diff --git a/notebooks/RAG_Chatbot_with_Chat_Embed_Rerank.ipynb b/notebooks/RAG_Chatbot_with_Chat_Embed_Rerank.ipynb
index 02effb83..25d9fc45 100644
--- a/notebooks/RAG_Chatbot_with_Chat_Embed_Rerank.ipynb
+++ b/notebooks/RAG_Chatbot_with_Chat_Embed_Rerank.ipynb
@@ -81,9 +81,7 @@
     "from unstructured.partition.html import partition_html\n",
     "from unstructured.chunking.title import chunk_by_title\n",
     "\n",
-    "# co = cohere.Client(\"COHERE_API_KEY\")\n",
-    "import os\n",
-    "co = cohere.Client(os.getenv(\"COHERE_API_KEY\"))"
+    "co = cohere.Client(\"COHERE_API_KEY\")"
    ]
   },
   {
@@ -460,7 +458,8 @@
     "            \n",
     "            for event in response:\n",
     "                stream_type = type(event).__name__\n",
-    "                    # Text\n",
+    "                \n",
+    "                # Text\n",
     "                if stream_type == \"StreamTextGeneration\":\n",
     "                    print(event.text, end=\"\")\n",
     "\n",
@@ -470,7 +469,8 @@
     "                        print(\"\\n\\nCITATIONS:\")\n",
     "                        citations_flag = True\n",
     "                    print(event.citations[0])\n",
-    "                    \n",
+    "                \n",
+    "                # Documents\n",
     "                if citations_flag:\n",
     "                    if stream_type == \"StreamingChat\":\n",
     "                        print(\"\\n\\nDOCUMENTS:\")\n",