NodeJS

    AI Innovation: Create your first AI Chatbot Using Google Gemini, Node and React


    Introduction

    In the technically growing world, everyone requires rapid digital solutions to succeed. Customer support has also become a core component that is mostly served by chatbots. Thus, using NodeJS and Express as server-side frameworks, an application that allows for building a scalable chatbot was developed for further intelligent conversation using the Google Gemini API. This guide also goes through constructing the chatbot using these tools. For the frontend display, we have used ReactJS.

    Steps to create chatbot app using google gemini, NodeJS and ReactJS

     

    1. Generate Key

    Generate a Google Gemini key from here.

    2. Create App

    Build a new NodeJS project. Change your directory to where your project is in your terminal and type this command.

    mkdir gemini-chatbot

    cd gemini-chatbotnpm init -y

    3. Install necessary dependencies

    Install the necessary dependencies for your project. Also, install the @openai/gemini package for interacting with Gemini AI.

    npm install axios @openai/gemini express dotenv  

    4. Create .env file

    Create a dotenv(.env) file in your project directory and add your Gemini API credentials.

    API_KEY=*******************

     

    Now, replace ******************* with your generated Gemini API key.

    5. Create index file

    Create a new file in the NodeJS application as index.js in your project directory. Add the following code there.

    6. Testing by hitting api call

    Testing Your Chatbot

    Now, Test the chatbot by hitting the api endpoint and adding the query parameters to it. To make it easy and intractable, we will create a React app, connect an API and get the responses.

    7. Create react app

    Create a ReactJS app Using command

    npx create-react-app gemini-chatbotcd gemini-chatbotnpm start

    8. Components creation

    Create component Gen.js and Gen.css and call it in App.js

    9. Run your Project

    Hit npm start and it will load the application at http://localhost:3000. Ready to transform your business with our technology solutions?   Contact Us today to Leverage Our NodeJS Expertise.

    Share

    facebook
    LinkedIn
    Twitter
    Mail
    NodeJS

    Related Center Of Excellence