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The following commit(s) were added to refs/heads/main by this push:
     new e51e6a5c AINode chris problem (#379)
e51e6a5c is described below

commit e51e6a5cd964e1e6b39341babd383067e1839cc1
Author: W1y1r <[email protected]>
AuthorDate: Fri Oct 25 11:37:45 2024 +0800

    AINode chris problem (#379)
    
    * AINode chris problem
    
    * AINode 404 problem
    
    * AINode problem
    
    * AINode Configuration problem
---
 .../AINode_Deployment_timecho.md                   | 72 ++++++++++++++++-----
 src/UserGuide/Master/User-Manual/AINode_timecho.md |  2 +-
 .../AINode_Deployment_timecho.md                   | 73 +++++++++++++++++-----
 src/UserGuide/latest/User-Manual/AINode_timecho.md |  2 +-
 .../AINode_Deployment_timecho.md                   | 64 ++++++++++++++++---
 .../UserGuide/Master/User-Manual/AINode_timecho.md |  2 +-
 .../AINode_Deployment_timecho.md                   | 64 ++++++++++++++++---
 .../UserGuide/latest/User-Manual/AINode_timecho.md |  2 +-
 8 files changed, 227 insertions(+), 54 deletions(-)

diff --git 
a/src/UserGuide/Master/Deployment-and-Maintenance/AINode_Deployment_timecho.md 
b/src/UserGuide/Master/Deployment-and-Maintenance/AINode_Deployment_timecho.md
index 18dcb6c6..f128ebaa 100644
--- 
a/src/UserGuide/Master/Deployment-and-Maintenance/AINode_Deployment_timecho.md
+++ 
b/src/UserGuide/Master/Deployment-and-Maintenance/AINode_Deployment_timecho.md
@@ -53,19 +53,19 @@
 | README_ZH.md | file     | Explanation of the Chinese version of the markdown 
format                         |
 | `README.md`    | file     | Instructions                                     
    |
 
-### Environmental preparation  
+### Environment preparation  
 - Suggested operating environment:Ubuntu, CentOS, MacOS  
 
 - Runtime Environment   
-  - Python>=3.8 is sufficient in a networked environment, and comes with pip 
and venv tools; Python 3.8 version is required for non networked environments, 
and download the zip package for the corresponding operating system from 
[here](https://cloud.tsinghua.edu.cn/d/4c1342f6c272439aa96c/?p=%2Flibs&mode=list)
 (Note that when downloading dependencies, you need to select the zip file in 
the libs folder, as shown in the following figure). Copy all files in the 
folder to the `lib` folder in  [...]
+  - Python>=3.8 and Python <= 3.14 is sufficient in a networked environment, 
and comes with pip and venv tools; Python 3.8 version is required for non 
networked environments, and download the zip package for the corresponding 
operating system from 
[here](https://cloud.tsinghua.edu.cn/d/4c1342f6c272439aa96c/?p=%2Flibs&mode=list)
 (Note that when downloading dependencies, you need to select the zip file in 
the libs folder, as shown in the following figure). Copy all files in the 
folder to t [...]
 
      <img 
src="https://alioss.timecho.com/docs/img/AINode%E9%83%A8%E7%BD%B2%E7%8E%AF%E5%A2%83.png";
 alt="" style="width: 80%;"/>
 
   - There must be a Python interpreter in the environment variables that can 
be directly called through the `python` instruction.
-  - It is recommended to create a Python interpreter venv virtual environment 
in the `iotdb enterprise android -<version>` folder. If installing version 
3.8.0 virtual environment, the statement is as follows:
+  - It is recommended to create a Python interpreter venv virtual environment 
in the `iotdb-enterprise-ainode-<version>` folder. If installing version 3.8.0 
virtual environment, the statement is as follows:
     ```shell
-      # Install version 3.8.0 of Venv 
-      ../Python-3.8.0/python -m venv venv(Folder Name)
+      # Install version 3.8.0 of Venv , Create a virtual environment with the 
folder name `venv`.
+      ../Python-3.8.0/python -m venv `venv`
     ```
 
