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    <title>DEV Community: Gift Uhiene</title>
    <description>The latest articles on DEV Community by Gift Uhiene (@giftea).</description>
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      <title>Build a full-stack JAMStack application with Xata, Cloudinary, and NextJs</title>
      <dc:creator>Gift Uhiene</dc:creator>
      <pubDate>Wed, 23 Nov 2022 10:37:03 +0000</pubDate>
      <link>https://dev.to/hackmamba/build-a-full-stack-jamstack-application-with-xata-cloudinary-and-nextjs-50pd</link>
      <guid>https://dev.to/hackmamba/build-a-full-stack-jamstack-application-with-xata-cloudinary-and-nextjs-50pd</guid>
      <description>&lt;p&gt;There’s been a recent surge of interest in serverless cloud products due to scalability, high transparency, faster performance, cost-effectiveness, instant availability, and operating infrastructure support.&lt;/p&gt;

&lt;p&gt;Serverless doesn’t mean “no servers”. It means developers don’t have to manage the servers. The server is managed by a service provider, and the necessary resources are automatically assigned to developers. This means, as a developer, you can focus more on developing your website or service without worrying about underlying infrastructure and servers. &lt;/p&gt;

&lt;p&gt;&lt;a href="https://jamstack.org/?utm_source=hackmamba&amp;amp;utm_campaign=hackmamba-hackathon&amp;amp;utm_medium=hackmamba-blog"&gt;JAMStack&lt;/a&gt; compliments serverless technology, and in this article, you will learn how to build a full-stack JAMStack application using &lt;a href="https://xata.io/?utm_source=hackmamba&amp;amp;utm_campaign=hackmamba-hackathon&amp;amp;utm_medium=hackmamba-blog"&gt;Xata&lt;/a&gt;, &lt;a href="https://cloudinary.com/?utm_source=hackmamba&amp;amp;utm_campaign=hackmamba-hackathon&amp;amp;utm_medium=hackmamba-blog"&gt;Cloudinary&lt;/a&gt;, and &lt;a href="https://nextjs.org/?utm_source=hackmamba&amp;amp;utm_campaign=hackmamba-hackathon&amp;amp;utm_medium=hackmamba-blog"&gt;Next.js&lt;/a&gt;. Check out the &lt;a href="https://fanciful-puppy-ae9976.netlify.app/"&gt;live demo&lt;/a&gt; and &lt;a href="https://github.com/Giftea/img-hub-deploy"&gt;source code&lt;/a&gt; of the Image gallery application you’ll build at the end of this tutorial.&lt;/p&gt;

&lt;h2&gt;
  
  
  Tech Stack
&lt;/h2&gt;

&lt;p&gt;Jamstack is unique because it encourages you to combine various technologies to build a full-stack application.  The following technologies will be used to build an Image gallery:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Next.js&lt;/strong&gt; is a React framework for building single-page Javascript applications. With Next.js, you can utilize serverless functions to build your application's front end and backend without the need for a backend framework.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Xata&lt;/strong&gt; is a serverless database with a built-in search and analytics engine. It has an excellent developer experience as it provides an easy-to-navigate dashboard, well-written documentation, a playground, and code snippets.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Cloudinary&lt;/strong&gt; is an end-to-end solution for digital media, Cloudinary offers a complete and safe API for quickly uploading media assets.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Netlify&lt;/strong&gt; is a web hosting platform.&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Prerequisites
&lt;/h2&gt;

&lt;p&gt;Before getting started with this tutorial, you should have the following:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Knowledge of React and React hooks&lt;/li&gt;
&lt;li&gt;Basic understanding of ES6 Javascript features&lt;/li&gt;
&lt;li&gt;
&lt;code&gt;yarn&lt;/code&gt; or &lt;code&gt;npm&lt;/code&gt; installed as a package manager&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Getting Started
&lt;/h2&gt;

&lt;p&gt;Clone the starter project in your preferred directory with the &lt;code&gt;git&lt;/code&gt; command below:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;git clone --branch starter https://github.com/Giftea/image-hub.git
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;Run &lt;code&gt;yarn&lt;/code&gt; or &lt;code&gt;npm install&lt;/code&gt; to install all dependencies, and  &lt;code&gt;yarn dev&lt;/code&gt; or &lt;code&gt;npm run dev&lt;/code&gt; to start the project on &lt;a href="http://localhost:3000/"&gt;http://localhost:3000&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Setting Up Xata
&lt;/h2&gt;

