diff --git a/vector-search-lab.ipynb b/vector-search-lab.ipynb
index 71780fe..6f662b5 100644
--- a/vector-search-lab.ipynb
+++ b/vector-search-lab.ipynb
@@ -146,6 +146,13 @@
     "# Step 3: Generating embeddings"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "📚 https://huggingface.co/sentence-transformers/clip-ViT-B-32#usage"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -171,9 +178,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### For images\n",
-    "\n",
-    "📚 https://huggingface.co/sentence-transformers/clip-ViT-B-32#usage"
+    "### For images"
    ]
   },
   {