 ## Installation steps
@@ -113,8 +113,8 @@ AINode supports modifying some necessary parameters. You 
can find the following
 | **Name**                           | **Describe**                            
                             | **Type**    | **Default value**             | 
**Effective method after modification**                 |
 | :----------------------------- | 
------------------------------------------------------------ | ------- | 
------------------ | ---------------------------- |
 | cluster_name                   | The identifier for AINode to join the 
cluster                                      | string  | defaultCluster     | 
Only allow modifications before the first service startup |
-| ain_seed_config_node           | The Configurable Node address registered 
during AINode startup                          | String  | 10710              | 
Only allow modifications before the first service startup |
-| ain_inference_rpc_address      | AINode provides service and communication 
addresses                                  | String  | 127.0.0.1          | 
Only allow modifications before the first service startup                   |
+| ain_seed_config_node           | The Configurable Node address registered 
during AINode startup                          | String  | 127.0.0.1:10710     
| Only allow modifications before the first service startup |
+| ain_inference_rpc_address      | AINode provides service and communication 
addresses , Internal Service Communication Interface        | String  | 
127.0.0.1          | Only allow modifications before the first service startup  
                 |
 | ain_inference_rpc_port         | AINode provides ports for services and 
communication                                  | String  | 10810              | 
Only allow modifications before the first service startup                   |
 | ain_system_dir                 | AINode metadata storage path, the starting 
directory of the relative path is related to the operating system, and it is 
recommended to use an absolute path | String  | data/AINode/system | Only allow 
modifications before the first service startup                   |
 | ain_models_dir                 | AINode stores the path of the model file, 
and the starting directory of the relative path is related to the operating 
system. It is recommended to use an absolute path | String  | 
data/AINode/models | Only allow modifications before the first service startup  
                 |
@@ -123,7 +123,7 @@ AINode supports modifying some necessary parameters. You 
can find the following
 
 ### Start AINode
 
- After completing the deployment of Seed Config Node, the registration and 
inference functions of the model can be supported by adding AINode nodes. After 
specifying the information of the IoTDB cluster in the configuration item, the 
corresponding instruction can be executed to start AINode and join the IoTDB 
cluster。  
+ After completing the deployment of Seed Config Node, the registration and 
inference functions of the model can be supported by adding AINode nodes. After 
specifying the information of the IoTDB cluster in the configuration file, the 
corresponding instruction can be executed to start AINode and join the IoTDB 
cluster。  
 
 #### Networking environment startup
 
@@ -132,10 +132,10 @@ AINode supports modifying some necessary parameters. You 
can find the following
 ```shell
   # Start command
   # Linux and MacOS systems
-  bash sbin/start-ainode.sh  -i <directory>  -r  -n
+  bash sbin/start-ainode.sh 
 
   # Windows systems
-  sbin\start-ainode.bat  -i <directory>  -r  -n
+  sbin\start-ainode.bat  
 
   # Backend startup command (recommended for long-term running)
   # Linux and MacOS systems
@@ -144,6 +144,18 @@ AINode supports modifying some necessary parameters. You 
can find the following
   # Windows systems
   nohup bash sbin\start-ainode.bat  > myout.file 2>& 1 &
   ```
+
+#### Detailed Syntax
+
+```shell
+  # Start command
+  # Linux and MacOS systems
+  bash sbin/start-ainode.sh  -i <bin_path>  -r  -n
+
+  # Windows systems
+  sbin\start-ainode.bat  -i <bin_path>  -r  -n
+  ```
+
 ##### Parameter introduction:
 
 | **Name**                | **Label** | **Describe**                           
                              | **Is it mandatory** | **Type**   | **Default 
value**           | **Input method**               |
@@ -211,10 +223,10 @@ If the version of AINode has been updated (such as 
updating the `lib` folder), t
 ```shell
   # Start command
   # Linux and MacOS systems
-  bash sbin/start-ainode.sh  -i <directory>  -r  -n
+  bash sbin/start-ainode.sh  
 
   # Windows systems
-  sbin\start-ainode.bat  -i <directory>  -r  -n
+  sbin\start-ainode.bat  
 
   # Backend startup command (recommended for long-term running)
   # Linux and MacOS systems
@@ -224,6 +236,17 @@ If the version of AINode has been updated (such as 
updating the `lib` folder), t
   nohup bash sbin\start-ainode.bat  > myout.file 2>& 1 &
   ``` 
 
+#### Detailed Syntax
+
+```shell
+  # Start command
+  # Linux and MacOS systems
+  bash sbin/start-ainode.sh  -i <bin_path>  -r  -n
+
+  # Windows systems
+  sbin\start-ainode.bat  -i <bin_path>  -r  -n
+  ```
+
 ##### Parameter introduction:
 
 | **Name**                | **Label** | **Describe**                           
                              | **Is it mandatory** | **Type**   | **Default 
value**           | **Input method**               |
@@ -273,6 +296,17 @@ If you need to stop a running AINode node, execute the 
corresponding shutdown sc
 
