{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "147ce61d-b10e-478e-8300-2fb3101f617c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# imports\n",
    "\n",
    "import os\n",
    "from dotenv import load_dotenv\n",
    "from openai import OpenAI\n",
    "import anthropic\n",
    "from IPython.display import Markdown, display, update_display"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "2dab29c1-3a8d-45bc-9f45-407419449ba9",
   "metadata": {},
   "outputs": [],
   "source": [
    "import google.generativeai"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5fb5b749-d84b-4f8c-bfb9-2f5c4e8a2daa",
   "metadata": {},
   "outputs": [],
   "source": [
    "load_dotenv()\n",
    "# openai_api_key = os.getenv('OPENAI_API_KEY')\n",
    "# anthropic_api_key = os.getenv('ANTHROPIC_API_KEY')\n",
    "google_api_key = os.getenv('GOOGLE_API_KEY')\n",
    "\n",
    "if google_api_key:\n",
    "    print(f\"Google API Key exists and begins {google_api_key[:8]}\")\n",
    "else:\n",
    "    print(\"Google API Key not set\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "d34ee171-2647-47cf-9336-2d016480656f",
   "metadata": {},
   "outputs": [],
   "source": [
    "google.generativeai.configure()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "856212a1-d07a-400b-9cef-a198e22f26ac",
   "metadata": {},
   "outputs": [],
   "source": [
    "system_message = \"You are an assistant that is great at telling jokes\"\n",
    "user_prompt = \"Tell a light-hearted joke for an audience of Data Scientists\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "47289056-cc2b-4d2d-9e18-ecd65c0f3232",
   "metadata": {},
   "outputs": [],
   "source": [
    "prompts = [\n",
    "    {\"role\": \"system\", \"content\": system_message},\n",
    "    {\"role\": \"user\", \"content\": user_prompt}\n",
    "  ]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6d331aaf-162b-499e-af7e-5e097e84f1bd",
   "metadata": {},
   "outputs": [],
   "source": [
    "# The API for Gemini has a slightly different structure.\n",
    "# I've heard that on some PCs, this Gemini code causes the Kernel to crash.\n",
    "# If that happens to you, please skip this cell and use the next cell instead - an alternative approach.\n",
    "\n",
    "gemini = google.generativeai.GenerativeModel(\n",
    "    model_name='gemini-1.5-flash',\n",
    "    system_instruction=system_message\n",
    ")\n",
    "response = gemini.generate_content(user_prompt)\n",
    "print(response.text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b727ee91-92b8-4d62-9a03-1b85a76b905c",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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