&lt;p&gt;To use Xata, you have to create an account and set up your development environment. Kindly visit &lt;a href="https://app.xata.io/signin?utm_source=hackmamba&amp;amp;utm_campaign=hackmamba-hackathon&amp;amp;utm_medium=hackmamba-blog"&gt;Xata&lt;/a&gt; and create an account.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--FK7_o7VZ--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667654497858_Screenshot%2B2022-11-05%2Bat%2B14.20.15.png" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--FK7_o7VZ--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667654497858_Screenshot%2B2022-11-05%2Bat%2B14.20.15.png" alt="Xata workspace" width="880" height="503"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Automatically, a &lt;strong&gt;workspace&lt;/strong&gt; is created for you. A workspace is similar to a GitHub organization; it’s a grouping of databases, where you can also invite collaborators and work together on those databases.&lt;/p&gt;

&lt;p&gt;Let’s create your first database. Click the “&lt;strong&gt;Add a database&lt;/strong&gt;” button to create a database in your new workspace.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--vQclCbdI--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667655043727_Screenshot%2B2022-11-05%2Bat%2B14.29.45.png" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--vQclCbdI--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667655043727_Screenshot%2B2022-11-05%2Bat%2B14.29.45.png" alt="Xata Database" width="880" height="503"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;With the click of a button, a full-featured database was created. The database schema is made up of tables, which you will use to design the business model of your website.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--2oD593ON--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667655886056_Screenshot%2B2022-11-05%2Bat%2B14.44.30.png" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--2oD593ON--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667655886056_Screenshot%2B2022-11-05%2Bat%2B14.44.30.png" alt="Database Schema" width="880" height="503"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Let’s add a table. Click the “&lt;strong&gt;Add a table&lt;/strong&gt;” button to add a table with the name “&lt;strong&gt;images”&lt;/strong&gt;. Automatically, the new table has a column &lt;strong&gt;id&lt;/strong&gt;, a unique id is generated for every record on a table.&lt;/p&gt;

&lt;p&gt;Each image should have an image URL and tags. Go ahead and add two new columns to the images table:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;code&gt;img_url&lt;/code&gt;: String&lt;/li&gt;
&lt;li&gt;
&lt;code&gt;tags&lt;/code&gt;: Multiple Select&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--tAY_6mLC--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_66%2Cw_880/https://i.imgur.com/CPOh9Vm.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--tAY_6mLC--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_66%2Cw_880/https://i.imgur.com/CPOh9Vm.gif" alt="Create Columns" width="728" height="978"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The image gallery will have users, and each user can create an image, so let’s create a new “&lt;strong&gt;users”&lt;/strong&gt; table and link it to our images table. Add the following columns to the new &lt;strong&gt;users&lt;/strong&gt; table:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;code&gt;firstname&lt;/code&gt;: String&lt;/li&gt;
&lt;li&gt;
&lt;code&gt;lastname&lt;/code&gt;: String&lt;/li&gt;
&lt;li&gt;
&lt;code&gt;password&lt;/code&gt;: String&lt;/li&gt;
&lt;li&gt;
&lt;code&gt;email&lt;/code&gt;: Xata provides an “Email” type for emails. Also, mark email as “Unique”&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--H0kdp9gY--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667762316531_Group%2B37.png" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--H0kdp9gY--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667762316531_Group%2B37.png" alt="user table" width="808" height="703"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Now, let’s link the &lt;strong&gt;users&lt;/strong&gt; table to the images table. To do this, add a new column to the images table, give it a type of “&lt;strong&gt;Link”&lt;/strong&gt;, name it &lt;code&gt;user&lt;/code&gt;, and select the &lt;strong&gt;users&lt;/strong&gt; table to link both tables.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--lfUl0Ikr--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667658271470_Screenshot%2B2022-11-05%2Bat%2B15.24.03.png" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--lfUl0Ikr--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667658271470_Screenshot%2B2022-11-05%2Bat%2B15.24.03.png" alt="Link user table" width="880" height="653"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The database schema for the project is all set; database management has never been simpler. The following steps will be taken to set up the Xata development environment on our local machine:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Run &lt;code&gt;npm install @xata.io/cli -g&lt;/code&gt; to install the CLI globally&lt;/li&gt;
&lt;li&gt;Next run &lt;code&gt;xata auth login&lt;/code&gt; in your terminal