 #### Stop command
 
+```shell
+  # Linux / MacOS 
+  bash sbin/stop-ainode.sh  
+
+  #Windows
+  sbin\stop-ainode.bat 
+  ```
+
+
+#### Detailed Syntax
+
 ```shell
   # Linux / MacOS 
   bash sbin/stop-ainode.sh  -t<AINode-id>
@@ -319,10 +353,20 @@ When it is necessary to remove an AINode node from the 
cluster, a removal script
 
 ```shell
   # Linux / MacOS 
-  bash sbin/remove-ainode.sh  -i<directory>  -t<AINode-id>/<ip>:<rpc-port>  -r 
 -n
+  bash sbin/remove-ainode.sh  
+
+  # Windows
+  sbin\remove-ainode.bat  
+  ```
+
+#### Detailed Syntax
+
+```shell
+  # Linux / MacOS 
+  bash sbin/remove-ainode.sh  -i<bin_path>  -t<AINode-id>/<ip>:<rpc-port>  -r  
-n
 
   # Windows
-  sbin\remove-ainode.bat  -i<directory>  -t<AINode-id>/<ip>:<rpc-port>  -r  -n
+  sbin\remove-ainode.bat  -i<bin_path>  -t<AINode-id>/<ip>:<rpc-port>  -r  -n
   ```
 
 ##### Parameter introduction:
diff --git a/src/UserGuide/Master/User-Manual/AINode_timecho.md 
b/src/UserGuide/Master/User-Manual/AINode_timecho.md
index 5b6b691a..215e370e 100644
--- a/src/UserGuide/Master/User-Manual/AINode_timecho.md
+++ b/src/UserGuide/Master/User-Manual/AINode_timecho.md
@@ -479,7 +479,7 @@ bash . /import-csv.sh -h 127.0.0.1 -p 6667 -u root -pw root 
-f ... /... /ETTh1.c
 We can enter the following SQL in iotdb-cli to pull a trained model from 
huggingface for registration for subsequent inference.
 
 ```SQL
-create model dlinear using uri 
'https://huggingface.co/hvlgo/dlinear/resolve/main'
+create model dlinear using uri 'https://huggingface.co/hvlgo/dlinear/tree/main'
 ```
 
 This model is trained on the lighter weight deep model DLinear, which is able 
to capture as many trends within a sequence and relationships between variables 
as possible with relatively fast inference, making it more suitable for fast 
real-time prediction than other deeper models.
diff --git 
a/src/UserGuide/latest/Deployment-and-Maintenance/AINode_Deployment_timecho.md 
b/src/UserGuide/latest/Deployment-and-Maintenance/AINode_Deployment_timecho.md
index 8600dd9d..9d74b89e 100644
--- 
a/src/UserGuide/latest/Deployment-and-Maintenance/AINode_Deployment_timecho.md
+++ 
b/src/UserGuide/latest/Deployment-and-Maintenance/AINode_Deployment_timecho.md
@@ -57,15 +57,15 @@
 - Suggested operating environment:Ubuntu, CentOS, MacOS  
 
 - Runtime Environment   
-  - Python>=3.8 is sufficient in a networked environment, and comes with pip 
and venv tools; Python 3.8 version is required for non networked environments, 
and download the zip package for the corresponding operating system from 
[here](https://cloud.tsinghua.edu.cn/d/4c1342f6c272439aa96c/?p=%2Flibs&mode=list)
 (Note that when downloading dependencies, you need to select the zip file in 
the libs folder, as shown in the following figure). Copy all files in the 
folder to the `lib` folder in  [...]
+  - Python>=3.8 and Python <= 3.14 is sufficient in a networked environment, 
and comes with pip and venv tools; Python 3.8 version is required for non 
networked environments, and download the zip package for the corresponding 
operating system from 
[here](https://cloud.tsinghua.edu.cn/d/4c1342f6c272439aa96c/?p=%2Flibs&mode=list)
 (Note that when downloading dependencies, you need to select the zip file in 
the libs folder, as shown in the following figure). Copy all files in the 
folder to t [...]
 
      <img 
src="https://alioss.timecho.com/docs/img/AINode%E9%83%A8%E7%BD%B2%E7%8E%AF%E5%A2%83.png";
 alt="" style="width: 80%;"/>
 
   - There must be a Python interpreter in the environment variables that can 
be directly called through the `python` instruction.
-  - It is recommended to create a Python interpreter venv virtual environment 
in the `iotdb enterprise android -<version>` folder. If installing version 
3.8.0 virtual environment, the statement is as follows:
-    ```shell
-      # Install version 3.8.0 of Venv 
-      ../Python-3.8.0/python -m venv venv(Folder Name)
+  - It is recommended to create a Python interpreter venv virtual environment 
in the `iotdb-enterprise-ainode-<version>`  folder. If installing version 3.8.0 
virtual environment, the statement is as follows:
+     ```shell
+      # Install version 3.8.0 of Venv , Create a virtual environment with the 
folder name `venv`.
+      ../Python-3.8.0/python -m venv `venv`
     ```
 
 ## Installation steps
@@ -113,8 +113,8 @@ AINode supports modifying some necessary parameters. You 
can find the following
 | **Name**                           | **Describe**                            
                             | **Type**    | **Default value**             | 
**Effective method after modification**                 |
 | :----------------------------- | 
------------------------------------------------------------ | ------- | 
------------------ | ---------------------------- |
 | cluster_name                   | The identifier for AINode to join the 
cluster                                      | string  | defaultCluster     | 
Only allow modifications before the first service startup |
-| ain_seed_config_node           | The Configurable Node address registered 
during AINode startup                          | String  | 10710              | 
Only allow modifications before the first service startup |
-| ain_inference_rpc_address      | AINode provides service and communication 
addresses                                  | String  | 127.0.0.1          | 
Only allow modifications before the first service startup                   |
+| ain_seed_config_node           | The Configurable Node address registered 
during AINode startup                          | String  | 127.0.0.1:10710     
| Only allow modifications before the first service startup |
+| ain_inference_rpc_address      | AINode provides service and communication 
addresses , Internal Service Communication Interface              | String  | 
127.0.0.1          | Only allow modifications before the first service startup  
                 |
 | ain_inference_rpc_port         | AINode provides ports for services and 
communication                                  | String  | 10810              | 
Only allow modifications before the first service startup                   |
 | ain_system_dir                 | AINode metadata storage path, the starting 
directory of the relative path is related to the operating system, and it is 
recommended to use an absolute path | String  | data/AINode/system | Only allow 
modifications before the first service startup                   |
 | ain_models_dir                 | AINode stores the path of the model file, 
and the starting directory of the relative path is related to the operating 
system. It is recommended to use an absolute path | String  | 
data/AINode/models | Only allow modifications before the first service startup  
                 |
@@ -123,7 +123,7 @@ AINode supports modifying some necessary parameters. You 
can find the following
 
 ### Start AINode
 
- After completing the deployment of Seed Config Node, the registration and 
inference functions of the model can be supported by adding AINode nodes. After 
specifying the information of the IoTDB cluster in the configuration item, the 
corresponding instruction can be executed to start AINode and join the IoTDB 
cluster。  
+ After completing the deployment of Seed Config Node, the registration and 
inference functions of the model can be supported by adding AINode nodes. After 
specifying the information of the IoTDB cluster in the configuration file, the 
corresponding instruction can be executed to start AINode and join the IoTDB 
cluster。  
 
 #### Networking environment startup
 
@@ -132,10 +132,10 @@ AINode supports modifying some necessary parameters. You 
can find the following
 ```shell
   # Start command
   # Linux and MacOS systems
-  bash sbin/start-ainode.sh  -i <directory>  -r  -n
+  bash sbin/start-ainode.sh 
 
