{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c8aef04b",
   "metadata": {},
   "outputs": [],
   "source": [
    "!pip install -U deepeval crewai"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e5d5faaf",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "\n",
    "os.environ[\"OPENAI_API_KEY\"] = \"<your-openai-api-key>\"\n",
    "os.environ[\"CONFIDENT_API_KEY\"] = \"<your-confident-api-key>\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f25915e1",
   "metadata": {},
   "outputs": [],
   "source": [
    "from deepeval.integrations.crewai import instrument_crewai\n",
    "\n",
    "instrument_crewai()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "495b42cc",
   "metadata": {},
   "outputs": [],
   "source": [
    "from crewai import Task, Crew, Agent\n",
    "from crewai.tools import tool"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "32814c27",
   "metadata": {},
   "outputs": [],
   "source": [
    "@tool\n",
    "def get_weather(city: str) -> str:\n",
    "    \"\"\"Fetch weather data for a given city. Returns temperature and conditions.\"\"\"\n",
    "    weather_data = {\n",
    "        \"New York\": {\n",
    "            \"temperature\": \"72°F\",\n",
    "            \"condition\": \"Partly Cloudy\",\n",
    "            \"humidity\": \"65%\",\n",
    "        },\n",
    "        \"London\": {\n",
    "            \"temperature\": \"60°F\",\n",
    "            \"condition\": \"Rainy\",\n",
    "            \"humidity\": \"80%\",\n",
    "        },\n",
    "        \"Tokyo\": {\n",
    "            \"temperature\": \"75°F\",\n",
    "            \"condition\": \"Sunny\",\n",
    "            \"humidity\": \"55%\",\n",
    "        },\n",
    "        \"Paris\": {\n",
    "            \"temperature\": \"68°F\",\n",
    "            \"condition\": \"Cloudy\",\n",
    "            \"humidity\": \"70%\",\n",
    "        },\n",
    "        \"Sydney\": {\n",
    "            \"temperature\": \"82°F\",\n",
    "            \"condition\": \"Clear\",\n",
    "            \"humidity\": \"50%\",\n",
    "        },\n",
    "    }\n",
    "\n",
    "    if city in weather_data:\n",
    "        weather = weather_data[city]\n",
    "        return f\"Weather in {city}: {weather['temperature']}, {weather['condition']}, Humidity: {weather['humidity']}\"\n",
    "    else:\n",
    "        return f\"Weather in {city}: 70°F, Clear, Humidity: 60% (default data)\"\n",
    "\n",
    "\n",
    "agent = Agent(\n",
    "    role=\"Weather Reporter\",\n",
    "    goal=\"Provide accurate and helpful weather information to users.\",\n",
    "    backstory=\"An experienced meteorologist who loves helping people plan their day with accurate weather reports.\",\n",
    "    tools=[get_weather],\n",
    "    verbose=True,\n",
    ")\n",
    "\n",
    "task = Task(\n",
    "    description=\"Get the current weather for {city} and provide a helpful summary.\",\n",
    "    expected_output=\"A clear weather report including temperature, conditions, and humidity.\",\n",
    "    agent=agent,\n",
    ")\n",
    "\n",
    "crew = Crew(\n",
    "    agents=[agent],\n",
    "    tasks=[task],\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0bd21c50",
   "metadata": {},
   "outputs": [],
   "source": [
    "result = crew.kickoff({\"city\": \"London\"})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "51a207f6",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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