&lt;ul&gt;
&lt;li&gt;Select “&lt;strong&gt;Create  new API key in browser&lt;/strong&gt;”&lt;/li&gt;
&lt;li&gt;Give your API key a name to create an API key&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;
&lt;li&gt;Now Xata CLI is installed and you’re authorized, navigate back to your Xata dashboard &lt;/li&gt;
&lt;li&gt;On the left sidebar, click on the &lt;strong&gt;images&lt;/strong&gt; table&lt;/li&gt;
&lt;li&gt;Click the “&lt;strong&gt;&amp;lt;/&amp;gt; Get code snippet&lt;/strong&gt;” button at the top right corner&lt;/li&gt;
&lt;li&gt;You should see some commands to setup dev environment&lt;/li&gt;
&lt;li&gt;We’ve installed the CLI already so copy the second command&lt;/li&gt;
&lt;li&gt;Back in your terminal run the command in your project folder&lt;/li&gt;
&lt;li&gt;Select the following options for the prompts:
&lt;/li&gt;
&lt;/ul&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;    ✔ Do you want to use code generation in your project? › Generate JavaScript code with ES modules
    ✔ Choose the output file for the code generator … src/xata.js
    ✔ Do you want to generate the TypeScript declarations? … no
    ✔ Choose a default development branch (fallback branch). › &amp;lt;None&amp;gt;
     ›   Warning: Your .env file already contains an API key. The old API key will be ignored after updating the file.
    ✔ Your XataClient is generated at ./src/xata.js
    ✔ Project configured successfully.
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;In the root of your project, you should see an &lt;code&gt;env&lt;/code&gt; file with your &lt;code&gt;XATA_API_KEY&lt;/code&gt; and your &lt;code&gt;XataClient&lt;/code&gt; in &lt;code&gt;/src/xata.js&lt;/code&gt;.&lt;/p&gt;

&lt;p&gt;All Xata configurations are done. Let’s start writing some code!&lt;/p&gt;

&lt;h2&gt;
  
  
  Create User
&lt;/h2&gt;

&lt;p&gt;Add a new file to the &lt;code&gt;/pages/api/&lt;/code&gt; directory, name it &lt;code&gt;register.js&lt;/code&gt; and add the code block below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;    &lt;span class="c1"&gt;// pages/api/register.js&lt;/span&gt;
    &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;getXataClient&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;../../src/xata&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="c1"&gt;// import XataClient func&lt;/span&gt;
    &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;promisify&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;util&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="nx"&gt;bcrypt&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;bcryptjs&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="c1"&gt;// bcrypt to hash user password&lt;/span&gt;

    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;hash&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;promisify&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;bcrypt&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;hash&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt; &lt;span class="c1"&gt;// hash password&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;xata&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;getXataClient&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt; &lt;span class="c1"&gt;// initialize XataClient&lt;/span&gt;

    &lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;default&lt;/span&gt; &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nx"&gt;register&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;req&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;res&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;firstname&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;lastname&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;email&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;password&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;req&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;body&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="c1"&gt;// destructure user input from req.body&lt;/span&gt;
      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;userExist&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;xata&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;users&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;filter&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="nx"&gt;email&lt;/span&gt; &lt;span class="p"&gt;}).&lt;/span&gt;&lt;span class="nx"&gt;getFirst&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt; &lt;span class="c1"&gt;// fetch user from database using email address&lt;/span&gt;

      &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;userExist&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nx"&gt;res&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;status&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;400&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
        &lt;span class="k"&gt;throw&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nb"&gt;Error&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;User already exists&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt; &lt;span class="c1"&gt;// throw error if user with email already exists&lt;/span&gt;
      &lt;span class="p"&gt;}&lt;/span&gt;

