;
+    pointer-events: all;
+}
+
+    .diagram-group .children {
+        position: absolute;
+        overflow: visible;
+        pointer-events: none;
+    }
+
+.diagram-link foreignObject.diagram-link-label {
+    overflow: visible;
+    pointer-events: none;
+    width: 1px;
+    height: 1px;
+}
+
+div.diagram-control {
+    position: absolute;
+}
+
+.executable.diagram-control {
+    pointer-events: all;
+    cursor: pointer;
+}
--- a/src/AntSK/wwwroot/css/prism-coy.min.css
+++ b/src/AntSK/wwwroot/css/prism-coy.min.css
@@ -1 +1 @@
-code[class*=language-],pre[class*=language-]{color:#000;background:0 0;font-family:Consolas,Monaco,'Andale Mono','Ubuntu Mono',monospace;font-size:1em;text-align:left;white-space:pre;word-spacing:normal;word-break:normal;word-wrap:normal;line-height:1.5;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-hyphens:none;-moz-hyphens:none;-ms-hyphens:none;hyphens:none}pre[class*=language-]{position:relative;margin:.5em 0;overflow:visible;padding:1px}pre[class*=language-]>code{position:relative;z-index:1;border-left:10px solid #358ccb;box-shadow:-1px 0 0 0 #358ccb,0 0 0 1px #dfdfdf;background-color:#fdfdfd;background-image:linear-gradient(transparent 50%,rgba(69,142,209,.04) 50%);background-size:3em 3em;background-origin:content-box;background-attachment:local}code[class*=language-]{max-height:inherit;height:inherit;padding:0 1em;display:block;overflow:auto}:not(pre)>code[class*=language-],pre[class*=language-]{background-color:#fdfdfd;-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;margin-bottom:1em}:not(pre)>code[class*=language-]{position:relative;padding:.2em;border-radius:.3em;color:#c92c2c;border:1px solid rgba(0,0,0,.1);display:inline;white-space:normal}pre[class*=language-]:after,pre[class*=language-]:before{content:'';display:block;position:absolute;bottom:.75em;left:.18em;width:40%;height:20%;max-height:13em;box-shadow:0 13px 8px #979797;-webkit-transform:rotate(-2deg);-moz-transform:rotate(-2deg);-ms-transform:rotate(-2deg);-o-transform:rotate(-2deg);transform:rotate(-2deg)}pre[class*=language-]:after{right:.75em;left:auto;-webkit-transform:rotate(2deg);-moz-transform:rotate(2deg);-ms-transform:rotate(2deg);-o-transform:rotate(2deg);transform:rotate(2deg)}.token.block-comment,.token.cdata,.token.comment,.token.doctype,.token.prolog{color:#7d8b99}.token.punctuation{color:#5f6364}.token.boolean,.token.constant,.token.deleted,.token.function-name,.token.number,.token.property,.token.symbol,.token.tag{color:#c92c2c}.token.attr-name,.token.builtin,.token.char,.token.function,.token.inserted,.token.selector,.token.string{color:#2f9c0a}.token.entity,.token.operator,.token.url,.token.variable{color:#a67f59;background:rgba(255,255,255,.5)}.token.atrule,.token.attr-value,.token.class-name,.token.keyword{color:#1990b8}.token.important,.token.regex{color:#e90}.language-css .token.string,.style .token.string{color:#a67f59;background:rgba(255,255,255,.5)}.token.important{font-weight:400}.token.bold{font-weight:700}.token.italic{font-style:italic}.token.entity{cursor:help}.token.namespace{opacity:.7}@media screen and (max-width:767px){pre[class*=language-]:after,pre[class*=language-]:before{bottom:14px;box-shadow:none}}pre[class*=language-].line-numbers.line-numbers{padding-left:0}pre[class*=language-].line-numbers.line-numbers code{padding-left:3.8em}pre[class*=language-].line-numbers.line-numbers .line-numbers-rows{left:0}pre[class*=language-][data-line]{padding-top:0;padding-bottom:0;padding-left:0}pre[data-line] code{position:relative;padding-left:4em}pre .line-highlight{margin-top:0}
