From 9771aa47df04906ae4dfff41f335fe2050adebb3 Mon Sep 17 00:00:00 2001
From: Twisha Bansal <58483338+twishabansal@users.noreply.github.com>
Date: Wed, 4 Feb 2026 14:58:53 +0530
Subject: [PATCH] Update python.md

---
 docs/en/samples/pre_post_processing/python.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/en/samples/pre_post_processing/python.md b/docs/en/samples/pre_post_processing/python.md
index 23bdf98bf5..bae91eaed6 100644
--- a/docs/en/samples/pre_post_processing/python.md
+++ b/docs/en/samples/pre_post_processing/python.md
@@ -12,7 +12,7 @@ This tutorial assumes that you have set up a basic toolbox application as descri
 
 This guide demonstrates how to implement these patterns in your Toolbox applications.
 
-## Python
+## Implementation
 
 {{< tabpane persist=header >}}
 {{% tab header="ADK" text=true %}}
@@ -28,4 +28,4 @@ The following example demonstrates how to use `ToolboxClient` with LangChain's m
 For more information, see the [LangChain Middleware documentation](https://docs.langchain.com/oss/python/langchain/middleware/custom#wrap-style-hooks).
 You can also add model-level (`wrap_model`) and agent-level (`before_agent`, `after_agent`) hooks to intercept messages at different stages of the execution loop. See the [LangChain Middleware documentation](https://docs.langchain.com/oss/python/langchain/middleware/custom#wrap-style-hooks) for details on these additional hook types.
 {{% /tab %}}
-{{< /tabpane >}}
\ No newline at end of file
+{{< /tabpane >}}