Reorganize bootcamp and translate Chinese headers

Signed-off-by: christy <[email protected]>
milvus-io · Nov 27, 2023 · 313a806 · 313a806
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diff --git a/README.md b/README.md
@@ -5,7 +5,7 @@
     <img src="images/logo.png" alt="Logo">
   </a>
   <p align="center" style="padding-left: 100px; padding-right: 100px">
-      Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
+      Working with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
     <br />
     <br />
     <a href="https://github.com/milvus-io/bootcamp/issues">Report Bug or Request Feature</a>
@@ -47,10 +47,16 @@
   <summary>Table of Contents</summary>
   <ol>
     <li>
-      <a href="#mega-about-milvus-bootcamp">About Milvus Bootcamp</a>
+      Tutorials
     </li>
+    <ul>
+        <li>Connect to Milvus/Zilliz</li>
+        <li>Retrieval</li>
+        <li>RAG</li>
+        <li>OpenAIAssistants</li>
+      </ul>
     <li>
-      <a href="#pencil-solutions">Solutions</a>
+      <a href="#pencil-applications">Applications</a>
       <ul>
         <li><a href="#icecream-run-locally">Run locally</a></li>
         <li><a href="#clapper-live-demo">Live demo</a></li>
@@ -72,91 +78,92 @@
 
 [Milvus Bootcamp](https://github.com/milvus-io/bootcamp) is designed to expose users to both the simplicity and depth of the [**Milvus**](https://milvus.io/) vector database. Discover how to run **benchmark tests** as well as build similarity search applications like **chatbots**, **recommender systems**, **reverse image search**, **molecular search**, **video search**, **audio search**, and more.
 
-<!--ALL SOLUTIONS-->
+<!--ALL APPLICATIONS-->
 
-## :pencil: Solutions
+## :pencil: Applications
 
 ### :icecream: Run locally
 
-Here are several solutions for a wide range of scenarios. Each solution contains a Jupyter Notebook or a Docker deployable solution, meaning anyone can run it on their local machine. In addition to this there are also some related technical articles and live streams.
+Here are several applications for a wide range of scenarios. Each solution contains a Jupyter Notebook or a Docker deployable solution, meaning anyone can run it on their local machine. In addition to this there are also some related technical articles and live streams.
 
-And more solutions you can refer to the [**Examples**](https://github.com/towhee-io/examples).
+Look here for more application [**Examples**](https://github.com/towhee-io/examples).
 
-> You can also refer to the [Bootcamp FAQ](./bootcamp_faq.md) for troubleshooting.
+💡 Please refer to the [Bootcamp FAQ](./bootcamp_faq.md) for troubleshooting.
+💡 For Chinese links below, try using Google Translate.
 
 <table>
    <tr>
-        <td width="40%"><b>Solutions</b></td>
+        <td width="40%"><b>Applications</b></td>
      		<td><b>Have fun with it</b></td>
         <td><b>Article</b></td>
         <td><b>Video</b></td>
    </tr>
    <tr>
-     <td><b>Reverse Image Search</b>
+     <td><b>Reverse Image Search using Images</b>
         <p>Build a reverse image search system using Milvus paired with Towhee for feature extraction.</p>
      </td>
       <td>
         <p>- <a href="https://github.com/towhee-io/examples/tree/main/image/reverse_image_search">Jupyter notebook</a></p>
-        <p>- <a href="solutions/image/reverse_image_search">Quick deploy</a></p>
+        <p>- <a href="applications/image/reverse_image_search">Quick deploy</a></p>
      </td>
       <td>
-        <p>- <a href="https://zhuanlan.zhihu.com/p/517360724">10 行代码搞定以图搜图</a></p>
-        <p>- <a href="https://milvus.io/blog/building-a-search-by-image-shopping-experience-with-vova-and-milvus.md">Building a Search by Image Shopping Experience with VOVA and Milvus</a></p>
+        <p>- <a href="https://zhuanlan.zhihu.com/p/517360724">10 lines of code for reverse image search</a></p>
+        <p>- <a href="https://milvus.io/blog/building-a-search-by-image-shopping-experience-with-vova-and-milvus.md">Reverse Image Search Shopping Experience with VOVA and Milvus</a></p>
      </td>
      <td>
-        <p>- <a href="https://www.bilibili.com/video/BV1SN411o79n">中文</a></p>
+        <p>- <a href="https://www.bilibili.com/video/BV1SN411o79n">VOVA video demo (in Chinese)</a></p>
      </td>
    </tr>
    <tr>
       <td>
-        <p><b>Text Image Search</b></p>
-        <p>Search for matched or related images given an input text by Milvus and Towhee. </p></td>
+        <p><b>Reverse Image Search using Text</b></p>
+        <p>Using Milvus and Towhee. </p></td>
       <td>- <a href="https://github.com/towhee-io/examples/tree/main/image/text_image_search">Jupyter notebook</a></td>
       <td>
-        <p>- <a href="https://zhuanlan.zhihu.com/p/531951677">从零到一，教你搭建「CLIP 以文搜图」搜索服务（一）</a></p>
-        <p>- <a href="https://zhuanlan.zhihu.com/p/537123858">从零到一，教你搭建「CLIP 以文搜图」搜索服务（二）：5 分钟实现原型</a></p>
+        <p>- <a href="https://zhuanlan.zhihu.com/p/531951677">1. CLIP text-based image search）</a></p>
+        <p>- <a href="https://zhuanlan.zhihu.com/p/537123858">2. Implement the prototype in 5 minutes</a></p>
       </td>
