gemini-codes-week2

week2/community-contributions/Gemini-api.ipynb

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+{
+ "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": 15,
+   "id": "5fb5b749-d84b-4f8c-bfb9-2f5c4e8a2daa",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Google API Key exists and begins AIzaSyDU\n"
+     ]
+    }
+   ],
+   "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": 19,
+   "id": "6d331aaf-162b-499e-af7e-5e097e84f1bd",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Why was the Data Scientist sad?  \n",
+      "\n",
+      "Because they didn't get any arrays!\n",
+      "\n"
+     ]
+    }
+   ],
+   "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": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.11"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}