diff --git a/.dlc.json b/.dlc.json
index a554693838d..f0244821596 100644
--- a/.dlc.json
+++ b/.dlc.json
@@ -10,7 +10,7 @@
       "pattern": "^{"
     },
     {
-      "pattern": "^https://repo1.maven.org/maven2/org/apache/flink.*SNAPSHOT.*"
+      "pattern": "^https://repo1.maven.org/maven2/org/apache/flink.*"
     },
     {
       "pattern": "^https://mvnrepository.com"
diff --git a/docs/config.toml b/docs/config.toml
index 8ed68a53fb7..4ae4633b350 100644
--- a/docs/config.toml
+++ b/docs/config.toml
@@ -30,9 +30,9 @@ pygmentsUseClasses = true
   ShowOutDatedWarning = false
 
   # This is the version referenced in the docs. Please only use these variables
-  # to reference a specific Flink version, because this is the only place where
-  # we change the version for the complete docs when forking of a release branch
-  # etc.
+  # to reference a specific Flink CDC version, because this is the only place
+  # where we change the version for the complete docs when forking of a release
+  # branch etc.
   # The full version string as referenced in Maven (e.g. 1.2.1)
   Version = "3.3-SNAPSHOT"
 
diff --git a/docs/content.zh/docs/connectors/flink-sources/db2-cdc.md b/docs/content.zh/docs/connectors/flink-sources/db2-cdc.md
index 4b72cf90ccc..673a4afc140 100644
--- a/docs/content.zh/docs/connectors/flink-sources/db2-cdc.md
+++ b/docs/content.zh/docs/connectors/flink-sources/db2-cdc.md
@@ -48,7 +48,7 @@ using a build automation tool (such as Maven or SBT) and SQL Client with SQL JAR
 
 ### SQL Client JAR
 
-Download [flink-sql-connector-db2-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-db2-cdc/3.1.0/flink-sql-connector-db2-cdc-3.1.0.jar) and
+Download [flink-sql-connector-db2-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-db2-cdc/{{< param Version >}}/flink-sql-connector-db2-cdc-{{< param Version >}}.jar) and
 put it under `<FLINK_HOME>/lib/`.
 
 **Note:** Refer to
@@ -354,7 +354,7 @@ public class Db2SourceExample {
 }
 ```
 
-The DB2 CDC incremental connector (after 3.1.0) can be used as the following shows:
+The DB2 CDC incremental connector (since 3.1.0) can be used as the following shows:
 ```java
 import org.apache.flink.api.common.eventtime.WatermarkStrategy;
 import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
diff --git a/docs/content.zh/docs/connectors/flink-sources/mongodb-cdc.md b/docs/content.zh/docs/connectors/flink-sources/mongodb-cdc.md
index 83103c9218b..7f18fdffc50 100644
--- a/docs/content.zh/docs/connectors/flink-sources/mongodb-cdc.md
+++ b/docs/content.zh/docs/connectors/flink-sources/mongodb-cdc.md
@@ -47,7 +47,7 @@ MongoDB CDC 连接器允许从 MongoDB 读取快照数据和增量数据。 本
 
 ```下载链接仅适用于稳定版本。```
 
-下载 [flink-sql-connector-mongodb-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-mongodb-cdc/3.1.0/flink-sql-connector-mongodb-cdc-3.1.0.jar)， 把它放在 `<FLINK_HOME>/lib/`.
+下载 [flink-sql-connector-mongodb-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-mongodb-cdc/{{< param Version >}}/flink-sql-connector-mongodb-cdc-{{< param Version >}}.jar)， 把它放在 `<FLINK_HOME>/lib/`.
 
 **注意:** 参考 [flink-sql-connector-mongodb-cdc](https://mvnrepository.com/artifact/org.apache.flink/flink-sql-connector-mongodb-cdc)， 当前已发布的版本将在 Maven 中央仓库中提供。
 
diff --git a/docs/content.zh/docs/connectors/flink-sources/mysql-cdc.md b/docs/content.zh/docs/connectors/flink-sources/mysql-cdc.md
index fe431673e56..aa14fc44017 100644
--- a/docs/content.zh/docs/connectors/flink-sources/mysql-cdc.md
+++ b/docs/content.zh/docs/connectors/flink-sources/mysql-cdc.md
@@ -54,7 +54,7 @@ MySQL CDC 连接器允许从 MySQL 数据库读取快照数据和增量数据。
 
 ```下载链接仅在已发布版本可用，请在文档网站左下角选择浏览已发布的版本。```
 
-下载 [flink-sql-connector-mysql-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-mysql-cdc/3.1.0/flink-sql-connector-mysql-cdc-3.1.0.jar) 到 `<FLINK_HOME>/lib/` 目录下。
+下载 [flink-sql-connector-mysql-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-mysql-cdc/{{< param Version >}}/flink-sql-connector-mysql-cdc-{{< param Version >}}.jar) 到 `<FLINK_HOME>/lib/` 目录下。
 
 **注意:** 参考 [flink-sql-connector-mysql-cdc](https://mvnrepository.com/artifact/org.apache.flink/flink-sql-connector-mysql-cdc) 当前已发布的所有版本都可以在 Maven 中央仓库获取。
 
diff --git a/docs/content.zh/docs/connectors/flink-sources/oceanbase-cdc.md b/docs/content.zh/docs/connectors/flink-sources/oceanbase-cdc.md
index ca87b3b3044..e61e3636fc2 100644
--- a/docs/content.zh/docs/connectors/flink-sources/oceanbase-cdc.md
+++ b/docs/content.zh/docs/connectors/flink-sources/oceanbase-cdc.md
@@ -109,7 +109,7 @@ OceanBase CDC 源端读取方案：
 
 ```下载链接仅在已发布版本可用，请在文档网站左下角选择浏览已发布的版本。```
 
-下载[flink-sql-connector-oceanbase-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-oceanbase-cdc/3.1.0/flink-sql-connector-oceanbase-cdc-3.1.0.jar)  到 `<FLINK_HOME>/lib/` 目录下。
+下载[flink-sql-connector-oceanbase-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-oceanbase-cdc/{{< param Version >}}/flink-sql-connector-oceanbase-cdc-{{< param Version >}}.jar)  到 `<FLINK_HOME>/lib/` 目录下。
 
 **注意:** 参考 [flink-sql-connector-oceanbase-cdc](https://mvnrepository.com/artifact/org.apache.flink/flink-sql-connector-oceanbase-cdc) 当前已发布的所有版本都可以在 Maven 中央仓库获取。
 
diff --git a/docs/content.zh/docs/connectors/flink-sources/oracle-cdc.md b/docs/content.zh/docs/connectors/flink-sources/oracle-cdc.md
index b7eec24dbda..22dc470459d 100644
--- a/docs/content.zh/docs/connectors/flink-sources/oracle-cdc.md
+++ b/docs/content.zh/docs/connectors/flink-sources/oracle-cdc.md
@@ -41,7 +41,7 @@ In order to setup the Oracle CDC connector, the following table provides depende
 
 **Download link is available only for stable releases.**
 
-Download [flink-sql-connector-oracle-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-oracle-cdc/3.1.0/flink-sql-connector-oracle-cdc-3.1.0.jar) and put it under `<FLINK_HOME>/lib/`.
+Download [flink-sql-connector-oracle-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-oracle-cdc/{{< param Version >}}/flink-sql-connector-oracle-cdc-{{< param Version >}}.jar) and put it under `<FLINK_HOME>/lib/`.
 
 **Note:** Refer to [flink-sql-connector-oracle-cdc](https://mvnrepository.com/artifact/org.apache.flink/flink-sql-connector-oracle-cdc), more released versions will be available in the Maven central warehouse.
 
diff --git a/docs/content.zh/docs/connectors/flink-sources/postgres-cdc.md b/docs/content.zh/docs/connectors/flink-sources/postgres-cdc.md
index 68a09c889c9..4bae5b6949a 100644
--- a/docs/content.zh/docs/connectors/flink-sources/postgres-cdc.md
+++ b/docs/content.zh/docs/connectors/flink-sources/postgres-cdc.md
@@ -41,7 +41,7 @@ In order to setup the Postgres CDC connector, the following table provides depen
 