       <td></td>
    </tr>
    <tr>
       <td rowspan="2">
-        <p><b>Question Answering</b></p>
-        <p>System Build an intelligent chatbot using Milvus and Towhee for natural language processing (NLP).</p>
+        <p><b>RAG</b></p>
+        <p>Question answering chatbot using Milvus and Towhee for natural language processing (NLP).</p>
      </td>
       <td>
         <p>-<a href="https://github.com/towhee-io/examples/tree/main/nlp/question_answering"> Jupyter notebook</a></p>
-        <p>-<a href="solutions/nlp/question_answering_system"> Quick deploy</a></p>
+        <p>-<a href="applications/nlp/question_answering_system"> Quick deploy</a></p>
      </td>
       <td>
-          <p>-<a href="https://mp.weixin.qq.com/s/BZp4CMv2yuVb0oEyuDKNkw">快速搭建对话机器人，就用这一招！</a></p>
+          <p>-<a href="https://mp.weixin.qq.com/s/BZp4CMv2yuVb0oEyuDKNkw">Quickly build a conversational chatbot</a></p>
         <p>-<a href="https://medium.com/voice-tech-podcast/building-an-intelligent-qa-system-with-nlp-and-milvus-75b496702490">Building an Intelligent QA System with NLP and Milvus</a></p>
      </td>
      <td>
-        <p>-<a href="https://www.bilibili.com/video/BV1ki4y1t72o">中文</a></p>
+        <p>-<a href="https://www.bilibili.com/video/BV1ki4y1t72o">video demo (in Chinese)</a></p>
      </td>
    </tr>
    <tr>
       <td>
-        <p>-<a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/pipelines/examples/question-answering">PaddlePaddle(QA 中文)</a></p>
-        <p>-<a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/pipelines/examples/FAQ">PaddlePaddle(FAQ 中文)</a></p>
+        <p>-<a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/pipelines/examples/question-answering">PaddlePaddle (Chinese bot)</a></p>
+        <p>-<a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/pipelines/examples/FAQ">PaddlePaddle FAQ (in Chinese)</a></p>
      </td>
       <td></td>
       <td></td>
    </tr>
    <tr>
       <td rowspan="2">
-        <p><b>Text Search Engine</b></p>
+        <p><b>Retrieval</b></p>
         <p>Build a text search engine using Milvus and BERT model. </p>
      </td>
       <td>
         <p>- <a href="https://github.com/towhee-io/examples/tree/main/nlp/text_search">Jupyter notebook</a></p>
      </td>
-      <td>- <a href="https://mp.weixin.qq.com/s/OUrBSCqnLuh9btyK3SxWgQ">Milvus 实战 | Milvus 与 BERT 搭建文本搜索</a></td>
-      <td>- <a href="https://www.bilibili.com/video/BV1Xi4y1E7Tb">中文</a></td>
+      <td>- <a href="https://mp.weixin.qq.com/s/OUrBSCqnLuh9btyK3SxWgQ">Using Milvus and BERT</a></td>
+      <td>- <a href="https://www.bilibili.com/video/BV1Xi4y1E7Tb">video demo (in Chinese)</a></td>
    </tr>
      <tr>
       <td>
-        <p>- <a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/applications/neural_search">PaddlePaddle(中文)</a></p>
+        <p>- <a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/applications/neural_search">PaddlePaddle Hybrid Search with neural cross-encoder (in Chinese)</a></p>
      </td>
       <td></td>
       <td></td>
@@ -167,20 +174,20 @@ And more solutions you can refer to the [**Examples**](https://github.com/towhee
         <p>Build an AI-powered movie recommender system using Milvus paired with PaddlePaddle’s deep learning framework. </p>
      </td>
       <td>
-        <p>- <a href="solutions/nlp/recommender_system/recommender_system.ipynb">Jupyter notebook</a></p>
+        <p>- <a href="applications/nlp/recommender_system/recommender_system.ipynb">Jupyter notebook</a></p>
       </td>
-      <td>- <a href="https://mp.weixin.qq.com/s/nAr45u-ruvhWQ8LcVxbhOg">强强联手！Milvus 与 PaddlePaddle 深度整合，赋能工业级 AI 应用</a></td>
+      <td>- <a href="https://mp.weixin.qq.com/s/nAr45u-ruvhWQ8LcVxbhOg">Milvus and PaddlePaddle (in Chinese)</a></td>
       <td></td>
    </tr>
    <tr>
-      <td><p><b>Video Similarity Search</b></p>
+      <td><p><b>Video Search by Image</b></p>
         <p>Build a video similarity search engine using Milvus and Towhee. </p>
      </td>
       <td>
         <p>- <a href="https://github.com/towhee-io/examples/tree/main/video/reverse_video_search">Jupyter notebook</a></p>
      </td>
       <td>
-        <p>- <a href="https://mp.weixin.qq.com/s/DOfiGP5BG_9sD7zZair4ew">Milvus实战｜ 以图搜视频系统</a></p>
+        <p>- <a href="https://mp.weixin.qq.com/s/DOfiGP5BG_9sD7zZair4ew">Milvus video search by image</a></p>
   		<p>- <a href="https://milvus.io/blog/2021-10-10-milvus-helps-analyze-videos.md">Building a Video Analysis System with Milvus Vector Database</a></p>
 	  </td>
 	  <td></td>
@@ -198,11 +205,11 @@ And more solutions you can refer to the [**Examples**](https://github.com/towhee
    </tr>
    <tr>
       <td>
-        <p><b>Text Video Search </b></p>
-        <p>Search for matched or related videos given an input text by Milvus and Towhee. </p>
+        <p><b>Video Search by Text</b></p>
+        <p>Search for matched or related videos given an input text.  Uses Milvus and Towhee. </p>
      </td>
       <td>- <a href="https://github.com/towhee-io/examples/tree/main/video/text_video_retrieval">Jupyter notebook</a></td>