+code[class*=language-],pre[class*=language-]{color:#000;background:0 0;font-family:Consolas,Monaco,'Andale Mono','Ubuntu Mono',monospace;font-size:1em;text-align:left;white-space:pre;word-spacing:normal;word-break:normal;word-wrap:normal;line-height:1.5;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-hyphens:none;-moz-hyphens:none;-ms-hyphens:none;hyphens:none}pre[class*=language-]{position:relative;margin:.5em 0;overflow:visible;padding:1px}pre[class*=language-]>code{position:relative;z-index:1;border-left:10px solid #1890ff;box-shadow:-1px 0 0 0 #1890ff,0 0 0 1px #dfdfdf;background-color:#fdfdfd;background-image:linear-gradient(transparent 50%,rgba(69,142,209,.04) 50%);background-size:3em 3em;background-origin:content-box;background-attachment:local}code[class*=language-]{max-height:inherit;height:inherit;padding:0 1em;display:block;overflow:auto}:not(pre)>code[class*=language-],pre[class*=language-]{background-color:#fdfdfd;-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;margin-bottom:1em}:not(pre)>code[class*=language-]{position:relative;padding:.2em;border-radius:.3em;color:#c92c2c;border:1px solid rgba(0,0,0,.1);display:inline;white-space:normal}pre[class*=language-]:after,pre[class*=language-]:before{content:'';display:block;position:absolute;bottom:.75em;left:.18em;width:40%;height:20%;max-height:13em;box-shadow:0 13px 8px #979797;-webkit-transform:rotate(-2deg);-moz-transform:rotate(-2deg);-ms-transform:rotate(-2deg);-o-transform:rotate(-2deg);transform:rotate(-2deg)}pre[class*=language-]:after{right:.75em;left:auto;-webkit-transform:rotate(2deg);-moz-transform:rotate(2deg);-ms-transform:rotate(2deg);-o-transform:rotate(2deg);transform:rotate(2deg)}.token.block-comment,.token.cdata,.token.comment,.token.doctype,.token.prolog{color:#7d8b99}.token.punctuation{color:#5f6364}.token.boolean,.token.constant,.token.deleted,.token.function-name,.token.number,.token.property,.token.symbol,.token.tag{color:#c92c2c}.token.attr-name,.token.builtin,.token.char,.token.function,.token.inserted,.token.selector,.token.string{color:#2f9c0a}.token.entity,.token.operator,.token.url,.token.variable{color:#a67f59;background:rgba(255,255,255,.5)}.token.atrule,.token.attr-value,.token.class-name,.token.keyword{color:#1990b8}.token.important,.token.regex{color:#e90}.language-css .token.string,.style .token.string{color:#a67f59;background:rgba(255,255,255,.5)}.token.important{font-weight:400}.token.bold{font-weight:700}.token.italic{font-style:italic}.token.entity{cursor:help}.token.namespace{opacity:.7}@media screen and (max-width:767px){pre[class*=language-]:after,pre[class*=language-]:before{bottom:14px;box-shadow:none}}pre[class*=language-].line-numbers.line-numbers{padding-left:0}pre[class*=language-].line-numbers.line-numbers code{padding-left:3.8em}pre[class*=language-].line-numbers.line-numbers .line-numbers-rows{left:0}pre[class*=language-][data-line]{padding-top:0;padding-bottom:0;padding-left:0}pre[data-line] code{position:relative;padding-left:4em}pre .line-highlight{margin-top:0}
