diff --git a/examples/atomic-batch-operation/Performing Atomic Batch Operations with PostgreSQL.md b/examples/atomic-batch-operation/Performing Atomic Batch Operations with PostgreSQL.md
index 8b1781e2..e6309194 100644
--- a/examples/atomic-batch-operation/Performing Atomic Batch Operations with PostgreSQL.md	
+++ b/examples/atomic-batch-operation/Performing Atomic Batch Operations with PostgreSQL.md	
@@ -6,29 +6,14 @@ The `atomic-batch-operation` project demonstrates how to use the PostgreSQL clie
 
 * Install the PostgreSQL server and create a database 
 
-* Add required configurations in the `config.toml` file 
-
-* Follow one of the following ways to add PostgreSQL database driver JAR in the `Ballerina.toml` file:
-    * Download the JAR and update the path
-        ```
-        [[platform.java17.dependency]]
-        path = "PATH"
-        ```
-     
-    * Replace the above path with a maven dependency param
-        ```
-        [platform.java17.dependency]]
-        groupId = "org.postgresql"
-        artifactId = "postgresql"
-        version = "42.2.20"
-        ```
+* Add required configurations in the `Config.toml` file 
 
 # Run the example
  
 To run the example, move into the `atomic-batch-operation` project and execute the below command.
  
-```
-$bal run
+```shell
+bal run
 ```
 It will build the `atomic-batch-operation` Ballerina project and then run it.
 
@@ -36,7 +21,7 @@ It will build the `atomic-batch-operation` Ballerina project and then run it.
 
 This gives the following output when running this project.
 
-```ballerina
+```shell
 [ballerina/http] started HTTP/WS listener 192.168.1.10:55471
 Error while executing batch command starting with: 'INSERT INTO Students
                 (firstName, lastName, registrationID, creditLimit, country)
diff --git a/examples/batch-operation/Performing Batch Operations with PostgreSQL.md b/examples/batch-operation/Performing Batch Operations with PostgreSQL.md
index e80929a5..68d328bb 100644
--- a/examples/batch-operation/Performing Batch Operations with PostgreSQL.md	
+++ b/examples/batch-operation/Performing Batch Operations with PostgreSQL.md	
@@ -6,28 +6,14 @@ The `batch-operation` project demonstrates how to use the PostgreSQL client to e
 
 * Install the PostgreSQL server and create a database 
 
-* Add required configurations in the `config.toml` file 
-
-* Follow one of the following ways to add PostgreSQL database driver JAR in the `Ballerina.toml` file:
-    * Download the JAR and update the path
-        ```
-        [[platform.java17.dependency]]
-        path = "PATH"
-        ```
-     
-    * Replace the above path with a maven dependency param
-        ```
-        [platform.java17.dependency]]
-        groupId = "org.postgresql"
-        artifactId = "postgresql"
-        version = "42.2.20"
-        ```
+* Add required configurations in the `Config.toml` file 
+
 # Run the example
  
 To run the example, move into the `batch-operation` project and execute the below command.
  
-```
-$bal run
+```shell
+bal run
 ```
 It will build the `batch-operation` Ballerina project and then run it.
 
@@ -35,7 +21,7 @@ It will build the `batch-operation` Ballerina project and then run it.
 
 This gives the following output when running this project.
 
-```ballerina
+```shell
 Insert success, generated IDs are: [1,2,3]
 
 Data in Customers table:
diff --git a/examples/call-stored-procedures/Calling Stored Procedures with PostgreSQL.md b/examples/call-stored-procedures/Calling Stored Procedures with PostgreSQL.md
index ca49d6f8..6c121d65 100644
--- a/examples/call-stored-procedures/Calling Stored Procedures with PostgreSQL.md	
+++ b/examples/call-stored-procedures/Calling Stored Procedures with PostgreSQL.md	
@@ -6,28 +6,14 @@ The `call-stored-operation` project demonstrates how to use the PostgreSQL clien
 
 * Install the PostgreSQL server and create a database 
 
-* Add required configurations in the `config.toml` file 
-
-* Follow one of the following ways to add PostgreSQL database driver JAR in the `Ballerina.toml` file:
-    * Download the JAR and update the path
-        ```
-        [[platform.java17.dependency]]
-        path = "PATH"
-        ```
-     
-    * Replace the above path with a maven dependency param
-        ```
-        [platform.java17.dependency]]
-        groupId = "org.postgresql"
-        artifactId = "postgresql"
-        version = "42.2.20"
-        ```
+* Add required configurations in the `Config.toml` file 
+
 # Run the example
  
 To run the example, move into the `call-stored-operation` project and execute the below command.
  