-      <td>- <a href="https://zhuanlan.zhihu.com/p/584641533">5分钟实现「视频检索」：基于内容理解，无需任何标签</a></td>
+      <td>- <a href="https://zhuanlan.zhihu.com/p/584641533">Implement video search in 5 minutes no tags required</a></td>
       <td></td>
    </tr>
    <tr>
@@ -234,8 +241,8 @@ And more solutions you can refer to the [**Examples**](https://github.com/towhee
      </td>
       <td><p>- <a href="https://github.com/towhee-io/examples/tree/main/medical/molecular_search">Jupyter notebook</a></p>
       </td>
-      <td>- <a href="https://mp.weixin.qq.com/s/ZIH_zYltT6aJNQYMhOSsAg">Milvus 赋能 AI 药物研发</a></td>
-      <td>- <a href="https://www.bilibili.com/video/BV1dD4y1D7zS">中文</a></td>
+      <td>- <a href="https://mp.weixin.qq.com/s/ZIH_zYltT6aJNQYMhOSsAg">Milvus powers AI drug research (in Chinese)</a></td>
+      <td>- <a href="https://www.bilibili.com/video/BV1dD4y1D7zS">demo video (in Chinese)</a></td>
    </tr>
 </table>
 

diff --git a/bootcamp_faq.md → applications/applications_faq.md b/bootcamp_faq.md → applications/applications_faq.md
@@ -1,4 +1,4 @@
-# Bootcamp FAQ
+# Applications FAQ
 
 ## Deployment
 

diff --git a/...ical_multifactor_authentication/README.md → ...ical_multifactor_authentication/README.md b/...ical_multifactor_authentication/README.md → ...ical_multifactor_authentication/README.md
diff --git a/...tifactor_authentication/server/Dockerfile → ...tifactor_authentication/server/Dockerfile b/...tifactor_authentication/server/Dockerfile → ...tifactor_authentication/server/Dockerfile
diff --git a/...or_authentication/server/requirements.txt → ...or_authentication/server/requirements.txt b/...or_authentication/server/requirements.txt → ...or_authentication/server/requirements.txt
diff --git a/...tifactor_authentication/server/src/app.py → ...tifactor_authentication/server/src/app.py b/...tifactor_authentication/server/src/app.py → ...tifactor_authentication/server/src/app.py
diff --git a/...ation/server/src/authentication_milvus.py → ...ation/server/src/authentication_milvus.py b/...ation/server/src/authentication_milvus.py → ...ation/server/src/authentication_milvus.py
diff --git a/...uthentication/server/src/models/ResNet.py → ...uthentication/server/src/models/ResNet.py b/...uthentication/server/src/models/ResNet.py → ...uthentication/server/src/models/ResNet.py
diff --git a/...ntication/server/src/models/ResNet_aug.py → ...ntication/server/src/models/ResNet_aug.py b/...ntication/server/src/models/ResNet_aug.py → ...ntication/server/src/models/ResNet_aug.py
diff --git a/...uthentication/server/src/models/fusion.py → ...uthentication/server/src/models/fusion.py b/...uthentication/server/src/models/fusion.py → ...uthentication/server/src/models/fusion.py
diff --git a/...ation/server/src/models/pooling_layers.py → ...ation/server/src/models/pooling_layers.py b/...ation/server/src/models/pooling_layers.py → ...ation/server/src/models/pooling_layers.py
diff --git a/...n/server/src/static/css/bootstrap.min.css → ...n/server/src/static/css/bootstrap.min.css b/...n/server/src/static/css/bootstrap.min.css → ...n/server/src/static/css/bootstrap.min.css
diff --git a/...ntication/server/src/static/css/index.css → ...ntication/server/src/static/css/index.css b/...ntication/server/src/static/css/index.css → ...ntication/server/src/static/css/index.css
diff --git a/...n/server/src/static/css/style.default.css → ...n/server/src/static/css/style.default.css b/...n/server/src/static/css/style.default.css → ...n/server/src/static/css/style.default.css
diff --git a/...ion/server/src/static/js/bootstrap.min.js → ...ion/server/src/static/js/bootstrap.min.js b/...ion/server/src/static/js/bootstrap.min.js → ...ion/server/src/static/js/bootstrap.min.js
diff --git a/...hentication/server/src/static/js/front.js → ...hentication/server/src/static/js/front.js b/...hentication/server/src/static/js/front.js → ...hentication/server/src/static/js/front.js
diff --git a/...hentication/server/src/static/js/index.js → ...hentication/server/src/static/js/index.js b/...hentication/server/src/static/js/index.js → ...hentication/server/src/static/js/index.js
diff --git a/...ion/server/src/static/js/jquery-1.11.0.js → ...ion/server/src/static/js/jquery-1.11.0.js b/...ion/server/src/static/js/jquery-1.11.0.js → ...ion/server/src/static/js/jquery-1.11.0.js
diff --git a/...cation/server/src/static/js/jquery.min.js → ...cation/server/src/static/js/jquery.min.js b/...cation/server/src/static/js/jquery.min.js → ...cation/server/src/static/js/jquery.min.js
diff --git a/...ntication/server/src/templates/index.html → ...ntication/server/src/templates/index.html b/...ntication/server/src/templates/index.html → ...ntication/server/src/templates/index.html
diff --git a/...hentication/server/src/voice_embedding.py → ...hentication/server/src/voice_embedding.py b/...hentication/server/src/voice_embedding.py → ...hentication/server/src/voice_embedding.py
diff --git a/...ions/image/reverse_image_search/README.md → ...ions/image/reverse_image_search/README.md b/...ions/image/reverse_image_search/README.md → ...ions/image/reverse_image_search/README.md
