diff --git a/2_news_research_tool_project/notebooks/faiss_tutorial.ipynb b/2_news_research_tool_project/notebooks/faiss_tutorial.ipynb
index cb8af55..b3cb737 100644
--- a/2_news_research_tool_project/notebooks/faiss_tutorial.ipynb
+++ b/2_news_research_tool_project/notebooks/faiss_tutorial.ipynb
@@ -389,7 +389,7 @@
     }
    ],
    "source": [
-    "distances, I = index.search(new_vec, k=2)\n",
+    "distances, I = index.search(svec, k=2)\n",
     "distances"
    ]
   },