diff --git a/generate_readme.ipynb b/generate_readme.ipynb
index dc57ff6f09..d4ee0a2cc2 100644
--- a/generate_readme.ipynb
+++ b/generate_readme.ipynb
@@ -40,12 +40,6 @@
    "execution_count": null,
    "id": "sitting-directory",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-11-05T16:46:05.875610Z",
-     "iopub.status.busy": "2023-11-05T16:46:05.875420Z",
-     "iopub.status.idle": "2023-11-05T16:46:08.325553Z",
-     "shell.execute_reply": "2023-11-05T16:46:08.324904Z"
-    },
     "tags": []
    },
    "outputs": [],
@@ -93,12 +87,6 @@
    "execution_count": null,
    "id": "guided-edgar",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-11-05T16:46:08.328829Z",
-     "iopub.status.busy": "2023-11-05T16:46:08.328438Z",
-     "iopub.status.idle": "2023-11-05T16:46:08.332213Z",
-     "shell.execute_reply": "2023-11-05T16:46:08.331643Z"
-    },
     "tags": []
    },
    "outputs": [],
@@ -139,12 +127,6 @@
    "execution_count": null,
    "id": "36c9011e-5f51-4779-8062-a627503100e1",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-11-05T16:46:08.334921Z",
-     "iopub.status.busy": "2023-11-05T16:46:08.334555Z",
-     "iopub.status.idle": "2023-11-05T16:46:08.530772Z",
-     "shell.execute_reply": "2023-11-05T16:46:08.530186Z"
-    },
     "tags": []
    },
    "outputs": [],
@@ -210,12 +192,6 @@
    "execution_count": null,
    "id": "7fa60d66-a43a-4ba3-abfb-ee1779afdfc3",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-11-05T16:46:08.533654Z",
-     "iopub.status.busy": "2023-11-05T16:46:08.533183Z",
-     "iopub.status.idle": "2023-11-05T16:46:08.536880Z",
-     "shell.execute_reply": "2023-11-05T16:46:08.536353Z"
-    },
     "tags": []
    },
    "outputs": [],
@@ -250,12 +226,6 @@
    "execution_count": null,
    "id": "f9a4c7b2-d667-4555-98ed-31786278e947",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-11-05T16:46:08.539399Z",
-     "iopub.status.busy": "2023-11-05T16:46:08.539100Z",
-     "iopub.status.idle": "2023-11-05T16:46:08.552845Z",
-     "shell.execute_reply": "2023-11-05T16:46:08.552214Z"
-    },
     "tags": []
    },
    "outputs": [],
@@ -385,12 +355,6 @@
    "execution_count": null,
    "id": "9f21cfbb-2bcc-4bca-81a4-fad14b081371",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-11-05T16:46:08.555180Z",
-     "iopub.status.busy": "2023-11-05T16:46:08.554989Z",
-     "iopub.status.idle": "2023-11-05T16:46:08.560769Z",
-     "shell.execute_reply": "2023-11-05T16:46:08.560243Z"
-    },
     "tags": []
    },
    "outputs": [],
@@ -478,12 +442,6 @@
    "execution_count": null,
    "id": "94dcc3bd-07e2-48a3-bf81-a327e940a934",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-11-05T16:46:08.563100Z",
-     "iopub.status.busy": "2023-11-05T16:46:08.562910Z",
-     "iopub.status.idle": "2023-11-05T16:46:08.566494Z",
-     "shell.execute_reply": "2023-11-05T16:46:08.565939Z"
-    },
     "tags": []
    },
    "outputs": [],
@@ -520,12 +478,6 @@
    "execution_count": null,
    "id": "e45fc17e-ba5a-4317-92b3-f6de4c1a0bde",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-11-05T16:46:08.568822Z",
-     "iopub.status.busy": "2023-11-05T16:46:08.568634Z",
-     "iopub.status.idle": "2023-11-05T16:46:11.420702Z",
-     "shell.execute_reply": "2023-11-05T16:46:11.420060Z"
-    },
     "tags": []
    },
    "outputs": [],
@@ -572,6 +524,18 @@
     "            new_title_cell\n",
     "        )\n",
     "        print(\"✅ Title cell successfully updated\")\n",
+    "        \n",
+    "    # Image URL\n",
+    "    image_url = \"\"\n",
+    "    aws_url = \"https://media.licdn.com/dms/image/C560BAQER_QnUTXrPJw/company-logo_200_200/0/1670264050886?e=1707350400&v=beta&t=MgLMbMJCebJ3_IYqkifY8XNrz4cp9Z29lDvXa8a0OL0\"\n",
+    "    linkedin_url = \"https://media.licdn.com/dms/image/C560BAQHaVYd13rRz3A/company-logo_200_200/0/1638831589865?e=1707350400&v=beta&t=43UtGFVTYryl189dtNZY69KCroFgdE4gfQEJLBsrbPI\"\n",
+    "    notion_url = \"https://media.licdn.com/dms/image/D560BAQGSOTc29sEYDA/company-logo_200_200/0/1680539341112/notionhq_logo?e=1707350400&v=beta&t=QqIF5DJE51fQ2wQINxrk96YU-sOCQDwWXAjZGH7aZxA\"\n",
+    "    if tool == \"AWS\":\n",
+    "        image_url = aws_url\n",
+    "    if tool == \"LinkedIn\":\n",
+    "        image_url = linkedin_url\n",
+    "    if tool == \"Notion\":\n",
+    "        image_url = notion_url\n",
     "\n",
     "    # Update json\n",
     "    new_json = {\n",
@@ -589,7 +553,7 @@
     "        \"open_in_chat\": open_in_chat,\n",
     "        \"notebook_url\": html_url,\n",
     "        \"imports\": imports,\n",
-    "        \"image_url\": \"\",\n",
+    "        \"image_url\": image_url,\n",
     "    }\n",
     "    json_templates.append(new_json)\n",
     "    \n",
@@ -623,12 +587,6 @@
    "execution_count": null,
    "id": "younger-consensus",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-11-05T16:46:11.423645Z",
-     "iopub.status.busy": "2023-11-05T16:46:11.423178Z",
-     "iopub.status.idle": "2023-11-05T16:46:11.428571Z",
-     "shell.execute_reply": "2023-11-05T16:46:11.428074Z"
-    },
     "tags": []
    },
    "outputs": [],
@@ -660,12 +618,6 @@
    "execution_count": null,
    "id": "2a95cba3-027c-4a57-8bfa-2ee1e9053bb7",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-11-05T16:46:11.430855Z",
-     "iopub.status.busy": "2023-11-05T16:46:11.430663Z",
-     "iopub.status.idle": "2023-11-05T16:46:11.461815Z",
-     "shell.execute_reply": "2023-11-05T16:46:11.461259Z"
-    },
     "tags": []
    },
    "outputs": [],
@@ -704,7 +656,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.18"
+   "version": "3.9.6"
   },
   "widgets": {
    "application/vnd.jupyter.widget-state+json": {