diff --git a/...reverse_image_search/client/.dockerignore → ...reverse_image_search/client/.dockerignore b/...reverse_image_search/client/.dockerignore → ...reverse_image_search/client/.dockerignore
diff --git a/...ns/image/reverse_image_search/client/.env → ...ns/image/reverse_image_search/client/.env b/...ns/image/reverse_image_search/client/.env → ...ns/image/reverse_image_search/client/.env
diff --git a/...ge/reverse_image_search/client/.gitignore → ...ge/reverse_image_search/client/.gitignore b/...ge/reverse_image_search/client/.gitignore → ...ge/reverse_image_search/client/.gitignore
diff --git a/...ge/reverse_image_search/client/Dockerfile → ...ge/reverse_image_search/client/Dockerfile b/...ge/reverse_image_search/client/Dockerfile → ...ge/reverse_image_search/client/Dockerfile
diff --git a/...stem/client/nginx/conf/conf.d/client.conf → ...age_search/client/conf/conf.d/client.conf b/...stem/client/nginx/conf/conf.d/client.conf → ...age_search/client/conf/conf.d/client.conf
diff --git a/...system/client/nginx/conf/conf.d/gzip.conf → ...image_search/client/conf/conf.d/gzip.conf b/...system/client/nginx/conf/conf.d/gzip.conf → ...image_search/client/conf/conf.d/gzip.conf
diff --git a/...reverse_image_search/client/env-config.js → ...reverse_image_search/client/env-config.js b/...reverse_image_search/client/env-config.js → ...reverse_image_search/client/env-config.js
diff --git a/...p/question_answering_system/client/env.sh → .../image/reverse_image_search/client/env.sh b/...p/question_answering_system/client/env.sh → .../image/reverse_image_search/client/env.sh
diff --git a/...rse_image_search/client/package-lock.json → ...rse_image_search/client/package-lock.json b/...rse_image_search/client/package-lock.json → ...rse_image_search/client/package-lock.json
diff --git a/.../reverse_image_search/client/package.json → .../reverse_image_search/client/package.json b/.../reverse_image_search/client/package.json → .../reverse_image_search/client/package.json
diff --git a/...nswering_system/client/public/favicon.ico → ...se_image_search/client/public/favicon.ico b/...nswering_system/client/public/favicon.ico → ...se_image_search/client/public/favicon.ico
diff --git a/...nswering_system/client/public/favicon.png → ...se_image_search/client/public/favicon.png b/...nswering_system/client/public/favicon.png → ...se_image_search/client/public/favicon.png
diff --git a/...rse_image_search/client/public/index.html → ...rse_image_search/client/public/index.html b/...rse_image_search/client/public/index.html → ...rse_image_search/client/public/index.html
diff --git a/...nswering_system/client/public/logo192.png → ...se_image_search/client/public/logo192.png b/...nswering_system/client/public/logo192.png → ...se_image_search/client/public/logo192.png
diff --git a/...nswering_system/client/public/logo512.png → ...se_image_search/client/public/logo512.png b/...nswering_system/client/public/logo512.png → ...se_image_search/client/public/logo512.png
diff --git a/...wering_system/client/public/manifest.json → ..._image_search/client/public/manifest.json b/...wering_system/client/public/manifest.json → ..._image_search/client/public/manifest.json
diff --git a/...answering_system/client/public/robots.txt → ...rse_image_search/client/public/robots.txt b/...answering_system/client/public/robots.txt → ...rse_image_search/client/public/robots.txt
diff --git a/...stion_answering_system/client/src/App.css → ...e/reverse_image_search/client/src/App.css b/...stion_answering_system/client/src/App.css → ...e/reverse_image_search/client/src/App.css
diff --git a/...e/reverse_image_search/client/src/App.tsx → ...e/reverse_image_search/client/src/App.tsx b/...e/reverse_image_search/client/src/App.tsx → ...e/reverse_image_search/client/src/App.tsx
diff --git a/..._search/client/src/components/Gallary.tsx → ..._search/client/src/components/Gallary.tsx b/..._search/client/src/components/Gallary.tsx → ..._search/client/src/components/Gallary.tsx
diff --git a/...h/client/src/components/SearchResults.jsx → ...h/client/src/components/SearchResults.jsx b/...h/client/src/components/SearchResults.jsx → ...h/client/src/components/SearchResults.jsx
diff --git a/...tem/client/src/components/SeperatLine.tsx → ...rch/client/src/components/SeperatLine.tsx b/...tem/client/src/components/SeperatLine.tsx → ...rch/client/src/components/SeperatLine.tsx
diff --git a/...ing_system/client/src/containers/Logo.svg → ...age_search/client/src/containers/Logo.svg b/...ing_system/client/src/containers/Logo.svg → ...age_search/client/src/containers/Logo.svg
diff --git a/..._search/client/src/containers/Setting.tsx → ..._search/client/src/containers/Setting.tsx b/..._search/client/src/containers/Setting.tsx → ..._search/client/src/containers/Setting.tsx
diff --git a/...arch/client/src/contexts/QueryContext.tsx → ...arch/client/src/contexts/QueryContext.tsx b/...arch/client/src/contexts/QueryContext.tsx → ...arch/client/src/contexts/QueryContext.tsx
diff --git a/...reverse_image_search/client/src/index.css → ...reverse_image_search/client/src/index.css b/...reverse_image_search/client/src/index.css → ...reverse_image_search/client/src/index.css
