diff --git a/apps/web-crawl-q-and-a/web-qa.ipynb b/apps/web-crawl-q-and-a/web-qa.ipynb
index ebe39af..87c530d 100644
--- a/apps/web-crawl-q-and-a/web-qa.ipynb
+++ b/apps/web-crawl-q-and-a/web-qa.ipynb
@@ -780,6 +780,10 @@
     "        chunk.append(sentence)\n",
     "        tokens_so_far += token + 1\n",
     "\n",
+    "    # Add the last chunk to the list of chunks\n",
+    "    if chunk:\n",
+    "        chunks.append(\". \".join(chunk) + \".\")\n",
+    "\n",
     "    return chunks\n",
     "    \n",
     "\n",