   # Windows systems
-  sbin\start-ainode.bat  -i <directory>  -r  -n
+  sbin\start-ainode.bat  
 
   # Backend startup command (recommended for long-term running)
   # Linux and MacOS systems
@@ -143,7 +143,18 @@ AINode supports modifying some necessary parameters. You 
can find the following
 
   # Windows systems
   nohup bash sbin\start-ainode.bat  > myout.file 2>& 1 &
-  ``` 
+  ```
+
+#### Detailed Syntax
+
+```shell
+  # Start command
+  # Linux and MacOS systems
+  bash sbin/start-ainode.sh  -i <bin_path>  -r  -n
+
+  # Windows systems
+  sbin\start-ainode.bat  -i <bin_path>  -r  -n
+  ```
 
 ##### Parameter introduction:
 
@@ -209,14 +220,13 @@ If the version of AINode has been updated (such as 
updating the `lib` folder), t
 
 ##### Start command
 
-
 ```shell
   # Start command
   # Linux and MacOS systems
-  bash sbin/start-ainode.sh  -i <directory>  -r  -n
+  bash sbin/start-ainode.sh  
 
   # Windows systems
-  sbin\start-ainode.bat  -i <directory>  -r  -n
+  sbin\start-ainode.bat  
 
   # Backend startup command (recommended for long-term running)
   # Linux and MacOS systems
@@ -226,6 +236,17 @@ If the version of AINode has been updated (such as 
updating the `lib` folder), t
   nohup bash sbin\start-ainode.bat  > myout.file 2>& 1 &
   ``` 
 
+#### Detailed Syntax
+
+```shell
+  # Start command
+  # Linux and MacOS systems
+  bash sbin/start-ainode.sh  -i <bin_path>  -r  -n
+
+  # Windows systems
+  sbin\start-ainode.bat  -i <bin_path>  -r  -n
+  ```
+
 ##### Parameter introduction:
 
 | **Name**                | **Label** | **Describe**                           
                              | **Is it mandatory** | **Type**   | **Default 
value**           | **Input method**               |
@@ -275,6 +296,16 @@ If you need to stop a running AINode node, execute the 
corresponding shutdown sc
 