diff --git a/...ion_answering_system/client/src/index.tsx → ...reverse_image_search/client/src/index.tsx b/...ion_answering_system/client/src/index.tsx → ...reverse_image_search/client/src/index.tsx
diff --git a/...tion_answering_system/client/src/logo.svg → .../reverse_image_search/client/src/logo.svg b/...tion_answering_system/client/src/logo.svg → .../reverse_image_search/client/src/logo.svg
diff --git a/...ring_system/client/src/react-app-env.d.ts → ...mage_search/client/src/react-app-env.d.ts b/...ring_system/client/src/react-app-env.d.ts → ...mage_search/client/src/react-app-env.d.ts
diff --git a/...wering_system/client/src/serviceWorker.ts → ..._image_search/client/src/serviceWorker.ts b/...wering_system/client/src/serviceWorker.ts → ..._image_search/client/src/serviceWorker.ts
diff --git a/...answering_system/client/src/setupTests.ts → ...rse_image_search/client/src/setupTests.ts b/...answering_system/client/src/setupTests.ts → ...rse_image_search/client/src/setupTests.ts
diff --git a/...ng_system/client/src/utils/CreateStyle.ts → ...ge_search/client/src/utils/CreateStyle.ts b/...ng_system/client/src/utils/CreateStyle.ts → ...ge_search/client/src/utils/CreateStyle.ts
diff --git a/...mage_search/client/src/utils/Endpoints.ts → ...mage_search/client/src/utils/Endpoints.ts b/...mage_search/client/src/utils/Endpoints.ts → ...mage_search/client/src/utils/Endpoints.ts
diff --git a/...swering_system/client/src/utils/Helper.ts → ...e_image_search/client/src/utils/Helper.ts b/...swering_system/client/src/utils/Helper.ts → ...e_image_search/client/src/utils/Helper.ts
diff --git a/...nswering_system/client/src/utils/color.ts → ...se_image_search/client/src/utils/color.ts b/...nswering_system/client/src/utils/color.ts → ...se_image_search/client/src/utils/color.ts
diff --git a/...ion_answering_system/client/tsconfig.json → ...reverse_image_search/client/tsconfig.json b/...ion_answering_system/client/tsconfig.json → ...reverse_image_search/client/tsconfig.json
diff --git a/.../reverse_image_search/docker-compose.yaml → .../reverse_image_search/docker-compose.yaml b/.../reverse_image_search/docker-compose.yaml → .../reverse_image_search/docker-compose.yaml
diff --git a/...mage/reverse_image_search/pic/fastapi.png → ...mage/reverse_image_search/pic/fastapi.png b/...mage/reverse_image_search/pic/fastapi.png → ...mage/reverse_image_search/pic/fastapi.png
diff --git a/...s/image/reverse_image_search/pic/web1.png → ...s/image/reverse_image_search/pic/web1.png b/...s/image/reverse_image_search/pic/web1.png → ...s/image/reverse_image_search/pic/web1.png
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diff --git a/...s/image/reverse_image_search/pic/web3.png → ...s/image/reverse_image_search/pic/web3.png b/...s/image/reverse_image_search/pic/web3.png → ...s/image/reverse_image_search/pic/web3.png
diff --git a/...s/image/reverse_image_search/pic/web4.png → ...s/image/reverse_image_search/pic/web4.png b/...s/image/reverse_image_search/pic/web4.png → ...s/image/reverse_image_search/pic/web4.png
diff --git a/...s/image/reverse_image_search/pic/web5.png → ...s/image/reverse_image_search/pic/web5.png b/...s/image/reverse_image_search/pic/web5.png → ...s/image/reverse_image_search/pic/web5.png
diff --git a/...age/reverse_image_search/pic/workflow.png → ...age/reverse_image_search/pic/workflow.png b/...age/reverse_image_search/pic/workflow.png → ...age/reverse_image_search/pic/workflow.png
diff --git a/...ge/reverse_image_search/server/Dockerfile → ...ge/reverse_image_search/server/Dockerfile b/...ge/reverse_image_search/server/Dockerfile → ...ge/reverse_image_search/server/Dockerfile
diff --git a/...erse_image_search/server/requirements.txt → ...erse_image_search/server/requirements.txt b/...erse_image_search/server/requirements.txt → ...erse_image_search/server/requirements.txt
diff --git a/..._system/server/src/operations/__init__.py → ...verse_image_search/server/src/__init__.py b/..._system/server/src/operations/__init__.py → ...verse_image_search/server/src/__init__.py
diff --git a/...reverse_image_search/server/src/config.py → ...reverse_image_search/server/src/config.py b/...reverse_image_search/server/src/config.py → ...reverse_image_search/server/src/config.py
diff --git a/...reverse_image_search/server/src/encode.py → ...reverse_image_search/server/src/encode.py b/...reverse_image_search/server/src/encode.py → ...reverse_image_search/server/src/encode.py
diff --git a/...e/reverse_image_search/server/src/logs.py → ...e/reverse_image_search/server/src/logs.py b/...e/reverse_image_search/server/src/logs.py → ...e/reverse_image_search/server/src/logs.py
diff --git a/...e/reverse_image_search/server/src/main.py → ...e/reverse_image_search/server/src/main.py b/...e/reverse_image_search/server/src/main.py → ...e/reverse_image_search/server/src/main.py
diff --git a/...image_search/server/src/milvus_helpers.py → ...image_search/server/src/milvus_helpers.py b/...image_search/server/src/milvus_helpers.py → ...image_search/server/src/milvus_helpers.py