--- a/src/AntSK/wwwroot/css/site.css
+++ b/src/AntSK/wwwroot/css/site.css
@@ -53,3 +53,29 @@ ol {
    min-height: 100vh;
  }
 }
+
+
+
+::-webkit-scrollbar {
+    width: 1px; /* <20><><EFBFBD>ù<EFBFBD><C3B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ŀ<EFBFBD><C4BF><EFBFBD> */
+    height: 8px; /* <20><><EFBFBD><EFBFBD>ˮƽ<CBAE><C6BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ĸ߶<C4B8> */
+}
+
+::-webkit-scrollbar-track {
+    background: #f5f5f5; /* <20><><EFBFBD>ù<EFBFBD><C3B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ı<EFBFBD><C4B1><EFBFBD>ɫ */
+}
+
+::-webkit-scrollbar-thumb {
+    background: #c1c1c1; /* <20><><EFBFBD>ù<EFBFBD><C3B9><EFBFBD><EFBFBD><EFBFBD>Ĵָ<C4B4>ı<EFBFBD><C4B1><EFBFBD>ɫ<EFBFBD><C9AB><EFBFBD><EFBFBD><EFBFBD>϶<EFBFBD><CFB6>Ĳ<EFBFBD><C4B2>֣<EFBFBD> */
+    border-radius: 8px; /* <20><><EFBFBD>ù<EFBFBD><C3B9><EFBFBD><EFBFBD><EFBFBD>Ĵָ<C4B4><D6B8>Բ<EFBFBD><D4B2> */
+}
+
+    ::-webkit-scrollbar-thumb:hover {
+        background: #555; /* <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͣʱ<CDA3><CAB1><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ĵָ<C4B4>ı<EFBFBD><C4B1><EFBFBD>ɫ */
+    }
+
+/* <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Firefox */
+* {
+    scrollbar-width: thin; /* <20><><EFBFBD>ù<EFBFBD><C3B9><EFBFBD><EFBFBD><EFBFBD>Ϊϸ<CEAA><CFB8> */
+    scrollbar-color: #ccc #f1f1f1; /* <20><><EFBFBD>ù<EFBFBD><C3B9><EFBFBD><EFBFBD><EFBFBD>Ĵָ<C4B4>͹<EFBFBD><CDB9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ɫ */
+}
--- a/src/AntSK/wwwroot/css/theme.default.css
+++ b/src/AntSK/wwwroot/css/theme.default.css
@@ -0,0 +1,70 @@
+
+/*@font-face {
+    font-family: 'IBM Plex Mono';
+    font-style: normal;
+    font-weight: 500;
+    font-display: swap;
+    src: url(https://fonts.gstatic.com/s/ibmplexmono/v19/-F6qfjptAgt5VM-kVkqdyU8n3twJwl1FgtIU.woff2) format('woff2');
+    unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F;
+}*/
+
+/*@font-face {
+    font-family: ibmplexmono;
+    src: url(fonts/ibmplexmono.woff2);
+    display: swap;
+}*/
+
+@font-face {
+    font-family: CascadiaCode;
+    src: url(fonts/CascadiaCode.ttf);
+    display: swap;
+}
+
+
+.bc-terminal-theme {
+    font-family: CascadiaCode, monospace;
+    font-style: normal;
+    font-weight: 500;
+    background-color: rgb(29, 42, 53);
+    color: rgb(203, 213, 225);
+}
+
+    .bc-terminal-theme > .bc-paragraph {
+    }
+
+    .bc-terminal-theme .bc-terminal-input {
+        color: rgb(203, 213, 225);
+        caret-color: rgb(5, 206, 145);
+        font-family: inherit;
+        font-size: 100%;
+        /*line-height: 1.15;*/
+        padding: 0;
+    }
+
+
+    .bc-terminal-theme > .bc-paragraph-command > .bc-prompt > .bc-prompt-name {
+        color: rgb(255, 157, 0);
+    }
+
+    .bc-terminal-theme > .bc-paragraph-command > .bc-prompt > .bc-prompt-spr1 {
+    }
+
+    .bc-terminal-theme > .bc-paragraph-command > .bc-prompt > .bc-prompt-host {
+        color: rgb(5, 206, 145);
+    }
+