      &lt;span class="c1"&gt;// CREATE A NEW USER IF NO USER WITH THE EMAIL ADDRESS EXISTS&lt;/span&gt;
      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;user&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;xata&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;users&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;create&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;
        &lt;span class="nx"&gt;firstname&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="nx"&gt;lastname&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="nx"&gt;email&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="na"&gt;password&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;hash&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;password&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;10&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
      &lt;span class="p"&gt;});&lt;/span&gt;

      &lt;span class="nx"&gt;res&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;json&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="na"&gt;message&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Success&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt; &lt;span class="p"&gt;});&lt;/span&gt;
      &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;!&lt;/span&gt;&lt;span class="nx"&gt;user&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nx"&gt;res&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;status&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;400&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
        &lt;span class="k"&gt;throw&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nb"&gt;Error&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Invalid user data&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
      &lt;span class="p"&gt;}&lt;/span&gt;
    &lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;In the code block above, &lt;code&gt;getXataClient&lt;/code&gt; is used to initialize &lt;code&gt;xata&lt;/code&gt; and &lt;code&gt;bcrypt&lt;/code&gt; is used to create a &lt;code&gt;hash&lt;/code&gt; for the user’s password.&lt;/p&gt;

&lt;p&gt;In the &lt;code&gt;register&lt;/code&gt; function,  the user’s details are destructured from &lt;code&gt;req.body&lt;/code&gt;, and the user &lt;code&gt;email&lt;/code&gt; is used to check if the user already exists. If the user exists, an &lt;code&gt;error&lt;/code&gt; is returned, otherwise, a new user account is created and added to the database.&lt;/p&gt;

&lt;p&gt;Navigate to &lt;code&gt;/pages/register.js&lt;/code&gt; and update the &lt;code&gt;handleOnSubmit&lt;/code&gt; function as shown below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;  &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;handleOnSubmit&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;e&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
   &lt;span class="nx"&gt;e&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;preventDefault&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
   &lt;span class="nx"&gt;setLoading&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
   &lt;span class="k"&gt;try&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;fetch&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;/api/register&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="na"&gt;method&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;POST&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="na"&gt;headers&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Content-Type&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;application/json&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="p"&gt;},&lt;/span&gt;
   &lt;span class="na"&gt;body&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;JSON&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;stringify&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="nx"&gt;firstname&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;lastname&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;email&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;password&lt;/span&gt; &lt;span class="p"&gt;}),&lt;/span&gt;
     &lt;span class="p"&gt;}).&lt;/span&gt;&lt;span class="nx"&gt;then&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="nx"&gt;t&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="nx"&gt;t&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;json&lt;/span&gt;&lt;span class="p"&gt;());&lt;/span&gt;
     &lt;span class="nx"&gt;router&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;push&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;/login&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
     &lt;span class="nx"&gt;setLoading&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="kc"&gt;false&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
   &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;catch&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;error&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
     &lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;error&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
   &lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="p"&gt;};&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Click the “&lt;strong&gt;Join&lt;/strong&gt;” button at the top-right corner of the web page to navigate to the register page. Fill in the input fields and register a user, if successful, you’d be redirected to the login page.&lt;/p&gt;

&lt;p&gt;Go back to your Xata dashboard and check if the &lt;strong&gt;users&lt;/strong&gt; table has been updated.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--VFysPwh4--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://i.imgur.com/XtRhFHi.png" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--VFysPwh4--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://i.imgur.com/XtRhFHi.png" alt="Xata dashboard" width="880" height="555"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;We’ve created our first user record! Let’s authenticate the new user to access other features of the application.&lt;/p&gt;

&lt;h2&gt;
  
  
  Authenticate User
&lt;/h2&gt;

&lt;p&gt;Add a new file to &lt;code&gt;/pages/api/&lt;/code&gt; directory, name it &lt;code&gt;login.js&lt;/code&gt; and add the code block below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="c1"&gt;// /pages/api/login&lt;/span&gt;
    &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="nx"&gt;cookie&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;cookie&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="c1"&gt;// import cookie&lt;/span&gt;
    &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;getXataClient&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;../../src/xata&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="c1"&gt;// import XataClient func&lt;/span&gt;
    &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;promisify&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;util&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="nx"&gt;bcrypt&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;bcryptjs&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="nx"&gt;jwt&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;'&lt;/span&gt;&lt;span class="s1"&gt;jsonwebtoken&lt;/span&gt;&lt;span class="dl"&gt;'&lt;/span&gt;