diff --git a/..._image_search/server/src/mysql_helpers.py → ..._image_search/server/src/mysql_helpers.py b/..._image_search/server/src/mysql_helpers.py → ..._image_search/server/src/mysql_helpers.py
diff --git a/...n_answering_system/server/src/__init__.py → ..._search/server/src/operations/__init__.py b/...n_answering_system/server/src/__init__.py → ..._search/server/src/operations/__init__.py
diff --git a/...age_search/server/src/operations/count.py → ...age_search/server/src/operations/count.py b/...age_search/server/src/operations/count.py → ...age_search/server/src/operations/count.py
diff --git a/...mage_search/server/src/operations/drop.py → ...mage_search/server/src/operations/drop.py b/...mage_search/server/src/operations/drop.py → ...mage_search/server/src/operations/drop.py
diff --git a/...mage_search/server/src/operations/load.py → ...mage_search/server/src/operations/load.py b/...mage_search/server/src/operations/load.py → ...mage_search/server/src/operations/load.py
diff --git a/...ge_search/server/src/operations/search.py → ...ge_search/server/src/operations/search.py b/...ge_search/server/src/operations/search.py → ...ge_search/server/src/operations/search.py
diff --git a/...ge_search/server/src/operations/upload.py → ...ge_search/server/src/operations/upload.py b/...ge_search/server/src/operations/upload.py → ...ge_search/server/src/operations/upload.py
diff --git a/...erse_image_search/server/src/test_main.py → ...erse_image_search/server/src/test_main.py b/...erse_image_search/server/src/test_main.py → ...erse_image_search/server/src/test_main.py
diff --git a/...verse_image_search/test_docker_compose.py → ...verse_image_search/test_docker_compose.py b/...verse_image_search/test_docker_compose.py → ...verse_image_search/test_docker_compose.py
diff --git a/solutions/nlp/HuggingFace/README.md → applications/nlp/HuggingFace/README.md b/solutions/nlp/HuggingFace/README.md → applications/nlp/HuggingFace/README.md
diff --git a/solutions/nlp/HuggingFace/milvus.ipynb → applications/nlp/HuggingFace/milvus.ipynb b/solutions/nlp/HuggingFace/milvus.ipynb → applications/nlp/HuggingFace/milvus.ipynb
diff --git a/solutions/nlp/HuggingFace/towhee.ipynb → applications/nlp/HuggingFace/towhee.ipynb b/solutions/nlp/HuggingFace/towhee.ipynb → applications/nlp/HuggingFace/towhee.ipynb
diff --git a/solutions/nlp/OpenAI/README.md → applications/nlp/OpenAI/README.md b/solutions/nlp/OpenAI/README.md → applications/nlp/OpenAI/README.md
diff --git a/solutions/nlp/OpenAI/data/books.csv → applications/nlp/OpenAI/data/books.csv b/solutions/nlp/OpenAI/data/books.csv → applications/nlp/OpenAI/data/books.csv
diff --git a/...tions/nlp/OpenAI/openai_text_search.ipynb → ...tions/nlp/OpenAI/openai_text_search.ipynb b/...tions/nlp/OpenAI/openai_text_search.ipynb → ...tions/nlp/OpenAI/openai_text_search.ipynb
diff --git a/solutions/nlp/OpenAI/requirements.txt → applications/nlp/OpenAI/requirements.txt b/solutions/nlp/OpenAI/requirements.txt → applications/nlp/OpenAI/requirements.txt
diff --git a/...s/nlp/question_answering_system/README.md → ...s/nlp/question_answering_system/README.md b/...s/nlp/question_answering_system/README.md → ...s/nlp/question_answering_system/README.md
diff --git a/...ion_answering_system/client/.dockerignore → ...ion_answering_system/client/.dockerignore b/...ion_answering_system/client/.dockerignore → ...ion_answering_system/client/.dockerignore
diff --git a/...nlp/question_answering_system/client/.env → ...nlp/question_answering_system/client/.env b/...nlp/question_answering_system/client/.env → ...nlp/question_answering_system/client/.env
diff --git a/...estion_answering_system/client/.gitignore → ...estion_answering_system/client/.gitignore b/...estion_answering_system/client/.gitignore → ...estion_answering_system/client/.gitignore
diff --git a/...estion_answering_system/client/Dockerfile → ...estion_answering_system/client/Dockerfile b/...estion_answering_system/client/Dockerfile → ...estion_answering_system/client/Dockerfile
diff --git a/...ion_answering_system/client/env-config.js → ...ion_answering_system/client/env-config.js b/...ion_answering_system/client/env-config.js → ...ion_answering_system/client/env-config.js
diff --git a/.../image/reverse_image_search/client/env.sh → ...p/question_answering_system/client/env.sh b/.../image/reverse_image_search/client/env.sh → ...p/question_answering_system/client/env.sh
diff --git a/...age_search/client/conf/conf.d/client.conf → ...stem/client/nginx/conf/conf.d/client.conf b/...age_search/client/conf/conf.d/client.conf → ...stem/client/nginx/conf/conf.d/client.conf
diff --git a/...image_search/client/conf/conf.d/gzip.conf → ...system/client/nginx/conf/conf.d/gzip.conf b/...image_search/client/conf/conf.d/gzip.conf → ...system/client/nginx/conf/conf.d/gzip.conf
diff --git a/...answering_system/client/package-lock.json → ...answering_system/client/package-lock.json b/...answering_system/client/package-lock.json → ...answering_system/client/package-lock.json
diff --git a/...tion_answering_system/client/package.json → ...tion_answering_system/client/package.json b/...tion_answering_system/client/package.json → ...tion_answering_system/client/package.json