+    .bc-terminal-theme > .bc-paragraph-command > .bc-prompt > .bc-prompt-spr2 {
+    }
+
+    .bc-terminal-theme > .bc-paragraph-command > .bc-prompt > .bc-prompt-path {
+    }
+
+    .bc-terminal-theme > .bc-paragraph-command > .bc-prompt > .bc-prompt-pmt {
+    }
+
+
+
+
+
+    .bc-terminal-theme > .bc-paragraph-response > .bc-command-content {
+    }
--- a/src/AntSK/wwwroot/data/menu.json
+++ b/src/AntSK/wwwroot/data/menu.json
@@ -45,11 +45,6 @@
        "path": "/modelmanager/modellist",
        "name": "模型管理",
        "key": "modelmanager.modellist"
-      },
-      {
-        "path": "/modelmanager/modeldown",
-        "name": "模型下载",
-        "key": "modelmanager.modeldown"
      }
    ]
  },
@@ -77,8 +72,8 @@
    ]
  },
  {
-    "path": "https://antsk.cn/",
-    "name": "使用文档",
+    "path": "https://antsk.cn",
+    "name": "官方文档",
    "key": "antskdoc",
    "icon": "question-circle"
  },
@@ -94,4 +89,4 @@
    "key": "antskvideo",
    "icon": "video-camera"
  }
-]
+]
--- a/src/AntSK/wwwroot/index.html
+++ b/src/AntSK/wwwroot/index.html
@@ -2,19 +2,19 @@
 <html lang="en">

 <head>
-  <meta charset="UTF-8" />
-  <meta http-equiv="X-UA-Compatible" content="IE=edge" />
-  <meta name="keywords" content="antd,umi,umijs,ant design,脚手架,布局, Ant Design,项目,Pro,admin,控制台,主页,开箱即用,中后台,解决方案,组件库" />
-  <meta name="description" content="An out-of-box UI solution for enterprise applications as a React boilerplate." />
-  <meta name="description" content="开箱即用的中台前端/设计解决方案。" />
-  <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=0" />
-  <title>Ant Design Pro Blazor</title>
-  <link rel="icon" href="favicon.ico" type="image/x-icon" />
-  <base href="/" />
-  <link href="_content/AntDesign/css/ant-design-blazor.css" rel="stylesheet" />
-  <link href="_content/AntDesign.ProLayout/css/ant-design-pro-layout-blazor.css" rel="stylesheet" />
-  <link href="./css/site.css" rel="stylesheet" />
-  <link href="AntSK.styles.css" rel="stylesheet" />
+    <meta charset="UTF-8" />
+    <meta http-equiv="X-UA-Compatible" content="IE=edge" />
+    <meta name="keywords" content="AI,SemanticKernel,Rag,KMS" />
+    <meta name="description" content="AntSKPro是一站式本地AI知识库，支持模型管理、用户管理、知识库管理、GraphRAG等" />
+    <meta name="description" content="开箱即用的RAG、知识库平台" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=0" />
+    <title>AntSK</title>
+    <link rel="icon" href="favicon.ico" type="image/x-icon" />
+    <base href="/" />
+    <link href="./css/ant-design-blazor.css" rel="stylesheet" />
+    <link href="./css/ant-design-pro-layout-blazor.css" rel="stylesheet" />
+    <link href="./css/site.css" rel="stylesheet" />
+    <link href="AntSK.styles.css" rel="stylesheet" />
 </head>

 <body>
--- a/src/AntSk.LLM/OllamaEmbeddingModelList.txt
+++ b/src/AntSk.LLM/OllamaEmbeddingModelList.txt
@@ -0,0 +1,12 @@
+nomic-embed-text:v1.5
+mxbai-embed-large:335m
+all-minilm:22m
+all-minilm:33m
+snowflake-arctic-embed:22m
+snowflake-arctic-embed:33m
+snowflake-arctic-embed:110m
+snowflake-arctic-embed:137m
+snowflake-arctic-embed:335m
+bge-m3
+bge-large:335m
+paraphrase-multilingual:278m
--- a/src/Directory.Build.props
+++ b/src/Directory.Build.props
@@ -1,10 +1,9 @@
 <Project>
