{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import autogen\n",
    "\n",
    "config_list = autogen.config_list_from_json(env_or_file=\"OAI_CONFIG_LIST\")\n",
    "\n",
    "llm_config={\n",
    "    \"request_timeout\": 600,\n",
    "    \"seed\": 42,\n",
    "    \"config_list\": config_list,\n",
    "    \"temperature\": 0,\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "assistant = autogen.AssistantAgent(\n",
    "    name=\"assistant\",\n",
    "    llm_config=llm_config,\n",
    "    is_termination_msg=lambda x: True if \"TERMINATE\" in x.get(\"content\") else False,\n",
    ")\n",
    "\n",
    "user_proxy = autogen.UserProxyAgent(\n",
    "    name=\"user_proxy\",\n",
    "    human_input_mode=\"NEVER\",\n",
    "    is_termination_msg=lambda x: True if \"TERMINATE\" in x.get(\"content\") else False,\n",
    "    max_consecutive_auto_reply=10,\n",
    "    code_execution_config={\n",
    "        \"work_dir\": \"work_dir\",\n",
    "        \"use_docker\": True,\n",
    "    },\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "task1 = \"\"\"\n",
    "Give me the cheapest Vueling daily flight between Barcelona and Palma for everyday of next month.\n",
    "The URL to obtain it is this one:\n",
    "https://apiwww.vueling.com/api/FlightPrice/GetAllFlights?originCode={departure_station}&destinationCode={arrival_station}&year={year}&month={month}&currencyCode={currency_code}&monthsRange=17\n",
    "The 'departure_station' and 'arrival_station' parameters must be in IATA Code. Example: BCN, MAD, LCG.\" \n",
    "If the 'departure_station' or the 'arrival_station' is not in IATA code you must do the convertion. Example: Madrid = MAD\n",
    "The 'month' needs to be a number. If the 'month' given to you is not a number, then you must convert it. Example: February = 2\n",
    "\n",
    "The output of the calling call looks like this:\n",
    "[\n",
    "    {\n",
    "        \"ArrivalDate\": \"2023-11-01T00:00:00\",\n",
    "        \"ArrivalStation\": \"CDG\",\n",
    "        \"Availability\": 0,\n",
    "        \"ClassOfService\": \"C\",\n",
    "        \"Created\": \"0001-01-01T00:00:00\",\n",
    "        \"DepartureDate\": \"2023-11-01T06:00:00\",\n",
    "        \"DepartureStation\": \"BCN\",\n",
    "        \"Fare\": null,\n",
    "        \"FlightID\": \"8242\",\n",
    "        \"Price\": 119.99,\n",
    "        \"ProductClass\": null,\n",
    "        \"Sort\": 0,\n",
    "        \"Tax\": 0.0,\n",
    "        \"IsInvalidPrice\": false\n",
    "    }\n",
    "]\n",
    "\n",
    "Return the data in this format:\n",
    "vueling_prices = [\n",
    "    \"2023-11-01\": 17.46,\n",
    "    \"2023-11-02\": 19.46,\n",
    "    ...\n",
    "]    \n",
    "\"\"\"\n",
    "\n",
    "user_proxy.initiate_chat(assistant, message=task1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "task2 = \"\"\"\n",
    "Give me the cheapest Ryanair daily flight between Barcelona and Palma for everyday of next month.\n",
    "The URL to obtain it is this one:\n",
    "https://services-api.ryanair.com/farfnd/3/oneWayFares/{departure_station}/{arrival_station}/cheapestPerDay?outboundMonthOfDate={year}-{month}-01\n",
    "The 'departure_station' and 'arrival_station' parameters must be in IATA Code. Example: BCN, MAD, LCG.\" \n",
    "If the 'departure_station' or the 'arrival_station' is not in IATA code you must do the convertion. Example: Madrid = MAD\n",
    "The 'month' and 'year' needs to be a number. If the 'month' or 'year' given to you is not a number, then you must convert it. Example: February = 2\n",
    "You don't need to make multiple calls for every day of the month. A single request to the first day of the month will give you the cheapest prices for the entire month.\n",
    "\n",
    "Return the data in this format:\n",
    "ryanair_prices = [\n",
    "    \"2023-11-01\": 17.46,\n",
    "    \"2023-11-02\": 19.46,\n",
    "    ...\n",
    "]  \n",
    "\"\"\"\n",
    "\n",
    "user_proxy.initiate_chat(assistant, message=task2, clear_history=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "task3 = \"\"\"Use this data to generate a chart comparing the cheapest daily prices between Vueling and Ryanair flights.\n",
    "Save the chart in a png file\n",
    "\"\"\"\n",
    "user_proxy.initiate_chat(assistant, message=task3, clear_history=False)"
   ]
  }
 ],
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