diff --git a/docs/en/08-client-libraries/04-java.mdx b/docs/en/08-client-libraries/04-java.mdx
index ea56cc23f0..3e0555577d 100644
--- a/docs/en/08-client-libraries/04-java.mdx
+++ b/docs/en/08-client-libraries/04-java.mdx
@@ -1094,7 +1094,7 @@ TaosConsumer consumer = new TaosConsumer<>(config);
 - httpConnectTimeout: WebSocket connection timeout in milliseconds, the default value is 5000 ms. It only takes effect when using WebSocket type.
 - messageWaitTimeout: socket timeout in milliseconds, the default value is 10000 ms. It only takes effect when using WebSocket type.
 - httpPoolSize: Maximum number of concurrent requests on the a connection。It only takes effect when using WebSocket type.
-- For more information, see [Consumer Parameters](../../../develop/tmq). Note that the default value of auto.offset.reset in data subscription on the TDengine server has changed since version 3.2.0.0.
+- For more information, see [Consumer Parameters](../../develop/tmq). Note that the default value of auto.offset.reset in data subscription on the TDengine server has changed since version 3.2.0.0.
 
 #### Subscribe to consume data
 
@@ -1172,7 +1172,7 @@ consumer.unsubscribe();
 consumer.close()
 ```
 
-For more information, see [Data Subscription](../../../develop/tmq).
+For more information, see [Data Subscription](../../develop/tmq).
 
 #### Full Sample Code
 
@@ -1461,7 +1461,7 @@ The source code of the sample application is under `TDengine/examples/JDBC`:
 
 **Solution**: Use taos-jdbcdriver 3.0.2.
 
-For additional troubleshooting, see [FAQ](../../../train-faq/faq).
+For additional troubleshooting, see [FAQ](../../train-faq/faq).
 
 ## API Reference
 
diff --git a/docs/en/08-client-libraries/06-rust.mdx b/docs/en/08-client-libraries/06-rust.mdx
index a921ba3a12..8fa5c946aa 100644
--- a/docs/en/08-client-libraries/06-rust.mdx
+++ b/docs/en/08-client-libraries/06-rust.mdx
@@ -347,7 +347,7 @@ client.put(&sml_data)?
 
 ### Data Subscription
 
-TDengine starts subscriptions through [TMQ](../../../taos-sql/tmq/).
+TDengine starts subscriptions through [TMQ](../../taos-sql/tmq/).
 
 #### Create a Topic
 
@@ -442,7 +442,7 @@ The following parameters can be configured for the TMQ DSN. Only `group.id` is m
 
 - `group.id`: Within a consumer group, load balancing is implemented by consuming messages on an at-least-once basis.
 - `client.id`: Subscriber client ID.
-- `auto.offset.reset`: Initial point of subscription. *earliest* subscribes from the beginning, and *latest* subscribes from the newest message. The default value varies depending on the TDengine version. For details, see [Data Subscription](https://docs.tdengine.com/develop/tmq/). Note: This parameter is set per consumer group.
+- `auto.offset.reset`: Initial point of subscription. *earliest* subscribes from the beginning, and *latest* subscribes from the newest message. The default value varies depending on the TDengine version. For details, see [Data Subscription](../../develop/tmq/). Note: This parameter is set per consumer group.
 - `enable.auto.commit`: Automatically commits. This can be enabled when data consistency is not essential.
 - `auto.commit.interval.ms`: Interval for automatic commits.
 
@@ -488,7 +488,7 @@ The source code of the sample application is under `TDengine/examples/rust` :
 
 ## Frequently Asked Questions
 
-For additional troubleshooting, see [FAQ](../../../train-faq/faq).
+For additional troubleshooting, see [FAQ](../../train-faq/faq).
 
 ## API Reference
 
diff --git a/docs/en/08-client-libraries/07-python.mdx b/docs/en/08-client-libraries/07-python.mdx
index 694a4eb5e7..12ea30800f 100644
--- a/docs/en/08-client-libraries/07-python.mdx
+++ b/docs/en/08-client-libraries/07-python.mdx
@@ -817,11 +817,11 @@ There is a optional parameter called `req_id` in `schemaless_insert` and `schema
 
 ### Data Subscription
 
-Client library support data subscription. For more information about subscroption, please refer to [Data Subscription](../../../develop/tmq/).
+Client library support data subscription. For more information about subscroption, please refer to [Data Subscription](../develop/tmq/).
 
 #### Create a Topic
 
-To create topic, please refer to [Data Subscription](../../../develop/tmq/#create-a-topic).
+To create topic, please refer to [Data Subscription](../../develop/tmq/#create-a-topic).
 
 #### Create a Consumer
 
@@ -829,7 +829,7 @@ To create topic, please refer to [Data Subscription](../../../develop/tmq/#creat
 
 <TabItem value="native" label="native connection">
 
-The consumer in the client library contains the subscription api. The syntax for creating a consumer is consumer = Consumer(configs). For more subscription api parameters, please refer to [Data Subscription](../../../develop/tmq/#create-a-consumer).
+The consumer in the client library contains the subscription api. The syntax for creating a consumer is consumer = Consumer(configs). For more subscription api parameters, please refer to [Data Subscription](../../develop/tmq/#create-a-consumer).
 
 ```python
 from taos.tmq import Consumer