diff --git a/docs/tools/google-cloud-tools.md b/docs/tools/google-cloud-tools.md
index d3e7d576d..ad4e17f55 100644
--- a/docs/tools/google-cloud-tools.md
+++ b/docs/tools/google-cloud-tools.md
@@ -140,6 +140,9 @@ With **ApplicationIntegrationToolset**, you can seamlessly give your agents secu
 
 It supports both on-premise and SaaS applications. In addition, you can turn your existing Application Integration process automations into agentic workflows by providing application integration workflows as tools to your ADK agents.
 
+Federated search within Application Integration lets you use ADK agents to query multiple enterprise applications and data sources simultaneously. For more information, watch [Federated search in Application Integration](https://www.youtube.com/watch?v=JdlWOQe5RgU&t=15s).
+
+
 ### Prerequisites
 
 
@@ -485,7 +488,7 @@ workflow as a tool for your agent or create a new one.
 
     To update the `agent.java` file and add the tool to your agent, use the following code:
 
-    ```java
+      ```java
           import com.google.adk.agent.LlmAgent;
           import com.google.adk.tools.BaseTool;
           import com.google.common.collect.ImmutableList;
@@ -513,7 +516,7 @@ workflow as a tool for your agent or create a new one.
                     // For example, you can start a conversation with the agent.
                 }
             }
-      ```
+        ```
         
     **Note:** To find the list of supported entities and actions for a
         connection, use these Connector APIs: `listActions`, `listEntityTypes`.