diff --git a/end-to-end-use-cases/agents/DeepLearningai_Course_Notebooks/AI_Agentic_Design_Patterns_with_AutoGen_L4_Tool_Use_and_Conversational_Chess.ipynb b/end-to-end-use-cases/agents/DeepLearningai_Course_Notebooks/AI_Agentic_Design_Patterns_with_AutoGen_L4_Tool_Use_and_Conversational_Chess.ipynb
index 507e0ac8c..9605e3e8e 100644
--- a/end-to-end-use-cases/agents/DeepLearningai_Course_Notebooks/AI_Agentic_Design_Patterns_with_AutoGen_L4_Tool_Use_and_Conversational_Chess.ipynb
+++ b/end-to-end-use-cases/agents/DeepLearningai_Course_Notebooks/AI_Agentic_Design_Patterns_with_AutoGen_L4_Tool_Use_and_Conversational_Chess.ipynb
@@ -28,7 +28,7 @@
    "outputs": [],
    "source": [
     "!pip install chess\n",
-    "!pip install pyautogen"
+    "!pip install ag2"
    ]
   },
   {