{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "cba1cb3c-c494-4d82-a5ef-1aa92422bc0e",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "c598629b-d066-419d-86d6-184f612c3672",
   "metadata": {},
   "outputs": [],
   "source": [
    "API_URL = \"https://api-inference.huggingface.co/models/lxyuan/distilgpt2-finetuned-finance\"\n",
    "headers = {\"Authorization\": f\"Bearer {os.environ['HG_api_key']}\"}\n",
    "\n",
    "def query(payload):\n",
    "\tresponse = requests.post(API_URL, headers=headers, json=payload)\n",
    "\treturn response.json()\n",
    "\t\n",
    "output = query({\n",
    "\t\"inputs\": \"Can you please let us know more details about your \",\n",
    "})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "de6cac32-cbd2-4372-a642-99841876b2db",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'generated_text': 'Can you please let us know more details about your  private investment experience or any other strategies you utilize! \\n\\nThank you in advance for your participation! \\n\\nIf I had been able to give in to this community, I would have'}]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8a7a4452-0f9a-4b1e-9efb-98c3d07de77a",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
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   "pygments_lexer": "ipython3",
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