 #### Stop command
 
+```shell
+  # Linux / MacOS 
+  bash sbin/stop-ainode.sh 
+
+  #Windows
+  sbin\stop-ainode.bat 
+  ```
+
+#### Detailed Syntax
+
 ```shell
   # Linux / MacOS 
   bash sbin/stop-ainode.sh  -t<AINode-id>/<ip>:<rpc-port>
@@ -321,10 +352,20 @@ When it is necessary to remove an AINode node from the 
cluster, a removal script
 
 ```shell
   # Linux / MacOS 
-  bash sbin/remove-ainode.sh  -i<directory>  -t<AINode-id>/<ip>:<rpc-port>  -r 
 -n
+  bash sbin/remove-ainode.sh  
+
+  # Windows
+  sbin\remove-ainode.bat 
+  ```
+
+#### Detailed Syntax
+
+```shell
+  # Linux / MacOS 
+  bash sbin/remove-ainode.sh  -i<bin_path>  -t<AINode-id>/<ip>:<rpc-port>  -r  
-n
 
   # Windows
-  sbin\remove-ainode.bat  -i<directory>  -t<AINode-id>/<ip>:<rpc-port>  -r  -n
+  sbin\remove-ainode.bat  -i<bin_path>  -t<AINode-id>/<ip>:<rpc-port>  -r  -n
   ```
 
 ##### Parameter introduction:
diff --git a/src/UserGuide/latest/User-Manual/AINode_timecho.md 
b/src/UserGuide/latest/User-Manual/AINode_timecho.md
index 4291584d..feb3b2bd 100644
--- a/src/UserGuide/latest/User-Manual/AINode_timecho.md
+++ b/src/UserGuide/latest/User-Manual/AINode_timecho.md
@@ -480,7 +480,7 @@ bash . /import-csv.sh -h 127.0.0.1 -p 6667 -u root -pw root 
-f ... /... /ETTh1.c
 We can enter the following SQL in iotdb-cli to pull a trained model from 
huggingface for registration for subsequent inference.
 
 ```SQL
-create model dlinear using uri 
'https://huggingface.co/hvlgo/dlinear/resolve/main'
+create model dlinear using uri 'https://huggingface.co/hvlgo/dlinear/tree/main'
 ```
 
 This model is trained on the lighter weight deep model DLinear, which is able 
to capture as many trends within a sequence and relationships between variables 
as possible with relatively fast inference, making it more suitable for fast 
real-time prediction than other deeper models.
diff --git 
a/src/zh/UserGuide/Master/Deployment-and-Maintenance/AINode_Deployment_timecho.md
 
b/src/zh/UserGuide/Master/Deployment-and-Maintenance/AINode_Deployment_timecho.md
index 87f4c46b..1a8eaf2e 100644
--- 
a/src/zh/UserGuide/Master/Deployment-and-Maintenance/AINode_Deployment_timecho.md
+++ 
b/src/zh/UserGuide/Master/Deployment-and-Maintenance/AINode_Deployment_timecho.md
@@ -64,8 +64,8 @@ AINode 是 IoTDB 在 ConfigNode、DataNode 后提供的第三种内生节点,
     - 建议在 `iotdb-enterprise-ainode-<version>` 文件夹下,新建 Python 解释器 venv 虚拟环境。如安装 
3.8.0 版本虚拟环境,语句如下:
     
       ```shell
-      # 安装3.8.0版本的venv 
-      ../Python-3.8.0/python -m venv venv(文件夹名)
+      # 安装3.8.0版本的venv,创建虚拟环境,文件夹名为 `venv`
+      ../Python-3.8.0/python -m venv `venv`
       ```
 ## 安装步骤
 
@@ -108,8 +108,8 @@ AINode 支持修改一些必要的参数。可以在 `conf/iotdb-ainode.properti
 | **名称**                           | **描述**                                    
                     | **类型**    | **默认值**             | **改后生效方式**             
    |
 | :----------------------------- | 
------------------------------------------------------------ | ------- | 
------------------ | ---------------------------- |
 | cluster_name                   | AINode 要加入集群的标识                             
         | string  | defaultCluster     | 仅允许在第一次启动服务前修改 |
-| ain_seed_config_node           | AINode 启动时注册的 ConfigNode 地址                 
         | String  | 10710              | 仅允许在第一次启动服务前修改 |
-| ain_inference_rpc_address      | AINode 提供服务与通信的地址                           
       | String  | 127.0.0.1          | 仅允许在第一次启动服务前修改    |
+| ain_seed_config_node           | AINode 启动时注册的 ConfigNode 地址                 
         | String  | 127.0.0.1:10710      | 仅允许在第一次启动服务前修改 |
+| ain_inference_rpc_address      | AINode 提供服务与通信的地址 ,内部服务通讯接口                 
       | String  | 127.0.0.1          | 仅允许在第一次启动服务前修改    |
 | ain_inference_rpc_port         | AINode 提供服务与通信的端口                           
       | String  | 10810              | 仅允许在第一次启动服务前修改   |
 | ain_system_dir                 | AINode 元数据存储路径,相对路径的起始目录与操作系统相关,建议使用绝对路径 | 
String  | data/AINode/system | 仅允许在第一次启动服务前修改   |
 | ain_models_dir                 | AINode 存储模型文件的路径,相对路径的起始目录与操作系统相关,建议使用绝对路径 
| String  | data/AINode/models | 仅允许在第一次启动服务前修改   |
@@ -126,10 +126,10 @@ AINode 支持修改一些必要的参数。可以在 `conf/iotdb-ainode.properti
 ```shell
   # 启动命令
   # Linux 和 MacOS 系统
-  bash sbin/start-ainode.sh  -i <directory>  -r  -n
+  bash sbin/start-ainode.sh  
 
