add markdown

week2/community-contributions/week2_multimodal_chatbot_with_audio.ipynb

@@ -1,8 +1,31 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "ad900e1c-b4a9-4f05-93d5-e364fae208dd",
+   "metadata": {},
+   "source": [
+    "# Multimodal Expert Tutor\n",
+    "\n",
+    "An AI assistant which leverages expertise from other sources for you.\n",
+    "\n",
+    "Features:\n",
+    "- Multimodal\n",
+    "- Uses tools\n",
+    "- Streams responses\n",
+    "- Reads out the responses after streaming\n",
+    "- Coverts voice to text during input\n",
+    "\n",
+    "Scope for Improvement\n",
+    "- Read response faster (as streaming starts)\n",
+    "- code optimization\n",
+    "- UI enhancements\n",
+    "- Make it more real time"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "id": "c1070317-3ed9-4659-abe3-828943230e03",
    "metadata": {},
    "outputs": [],
@@ -375,42 +398,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": null,
    "id": "4ded9b3f-83e1-4971-9714-4894f2982b5a",
    "metadata": {
     "scrolled": true
    },
-   "outputs": [
+   "outputs": [],
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "* Running on local URL:  http://127.0.0.1:7866\n",
-      "\n",
-      "To create a public link, set `share=True` in `launch()`.\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div><iframe src=\"http://127.0.0.1:7866/\" 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": 31,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
    "source": [
     "with gr.Blocks() as ui:\n",
     "    with gr.Row():\n",