    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;compare&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;promisify&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;bcrypt&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;compare&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt; &lt;span class="c1"&gt;// to compare password&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;xata&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;getXataClient&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt; &lt;span class="c1"&gt;// initialize XataClient&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;KEY&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;i_love_xata_&amp;amp;_cloudinary&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="c1"&gt;// JWT secret&lt;/span&gt;

    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;login&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;req&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;res&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;email&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;password&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;req&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;body&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="c1"&gt;// destructure user input from req.body&lt;/span&gt;
      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;user&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;xata&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;users&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;filter&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="nx"&gt;email&lt;/span&gt; &lt;span class="p"&gt;}).&lt;/span&gt;&lt;span class="nx"&gt;getFirst&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt; &lt;span class="c1"&gt;// fetch user from database using email address&lt;/span&gt;

      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;passwordsMatch&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;compare&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;password&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;user&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;password&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt; &lt;span class="c1"&gt;// compare if passwords match&lt;/span&gt;

      &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;passwordsMatch&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;token&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;jwt&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;sign&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="nx"&gt;email&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;password&lt;/span&gt; &lt;span class="p"&gt;},&lt;/span&gt; &lt;span class="nx"&gt;KEY&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt; &lt;span class="c1"&gt;// create token&lt;/span&gt;
        &lt;span class="c1"&gt;// save the token as a cookie&lt;/span&gt;
        &lt;span class="nx"&gt;res&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;setHeader&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
          &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Set-Cookie&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
          &lt;span class="nx"&gt;cookie&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;serialize&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;token&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;token&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
            &lt;span class="na"&gt;httpOnly&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="na"&gt;secure&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;development&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="na"&gt;sameSite&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;strict&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="na"&gt;maxAge&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="mi"&gt;60&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;60&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;24&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;7&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="c1"&gt;// 1 week&lt;/span&gt;
            &lt;span class="na"&gt;path&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;/&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
          &lt;span class="p"&gt;})&lt;/span&gt;
        &lt;span class="p"&gt;);&lt;/span&gt;
        &lt;span class="nx"&gt;res&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;json&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="na"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;user&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;id&lt;/span&gt; &lt;span class="p"&gt;});&lt;/span&gt; &lt;span class="c1"&gt;// return user ID&lt;/span&gt;
      &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;else&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nx"&gt;res&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;status&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;401&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
        &lt;span class="k"&gt;throw&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nb"&gt;Error&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Invalid email or password&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
      &lt;span class="p"&gt;}&lt;/span&gt;
    &lt;span class="p"&gt;};&lt;/span&gt;
    &lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;default&lt;/span&gt; &lt;span class="nx"&gt;login&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;In the &lt;code&gt;login&lt;/code&gt; function above, the user’s &lt;code&gt;email&lt;/code&gt; and &lt;code&gt;password&lt;/code&gt; are destructured from &lt;code&gt;req.body&lt;/code&gt;. The &lt;code&gt;email&lt;/code&gt; is used to fetch a user with a matching email from the database. And the passwords are compared using &lt;code&gt;bcrypt.compare()&lt;/code&gt;, and if the passwords match, a &lt;code&gt;token&lt;/code&gt; is signed using &lt;code&gt;jwt&lt;/code&gt; and saved as a &lt;code&gt;cookie&lt;/code&gt; in the browser. If the passwords don’t match, an &lt;code&gt;error&lt;/code&gt; is returned.&lt;/p&gt;

