diff --git a/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/examples/literature-review.ipynb b/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/examples/literature-review.ipynb
index c513e8278723..d6615e6a292b 100644
--- a/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/examples/literature-review.ipynb
+++ b/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/examples/literature-review.ipynb
@@ -10,7 +10,7 @@
                 "\n",
                 "- **Arxiv Search Agent**: Use the Arxiv API to search for papers related to a given topic and return results.\n",
                 "- **Google Search Agent**: Use the Google Search api to find papers related to a given topic and return results.\n",
-                "- **Report Agent**: Generate a report based on the information collected by the search and stock analysis agents.\n",
+                "- **Report Agent**: Generate a report based on the information collected by the arxviv search and Google search agents.\n",
                 "\n",
                 "\n",
                 "First, let us import the necessary modules. "