 ```Download link is available only for stable releases.```
 
-Download [flink-sql-connector-postgres-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-postgres-cdc/3.1.0/flink-sql-connector-postgres-cdc-3.1.0.jar) and put it under `<FLINK_HOME>/lib/`.
+Download [flink-sql-connector-postgres-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-postgres-cdc/{{< param Version >}}/flink-sql-connector-postgres-cdc-{{< param Version >}}.jar) and put it under `<FLINK_HOME>/lib/`.
 
 **Note:** Refer to [flink-sql-connector-postgres-cdc](https://mvnrepository.com/artifact/org.apache.flink/flink-sql-connector-postgres-cdc), more released versions will be available in the Maven central warehouse.
 
diff --git a/docs/content.zh/docs/connectors/flink-sources/sqlserver-cdc.md b/docs/content.zh/docs/connectors/flink-sources/sqlserver-cdc.md
index e1b5dbe15b8..9a6f8a9ddfd 100644
--- a/docs/content.zh/docs/connectors/flink-sources/sqlserver-cdc.md
+++ b/docs/content.zh/docs/connectors/flink-sources/sqlserver-cdc.md
@@ -41,7 +41,7 @@ In order to setup the SQLServer CDC connector, the following table provides depe
 
 ```Download link is available only for stable releases.```
 
-Download [flink-sql-connector-sqlserver-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-sqlserver-cdc/3.1.0/flink-sql-connector-sqlserver-cdc-3.1.0.jar) and put it under `<FLINK_HOME>/lib/`.
+Download [flink-sql-connector-sqlserver-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-sqlserver-cdc/{{< param Version >}}/flink-sql-connector-sqlserver-cdc-{{< param Version >}}.jar) and put it under `<FLINK_HOME>/lib/`.
 
 **Note:** Refer to [flink-sql-connector-sqlserver-cdc](https://mvnrepository.com/artifact/org.apache.flink/flink-sql-connector-sqlserver-cdc), more released versions will be available in the Maven central warehouse.
 
diff --git a/docs/content.zh/docs/connectors/flink-sources/tidb-cdc.md b/docs/content.zh/docs/connectors/flink-sources/tidb-cdc.md
index 97270219ad4..abc8921e686 100644
--- a/docs/content.zh/docs/connectors/flink-sources/tidb-cdc.md
+++ b/docs/content.zh/docs/connectors/flink-sources/tidb-cdc.md
@@ -41,7 +41,7 @@ In order to setup the TiDB CDC connector, the following table provides dependenc
 
 ```Download link is available only for stable releases.```
 
-Download [flink-sql-connector-tidb-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-tidb-cdc/3.1.0/flink-sql-connector-tidb-cdc-3.1.0.jar) and put it under `<FLINK_HOME>/lib/`.
+Download [flink-sql-connector-tidb-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-tidb-cdc/{{< param Version >}}/flink-sql-connector-tidb-cdc-{{< param Version >}}.jar) and put it under `<FLINK_HOME>/lib/`.
 
 **Note:** Refer to [flink-sql-connector-tidb-cdc](https://mvnrepository.com/artifact/org.apache.flink/flink-sql-connector-tidb-cdc), more released versions will be available in the Maven central warehouse.
 
diff --git a/docs/content.zh/docs/connectors/flink-sources/tutorials/build-real-time-data-lake-tutorial.md b/docs/content.zh/docs/connectors/flink-sources/tutorials/build-real-time-data-lake-tutorial.md
index caab978c0b4..5682d334a95 100644
--- a/docs/content.zh/docs/connectors/flink-sources/tutorials/build-real-time-data-lake-tutorial.md
+++ b/docs/content.zh/docs/connectors/flink-sources/tutorials/build-real-time-data-lake-tutorial.md
@@ -113,7 +113,7 @@ volumes:
 
    **下载链接只对已发布的版本有效, SNAPSHOT 版本需要本地编译**
 
-   - [flink-sql-connector-mysql-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-mysql-cdc/3.1.0/flink-sql-connector-mysql-cdc-3.1.0.jar)
+   - [flink-sql-connector-mysql-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-mysql-cdc/{{< param Version >}}/flink-sql-connector-mysql-cdc-{{< param Version >}}.jar)
    - [flink-shaded-hadoop-2-uber-2.7.5-10.0.jar](https://repo.maven.apache.org/maven2/org/apache/flink/flink-shaded-hadoop-2-uber/2.7.5-10.0/flink-shaded-hadoop-2-uber-2.7.5-10.0.jar)
    - [iceberg-flink-1.13-runtime-0.13.0-SNAPSHOT.jar](https://raw.githubusercontent.com/luoyuxia/flink-cdc-tutorial/main/flink-cdc-iceberg-demo/sql-client/lib/iceberg-flink-1.13-runtime-0.13.0-SNAPSHOT.jar)
 
diff --git a/docs/content.zh/docs/connectors/flink-sources/tutorials/build-streaming-etl-tutorial.md b/docs/content.zh/docs/connectors/flink-sources/tutorials/build-streaming-etl-tutorial.md
index cbdedd5ce4b..5cec41480c5 100644
--- a/docs/content.zh/docs/connectors/flink-sources/tutorials/build-streaming-etl-tutorial.md
+++ b/docs/content.zh/docs/connectors/flink-sources/tutorials/build-streaming-etl-tutorial.md
@@ -100,8 +100,8 @@ docker-compose up -d
 
