{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "import handler\n",
    "import importlib\n",
    "\n",
    "importlib.reload(handler)\n",
    "\n",
    "import handler\n",
    "\n",
    "h = handler.EndpointHandler()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "import base64\n",
    "from pathlib import Path\n",
    "\n",
    "if not Path(\"What-is-an-infographic.jpg\").exists():\n",
    "    !wget https://visme.co/blog/wp-content/uploads/2020/02/What-is-an-infographic.jpg\n",
    "\n",
    "with open(\"What-is-an-infographic.jpg\", \"rb\") as f:\n",
    "    b64 = base64.b64encode(f.read())\n",
    "\n",
    "question = \"What percent of information do we understand through body language?\"\n",
    "\n",
    "payload = {\n",
    "    \"inputs\": {\n",
    "        \"image\": [b64.decode(\"utf-8\")]*2, \n",
    "        \"question\": [question]*2\n",
    "        }, \n",
    "    \"parameters\":{\n",
    "        \"max_new_tokens\": 10,\n",
    "    }}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'output': ['55%', '55%']}"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "h(payload)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.10.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}