  <!-- See https://aka.ms/dotnet/msbuild/customize for more details on customizing your build -->
  <PropertyGroup>
-    <KMVersion>0.70.240803.1</KMVersion>
-    <LLamaSharpVersion>0.15.0</LLamaSharpVersion>
+    <KMVersion>0.71.240820.1</KMVersion>
    <NewtonsoftVersion>13.0.3</NewtonsoftVersion>
-    <RestSharpVersion>111.4.1</RestSharpVersion>
-    <SKVersion>1.16.2</SKVersion>
+    <RestSharpVersion>112.1.0</RestSharpVersion>
+    <SKVersion>1.17.2</SKVersion>
  </PropertyGroup>
 </Project>
Author	SHA1	Message	Date
zyxucp	48a8670f01	update llamafactory	2025-02-18 15:23:46 +08:00
zyxucp	2c8efd2eef	Merge branch 'main' of https://github.com/AIDotNet/AntSK	2025-02-17 16:34:02 +08:00
zyxucp	a4acb80151	add embedding model	2025-02-17 16:28:31 +08:00
zyxucp	a8f143995d	Update LICENSE	2025-02-17 10:44:48 +08:00
zyxucp	e46b02d70b	Update LICENSE	2025-02-17 10:41:06 +08:00
zyxucp	31ea75ecba	Merge branch 'main' of https://github.com/AIDotNet/AntSK	2025-02-13 17:23:28 +08:00
zyxucp	e2142deb4a	update	2025-02-13 17:22:30 +08:00
zyxucp	a6b11bb33d	Update README.zh.md	2025-02-11 22:57:43 +08:00
zyxucp	773073b847	update 注释	2025-02-11 18:44:16 +08:00
zyxucp	2bd38b96e7	update 上传文件问答bug	2025-02-11 18:43:30 +08:00
zyxucp	f7bcbcfc95	update 单文件发布	2025-02-11 16:55:04 +08:00
zyxucp	6f5429695c	update	2025-02-11 16:07:41 +08:00
zyxucp	547a3b5919	update 调整检索最低相似度	2025-02-06 15:13:28 +08:00
zyxucp	358909892c	update deepseek 思考	2025-02-06 11:01:42 +08:00
zyxucp	6c1bc4be04	add deepseek-r1 ollama	2025-02-03 18:37:14 +08:00
zyxucp	431c754f42	Update README.md	2025-01-13 14:29:39 +08:00
zyxucp	f46faa7679	Update README.md	2025-01-13 14:27:33 +08:00
zyxucp	195053cbd7	update 星火	2024-12-17 12:14:33 +08:00
zyxucp	b41d79c247	Merge pull request #108 from itchangc/main BAAI/bge-reranker-v2-minicpm-layerwise	2024-11-20 14:24:40 +08:00
zhaochang	5acab7a46f	todo	2024-11-17 20:12:34 +08:00
zhaochang	5b83c844a1	BAAI/bge-reranker-v2-minicpm-layerwise	2024-11-17 20:11:51 +08:00
token	2325c58092	Update Chats.cs	2024-11-04 05:16:07 +08:00
zyxucp	04d16148b5	add rerank api	2024-10-30 11:13:39 +08:00
zyxucp	f0f14889c7	update docker yml	2024-10-24 15:11:52 +08:00
zyxucp	dedafdd108	fix sk update bug	2024-10-24 15:11:25 +08:00
zyxucp	fad2b4e733	Update docker-compose.yml	2024-10-23 18:05:39 +08:00
zyxucp	032de7a447	Update docker-compose.simple.yml	2024-10-23 18:05:24 +08:00
zyxucp	cb0df4d4af	update sk and km version	2024-10-23 18:03:21 +08:00
zyxucp	c810f85cea	update nuget	2024-10-23 17:06:27 +08:00
zyxucp	6700b75684	update del icon	2024-10-23 09:40:15 +08:00
zyxucp	ab15dd6e99	add SecretKey search	2024-10-18 09:52:47 +08:00
zyxucp	13a4419705	update index	2024-10-14 14:10:04 +08:00
zyxucp	cf03465e23	Update README.zh.md	2024-10-06 10:35:45 +08:00
zyxucp	a441730508	Update README.md	2024-10-06 10:34:45 +08:00
zyxucp	6e30886bd2	Update README.md	2024-10-06 10:34:21 +08:00
zyxucp	bc2af42724	Update README.md	2024-10-06 10:31:35 +08:00
zyxucp	919fc5dea7	Update docker-compose.yml	2024-10-06 10:30:50 +08:00
zyxucp	9ab287fabd	Update docker-compose.simple.yml	2024-10-06 10:30:36 +08:00
zyxucp	cf02efc2da	update nuget	2024-10-05 18:33:30 +08:00
zyxucp	1c34ad5987	fix bug	2024-10-05 18:26:36 +08:00
zyxucp	4e8039703e	Update README.zh.md	2024-09-29 10:57:48 +08:00