    **下载链接只对已发布的版本有效, SNAPSHOT 版本需要本地编译**
    - [flink-sql-connector-elasticsearch7-3.0.1-1.17.jar](https://repo.maven.apache.org/maven2/org/apache/flink/flink-sql-connector-elasticsearch7/3.0.1-1.17/flink-sql-connector-elasticsearch7-3.0.1-1.17.jar)
-   - [flink-sql-connector-mysql-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-mysql-cdc/3.1.0/flink-sql-connector-mysql-cdc-3.1.0.jar)
-   - [flink-sql-connector-postgres-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-postgres-cdc/3.1.0/flink-sql-connector-postgres-cdc-3.1.0.jar)
+   - [flink-sql-connector-mysql-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-mysql-cdc/{{< param Version >}}/flink-sql-connector-mysql-cdc-{{< param Version >}}.jar)
+   - [flink-sql-connector-postgres-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-postgres-cdc/{{< param Version >}}/flink-sql-connector-postgres-cdc-{{< param Version >}}.jar)
 
 ### 准备数据
 #### 在 MySQL 数据库中准备数据
diff --git a/docs/content.zh/docs/connectors/flink-sources/tutorials/mongodb-tutorial.md b/docs/content.zh/docs/connectors/flink-sources/tutorials/mongodb-tutorial.md
index e94d195ca3a..bfa388120c5 100644
--- a/docs/content.zh/docs/connectors/flink-sources/tutorials/mongodb-tutorial.md
+++ b/docs/content.zh/docs/connectors/flink-sources/tutorials/mongodb-tutorial.md
@@ -136,7 +136,7 @@ db.customers.insertMany([
 ```下载链接只对已发布的版本有效, SNAPSHOT 版本需要本地编译```
 
 - [flink-sql-connector-elasticsearch7-3.0.1-1.17.jar](https://repo.maven.apache.org/maven2/org/apache/flink/flink-sql-connector-elasticsearch7/3.0.1-1.17/flink-sql-connector-elasticsearch7-3.0.1-1.17.jar)
-- [flink-sql-connector-mongodb-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-mongodb-cdc/3.1.0/flink-sql-connector-mongodb-cdc-3.1.0.jar)
+- [flink-sql-connector-mongodb-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-mongodb-cdc/{{< param Version >}}/flink-sql-connector-mongodb-cdc-{{< param Version >}}.jar)
 
 4. 然后启动 Flink 集群，再启动 SQL CLI.
 
diff --git a/docs/content.zh/docs/connectors/flink-sources/tutorials/oceanbase-tutorial.md b/docs/content.zh/docs/connectors/flink-sources/tutorials/oceanbase-tutorial.md
index 62798a8210d..dd5c54573e2 100644
--- a/docs/content.zh/docs/connectors/flink-sources/tutorials/oceanbase-tutorial.md
+++ b/docs/content.zh/docs/connectors/flink-sources/tutorials/oceanbase-tutorial.md
@@ -156,7 +156,7 @@ VALUES (default, '2020-07-30 10:08:22', 'Jark', 50.50, 102, false),
 ```下载链接只对已发布的版本有效, SNAPSHOT 版本需要本地编译```
 
 - [flink-sql-connector-elasticsearch7-3.0.1-1.17.jar](https://repo.maven.apache.org/maven2/org/apache/flink/flink-sql-connector-elasticsearch7/3.0.1-1.17/flink-sql-connector-elasticsearch7-3.0.1-1.17.jar)
-- [flink-sql-connector-oceanbase-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-oceanbase-cdc/3.1.0/flink-sql-connector-oceanbase-cdc-3.1.0.jar)
+- [flink-sql-connector-oceanbase-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-oceanbase-cdc/{{< param Version >}}/flink-sql-connector-oceanbase-cdc-{{< param Version >}}.jar)
 
 ### 在 Flink SQL CLI 中使用 Flink DDL 创建表
 
diff --git a/docs/content.zh/docs/connectors/flink-sources/tutorials/oracle-tutorial.md b/docs/content.zh/docs/connectors/flink-sources/tutorials/oracle-tutorial.md
index 8d946d06f9a..1fe7c7217b7 100644
--- a/docs/content.zh/docs/connectors/flink-sources/tutorials/oracle-tutorial.md
+++ b/docs/content.zh/docs/connectors/flink-sources/tutorials/oracle-tutorial.md
@@ -81,7 +81,7 @@ docker-compose down
 *下载链接只对已发布的版本有效, SNAPSHOT 版本需要本地编译*
 
 - [flink-sql-connector-elasticsearch7-3.0.1-1.17.jar](https://repo.maven.apache.org/maven2/org/apache/flink/flink-sql-connector-elasticsearch7/3.0.1-1.17/flink-sql-connector-elasticsearch7-3.0.1-1.17.jar)
-- [flink-sql-connector-oracle-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-oracle-cdc/3.1.0/flink-sql-connector-oracle-cdc-3.1.0.jar)
+- [flink-sql-connector-oracle-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-oracle-cdc/{{< param Version >}}/flink-sql-connector-oracle-cdc-{{< param Version >}}.jar)
 
 
 **在 Oracle 数据库中准备数据**
diff --git a/docs/content.zh/docs/connectors/flink-sources/tutorials/polardbx-tutorial.md b/docs/content.zh/docs/connectors/flink-sources/tutorials/polardbx-tutorial.md
index 2d5c40a7d36..4442ef2e6ad 100644
--- a/docs/content.zh/docs/connectors/flink-sources/tutorials/polardbx-tutorial.md
+++ b/docs/content.zh/docs/connectors/flink-sources/tutorials/polardbx-tutorial.md
@@ -135,7 +135,7 @@ VALUES (default, '2020-07-30 10:08:22', 'Jark', 50.50, 102, false),
 2. 下载下面列出的依赖包，并将它们放到目录 `flink-1.17.0/lib/` 下
 
 ```下载链接只对已发布的版本有效, SNAPSHOT 版本需要本地编译```
-- 用于订阅PolarDB-X Binlog: [flink-sql-connector-mysql-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-mysql-cdc/3.1.0/flink-sql-connector-mysql-cdc-3.1.0.jar)
+- 用于订阅PolarDB-X Binlog: [flink-sql-connector-mysql-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-mysql-cdc/{{< param Version >}}/flink-sql-connector-mysql-cdc-{{< param Version >}}.jar)
 - 用于写入Elasticsearch: [flink-sql-connector-elasticsearch7-3.0.1-1.17.jar](https://repo.maven.apache.org/maven2/org/apache/flink/flink-sql-connector-elasticsearch7/3.0.1-1.17/flink-sql-connector-elasticsearch7-3.0.1-1.17.jar)
 3. 启动flink服务:
 ```shell
diff --git a/docs/content.zh/docs/connectors/flink-sources/tutorials/sqlserver-tutorial.md b/docs/content.zh/docs/connectors/flink-sources/tutorials/sqlserver-tutorial.md
index d1a939d8de0..e24df2aa36f 100644
--- a/docs/content.zh/docs/connectors/flink-sources/tutorials/sqlserver-tutorial.md
+++ b/docs/content.zh/docs/connectors/flink-sources/tutorials/sqlserver-tutorial.md
@@ -90,7 +90,7 @@ docker-compose down
 ```下载链接只对已发布的版本有效, SNAPSHOT 版本需要本地编译```
 
 - [flink-sql-connector-elasticsearch7-3.0.1-1.17.jar](https://repo.maven.apache.org/maven2/org/apache/flink/flink-sql-connector-elasticsearch7/3.0.1-1.17/flink-sql-connector-elasticsearch7-3.0.1-1.17.jar)
-- [flink-sql-connector-sqlserver-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-sqlserver-cdc/3.1.0/flink-sql-connector-sqlserver-cdc-3.1.0.jar)
+- [flink-sql-connector-sqlserver-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-sqlserver-cdc/{{< param Version >}}/flink-sql-connector-sqlserver-cdc-{{< param Version >}}.jar)
 
 
 **在 SqlServer 数据库中准备数据**
diff --git a/docs/content.zh/docs/connectors/flink-sources/tutorials/tidb-tutorial.md b/docs/content.zh/docs/connectors/flink-sources/tutorials/tidb-tutorial.md
index f71c2594295..e7b1354dbd4 100644
--- a/docs/content.zh/docs/connectors/flink-sources/tutorials/tidb-tutorial.md
+++ b/docs/content.zh/docs/connectors/flink-sources/tutorials/tidb-tutorial.md
@@ -143,7 +143,7 @@ docker-compose down
 ```下载链接只对已发布的版本有效, SNAPSHOT 版本需要本地编译```
 
