diff --git a/notebooks/cognee_hotpot_eval.ipynb b/notebooks/cognee_hotpot_eval.ipynb
index b57ad4365..23fc35976 100644
--- a/notebooks/cognee_hotpot_eval.ipynb
+++ b/notebooks/cognee_hotpot_eval.ipynb
@@ -123,7 +123,9 @@
     "- **Empowerment**: How well does the answer help the reader understand and make informed judgements about the topic?\n",
     "- **Directness**: How specifically and clearly does the answer address the question?\n",
     "- **F1 Score**: the harmonic mean of the precision and recall, using word-level Exact Match\n",
-    "- **EM Score**: the rate at which the predicted strings exactly match their references, ignoring white spaces and capitalization."
+    "- **EM Score**: the rate at which the predicted strings exactly match their references, ignoring white spaces and capitalization.\n",
+    "\n",
+    "We can also calculate scores based on the same metrics with promptfoo"
    ]
   },
   {