{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "!pip install -r requirements.txt\n",
    "!pip install pyngrok"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "!streamlit run app.py &>\"/content/drive/MyDrive/Colab Notebooks/LangChatbot/MAIN PROJECT - Langchain - STREAMLIT/KEFY_BOT_Langchain_streamlit/logs_streamlit.txt\" &\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "!ngrok config add-authtoken 2Z7XecBchSB7U8OxYamQIBoDH4F_7huod8eqNPzz6W5hgu1Uz"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pyngrok import ngrok\n",
    "ngrok_tunnel = ngrok.connect(8502)\n",
    "print('Public URL:', ngrok_tunnel.public_url)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ngrok.kill()"
   ]
  }
 ],
 "metadata": {
  "language_info": {
   "name": "python"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}