   # Windows 系统
-  sbin\start-ainode.bat  -i <directory>  -r  -n
+  sbin\start-ainode.bat  
 
   # 后台启动命令(长期运行推荐)
   # Linux 和 MacOS 系统
@@ -138,6 +138,18 @@ AINode 支持修改一些必要的参数。可以在 `conf/iotdb-ainode.properti
   # Windows 系统
   nohup bash sbin\start-ainode.bat  > myout.file 2>& 1 &
   ```
+
+##### 详细语法
+
+```shell
+  # 启动命令
+  # Linux 和 MacOS 系统
+  bash sbin/start-ainode.sh  -i <bin_path>  -r  -n
+
+  # Windows 系统
+  sbin\start-ainode.bat  -i <bin_path>  -r  -n
+  ```
+
 ##### 参数介绍:
 
 | **名称**                | **标签** | **描述**                                      
                   | **是否必填** | **类型**   | **默认值**           | **输入方式**         
      |
@@ -203,10 +215,10 @@ AINode 支持修改一些必要的参数。可以在 `conf/iotdb-ainode.properti
 ```shell
   # 启动命令
   # Linux 和 MacOS 系统
-  bash sbin/start-ainode.sh  -i <directory>  -r  -n
+  bash sbin/start-ainode.sh  
 
   # Windows 系统
-  sbin\start-ainode.bat  -i <directory>  -r  -n
+  sbin\start-ainode.bat  
 
   # 后台启动命令(长期运行推荐)
   # Linux 和 MacOS 系统
@@ -215,6 +227,18 @@ AINode 支持修改一些必要的参数。可以在 `conf/iotdb-ainode.properti
   # Windows 系统
   nohup bash sbin\start-ainode.bat  > myout.file 2>& 1 &
   ```
+
+##### 详细语法
+
+```shell
+  # 启动命令
+  # Linux 和 MacOS 系统
+  bash sbin/start-ainode.sh  -i <bin_path>  -r  -n
+
+  # Windows 系统
+  sbin\start-ainode.bat  -i <bin_path>  -r  -n
+  ```
+
 ##### 参数介绍:
 
 | **名称**                | **标签** | **描述**                                      
                   | **是否必填** | **类型**   | **默认值**           | **输入方式**         
      |
@@ -264,6 +288,16 @@ IoTDB> show cluster
 
 #### 停止命令
 
+```shell
+  # Linux / MacOS 
+  bash sbin/stop-ainode.sh
+
+  #Windows
+  sbin\stop-ainode.bat  
+  ```
+
+##### 详细语法
+
 ```shell
   # Linux / MacOS 
   bash sbin/stop-ainode.sh  -t<AINode-id>
@@ -304,15 +338,25 @@ IoTDB> show cluster
 
 当需要把一个 AINode 节点移出集群时,可以执行移除脚本。移除和停止脚本的差别是:停止是在集群中保留 AINode 节点但停止 AINode 
服务,移除则是把 AINode 节点从集群中移除出去。
 
+
  #### 移除命令
 
+```shell
+  # Linux / MacOS 
+  bash sbin/remove-ainode.sh  
+
+  # Windows
+  sbin\remove-ainode.bat  
+  ```
+
+##### 详细语法
 
 ```shell
   # Linux / MacOS 
-  bash sbin/remove-ainode.sh  -i<directory>  -t<AINode-id>/<ip>:<rpc-port>  -r 
 -n
+  bash sbin/remove-ainode.sh  -i<bin_path>  -t<AINode-id>  -r  -n
 
   # Windows
-  sbin\remove-ainode.bat  -i<directory>  -t<AINode-id>/<ip>:<rpc-port>  -r  -n
+  sbin\remove-ainode.bat  -i<bin_path>  -t<AINode-id>  -r  -n
   ```
 