 - [flink-sql-connector-elasticsearch7-3.0.1-1.17.jar](https://repo.maven.apache.org/maven2/org/apache/flink/flink-sql-connector-elasticsearch7/3.0.1-1.17/flink-sql-connector-elasticsearch7-3.0.1-1.17.jar)
-- [flink-sql-connector-tidb-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-tidb-cdc/3.1.0/flink-sql-connector-tidb-cdc-3.1.0.jar)
+- [flink-sql-connector-tidb-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-tidb-cdc/{{< param Version >}}/flink-sql-connector-tidb-cdc-{{< param Version >}}.jar)
 
 
 **在 TiDB 数据库中准备数据**
diff --git a/docs/content.zh/docs/connectors/flink-sources/vitess-cdc.md b/docs/content.zh/docs/connectors/flink-sources/vitess-cdc.md
index 0ac1f9b724f..f862fb39c1e 100644
--- a/docs/content.zh/docs/connectors/flink-sources/vitess-cdc.md
+++ b/docs/content.zh/docs/connectors/flink-sources/vitess-cdc.md
@@ -40,7 +40,7 @@ In order to setup the Vitess CDC connector, the following table provides depende
 
 ### SQL Client JAR
 
-Download [flink-sql-connector-vitess-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-vitess-cdc/3.1.0/flink-sql-connector-vitess-cdc-3.1.0.jar) and put it under `<FLINK_HOME>/lib/`.
+Download [flink-sql-connector-vitess-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-vitess-cdc/{{< param Version >}}/flink-sql-connector-vitess-cdc-{{< param Version >}}.jar) and put it under `<FLINK_HOME>/lib/`.
 
 **Note:** Refer to
 [flink-sql-connector-vitess-cdc](https://mvnrepository.com/artifact/org.apache.flink/flink-sql-connector-vitess-cdc),
diff --git a/docs/content.zh/docs/deployment/kubernetes.md b/docs/content.zh/docs/deployment/kubernetes.md
index c9c320aca87..35060645a06 100644
--- a/docs/content.zh/docs/deployment/kubernetes.md
+++ b/docs/content.zh/docs/deployment/kubernetes.md
@@ -159,9 +159,9 @@ Job Description: Sync MySQL Database to Doris
    假设您的Docker构建目录为`/opt/docker/flink-cdc`，此时该目录下的文件结构如下：
     ```text
     /opt/docker/flink-cdc
-        ├── flink-cdc-3.1.0-bin.tar.gz
-        ├── flink-cdc-pipeline-connector-doris-3.1.0.jar
-        ├── flink-cdc-pipeline-connector-mysql-3.1.0.jar
+        ├── flink-cdc-{{< param Version >}}-bin.tar.gz
+        ├── flink-cdc-pipeline-connector-doris-{{< param Version >}}.jar
+        ├── flink-cdc-pipeline-connector-mysql-{{< param Version >}}.jar
         ├── mysql-connector-java-8.0.27.jar
         └── ...
     ```
@@ -170,23 +170,23 @@ Job Description: Sync MySQL Database to Doris
     FROM flink:1.18.0-java8
     ADD *.jar $FLINK_HOME/lib/
     ADD flink-cdc*.tar.gz $FLINK_HOME/
-    RUN mv $FLINK_HOME/flink-cdc-3.1.0/lib/flink-cdc-dist-3.1.0.jar $FLINK_HOME/lib/
+    RUN mv $FLINK_HOME/flink-cdc-{{< param Version >}}/lib/flink-cdc-dist-{{< param Version >}}.jar $FLINK_HOME/lib/
     ```
    Docker镜像构建目录最终如下：
     ```text
     /opt/docker/flink-cdc
         ├── Dockerfile
-        ├── flink-cdc-3.1.0-bin.tar.gz
-        ├── flink-cdc-pipeline-connector-doris-3.1.0.jar
-        ├── flink-cdc-pipeline-connector-mysql-3.1.0.jar
+        ├── flink-cdc-{{< param Version >}}-bin.tar.gz
+        ├── flink-cdc-pipeline-connector-doris-{{< param Version >}}.jar
+        ├── flink-cdc-pipeline-connector-mysql-{{< param Version >}}.jar
         ├── mysql-connector-java-8.0.27.jar
         └── ...
     ```
 3. 构建自定义镜像并推送至仓库
     ```bash
-   docker build -t flink-cdc-pipeline:3.1.0 .
+   docker build -t flink-cdc-pipeline:{{< param Version >}} .
    
-   docker push flink-cdc-pipeline:3.1.0
+   docker push flink-cdc-pipeline:{{< param Version >}}
    ```
 
 ### 创建ConfigMap用于挂载Flink CDC配置文件
@@ -237,14 +237,14 @@ spec:
     state.checkpoints.dir: 'file:///tmp/checkpoints'
     state.savepoints.dir: 'file:///tmp/savepoints'
   flinkVersion: v1_18
-  image: 'flink-cdc-pipeline:3.1.0'
+  image: 'flink-cdc-pipeline:{{< param Version >}}'
   imagePullPolicy: Always
   job:
     args:
       - '--use-mini-cluster'
-      - /opt/flink/flink-cdc-3.1.0/conf/mysql-to-doris.yaml
+      - /opt/flink/flink-cdc-{{< param Version >}}/conf/mysql-to-doris.yaml
     entryClass: org.apache.flink.cdc.cli.CliFrontend
-    jarURI: 'local:///opt/flink/flink-cdc-3.1.0/lib/flink-cdc-dist-3.1.0.jar'
+    jarURI: 'local:///opt/flink/flink-cdc-{{< param Version >}}/lib/flink-cdc-dist-{{< param Version >}}.jar'
     parallelism: 1
     state: running
     upgradeMode: savepoint
@@ -261,7 +261,7 @@ spec:
         # don't modify this name
         - name: flink-main-container
           volumeMounts:
-            - mountPath: /opt/flink/flink-cdc-3.1.0/conf
+            - mountPath: /opt/flink/flink-cdc-{{< param Version >}}/conf
               name: flink-cdc-pipeline-config
       volumes:
         - configMap:
diff --git a/docs/content.zh/docs/get-started/quickstart/mysql-to-doris.md b/docs/content.zh/docs/get-started/quickstart/mysql-to-doris.md
index e5f4ae6f307..c89390fefeb 100644
--- a/docs/content.zh/docs/get-started/quickstart/mysql-to-doris.md
+++ b/docs/content.zh/docs/get-started/quickstart/mysql-to-doris.md
@@ -180,15 +180,15 @@ MacOS 由于内部实现容器的方式不同，在部署时宿主机直接修
    {{< img src="/fig/mysql-doris-tutorial/doris-create-table.png" alt="Doris create table" >}}
 