-```
-$bal run
+```shell
+bal run
 ```
 It will build the `call-stored-operation` Ballerina project and then run it.
 
@@ -35,7 +21,7 @@ It will build the `call-stored-operation` Ballerina project and then run it.
 
 This gives the following output when running this project.
 
-```ballerina
+```shell
 Call stored procedure `InsertStudent`.
 Inserted data: {"id":1,"age":24,"name":"George"}
 Call stored procedure `GetCount`.
diff --git a/examples/complex-queries-operation/Performing Complex Queries with PostgreSQL.md b/examples/complex-queries-operation/Performing Complex Queries with PostgreSQL.md
index 438df85a..228fff9b 100644
--- a/examples/complex-queries-operation/Performing Complex Queries with PostgreSQL.md	
+++ b/examples/complex-queries-operation/Performing Complex Queries with PostgreSQL.md	
@@ -6,27 +6,14 @@ This example demonstrates how to use the PostgreSQL client with complex data typ
 
 * Install the PostgreSQL server and create a database 
 
-* Add required configurations in the `config.toml` file 
-
-* Follow one of the following ways to add PostgreSQL database driver JAR in the `Ballerina.toml` file:
-    * Download the JAR and update the path
-        ```
-        [[platform.java17.dependency]]
-        path = "PATH"
-        ```
-     
-    * Replace the above path with a maven dependency param
-        ```
-        [platform.java17.dependency]]
-        groupId = "org.postgresql"
-        artifactId = "postgresql"
-        version = "42.2.20"
-        ```
+* Add required configurations in the `Config.toml` file 
+
 # Run the example
  
 To run the example, move into the `complex-queries-operation` project and execute the below command.
-```
-$bal run
+
+```shell
+bal run
 ```
 It will build the `complex-queries-operation` Ballerina project and then run it.
 
@@ -34,7 +21,7 @@ It will build the `complex-queries-operation` Ballerina project and then run it.
 
 This gives the following output when running this project.
 
-```ballerina
+```shell
 Json types Result :
 {"row_id":1,"json_type":{"key1":"value","key2":2},"jsonb_type":{"key1":"value","key2":2},"jsonpath_type":"$."floor"[*]."apt"[*]?(@."area" > 40 && @."area" < 90)?(@."rooms" > 1)"}
 Range type Result :
diff --git a/examples/execute-operation/Executing Queries with PostgreSQL.md b/examples/execute-operation/Executing Queries with PostgreSQL.md
index c8e22cee..1dddeab2 100644
--- a/examples/execute-operation/Executing Queries with PostgreSQL.md	
+++ b/examples/execute-operation/Executing Queries with PostgreSQL.md	
@@ -6,28 +6,14 @@ This example demonstrates how to use the PostgreSQL client with the DDL and DML
 
 * Install the PostgreSQL server and create a database 
 
-* Add required configurations in the `config.toml` file 
-
-* Follow one of the following ways to add PostgreSQL database driver JAR in the `Ballerina.toml` file:
-    * Download the JAR and update the path
-        ```
-        [[platform.java17.dependency]]
-        path = "PATH"
-        ```
-     
-    * Replace the above path with a maven dependency param
-        ```
-        [platform.java17.dependency]]
-        groupId = "org.postgresql"
-        artifactId = "postgresql"
-        version = "42.2.20"
-        ```
+* Add required configurations in the `Config.toml` file 
+
 # Run the example
  
 To run the example, move into the `execute-batch-operation` project and execute the below command.
  
-```
-$bal run
+```shell
+bal run
 ```
 It will build the `execute-operation` Ballerina project and then run it.
 
@@ -35,7 +21,7 @@ It will build the `execute-operation` Ballerina project and then run it.
 
 This gives the following output when running this project.
 
-```ballerina
+```shell
 Rows affected: 1
 Generated Customer ID: 2
 Updated Row count: 1
diff --git a/examples/query-operation/Performing Queries with PostgreSQL.md b/examples/query-operation/Performing Queries with PostgreSQL.md
index 4c6857c8..d57805b2 100644
--- a/examples/query-operation/Performing Queries with PostgreSQL.md	
+++ b/examples/query-operation/Performing Queries with PostgreSQL.md	
@@ -6,28 +6,14 @@ This example demonstrates how to use the PostgreSQL client select query operatio
 
 * Install the PostgreSQL server and create a database 
 
-* Add required configurations in the `config.toml` file 
-
-* Follow one of the following ways to add PostgreSQL database driver JAR in the `Ballerina.toml` file:
-    * Download the JAR and update the path
-        ```
-        [[platform.java17.dependency]]
-        path = "PATH"
-        ```
-     
-    * Replace the above path with a maven dependency param
-       ```
-       [platform.java17.dependency]]
-       groupId = "org.postgresql"
-       artifactId = "postgresql"
-       version = "42.2.20"
-       ```
+* Add required configurations in the `Config.toml` file 
+
 # Run the example
  
 To run the example, move into the `query-operation` project and execute the below command.
  
-```
-$bal run
+```shell
+bal run
 ```
 It will build the `query-operation` Ballerina project and then run it.
 
@@ -35,7 +21,7 @@ It will build the `query-operation` Ballerina project and then run it.
 
 This gives the following output when running this project.
 
-```ballerina
+```shell
 Full Customer details: {"customerid":1,"firstname":"Peter","lastname":"Stuart","registrationid":1,"creditlimit":5000.75,"country":"USA"}
 Full Customer details: {"customerid":2,"firstname":"Dan","lastname":"Brown","registrationid":2,"creditlimit":10000.0,"country":"UK"}
 Total rows in customer table : 2