diff --git a/docs/en/10-programming/01-connect/02-java.md b/docs/en/10-programming/01-connect/02-java.md
index 0f55200d08f886c4e4c1cfbd2ae0f862ca32e753..ab10978d7edba9d5731cabc3d3f3de29151ec416 100644
--- a/docs/en/10-programming/01-connect/02-java.md
+++ b/docs/en/10-programming/01-connect/02-java.md
@@ -77,6 +77,6 @@ Code bellow get JDBC URL from environment variables first and then create a `Con
 {{#include docs/examples/java/src/main/java/com/taos/example/ConnectCloudExample.java:connect}}
 ```
 
-The client connection is then established. For how to write data and query data, please refer to <https://docs.tdengine.com/cloud/data-in/insert-data/> and <https://docs.tdengine.com/cloud/data-out/query-data/>.
+For how to write data and query data, please refer to [Data In](https://docs.tdengine.com/cloud/data-in/) and [Data Out](https://docs.tdengine.com/cloud/data-out/).
 
 For more details about how to write or query data via REST API, please check [REST API](https://docs.tdengine.com/cloud/programming/connector/rest-api/).
diff --git a/docs/en/10-programming/01-connect/03-go.md b/docs/en/10-programming/01-connect/03-go.md
index 6ac47dc6c4464f18a2d11fcaae538d7f4941dc4e..480ee34c1a1d150c0b4dae0d810f04d67e631e67 100644
--- a/docs/en/10-programming/01-connect/03-go.md
+++ b/docs/en/10-programming/01-connect/03-go.md
@@ -80,6 +80,6 @@ Finally, test the connection:
 go run main.go
 ```
 
-The client connection is then established.  For how to write data and query data, please refer to <https://docs.tdengine.com/cloud/data-in/insert-data/> and <https://docs.tdengine.com/cloud/data-out/query-data/>.
+The client connection is then established.  For how to write data and query data, please refer to [Data In](https://docs.tdengine.com/cloud/data-in/) and [Data Out](https://docs.tdengine.com/cloud/data-out/).
 
 For more details about how to write or query data via REST API, please check [REST API](https://docs.tdengine.com/cloud/programming/connector/rest-api/).
diff --git a/docs/en/10-programming/01-connect/04-rust.md b/docs/en/10-programming/01-connect/04-rust.md
index 7c6f4032b5bbc6e8a558f3e9a137defd40b6ec3b..c74b5d8f34880440f67406b3bd79ace4b85b2dd1 100644
--- a/docs/en/10-programming/01-connect/04-rust.md
+++ b/docs/en/10-programming/01-connect/04-rust.md
@@ -72,7 +72,7 @@ Copy following code to `main.rs`.
 {{#include docs/examples/rust/cloud-example/src/main.rs}}
 ```
 
-Then you can execute `cargo run` to test the connection.  For how to write data and query data, please refer to <https://docs.tdengine.com/cloud/data-in/insert-data/> and <https://docs.tdengine.com/cloud/data-out/query-data/>.
+For how to write data and query data, please refer to [Data In](https://docs.tdengine.com/cloud/data-in/) and [Data Out](https://docs.tdengine.com/cloud/data-out/).
 
 
 For more details about how to write or query data via REST API, please check [REST API](https://docs.tdengine.com/cloud/programming/connector/rest-api/).
diff --git a/docs/en/10-programming/01-connect/05-node.md b/docs/en/10-programming/01-connect/05-node.md
index 1f24f6e0d71c35217aed4dbbb151eb53fd9cf4c7..890e9f2ce6214c571e0dbb5dc5f7e8942c912db3 100644
--- a/docs/en/10-programming/01-connect/05-node.md
+++ b/docs/en/10-programming/01-connect/05-node.md
@@ -59,6 +59,6 @@ To obtain the value of cloud token and URL, please log in [TDengine Cloud](https
 {{#include docs/examples/node/connect.js}}
 ```
 
-For how to write data and query data, please refer to <https://docs.tdengine.com/cloud/data-in/insert-data/> and <https://docs.tdengine.com/cloud/data-out/query-data/>.
+For how to write data and query data, please refer to [Data In](https://docs.tdengine.com/cloud/data-in/) and [Data Out](https://docs.tdengine.com/cloud/data-out/).
 
 For more details about how to write or query data via REST API, please check [REST API](https://docs.tdengine.com/cloud/programming/connector/rest-api/).
diff --git a/docs/en/10-programming/01-connect/06-csharp.md b/docs/en/10-programming/01-connect/06-csharp.md
index 46e5699f6795c96d9f1825bbc0430f98b52312b6..88eb9b49d3288fbc5ddca7324446e248c8c1010c 100644
--- a/docs/en/10-programming/01-connect/06-csharp.md
+++ b/docs/en/10-programming/01-connect/06-csharp.md
@@ -85,6 +85,6 @@ Replace  <DSN\> with real TDengine cloud DSN. To obtain the real value, please l
 {{#include docs/examples/csharp/cloud-example/connect/Program.cs}}
 ```
 
-The client connection is then established. For how to write data and query data, please refer to <https://docs.tdengine.com/cloud/data-in/insert-data/> and <https://docs.tdengine.com/cloud/data-out/query-data/>.
+The client connection is then established. For how to write data and query data, please refer to [Data In](https://docs.tdengine.com/cloud/data-in/) and [Data Out](https://docs.tdengine.com/cloud/data-out/).
 
 For more details about how to write or query data via REST API, please check [REST API](https://docs.tdengine.com/cloud/programming/connector/rest-api/).