 ## 通过 Flink CDC CLI 提交任务
-1. 下载下面列出的二进制压缩包，并解压得到目录 `flink-cdc-3.1.0`；
-   [flink-cdc-3.1.0-bin.tar.gz](https://www.apache.org/dyn/closer.lua/flink/flink-cdc-3.1.0/flink-cdc-3.1.0-bin.tar.gz)
-   flink-cdc-3.1.0 下会包含 `bin`、`lib`、`log`、`conf` 四个目录。
+1. 下载下面列出的二进制压缩包，并解压得到目录 `flink-cdc-{{< param Version >}}`；
+   [flink-cdc-{{< param Version >}}-bin.tar.gz](https://www.apache.org/dyn/closer.lua/flink/flink-cdc-{{< param Version >}}/flink-cdc-{{< param Version >}}-bin.tar.gz)
+   flink-cdc-{{< param Version >}} 下会包含 `bin`、`lib`、`log`、`conf` 四个目录。
 
 2. 下载下面列出的 connector 包，并且移动到 `lib` 目录下；
    **下载链接只对已发布的版本有效, SNAPSHOT 版本需要本地基于 master 或 release- 分支编译.**
    **请注意，您需要将 jar 移动到 Flink CDC Home 的 lib 目录，而非 Flink Home 的 lib 目录下。**
-   - [MySQL pipeline connector 3.1.0](https://search.maven.org/remotecontent?filepath=org/apache/flink/flink-cdc-pipeline-connector-mysql/3.1.0/flink-cdc-pipeline-connector-mysql-3.1.0.jar)
-   - [Apache Doris pipeline connector 3.1.0](https://search.maven.org/remotecontent?filepath=org/apache/flink/flink-cdc-pipeline-connector-doris/3.1.0/flink-cdc-pipeline-connector-doris-3.1.0.jar)
+   - [MySQL pipeline connector {{< param Version >}}](https://repo1.maven.org/maven2/org/apache/flink/flink-cdc-pipeline-connector-mysql/{{< param Version >}}/flink-cdc-pipeline-connector-mysql-{{< param Version >}}.jar)
+   - [Apache Doris pipeline connector {{< param Version >}}](https://repo1.maven.org/maven2/org/apache/flink/flink-cdc-pipeline-connector-doris/{{< param Version >}}/flink-cdc-pipeline-connector-doris-{{< param Version >}}.jar)
 
    您还需要将下面的 Driver 包放在 Flink `lib` 目录下，或通过 `--jar` 参数将其传入 Flink CDC CLI，因为 CDC Connectors 不再包含这些 Drivers：
    - [MySQL Connector Java](https://repo1.maven.org/maven2/mysql/mysql-connector-java/8.0.27/mysql-connector-java-8.0.27.jar)
diff --git a/docs/content.zh/docs/get-started/quickstart/mysql-to-starrocks.md b/docs/content.zh/docs/get-started/quickstart/mysql-to-starrocks.md
index 8feabc8437d..46ea45d5e93 100644
--- a/docs/content.zh/docs/get-started/quickstart/mysql-to-starrocks.md
+++ b/docs/content.zh/docs/get-started/quickstart/mysql-to-starrocks.md
@@ -141,15 +141,15 @@ under the License.
     ```
 
 ## 通过 Flink CDC CLI 提交任务
-1. 下载下面列出的二进制压缩包，并解压得到目录 `flink-cdc-3.1.0`；  
-   [flink-cdc-3.1.0-bin.tar.gz](https://www.apache.org/dyn/closer.lua/flink/flink-cdc-3.1.0/flink-cdc-3.1.0-bin.tar.gz)
-   flink-cdc-3.1.0 下会包含 `bin`、`lib`、`log`、`conf` 四个目录。
+1. 下载下面列出的二进制压缩包，并解压得到目录 `flink-cdc-{{< param Version >}}`；  
+   [flink-cdc-{{< param Version >}}-bin.tar.gz](https://www.apache.org/dyn/closer.lua/flink/flink-cdc-{{< param Version >}}/flink-cdc-{{< param Version >}}-bin.tar.gz)
+   flink-cdc-{{< param Version >}} 下会包含 `bin`、`lib`、`log`、`conf` 四个目录。
 
 2. 下载下面列出的 connector 包，并且移动到 lib 目录下；
    **下载链接只对已发布的版本有效, SNAPSHOT 版本需要本地基于 master 或 release- 分支编译。**
    **请注意，您需要将 jar 移动到 Flink CDC Home 的 lib 目录，而非 Flink Home 的 lib 目录下。**
-   - [MySQL pipeline connector 3.1.0](https://search.maven.org/remotecontent?filepath=org/apache/flink/flink-cdc-pipeline-connector-mysql/3.1.0/flink-cdc-pipeline-connector-mysql-3.1.0.jar)
-   - [StarRocks pipeline connector 3.1.0](https://search.maven.org/remotecontent?filepath=org/apache/flink/flink-cdc-pipeline-connector-starrocks/3.1.0/flink-cdc-pipeline-connector-starrocks-3.1.0.jar)
+   - [MySQL pipeline connector {{< param Version >}}](https://repo1.maven.org/maven2/org/apache/flink/flink-cdc-pipeline-connector-mysql/{{< param Version >}}/flink-cdc-pipeline-connector-mysql-{{< param Version >}}.jar)
+   - [StarRocks pipeline connector {{< param Version >}}](https://repo1.maven.org/maven2/org/apache/flink/flink-cdc-pipeline-connector-starrocks/{{< param Version >}}/flink-cdc-pipeline-connector-starrocks-{{< param Version >}}.jar)
 
    您还需要将下面的 Driver 包放在 Flink `lib` 目录下，或通过 `--jar` 参数将其传入 Flink CDC CLI，因为 CDC Connectors 不再包含这些 Drivers：
    - [MySQL Connector Java](https://repo1.maven.org/maven2/mysql/mysql-connector-java/8.0.27/mysql-connector-java-8.0.27.jar)
diff --git a/docs/content/docs/connectors/flink-sources/db2-cdc.md b/docs/content/docs/connectors/flink-sources/db2-cdc.md
index 53fd1afbc7f..b7ebc93aa9d 100644
--- a/docs/content/docs/connectors/flink-sources/db2-cdc.md
+++ b/docs/content/docs/connectors/flink-sources/db2-cdc.md
@@ -48,7 +48,7 @@ using a build automation tool (such as Maven or SBT) and SQL Client with SQL JAR
 
 ### SQL Client JAR
 
-Download [flink-sql-connector-db2-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-db2-cdc/3.1.0/flink-sql-connector-db2-cdc-3.1.0.jar) and 
+Download [flink-sql-connector-db2-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-db2-cdc/{{< param Version >}}/flink-sql-connector-db2-cdc-{{< param Version >}}.jar) and 
 put it under `<FLINK_HOME>/lib/`.
 
