Refactored

Author: bansalkanav

Module 9 - GenAI (LLMs and Prompt Engineering)/4. Google Gemini Walkthrough/Untitled.ipynb

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+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "d51ed763-72b9-4f29-b10e-b75c537597c9",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# ! pip install google-generativeai"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "9d1d7b5d-b943-4bab-bbbe-8a176fd5130e",
+ "metadata": {},
+ "source": [
+ "## **Importing Google Gemini AI**"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "dfb7d1b8-f430-4f9b-b2a4-417a8db6313c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import google.generativeai as genai"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b3e0b31b-e2db-43e7-9999-347e3c441724",
+ "metadata": {},
+ "source": [
+ "## **Setting the API Key**"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "0ad6eea9-585d-427f-aa76-da4d26111804",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "f = open(\"keys/.gemini.txt\")\n",
+ "key = f.read()\n",
+ "\n",
+ "genai.configure(api_key=key)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "991360dd-a618-479a-904d-5e07661e2697",
+ "metadata": {},
+ "source": [
+ "## **Available Models**"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "672b0037-b730-4955-9402-bbecf0f27fe1",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "models/gemini-1.0-pro\n",
+ "models/gemini-1.0-pro-001\n",
+ "models/gemini-1.0-pro-latest\n",
+ "models/gemini-1.0-pro-vision-latest\n",
+ "models/gemini-1.5-pro-latest\n",
+ "models/gemini-pro\n",
+ "models/gemini-pro-vision\n"
+ ]
+ }
+ ],
+ "source": [
+ "for m in genai.list_models():\n",
+ " if 'generateContent' in m.supported_generation_methods:\n",
+ " print(m.name)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7ef743af-5075-469a-9126-200e13439f7c",
+ "metadata": {},
+ "source": [
+ "## **Prompting the Gemini Model**"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "74ced0d0-98ef-48a5-bb03-8372a4576604",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "planet.\n"
+ ]
+ }
+ ],
+ "source": [
+ "model = genai.GenerativeModel(model_name=\"gemini-pro\")\n",
+ "\n",
+ "user_prompt = \"\"\"Complete the following:\n",
+ " In our solar system, Earth is a \"\"\"\n",
+ "\n",
+ "response = model.generate_content(user_prompt)\n",
+ "\n",
+ "print(response.text)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "ab0e6f5b-63c6-4d7d-a488-ed22c6344a77",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "In our solar system, Earth is a terrestrial or rocky planet, composed primarily of metals and minerals. It is the third planet from the Sun, residing in the inner solar system.\n"
+ ]
+ }
+ ],
+ "source": [
+ "model = genai.GenerativeModel(model_name=\"gemini-pro\")\n",
+ "\n",
+ "user_prompt = \"\"\"Generate some factual information to complete the following in 2-3 lines:\n",
+ " In our solar system, Earth is a \"\"\"\n",
+ "\n",
+ "response = model.generate_content(user_prompt)\n",
+ "\n",
+ "print(response.text)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "27c53a90-0a98-4404-87b2-1d17e5bca01f",
+ "metadata": {},
+ "source": [
+ "## **Converstation AI using Gemini AI**"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "513a14c4-0211-473c-80d8-90a918376cac",
+ "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": "3.9.13"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}