{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "\n",
    "# Save formatted_data as JSONL\n",
    "with open(\"mydata.jsonl\", \"w\") as outfile:\n",
    "    for entry in formatted_data:\n",
    "        json.dump(entry, outfile)\n",
    "        outfile.write(\"\\n\")\n",
    "\n",
    "# Now use it in the provided code\n",
    "import os\n",
    "import openai\n",
    "\n",
    "openai.api_key = '' ##add API key here\n",
    "openai.File.create(\n",
    "  file=open(\"mydata.jsonl\", \"rb\"),\n",
    "  purpose='fine-tune'\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "openai.FineTuningJob.create(training_file=\"file-XMpA2lwxpHwIdUYU8GehdT4C\", model=\"gpt-3.5-turbo\")\n",
    "#training file will need to be updated with the id from the upload once complete"
   ]
  }
 ],
 "metadata": {
  "language_info": {
   "name": "python"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}