diff --git a/...wering_system/client/public/env-config.js → ...wering_system/client/public/env-config.js b/...wering_system/client/public/env-config.js → ...wering_system/client/public/env-config.js
diff --git a/...se_image_search/client/public/favicon.ico → ...nswering_system/client/public/favicon.ico b/...se_image_search/client/public/favicon.ico → ...nswering_system/client/public/favicon.ico
diff --git a/...se_image_search/client/public/favicon.png → ...nswering_system/client/public/favicon.png b/...se_image_search/client/public/favicon.png → ...nswering_system/client/public/favicon.png
diff --git a/...answering_system/client/public/index.html → ...answering_system/client/public/index.html b/...answering_system/client/public/index.html → ...answering_system/client/public/index.html
diff --git a/...se_image_search/client/public/logo192.png → ...nswering_system/client/public/logo192.png b/...se_image_search/client/public/logo192.png → ...nswering_system/client/public/logo192.png
diff --git a/...se_image_search/client/public/logo512.png → ...nswering_system/client/public/logo512.png b/...se_image_search/client/public/logo512.png → ...nswering_system/client/public/logo512.png
diff --git a/..._image_search/client/public/manifest.json → ...wering_system/client/public/manifest.json b/..._image_search/client/public/manifest.json → ...wering_system/client/public/manifest.json
diff --git a/...rse_image_search/client/public/robots.txt → ...answering_system/client/public/robots.txt b/...rse_image_search/client/public/robots.txt → ...answering_system/client/public/robots.txt
diff --git a/...e/reverse_image_search/client/src/App.css → ...stion_answering_system/client/src/App.css b/...e/reverse_image_search/client/src/App.css → ...stion_answering_system/client/src/App.css
diff --git a/...stion_answering_system/client/src/App.tsx → ...stion_answering_system/client/src/App.tsx b/...stion_answering_system/client/src/App.tsx → ...stion_answering_system/client/src/App.tsx
diff --git a/..._system/client/src/components/Gallary.tsx → ..._system/client/src/components/Gallary.tsx b/..._system/client/src/components/Gallary.tsx → ..._system/client/src/components/Gallary.tsx
diff --git a/...g_system/client/src/components/Header.jsx → ...g_system/client/src/components/Header.jsx b/...g_system/client/src/components/Header.jsx → ...g_system/client/src/components/Header.jsx
diff --git a/...ing_system/client/src/components/Menu.jsx → ...ing_system/client/src/components/Menu.jsx b/...ing_system/client/src/components/Menu.jsx → ...ing_system/client/src/components/Menu.jsx
diff --git a/...ering_system/client/src/components/QA.jsx → ...ering_system/client/src/components/QA.jsx b/...ering_system/client/src/components/QA.jsx → ...ering_system/client/src/components/QA.jsx
diff --git a/...m/client/src/components/SearchResults.jsx → ...m/client/src/components/SearchResults.jsx b/...m/client/src/components/SearchResults.jsx → ...m/client/src/components/SearchResults.jsx
diff --git a/...rch/client/src/components/SeperatLine.tsx → ...tem/client/src/components/SeperatLine.tsx b/...rch/client/src/components/SeperatLine.tsx → ...tem/client/src/components/SeperatLine.tsx
diff --git a/...age_search/client/src/containers/Logo.svg → ...ing_system/client/src/containers/Logo.svg b/...age_search/client/src/containers/Logo.svg → ...ing_system/client/src/containers/Logo.svg
diff --git a/..._system/client/src/containers/Setting.tsx → ..._system/client/src/containers/Setting.tsx b/..._system/client/src/containers/Setting.tsx → ..._system/client/src/containers/Setting.tsx
diff --git a/...stem/client/src/contexts/QueryContext.tsx → ...stem/client/src/contexts/QueryContext.tsx b/...stem/client/src/contexts/QueryContext.tsx → ...stem/client/src/contexts/QueryContext.tsx
diff --git a/...ion_answering_system/client/src/index.css → ...ion_answering_system/client/src/index.css b/...ion_answering_system/client/src/index.css → ...ion_answering_system/client/src/index.css
diff --git a/...reverse_image_search/client/src/index.tsx → ...ion_answering_system/client/src/index.tsx b/...reverse_image_search/client/src/index.tsx → ...ion_answering_system/client/src/index.tsx
diff --git a/...estion_answering_system/client/src/lan.js → ...estion_answering_system/client/src/lan.js b/...estion_answering_system/client/src/lan.js → ...estion_answering_system/client/src/lan.js
diff --git a/.../reverse_image_search/client/src/logo.svg → ...tion_answering_system/client/src/logo.svg b/.../reverse_image_search/client/src/logo.svg → ...tion_answering_system/client/src/logo.svg
diff --git a/...mage_search/client/src/react-app-env.d.ts → ...ring_system/client/src/react-app-env.d.ts b/...mage_search/client/src/react-app-env.d.ts → ...ring_system/client/src/react-app-env.d.ts
diff --git a/..._image_search/client/src/serviceWorker.ts → ...wering_system/client/src/serviceWorker.ts b/..._image_search/client/src/serviceWorker.ts → ...wering_system/client/src/serviceWorker.ts
diff --git a/...rse_image_search/client/src/setupTests.ts → ...answering_system/client/src/setupTests.ts b/...rse_image_search/client/src/setupTests.ts → ...answering_system/client/src/setupTests.ts
