Updated RAGFlow Agent UI (#4029)

### What problem does this PR solve?


### Type of change


- [x] Documentation Update

README_zh.md

    | nightly           | ≈9       | :heavy_check_mark:    | *Unstable* nightly build |
    | nightly-slim      | ≈2       | ❌                    | *Unstable* nightly build |
 
+   > [!TIP]
+   > 如果你遇到 Docker 镜像拉不下来的问题，可以在 **docker/.env** 文件内根据变量 `RAGFLOW_IMAGE` 的注释提示选择华为云或者阿里云的相应镜像。
+   > - 华为云镜像名：`swr.cn-north-4.myhuaweicloud.com/infiniflow/ragflow`
+   > - 阿里云镜像名：`registry.cn-hangzhou.aliyuncs.com/infiniflow/ragflow`
+
 4. 服务器启动成功后再次确认服务器状态：
 
    ```bash

docker/README.md

 - **docker-compose-base.yml**  
   Sets up environment for RAGFlow's dependencies: Elasticsearch/[Infinity](https://github.com/infiniflow/infinity), MySQL, MinIO, and Redis.
 
+> [!CAUTION]
+> We do not actively maintain **docker-compose-CN-oc9.yml**, **docker-compose-gpu-CN-oc9.yml**, or **docker-compose-gpu.yml**, so use them at your own risk. However, you are welcome to file a pull request to improve any of them.
+
 ## 🐬 Docker environment variables
 
 The [.env](./.env) file contains important environment variables for Docker.
 - `ES_PORT`  
   The port used to expose the Elasticsearch service to the host machine, allowing **external** access to the service running inside the Docker container.  Defaults to `1200`.
 - `ELASTIC_PASSWORD`  
-  The password for Elasticsearch. 
+  The password for Elasticsearch.
 
 ### Kibana
 
 ### MySQL
 
 - `MYSQL_PASSWORD`  
-  The password for MySQL. 
+  The password for MySQL.
 - `MYSQL_PORT`  
   The port used to expose the MySQL service to the host machine, allowing **external** access to the MySQL database running inside the Docker container. Defaults to `5455`.
 
 - `MINIO_USER`  
   The username for MinIO.
 - `MINIO_PASSWORD`  
-  The password for MinIO. 
+  The password for MinIO.
 
 ### Redis
 

docker/docker-compose-CN-oc9.yml

+# The RAGFlow team do not actively maintain docker-compose-CN-oc9.yml, so use them at your own risk. 
+# However, you are welcome to file a pull request to improve it.
 include:
   - ./docker-compose-base.yml
 

docker/docker-compose-admin-tool.yml

-include:
-  - path: ./docker-compose.yml
-    env_file: ./.env
-
-services:
-  kibana:
-    image: kibana:${STACK_VERSION}
-    container_name: ragflow-kibana
-    environment:
-      ELASTICSEARCH_USERNAME: ${KIBANA_USER} 
-      ELASTICSEARCH_PASSWORD: ${KIBANA_PASSWORD} 
-      ELASTICSEARCH_HOSTS: "http://es01:9200"
-    ports:
-      - ${KIBANA_PORT}:5601
-    depends_on:
-      es01:
-        condition: service_healthy
-      kibana-user-init:
-        condition: service_completed_successfully
-
-    networks:
-      - ragflow
-  kibana-user-init:
-    image: appropriate/curl
-    depends_on:
-      es01:
-        condition: service_healthy
-    volumes:
-      - ./init-kibana.sh:/app/init-kibana.sh
-    environment:
-      - ELASTIC_PASSWORD=${ELASTIC_PASSWORD}
-      - KIBANA_USER=${KIBANA_USER}
-      - KIBANA_PASSWORD=${KIBANA_PASSWORD}
-    command: /bin/sh -c "sh /app/init-kibana.sh"
-    networks:
-      - ragflow
-    restart: 'no'

docker/docker-compose-gpu-CN-oc9.yml

+# The RAGFlow team do not actively maintain docker-compose-gpu-CN-oc9.yml, so use them at your own risk. 
+# However, you are welcome to file a pull request to improve it.
 include:
   - ./docker-compose-base.yml
 

docker/docker-compose-gpu.yml

+# The RAGFlow team do not actively maintain docker-compose-gpu.yml, so use them at your own risk. 
+# However, you are welcome to file a pull request to improve it.
 include:
   - ./docker-compose-base.yml
 

docs/configurations.md

 - **docker-compose-base.yml**  
   Sets up environment for RAGFlow's dependencies: Elasticsearch/[Infinity](https://github.com/infiniflow/infinity), MySQL, MinIO, and Redis.
 
+:::danger IMPORTANT
+**docker-compose-CN-oc9.yml**, **docker-compose-gpu-CN-oc9.yml**, **docker-compose-gpu.yml** have been contributed by our community. We do not actively maintain these files, so use them at your own risk. However, you are welcome to file a pull request to improve any of them.
+:::
+
 ## Docker environment variables
 
 The [.env](https://github.com/infiniflow/ragflow/blob/main/docker/.env) file contains important environment variables for Docker.
 - `ES_PORT`  
   The port used to expose the Elasticsearch service to the host machine, allowing **external** access to the service running inside the Docker container.  Defaults to `1200`.
 - `ELASTIC_PASSWORD`  
-  The password for Elasticsearch. 
+  The password for Elasticsearch.
 