 **Note:** Refer to
@@ -354,7 +354,7 @@ public class Db2SourceExample {
 }
 ```
 
-The DB2 CDC incremental connector (after 3.1.0) can be used as the following shows:
+The DB2 CDC incremental connector (since 3.1.0) can be used as the following shows:
 ```java
 import org.apache.flink.api.common.eventtime.WatermarkStrategy;
 import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
diff --git a/docs/content/docs/connectors/flink-sources/mongodb-cdc.md b/docs/content/docs/connectors/flink-sources/mongodb-cdc.md
index 9ffbf184d42..feb27b1da5e 100644
--- a/docs/content/docs/connectors/flink-sources/mongodb-cdc.md
+++ b/docs/content/docs/connectors/flink-sources/mongodb-cdc.md
@@ -41,7 +41,7 @@ In order to setup the MongoDB CDC connector, the following table provides depend
 
 ```Download link is available only for stable releases.```
 
-Download [flink-sql-connector-mongodb-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-mongodb-cdc/3.1.0/flink-sql-connector-mongodb-cdc-3.1.0.jar) and put it under `<FLINK_HOME>/lib/`.
+Download [flink-sql-connector-mongodb-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-mongodb-cdc/{{< param Version >}}/flink-sql-connector-mongodb-cdc-{{< param Version >}}.jar) and put it under `<FLINK_HOME>/lib/`.
 
 **Note:** Refer to [flink-sql-connector-mongodb-cdc](https://mvnrepository.com/artifact/org.apache.flink/flink-sql-connector-mongodb-cdc), more released versions will be available in the Maven central warehouse.
 
diff --git a/docs/content/docs/connectors/flink-sources/mysql-cdc.md b/docs/content/docs/connectors/flink-sources/mysql-cdc.md
index 80247008f50..f335f047abf 100644
--- a/docs/content/docs/connectors/flink-sources/mysql-cdc.md
+++ b/docs/content/docs/connectors/flink-sources/mysql-cdc.md
@@ -48,7 +48,7 @@ In order to setup the MySQL CDC connector, the following table provides dependen
 
 ```Download link is available only for stable releases.```
 
-Download [flink-sql-connector-mysql-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-mysql-cdc/3.1.0/flink-sql-connector-mysql-cdc-3.1.0.jar) and put it under `<FLINK_HOME>/lib/`.
+Download [flink-sql-connector-mysql-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-mysql-cdc/{{< param Version >}}/flink-sql-connector-mysql-cdc-{{< param Version >}}.jar) and put it under `<FLINK_HOME>/lib/`.
 
 **Note:** Refer to [flink-sql-connector-mysql-cdc](https://mvnrepository.com/artifact/org.apache.flink/flink-sql-connector-mysql-cdc), more released versions will be available in the Maven central warehouse.
 
diff --git a/docs/content/docs/connectors/flink-sources/oceanbase-cdc.md b/docs/content/docs/connectors/flink-sources/oceanbase-cdc.md
index 50b550a2ef0..3b03009cc00 100644
--- a/docs/content/docs/connectors/flink-sources/oceanbase-cdc.md
+++ b/docs/content/docs/connectors/flink-sources/oceanbase-cdc.md
@@ -108,7 +108,7 @@ In order to set up the OceanBase CDC connector, the following table provides dep
 
 ```Download link is available only for stable releases.```
 
-Download [flink-sql-connector-oceanbase-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-oceanbase-cdc/3.1.0/flink-sql-connector-oceanbase-cdc-3.1.0.jar) and put it under `<FLINK_HOME>/lib/`.
+Download [flink-sql-connector-oceanbase-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-oceanbase-cdc/{{< param Version >}}/flink-sql-connector-oceanbase-cdc-{{< param Version >}}.jar) and put it under `<FLINK_HOME>/lib/`.
 
 **Note:** Refer to [flink-sql-connector-oceanbase-cdc](https://mvnrepository.com/artifact/org.apache.flink/flink-sql-connector-oceanbase-cdc), more released versions will be available in the Maven central warehouse.
 
diff --git a/docs/content/docs/connectors/flink-sources/oracle-cdc.md b/docs/content/docs/connectors/flink-sources/oracle-cdc.md
index 66df7f25744..87108d42757 100644
--- a/docs/content/docs/connectors/flink-sources/oracle-cdc.md
+++ b/docs/content/docs/connectors/flink-sources/oracle-cdc.md
@@ -41,7 +41,7 @@ In order to setup the Oracle CDC connector, the following table provides depende
 
 **Download link is available only for stable releases.**
 
-Download [flink-sql-connector-oracle-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-oracle-cdc/3.1.0/flink-sql-connector-oracle-cdc-3.1.0.jar) and put it under `<FLINK_HOME>/lib/`.
+Download [flink-sql-connector-oracle-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-oracle-cdc/{{< param Version >}}/flink-sql-connector-oracle-cdc-{{< param Version >}}.jar) and put it under `<FLINK_HOME>/lib/`.
 
 **Note:** Refer to [flink-sql-connector-oracle-cdc](https://mvnrepository.com/artifact/org.apache.flink/flink-sql-connector-oracle-cdc), more released versions will be available in the Maven central warehouse.
 
diff --git a/docs/content/docs/connectors/flink-sources/postgres-cdc.md b/docs/content/docs/connectors/flink-sources/postgres-cdc.md
index ea21ed7a3d3..4aca6f884ae 100644
--- a/docs/content/docs/connectors/flink-sources/postgres-cdc.md
+++ b/docs/content/docs/connectors/flink-sources/postgres-cdc.md
@@ -40,7 +40,7 @@ In order to setup the Postgres CDC connector, the following table provides depen
 
 ```Download link is available only for stable releases.```
 
-Download [flink-sql-connector-postgres-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-postgres-cdc/3.1.0/flink-sql-connector-postgres-cdc-3.1.0.jar) and put it under `<FLINK_HOME>/lib/`.
+Download [flink-sql-connector-postgres-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-postgres-cdc/{{< param Version >}}/flink-sql-connector-postgres-cdc-{{< param Version >}}.jar) and put it under `<FLINK_HOME>/lib/`.
 