diff --git a/...ge_search/client/src/utils/CreateStyle.ts → ...ng_system/client/src/utils/CreateStyle.ts b/...ge_search/client/src/utils/CreateStyle.ts → ...ng_system/client/src/utils/CreateStyle.ts
diff --git a/...ring_system/client/src/utils/Endpoints.ts → ...ring_system/client/src/utils/Endpoints.ts b/...ring_system/client/src/utils/Endpoints.ts → ...ring_system/client/src/utils/Endpoints.ts
diff --git a/...e_image_search/client/src/utils/Helper.ts → ...swering_system/client/src/utils/Helper.ts b/...e_image_search/client/src/utils/Helper.ts → ...swering_system/client/src/utils/Helper.ts
diff --git a/...se_image_search/client/src/utils/color.ts → ...nswering_system/client/src/utils/color.ts b/...se_image_search/client/src/utils/color.ts → ...nswering_system/client/src/utils/color.ts
diff --git a/...reverse_image_search/client/tsconfig.json → ...ion_answering_system/client/tsconfig.json b/...reverse_image_search/client/tsconfig.json → ...ion_answering_system/client/tsconfig.json
diff --git a/...uestion_answering_system/data/example.csv → ...uestion_answering_system/data/example.csv b/...uestion_answering_system/data/example.csv → ...uestion_answering_system/data/example.csv
diff --git a/.../question_answering_system/pic/qa_api.png → .../question_answering_system/pic/qa_api.png b/.../question_answering_system/pic/qa_api.png → .../question_answering_system/pic/qa_api.png
diff --git a/...estion_answering_system/server/Dockerfile → ...estion_answering_system/server/Dockerfile b/...estion_answering_system/server/Dockerfile → ...estion_answering_system/server/Dockerfile
diff --git a/..._answering_system/server/requirements.txt → ..._answering_system/server/requirements.txt b/..._answering_system/server/requirements.txt → ..._answering_system/server/requirements.txt
diff --git a/..._search/server/src/operations/__init__.py → ...n_answering_system/server/src/__init__.py b/..._search/server/src/operations/__init__.py → ...n_answering_system/server/src/__init__.py
diff --git a/...ion_answering_system/server/src/config.py → ...ion_answering_system/server/src/config.py b/...ion_answering_system/server/src/config.py → ...ion_answering_system/server/src/config.py
diff --git a/...ion_answering_system/server/src/encode.py → ...ion_answering_system/server/src/encode.py b/...ion_answering_system/server/src/encode.py → ...ion_answering_system/server/src/encode.py
diff --git a/...stion_answering_system/server/src/logs.py → ...stion_answering_system/server/src/logs.py b/...stion_answering_system/server/src/logs.py → ...stion_answering_system/server/src/logs.py
diff --git a/...stion_answering_system/server/src/main.py → ...stion_answering_system/server/src/main.py b/...stion_answering_system/server/src/main.py → ...stion_answering_system/server/src/main.py
diff --git a/...ering_system/server/src/milvus_helpers.py → ...ering_system/server/src/milvus_helpers.py b/...ering_system/server/src/milvus_helpers.py → ...ering_system/server/src/milvus_helpers.py
diff --git a/...wering_system/server/src/mysql_helpers.py → ...wering_system/server/src/mysql_helpers.py b/...wering_system/server/src/mysql_helpers.py → ...wering_system/server/src/mysql_helpers.py
diff --git a/...verse_image_search/server/src/__init__.py → ..._system/server/src/operations/__init__.py b/...verse_image_search/server/src/__init__.py → ..._system/server/src/operations/__init__.py
diff --git a/...ing_system/server/src/operations/count.py → ...ing_system/server/src/operations/count.py b/...ing_system/server/src/operations/count.py → ...ing_system/server/src/operations/count.py
diff --git a/...ring_system/server/src/operations/drop.py → ...ring_system/server/src/operations/drop.py b/...ring_system/server/src/operations/drop.py → ...ring_system/server/src/operations/drop.py
diff --git a/...ring_system/server/src/operations/load.py → ...ring_system/server/src/operations/load.py b/...ring_system/server/src/operations/load.py → ...ring_system/server/src/operations/load.py
diff --git a/...ng_system/server/src/operations/search.py → ...ng_system/server/src/operations/search.py b/...ng_system/server/src/operations/search.py → ...ng_system/server/src/operations/search.py
diff --git a/..._answering_system/server/src/test_main.py → ..._answering_system/server/src/test_main.py b/..._answering_system/server/src/test_main.py → ..._answering_system/server/src/test_main.py
diff --git a/...s/nlp/recommender_system/cluster_info.png → ...s/nlp/recommender_system/cluster_info.png b/...s/nlp/recommender_system/cluster_info.png → ...s/nlp/recommender_system/cluster_info.png
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diff --git a/notebooks/llms/llamaindex/multi_doc_qa.ipynb → bootcamp/RAG/multi_doc_qa_llamaindex.ipynb b/notebooks/llms/llamaindex/multi_doc_qa.ipynb → bootcamp/RAG/multi_doc_qa_llamaindex.ipynb
diff --git a/...ms/langchain/readthedocs_rag_zilliz.ipynb → ...mp/RAG/readthedocs_zilliz_langchain.ipynb b/...ms/langchain/readthedocs_rag_zilliz.ipynb → ...mp/RAG/readthedocs_zilliz_langchain.ipynb
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