zyxucp	c2b97c7f82	Update README.md	2024-09-29 10:57:17 +08:00
zyxucp	1a621f5cbc	Update docker-compose.yml	2024-09-29 10:54:39 +08:00
zyxucp	836f898ffe	Update docker-compose.simple.yml	2024-09-29 10:54:11 +08:00
zyxucp	0a9a737709	Merge pull request #105 from AIDotNet/feature_0.5.1 Feature 0.5.1	2024-09-29 10:53:09 +08:00
zyxucp	0df8c74ec2	del sd	2024-09-29 10:52:27 +08:00
zyxucp	5e3ff74eaa	update AntBlazor	2024-09-29 10:48:58 +08:00
zyxucp	7c49ff0a6c	udpate exception	2024-09-29 10:43:44 +08:00
zyxucp	63f5267bca	update	2024-09-29 10:41:09 +08:00
zyxucp	e0c35aac06	update style	2024-09-29 10:36:30 +08:00
zyxucp	27d52d3331	update nuget	2024-09-03 09:22:01 +08:00
zyxucp	e7b2c6e193	Merge branch 'main' of github.com:AIDotNet/AntSK	2024-09-02 09:37:45 +08:00
zyxucp	7600397b79	update style	2024-09-02 09:37:34 +08:00
zyxucp	874b8e5d7f	Update LICENSE	2024-08-28 14:48:23 +08:00
zyxucp	3ac18086a1	Update README.zh.md	2024-08-28 12:41:04 +08:00
zyxucp	16049c7413	Update README.md	2024-08-28 12:40:37 +08:00
zyxucp	7bb7a41bb3	Update menu.json	2024-08-28 10:30:25 +08:00
zyxucp	6c37ed66b2	Update menu.json	2024-08-28 10:18:31 +08:00
zyxucp	bc86f96159	Update README.md	2024-08-27 23:43:01 +08:00
zyxucp	8eb09fb783	Update README.zh.md	2024-08-27 22:33:33 +08:00
zyxucp	eff5f69f0f	fix 处理环境依赖导致rerank失败问题	2024-08-26 10:15:31 +08:00
zyxucp	e3f966d4f2	Merge branch 'main' of github.com:AIDotNet/AntSK	2024-08-23 18:08:55 +08:00
zyxucp	015f51b99c	update KmsIdList length	2024-08-23 18:08:44 +08:00
zyxucp	cd66b61014	Update README.md	2024-08-20 10:23:49 +08:00
zyxucp	f0bef7d2fa	Update docker-compose.simple.yml	2024-08-18 14:13:17 +08:00
zyxucp	de051b047d	Update docker-compose.yml	2024-08-18 14:13:04 +08:00
zyxucp	ed6f5dada2	Update README.md	2024-08-18 13:54:33 +08:00
zyxucp	d2e3fde829	Update README.zh.md	2024-08-18 13:54:03 +08:00
zyxucp	195551e9c1	Update README.md	2024-08-18 13:51:02 +08:00
zyxucp	855103c2a4	Update README.md	2024-08-18 13:50:03 +08:00
zyxucp	6150d543d3	Update README.md	2024-08-18 13:47:08 +08:00
zyxucp	d968d78982	Update LICENSE	2024-08-18 13:44:10 +08:00
zyxucp	0ec5d1f1cf	Update README.zh.md	2024-08-18 13:39:33 +08:00
zyxucp	31f44c1758	Update README.md	2024-08-18 13:39:15 +08:00
zyxucp	e5f63d605d	Merge pull request #102 from AIDotNet/feature_delllamasharp Feature delllamasharp	2024-08-18 13:37:51 +08:00
zyxucp	7db62e3dc6	fix 提示词修改	2024-08-18 13:37:20 +08:00
zyxucp	4408fa4345	add 增加默认值	2024-08-18 13:36:42 +08:00
zyxucp	c5e952b98e	update	2024-08-18 13:33:17 +08:00
zyxucp	bedfeaf53d	add 使用	2024-08-18 13:22:34 +08:00
zyxucp	d605fd6685	fix 删除llamasharp	2024-08-18 13:20:40 +08:00
zyxucp	e5e3f7cd8f	Update README.md	2024-08-15 09:52:24 +08:00
zyxucp	657949694c	Update README.zh.md	2024-08-15 09:50:50 +08:00
zyxucp	10b6035f84	Update README.md	2024-08-15 09:49:54 +08:00
zyxucp	3f9fe27456	Update README.md	2024-08-15 09:46:14 +08:00
zyxucp	da3a0681e5	Update README.zh.md	2024-08-07 14:38:37 +08:00
zyxucp	57b7948d86	Update README.zh.md	2024-08-07 14:17:00 +08:00
zyxucp	40b8bd0439	Update README.zh.md	2024-08-07 14:05:21 +08:00
zyxucp	6ed9cc9b70	Update README.md	2024-08-07 14:03:01 +08:00
zyxucp	e51bf35217	update 版本	2024-08-05 22:23:03 +08:00
zyxucp	28f88438e7	Update README.md	2024-08-05 22:21:57 +08:00