 **Note:** Refer to [flink-sql-connector-postgres-cdc](https://mvnrepository.com/artifact/org.apache.flink/flink-sql-connector-postgres-cdc), more released versions will be available in the Maven central warehouse.
 
diff --git a/docs/content/docs/connectors/flink-sources/sqlserver-cdc.md b/docs/content/docs/connectors/flink-sources/sqlserver-cdc.md
index e1b5dbe15b8..9a6f8a9ddfd 100644
--- a/docs/content/docs/connectors/flink-sources/sqlserver-cdc.md
+++ b/docs/content/docs/connectors/flink-sources/sqlserver-cdc.md
@@ -41,7 +41,7 @@ In order to setup the SQLServer CDC connector, the following table provides depe
 
 ```Download link is available only for stable releases.```
 
-Download [flink-sql-connector-sqlserver-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-sqlserver-cdc/3.1.0/flink-sql-connector-sqlserver-cdc-3.1.0.jar) and put it under `<FLINK_HOME>/lib/`.
+Download [flink-sql-connector-sqlserver-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-sqlserver-cdc/{{< param Version >}}/flink-sql-connector-sqlserver-cdc-{{< param Version >}}.jar) and put it under `<FLINK_HOME>/lib/`.
 
 **Note:** Refer to [flink-sql-connector-sqlserver-cdc](https://mvnrepository.com/artifact/org.apache.flink/flink-sql-connector-sqlserver-cdc), more released versions will be available in the Maven central warehouse.
 
diff --git a/docs/content/docs/connectors/flink-sources/tidb-cdc.md b/docs/content/docs/connectors/flink-sources/tidb-cdc.md
index 76911e2fe3c..76d4d6d405d 100644
--- a/docs/content/docs/connectors/flink-sources/tidb-cdc.md
+++ b/docs/content/docs/connectors/flink-sources/tidb-cdc.md
@@ -41,7 +41,7 @@ In order to setup the TiDB CDC connector, the following table provides dependenc
 
 ```Download link is available only for stable releases.```
 
-Download [flink-sql-connector-tidb-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-tidb-cdc/3.1.0/flink-sql-connector-tidb-cdc-3.1.0.jar) and put it under `<FLINK_HOME>/lib/`.
+Download [flink-sql-connector-tidb-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-tidb-cdc/{{< param Version >}}/flink-sql-connector-tidb-cdc-{{< param Version >}}.jar) and put it under `<FLINK_HOME>/lib/`.
 
 **Note:** Refer to [flink-sql-connector-tidb-cdc](https://mvnrepository.com/artifact/org.apache.flink/flink-sql-connector-tidb-cdc), more released versions will be available in the Maven central warehouse.
 
diff --git a/docs/content/docs/connectors/flink-sources/vitess-cdc.md b/docs/content/docs/connectors/flink-sources/vitess-cdc.md
index 0ac1f9b724f..f862fb39c1e 100644
--- a/docs/content/docs/connectors/flink-sources/vitess-cdc.md
+++ b/docs/content/docs/connectors/flink-sources/vitess-cdc.md
@@ -40,7 +40,7 @@ In order to setup the Vitess CDC connector, the following table provides depende
 
 ### SQL Client JAR
 
-Download [flink-sql-connector-vitess-cdc-3.1.0.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-vitess-cdc/3.1.0/flink-sql-connector-vitess-cdc-3.1.0.jar) and put it under `<FLINK_HOME>/lib/`.
+Download [flink-sql-connector-vitess-cdc-{{< param Version >}}.jar](https://repo1.maven.org/maven2/org/apache/flink/flink-sql-connector-vitess-cdc/{{< param Version >}}/flink-sql-connector-vitess-cdc-{{< param Version >}}.jar) and put it under `<FLINK_HOME>/lib/`.
 
 **Note:** Refer to
 [flink-sql-connector-vitess-cdc](https://mvnrepository.com/artifact/org.apache.flink/flink-sql-connector-vitess-cdc),
diff --git a/docs/content/docs/deployment/kubernetes.md b/docs/content/docs/deployment/kubernetes.md
index d1928b2569c..791a751ea43 100644
--- a/docs/content/docs/deployment/kubernetes.md
+++ b/docs/content/docs/deployment/kubernetes.md
@@ -162,9 +162,9 @@ The doc assumes a [Flink Kubernetes Operator](https://nightlies.apache.org/flink
    Assume that your docker image build directory is `/opt/docker/flink-cdc`, The structure of this directory is as follow：
     ```text
     /opt/docker/flink-cdc
-        ├── flink-cdc-3.1.0-bin.tar.gz
-        ├── flink-cdc-pipeline-connector-doris-3.1.0.jar
-        ├── flink-cdc-pipeline-connector-mysql-3.1.0.jar
+        ├── flink-cdc-{{< param Version >}}-bin.tar.gz
+        ├── flink-cdc-pipeline-connector-doris-{{< param Version >}}.jar
+        ├── flink-cdc-pipeline-connector-mysql-{{< param Version >}}.jar
         ├── mysql-connector-java-8.0.27.jar
         └── ...
     ```
@@ -173,23 +173,23 @@ The doc assumes a [Flink Kubernetes Operator](https://nightlies.apache.org/flink
     FROM flink:1.18.0-java8
     ADD *.jar $FLINK_HOME/lib/
     ADD flink-cdc*.tar.gz $FLINK_HOME/
-    RUN mv $FLINK_HOME/flink-cdc-3.1.0/lib/flink-cdc-dist-3.1.0.jar $FLINK_HOME/lib/
+    RUN mv $FLINK_HOME/flink-cdc-{{< param Version >}}/lib/flink-cdc-dist-{{< param Version >}}.jar $FLINK_HOME/lib/
     ```
    Finally, The structure is as follow：
     ```text
     /opt/docker/flink-cdc
         ├── Dockerfile
-        ├── flink-cdc-3.1.0-bin.tar.gz
-        ├── flink-cdc-pipeline-connector-doris-3.1.0.jar
-        ├── flink-cdc-pipeline-connector-mysql-3.1.0.jar
+        ├── flink-cdc-{{< param Version >}}-bin.tar.gz
+        ├── flink-cdc-pipeline-connector-doris-{{< param Version >}}.jar
+        ├── flink-cdc-pipeline-connector-mysql-{{< param Version >}}.jar
         ├── mysql-connector-java-8.0.27.jar
         └── ...
     ```
 3. Build the custom Docker image then push.
     ```bash
-   docker build -t flink-cdc-pipeline:3.1.0 .
+   docker build -t flink-cdc-pipeline:{{< param Version >}} .
    
