diff --git a/docs/en/samples/pre_post_processing/python.md b/docs/en/samples/pre_post_processing/python.md
index bae91eaed6..20911c3439 100644
--- a/docs/en/samples/pre_post_processing/python.md
+++ b/docs/en/samples/pre_post_processing/python.md
@@ -16,7 +16,14 @@ This guide demonstrates how to implement these patterns in your Toolbox applicat
 
 {{< tabpane persist=header >}}
 {{% tab header="ADK" text=true %}}
-Coming soon.
+The following example demonstrates how to use `ToolboxToolset` with ADK's pre and post processing hooks to implement pre and post processing for tool calls.
+
+```py
+{{< include "python/adk/agent.py" >}}
+```
+You can also add model-level (`before_model_callback`, `after_model_callback`) and agent-level (`before_agent_callback`, `after_agent_callback`) hooks to intercept messages at different stages of the execution loop. 
+
+For more information, see the [ADK Callbacks documentation](https://google.github.io/adk-docs/callbacks/types-of-callbacks/).
 {{% /tab %}}
 {{% tab header="Langchain" text=true %}}
 The following example demonstrates how to use `ToolboxClient` with LangChain's middleware to implement pre and post processing for tool calls.