diff --git a/examples/interaction.ipynb b/examples/interaction.ipynb
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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "0a839229-63b1-4d62-8336-dfec92e72eda",
+   "metadata": {},
+   "source": [
+    "# Using ipywidgets for user interaction"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7b3b4b32-0867-4454-952d-0199ad972957",
+   "metadata": {},
+   "source": [
+    "## Installation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "091f57f2-34dd-4ca7-bdc8-ed5ef19005aa",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!pip install ipywidgets"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "79396b89-219f-4cf0-a719-c4a46af2bc61",
+   "metadata": {},
+   "source": [
+    "## Using ipywidgets"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "868f5fae-1e30-404d-a70c-ced026efa105",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import ipywidgets as widgets"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ddda3c77-2744-4ef0-8b0d-6f7592e556df",
+   "metadata": {},
+   "source": [
+    "## Get all the images"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "250b2c53-77b7-4fee-bc55-649546afff34",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from os import listdir"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "561debf0-5bf6-4ad2-88d0-26d7be585aa8",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "images = []\n",
+    "\n",
+    "for file in listdir(\"../images\"):\n",
+    "    if \".png\" in file:\n",
+    "        images.append(\"../images/\" + file)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1a159184-31a1-4628-8a4d-ffcae3d4a5e5",
+   "metadata": {},
+   "source": [
+    "## Using GridSpectLayout"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e5954bd2-5f13-41b7-ad7f-1b21d0e4634e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from ipywidgets import GridspecLayout, Image, interact\n",
+    "paths = []\n",
+    "\n",
+    "checkboxes = [widgets.Checkbox(value=False, description='Favorite') for _ in range(len(images))]\n",
+    "\n",
+    "# Create the GridspecLayout widget\n",
+    "layout = GridspecLayout(n_columns=2, n_rows=len(images), width='400px')\n",
+    "for i, (img, checkbox) in enumerate(zip(images, checkboxes)):\n",
+    "  file = open(img, \"rb\")\n",
+    "  image = file.read()\n",
+    "  image_widget = widgets.Image(\n",
+    "    value=image,\n",
+    "    format='png',\n",
+    "    width=100,\n",
+    "    height=100,\n",
+    "  )\n",
+    "  layout[i,0] = image_widget\n",
+    "  layout[i, 1] = checkbox\n",
+    "\n",
+    "# Button to get selected images\n",
+    "button = widgets.Button(description=\"Select\")\n",
+    "\n",
+    "# Output widget to display selected images\n",
+    "output = widgets.Output()\n",
+    "\n",
+    "# Function to get selected images\n",
+    "def get_selected_images(btn):\n",
+    "    global paths\n",
+    "    paths = []\n",
+    "    selected_paths = [images[i] for i, checkbox in enumerate(checkboxes) if checkbox.value]\n",
+    "    with output:\n",
+    "        output.clear_output()\n",
+    "        print(\"Selected Images:\")\n",
+    "        for path in selected_paths:\n",
+    "            print(path)\n",
+    "            paths.append(path)\n",
+    "    print(paths)\n",
+    "        \n",
+    "\n",
+    "# Link button click event to function\n",
+    "button.on_click(get_selected_images)\n",
+    "\n",
+    "# Display the layout and button\n",
+    "display(layout, button, output)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8dbf7a77-41e0-430c-98b8-133cffaf2681",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "paths"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}