-   docker push flink-cdc-pipeline:3.1.0
+   docker push flink-cdc-pipeline:{{< param Version >}}
    ```
 
 ### Create a ConfigMap for mounting Flink CDC configuration files
@@ -240,14 +240,14 @@ spec:
     state.checkpoints.dir: 'file:///tmp/checkpoints'
     state.savepoints.dir: 'file:///tmp/savepoints'
   flinkVersion: v1_18
-  image: 'flink-cdc-pipeline:3.1.0'
+  image: 'flink-cdc-pipeline:{{< param Version >}}'
   imagePullPolicy: Always
   job:
     args:
       - '--use-mini-cluster'
-      - /opt/flink/flink-cdc-3.1.0/conf/mysql-to-doris.yaml
+      - /opt/flink/flink-cdc-{{< param Version >}}/conf/mysql-to-doris.yaml
     entryClass: org.apache.flink.cdc.cli.CliFrontend
-    jarURI: 'local:///opt/flink/lib/flink-cdc-dist-3.1.0.jar'
+    jarURI: 'local:///opt/flink/lib/flink-cdc-dist-{{< param Version >}}.jar'
     parallelism: 1
     state: running
     upgradeMode: savepoint
@@ -264,7 +264,7 @@ spec:
         # don't modify this name
         - name: flink-main-container
           volumeMounts:
-            - mountPath: /opt/flink/flink-cdc-3.1.0/conf
+            - mountPath: /opt/flink/flink-cdc-{{< param Version >}}/conf
               name: flink-cdc-pipeline-config
       volumes:
         - configMap:
diff --git a/docs/content/docs/get-started/quickstart/mysql-to-doris.md b/docs/content/docs/get-started/quickstart/mysql-to-doris.md
index 3a369f1762a..1aee5fb0515 100644
--- a/docs/content/docs/get-started/quickstart/mysql-to-doris.md
+++ b/docs/content/docs/get-started/quickstart/mysql-to-doris.md
@@ -182,15 +182,15 @@ This command automatically starts all the containers defined in the Docker Compo
    {{< img src="/fig/mysql-doris-tutorial/doris-create-table.png" alt="Doris create table" >}}
 
 ## Submit job with Flink CDC CLI
-1. Download the binary compressed packages listed below and extract them to the directory `flink cdc-3.1.0'`：    
-   [flink-cdc-3.1.0-bin.tar.gz](https://www.apache.org/dyn/closer.lua/flink/flink-cdc-3.1.0/flink-cdc-3.1.0-bin.tar.gz)
-   flink-cdc-3.1.0 directory will contain four directory: `bin`, `lib`, `log`, and `conf`.
+1. Download the binary compressed packages listed below and extract them to the directory `flink cdc-{{< param Version >}}'`：    
+   [flink-cdc-{{< param Version >}}-bin.tar.gz](https://www.apache.org/dyn/closer.lua/flink/flink-cdc-{{< param Version >}}/flink-cdc-{{< param Version >}}-bin.tar.gz)
+   flink-cdc-{{< param Version >}} directory will contain four directory: `bin`, `lib`, `log`, and `conf`.
 
 2. Download the connector package listed below and move it to the `lib` directory  
    **Download links are available only for stable releases, SNAPSHOT dependencies need to be built based on master or release branches by yourself.**
    **Please note that you need to move the jar to the lib directory of Flink CDC Home, not to the lib directory of Flink Home.**
-    - [MySQL pipeline connector 3.1.0](https://search.maven.org/remotecontent?filepath=org/apache/flink/flink-cdc-pipeline-connector-mysql/3.1.0/flink-cdc-pipeline-connector-mysql-3.1.0.jar)
-    - [Apache Doris pipeline connector 3.1.0](https://search.maven.org/remotecontent?filepath=org/apache/flink/flink-cdc-pipeline-connector-doris/3.1.0/flink-cdc-pipeline-connector-doris-3.1.0.jar)
+    - [MySQL pipeline connector {{< param Version >}}](https://repo1.maven.org/maven2/org/apache/flink/flink-cdc-pipeline-connector-mysql/{{< param Version >}}/flink-cdc-pipeline-connector-mysql-{{< param Version >}}.jar)
+    - [Apache Doris pipeline connector {{< param Version >}}](https://repo1.maven.org/maven2/org/apache/flink/flink-cdc-pipeline-connector-doris/{{< param Version >}}/flink-cdc-pipeline-connector-doris-{{< param Version >}}.jar)
 
      You also need to place MySQL connector into Flink `lib` folder or pass it with `--jar` argument, since they're no longer packaged with CDC connectors:
     - [MySQL Connector Java](https://repo1.maven.org/maven2/mysql/mysql-connector-java/8.0.27/mysql-connector-java-8.0.27.jar)
diff --git a/docs/content/docs/get-started/quickstart/mysql-to-starrocks.md b/docs/content/docs/get-started/quickstart/mysql-to-starrocks.md
index 02bcc469a44..55eaeedf2f0 100644
--- a/docs/content/docs/get-started/quickstart/mysql-to-starrocks.md
+++ b/docs/content/docs/get-started/quickstart/mysql-to-starrocks.md
@@ -144,15 +144,15 @@ This command automatically starts all the containers defined in the Docker Compo
     ```
 
 ## Submit job with Flink CDC CLI
-1. Download the binary compressed packages listed below and extract them to the directory `flink cdc-3.1.0'`：    
-   [flink-cdc-3.1.0-bin.tar.gz](https://www.apache.org/dyn/closer.lua/flink/flink-cdc-3.1.0/flink-cdc-3.1.0-bin.tar.gz)
-   flink-cdc-3.1.0 directory will contain four directory: `bin`, `lib`, `log`, and `conf`.
+1. Download the binary compressed packages listed below and extract them to the directory `flink cdc-{{< param Version >}}'`：    
+   [flink-cdc-{{< param Version >}}-bin.tar.gz](https://www.apache.org/dyn/closer.lua/flink/flink-cdc-{{< param Version >}}/flink-cdc-{{< param Version >}}-bin.tar.gz)
+   flink-cdc-{{< param Version >}} directory will contain four directory: `bin`, `lib`, `log`, and `conf`.
 
 2. Download the connector package listed below and move it to the `lib` directory  
    **Download links are available only for stable releases, SNAPSHOT dependencies need to be built based on master or release branches by yourself.**
    **Please note that you need to move the jar to the lib directory of Flink CDC Home, not to the lib directory of Flink Home.**
-   - [MySQL pipeline connector 3.1.0](https://search.maven.org/remotecontent?filepath=org/apache/flink/flink-cdc-pipeline-connector-mysql/3.1.0/flink-cdc-pipeline-connector-mysql-3.1.0.jar)
-   - [StarRocks pipeline connector 3.1.0](https://search.maven.org/remotecontent?filepath=org/apache/flink/flink-cdc-pipeline-connector-starrocks/3.1.0/flink-cdc-pipeline-connector-starrocks-3.1.0.jar)
+   - [MySQL pipeline connector {{< param Version >}}](https://repo1.maven.org/maven2/org/apache/flink/flink-cdc-pipeline-connector-mysql/{{< param Version >}}/flink-cdc-pipeline-connector-mysql-{{< param Version >}}.jar)
+   - [StarRocks pipeline connector {{< param Version >}}](https://repo1.maven.org/maven2/org/apache/flink/flink-cdc-pipeline-connector-starrocks/{{< param Version >}}/flink-cdc-pipeline-connector-starrocks-{{< param Version >}}.jar)
 
    You also need to place MySQL connector into Flink `lib` folder or pass it with `--jar` argument, since they're no longer packaged with CDC connectors:
    - [MySQL Connector Java](https://repo1.maven.org/maven2/mysql/mysql-connector-java/8.0.27/mysql-connector-java-8.0.27.jar)