 ### Kibana
 

docs/quickstart.mdx

    $ docker compose -f docker/docker-compose.yml up -d
    ```
 
-```mdx-code-block
-<APITable>
-```
+   ```mdx-code-block
+   <APITable>
+   ```
 
    | RAGFlow image tag   | Image size (GB) | Has embedding models and Python packages? | Stable?                  |
    | ------------------- | --------------- | ----------------------------------------- | ------------------------ |
    | `nightly`           | &approx;9       | :heavy_check_mark:                        | *Unstable* nightly build |
    | `nightly-slim`      | &approx;2       | ❌                                        | *Unstable* nightly build |
 
-```mdx-code-block
-</APITable>
-```
+   ```mdx-code-block
+   </APITable>
+   ```
 
 4. Check the server status after having the server up and running:
 

web/src/locales/en.ts

       language: 'Language',
       googleScholar: 'Google Scholar',
       googleScholarDescription:
-        'This component is used to get search result from https://scholar.google.com/. Typically, it performs as a supplement to knowledgebases. Top N specifies the number of search results you need to adapt.',
+        'A component that searches https://scholar.google.com/. You can use Top N to specify the number of search results.',
       yearLow: 'Year low',
       yearHigh: 'Year high',
       patents: 'Patents',
       data: 'Data',
       deepL: 'DeepL',
       deepLDescription:
-        'This component is used to get translations from https://www.deepl.com/. Typically, it provides a more specialized translation result.',
+        'A component that gets more specialized translations from https://www.deepl.com/.',
       authKey: 'Auth key',
       sourceLang: 'Source language',
       targetLang: 'Target language',
       gitHub: 'GitHub',
       gitHubDescription:
-        'This component is used to search the repository from https://github.com/. Top N specifies the number of search results to be adjusted.',
+        'A component that searches for repositories from https://github.com/. You can use Top N to specify the number of search results.',
       baiduFanyi: 'BaiduFanyi',
       baiduFanyiDescription:
-        'This component is used to get translations from https://fanyi.baidu.com/. Typically, it provides a more specialized translation result',
+        'A component that gets specialized translations from https://fanyi.baidu.com/.',
       appid: 'App id',
       secretKey: 'Secret key',
       domain: 'Domain',
       },
       qWeather: 'QWeather',
       qWeatherDescription:
-        'This component is used to get weather related information from https://www.qweather.com/. You can get weather, indices, air quality.',
+        'A component that retrieves weather information, such as temperature and air quality, from https://www.qweather.com/.',
       lang: 'Language',
       type: 'Type',
       webApiKey: 'Web API key',
       publish: 'API',
       exeSQL: 'ExeSQL',
       exeSQLDescription:
-        'The component queries the results from the corresponding relational database via SQL statements. Supports MySQL, PostgreSQL, MariaDB. ',
+        'A component that performs SQL queries on a relational database, supporting querying from MySQL, PostgreSQL, or MariaDB.',
       dbType: 'Database Type',
       database: 'Database',
       username: 'Username',
       wenCai: 'WenCai',
       queryType: 'Query type',
       wenCaiDescription:
-        'The component can be used to obtain information on a wide range of financial areas, including but not limited to stocks, funds, etc...',
+        'A component that obtains financial information, including stock prices and funding news, from a wide range of financial websites.',
       wenCaiQueryTypeOptions: {
         stock: 'stock',
         zhishu: 'index',
       },
       akShare: 'AkShare',
       akShareDescription:
-        'This component can be used to obtain news information for the corresponding stock from the Eastmoney website.',
+        'A component that obtains news about stocks from https://www.eastmoney.com/.',
       yahooFinance: 'YahooFinance',
       yahooFinanceDescription:
-        'The component queries information about the company based on the provided ticker symbol.',
+        'A component that queries information about a publicly traded company using its ticker symbol.',
       crawler: 'Web Crawler',
       crawlerDescription:
-        'This component can be used to crawl HTML source code from a specified URL.',
+        'A component that crawls HTML source code from a specified URL.',
       proxy: 'Proxy',
       crawlerResultOptions: {
         html: 'Html',
       cashFlowStatement: 'Cash flow statement',
       jin10: 'Jin10',
       jin10Description:
-        'This component can be used to access information in the financial sector from the Jin10 Open Platform, including quick news, calendar, quotes, reference.',
+        'A component that retrieves financial information from the Jin10 Open Platform, including news updates, calendars, quotes, and references.',
       flashType: 'Flash type',
       filter: 'Filter',
       contain: 'Contain',
         'A component that receives the output from the upstream component and passes it on as input to the downstream components.',
       tuShare: 'TuShare',
       tuShareDescription:
-        'This component can be used to obtain financial news briefs from mainstream financial websites, aiding industry and quantitative research.',
+        'A component that obtains financial news briefs from mainstream financial websites, aiding industry and quantitative research.',
       tuShareSrcOptions: {
         sina: 'Sina',
         wallstreetcn: 'wallstreetcn',
       notePlaceholder: 'Please enter a note',
       invoke: 'Invoke',
       invokeDescription:
-        'This component can invoke remote end point call. Put the output of other components as parameters or set constant parameters to call remote functions.',
+        `A component capable of calling remote services, using other components' outputs or constants as inputs.`,
       url: 'Url',
       method: 'Method',
       timeout: 'Timeout',
       testRun: 'Test Run',
       template: 'Template',
       templateDescription:
-        'This component is used for typesetting the outputs of various components.',
+        'A component that formats the output of another component.',
       emailComponent: 'Email',
-      emailDescription: 'Send email to specified address',
+      emailDescription: 'Send an email to a specified address.',
       smtpServer: 'SMTP Server',
       smtpPort: 'SMTP Port',
       senderEmail: 'Sender Email',