diff --git a/notebook/agentchat_graph_rag_falkordb.ipynb b/notebook/agentchat_graph_rag_falkordb.ipynb
index eaa7d8ab03..9db9f959a5 100644
--- a/notebook/agentchat_graph_rag_falkordb.ipynb
+++ b/notebook/agentchat_graph_rag_falkordb.ipynb
@@ -13,7 +13,7 @@
     "FalkorDB's GraphRAG-SDK is a dependency for this notebook, which can be installed with ag2 via pip:\n",
     "\n",
     "```bash\n",
-    "pip install ag2[graph_rag_falkor_db]\n",
+    "pip install ag2[graph-rag-falkor-db]\n",
     "```\n",
     "\n",
     "or if you have already installed ag2/autogen/pyautogen\n",