 ##### 参数介绍:
diff --git a/src/zh/UserGuide/Master/User-Manual/AINode_timecho.md 
b/src/zh/UserGuide/Master/User-Manual/AINode_timecho.md
index 05890926..291d2a1e 100644
--- a/src/zh/UserGuide/Master/User-Manual/AINode_timecho.md
+++ b/src/zh/UserGuide/Master/User-Manual/AINode_timecho.md
@@ -476,7 +476,7 @@ bash ./import-csv.sh -h 127.0.0.1 -p 6667 -u root -pw root 
-f ../../ETTh1.csv
 我们可以在iotdb-cli 中输入以下SQL从 huggingface 上拉取一个已经训练好的模型进行注册,用于后续的推理。
 
 ```SQL
-create model dlinear using uri 
'https://huggingface.co/hvlgo/dlinear/resolve/main'
+create model dlinear using uri 'https://huggingface.co/hvlgo/dlinear/tree/main'
 ```
 
 
该模型基于较为轻量化的深度模型DLinear训练而得,能够以相对快的推理速度尽可能多地捕捉到序列内部的变化趋势和变量间的数据变化关系,相较于其他更深的模型更适用于快速实时预测。
diff --git 
a/src/zh/UserGuide/latest/Deployment-and-Maintenance/AINode_Deployment_timecho.md
 
b/src/zh/UserGuide/latest/Deployment-and-Maintenance/AINode_Deployment_timecho.md
index 37d0d0d5..43f91153 100644
--- 
a/src/zh/UserGuide/latest/Deployment-and-Maintenance/AINode_Deployment_timecho.md
+++ 
b/src/zh/UserGuide/latest/Deployment-and-Maintenance/AINode_Deployment_timecho.md
@@ -64,8 +64,8 @@ AINode 是 IoTDB 在 ConfigNode、DataNode 后提供的第三种内生节点,
     - 建议在 `iotdb-enterprise-ainode-<version>` 文件夹下,新建 Python 解释器 venv 虚拟环境。如安装 
3.8.0 版本虚拟环境,语句如下:
     
       ```shell
-      # 安装3.8.0版本的venv 
-      ../Python-3.8.0/python -m venv venv(文件夹名)
+      # 安装3.8.0版本的venv,创建虚拟环境,文件夹名为 `venv`
+      ../Python-3.8.0/python -m venv `venv`
       ```
 ##  安装步骤
 
@@ -108,8 +108,8 @@ AINode 支持修改一些必要的参数。可以在 `conf/iotdb-ainode.properti
 | **名称**                           | **描述**                                    
                     | **类型**    | **默认值**             | **改后生效方式**             
    |
 | :----------------------------- | 
------------------------------------------------------------ | ------- | 
------------------ | ---------------------------- |
 | cluster_name                   | AINode 要加入集群的标识                             
         | string  | defaultCluster     | 仅允许在第一次启动服务前修改 |
-| ain_seed_config_node           | AINode 启动时注册的 ConfigNode 地址                 
         | String  | 10710              | 仅允许在第一次启动服务前修改 |
-| ain_inference_rpc_address      | AINode 提供服务与通信的地址                           
       | String  | 127.0.0.1          | 仅允许在第一次启动服务前修改  |
+| ain_seed_config_node           | AINode 启动时注册的 ConfigNode 地址                 
         | String  | 127.0.0.1:10710       | 仅允许在第一次启动服务前修改 |
+| ain_inference_rpc_address      | AINode 提供服务与通信的地址,内部服务通讯接口                  
  | String  | 127.0.0.1          | 仅允许在第一次启动服务前修改  |
 | ain_inference_rpc_port         | AINode 提供服务与通信的端口                           
       | String  | 10810              | 仅允许在第一次启动服务前修改  |
 | ain_system_dir                 | AINode 元数据存储路径,相对路径的起始目录与操作系统相关,建议使用绝对路径 | 
String  | data/AINode/system | 仅允许在第一次启动服务前修改 |
 | ain_models_dir                 | AINode 存储模型文件的路径,相对路径的起始目录与操作系统相关,建议使用绝对路径 
| String  | data/AINode/models | 仅允许在第一次启动服务前修改   |
@@ -126,10 +126,10 @@ AINode 支持修改一些必要的参数。可以在 `conf/iotdb-ainode.properti
 ```shell
   # 启动命令
   # Linux 和 MacOS 系统
-  bash sbin/start-ainode.sh  -i <directory>  -r  -n
+  bash sbin/start-ainode.sh  
 
   # Windows 系统
-  sbin\start-ainode.bat  -i <directory>  -r  -n
+  sbin\start-ainode.bat  
 
   # 后台启动命令(长期运行推荐)
   # Linux 和 MacOS 系统
@@ -138,6 +138,18 @@ AINode 支持修改一些必要的参数。可以在 `conf/iotdb-ainode.properti
   # Windows 系统
   nohup bash sbin\start-ainode.bat  > myout.file 2>& 1 &
   ```
+
+##### 详细语法
+
+```shell
+  # 启动命令
+  # Linux 和 MacOS 系统
+  bash sbin/start-ainode.sh  -i <bin_path>  -r  -n
+
+  # Windows 系统
+  sbin\start-ainode.bat  -i <bin_path>  -r  -n
+  ```
+
 ##### 参数介绍:
 
 | **名称**                | **标签** | **描述**                                      
                   | **是否必填** | **类型**   | **默认值**           | **输入方式**         
      |
@@ -203,10 +215,10 @@ AINode 支持修改一些必要的参数。可以在 `conf/iotdb-ainode.properti
 ```shell
   # 启动命令
   # Linux 和 MacOS 系统
-  bash sbin/start-ainode.sh  -i <directory>  -r  -n
+  bash sbin/start-ainode.sh  
 
