diff --git a/week2/community-contributions/kwabena/week2_solution_.ipynb b/week2/community-contributions/kwabena/week2_solution_.ipynb
index 81af8bb..9b1f22e 100644
--- a/week2/community-contributions/kwabena/week2_solution_.ipynb
+++ b/week2/community-contributions/kwabena/week2_solution_.ipynb
@@ -18,7 +18,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": null,
    "id": "df46689d",
    "metadata": {},
    "outputs": [],
@@ -33,18 +33,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": null,
    "id": "c7416a2a",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "OpenAI API Key exists and begins sk-proj-\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "# Initialization\n",
     "load_dotenv(override=True)\n",
@@ -61,7 +53,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": null,
    "id": "86966749",
    "metadata": {},
    "outputs": [],
@@ -86,7 +78,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": null,
    "id": "d34e5b81",
    "metadata": {},
    "outputs": [],
@@ -112,39 +104,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": null,
    "id": "32350869",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "* Running on local URL:  http://127.0.0.1:7876\n",
-      "* To create a public link, set `share=True` in `launch()`.\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div><iframe src=\"http://127.0.0.1:7876/\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.HTML object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/plain": []
-     },
-     "execution_count": 40,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "#Gradio Interface\n",
     "with gr.Blocks() as ui:\n",