diff --git a/notebook/tools_browser_use.ipynb b/notebook/tools_browser_use.ipynb
index 1d11f2d2a..9110157d4 100644
--- a/notebook/tools_browser_use.ipynb
+++ b/notebook/tools_browser_use.ipynb
@@ -10,7 +10,7 @@
     "\n",
     "Now, we have taken AG2 to the next level by integrating the [`browser-use`](https://github.com/browser-use/browser-use) framework.\n",
     "\n",
-    "With `browser-use`,your agents can navigate websites, gather dynamic content, and interact with web pages. This opens up new possibilities for tasks like data collection, web automation, and more. \n",
+    "With `browser-use` ,your agents can navigate websites, gather dynamic content, and interact with web pages. This opens up new possibilities for tasks like data collection, web automation, and more. \n",
     "\n"
    ]
   },
@@ -131,7 +131,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "The `user_proxy.initiate_chat()` method triggers the assistant to perform a web browsing task, such as searching for \"ag2\" on Reddit, clicking the first post, and extracting the first comment. The assistant then executes the task using the BrowserUseTool and returns the extracted content to the user."
+    "The `user_proxy.initiate_chat()` method triggers the assistant to perform a web browsing task, such as searching for \"ag2\" on Reddit, clicking the first post, and extracting the first comment. The assistant then executes the task using the `BrowserUseTool` and returns the extracted content to the user."
    ]
   },
   {