   # Windows 系统
-  sbin\start-ainode.bat  -i <directory>  -r  -n
+  sbin\start-ainode.bat  
 
   # 后台启动命令(长期运行推荐)
   # Linux 和 MacOS 系统
@@ -215,6 +227,18 @@ AINode 支持修改一些必要的参数。可以在 `conf/iotdb-ainode.properti
   # Windows 系统
   nohup bash sbin\start-ainode.bat  > myout.file 2>& 1 &
   ```
+
+##### 详细语法
+
+```shell
+  # 启动命令
+  # Linux 和 MacOS 系统
+  bash sbin/start-ainode.sh  -i <bin_path>  -r  -n
+
+  # Windows 系统
+  sbin\start-ainode.bat  -i <bin_path>  -r  -n
+  ```
+
 ##### 参数介绍:
 
 | **名称**                | **标签** | **描述**                                      
                   | **是否必填** | **类型**   | **默认值**           | **输入方式**         
      |
@@ -266,6 +290,16 @@ IoTDB> show cluster
 
 ```shell
   # Linux / MacOS 
+  bash sbin/stop-ainode.sh 
+
+  #Windows
+  sbin\stop-ainode.bat
+  ```
+
+##### 详细语法
+
+```shell
+   # Linux / MacOS 
   bash sbin/stop-ainode.sh  -t<AINode-id>/<ip>:<rpc-port>
 
   #Windows
@@ -308,10 +342,20 @@ IoTDB> show cluster
 
 ```shell
   # Linux / MacOS 
-  bash sbin/remove-ainode.sh  -i<directory>  -t<AINode-id>/<ip>:<rpc-port>  -r 
 -n
+  bash sbin/remove-ainode.sh  
+
+  # Windows
+  sbin\remove-ainode.bat  
+  ```
+
+##### 详细语法
+
+```shell
+  # Linux / MacOS 
+  bash sbin/remove-ainode.sh  -i<bin_path>  -t<AINode-id>/<ip>:<rpc-port>  -r  
-n
 
   # Windows
-  sbin\remove-ainode.bat  -i<directory>  -t<AINode-id>/<ip>:<rpc-port>  -r  -n
+  sbin\remove-ainode.bat  -i<bin_path>  -t<AINode-id>/<ip>:<rpc-port>  -r  -n
   ```
 
 ##### 参数介绍:
diff --git a/src/zh/UserGuide/latest/User-Manual/AINode_timecho.md 
b/src/zh/UserGuide/latest/User-Manual/AINode_timecho.md
index 05890926..291d2a1e 100644
--- a/src/zh/UserGuide/latest/User-Manual/AINode_timecho.md
+++ b/src/zh/UserGuide/latest/User-Manual/AINode_timecho.md
@@ -476,7 +476,7 @@ bash ./import-csv.sh -h 127.0.0.1 -p 6667 -u root -pw root 
-f ../../ETTh1.csv
 我们可以在iotdb-cli 中输入以下SQL从 huggingface 上拉取一个已经训练好的模型进行注册,用于后续的推理。
 
 ```SQL
-create model dlinear using uri 
'https://huggingface.co/hvlgo/dlinear/resolve/main'
+create model dlinear using uri 'https://huggingface.co/hvlgo/dlinear/tree/main'
 ```
 
 
该模型基于较为轻量化的深度模型DLinear训练而得,能够以相对快的推理速度尽可能多地捕捉到序列内部的变化趋势和变量间的数据变化关系,相较于其他更深的模型更适用于快速实时预测。

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