&lt;p&gt;Navigate to &lt;code&gt;/pages/login.js&lt;/code&gt; and replace the &lt;code&gt;handleOnSubmit&lt;/code&gt; function with the one below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;handleOnSubmit&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;e&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nx"&gt;e&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;preventDefault&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
        &lt;span class="nx"&gt;setLoading&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
        &lt;span class="k"&gt;try&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
          &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;res&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;fetch&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;/api/login&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
            &lt;span class="na"&gt;method&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;POST&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="na"&gt;headers&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
              &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Content-Type&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;application/json&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="p"&gt;},&lt;/span&gt;
            &lt;span class="na"&gt;body&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;JSON&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;stringify&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="nx"&gt;email&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;password&lt;/span&gt; &lt;span class="p"&gt;}),&lt;/span&gt;
          &lt;span class="p"&gt;}).&lt;/span&gt;&lt;span class="nx"&gt;then&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="nx"&gt;t&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="nx"&gt;t&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;json&lt;/span&gt;&lt;span class="p"&gt;());&lt;/span&gt;
          &lt;span class="nx"&gt;router&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;push&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;
            &lt;span class="na"&gt;pathname&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;/&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="na"&gt;query&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
              &lt;span class="na"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;res&lt;/span&gt;&lt;span class="p"&gt;?.&lt;/span&gt;&lt;span class="nx"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="p"&gt;},&lt;/span&gt;
          &lt;span class="p"&gt;});&lt;/span&gt;
        &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;catch&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;error&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
          &lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;error&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
        &lt;span class="p"&gt;}&lt;/span&gt;
        &lt;span class="nx"&gt;setLoading&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="kc"&gt;false&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
      &lt;span class="p"&gt;};&lt;/span&gt;

&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Go back to the browser and authenticate the user using the email and password that was used to create the account. If successful, you’d be redirected to the home page.&lt;/p&gt;

&lt;p&gt;Before creating an image, let’s set an &lt;code&gt;isAuthenticated&lt;/code&gt; prop in the home page, to make sure a user is authenticated. Navigate to &lt;code&gt;/pages/index.js&lt;/code&gt; and add a &lt;code&gt;getServerSideProps&lt;/code&gt; function below the &lt;code&gt;Home&lt;/code&gt; component.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;    &lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;getServerSideProps&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;context&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="kd"&gt;let&lt;/span&gt; &lt;span class="nx"&gt;isAuthenticated&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
      &lt;span class="nx"&gt;context&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;req&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;cookies&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;token&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
        &lt;span class="p"&gt;?&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;isAuthenticated&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
        &lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;isAuthenticated&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;false&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

        &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="cm"&gt;/* FETCH IMAGES FROM IMAGES TABLE GOES HERE */&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;

      &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="na"&gt;props&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;isAuthenticated&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="p"&gt;};&lt;/span&gt;
    &lt;span class="p"&gt;};&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;In the function above, we’re checking if the &lt;code&gt;token&lt;/code&gt; exists as a cookie in the browser, if it exists, &lt;code&gt;isAuthenticated&lt;/code&gt; is declared as &lt;code&gt;true&lt;/code&gt; and it’s sent as a prop to the &lt;code&gt;Home&lt;/code&gt; component.&lt;/p&gt;

&lt;p&gt;Replace the &lt;code&gt;Home&lt;/code&gt; component with the component below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;    &lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;default&lt;/span&gt; &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nx"&gt;Home&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="nx"&gt;isAuthenticated&lt;/span&gt; &lt;span class="p"&gt;})&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;router&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;useRouter&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;userId&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;router&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;query&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="c1"&gt;// retrieve userId&lt;/span&gt;
      &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;
        &lt;span class="o"&gt;&amp;lt;&lt;/span&gt;&lt;span class="nx"&gt;div&lt;/span&gt; &lt;span class="nx"&gt;className&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;body&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="o"&gt;&amp;gt;&lt;/span&gt;
          &lt;span class="o"&gt;&amp;lt;&lt;/span&gt;&lt;span class="nx"&gt;Navbar&lt;/span&gt; &lt;span class="nx"&gt;isAuthenticated&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="nx"&gt;isAuthenticated&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="nx"&gt;userId&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="nx"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="sr"&gt;/&lt;/span&gt;&lt;span class="err"&gt;&amp;gt;
&lt;/span&gt;          &lt;span class="o"&gt;&amp;lt;&lt;/span&gt;&lt;span class="nx"&gt;Hero&lt;/span&gt; &lt;span class="o"&gt;/&amp;gt;&lt;/span&gt;
          &lt;span class="o"&gt;&amp;lt;&lt;/span&gt;&lt;span class="nx"&gt;Images&lt;/span&gt; &lt;span class="o"&gt;/&amp;gt;&lt;/span&gt;
        &lt;span class="o"&gt;&amp;lt;&lt;/span&gt;&lt;span class="sr"&gt;/div&lt;/span&gt;&lt;span class="err"&gt;&amp;gt;
&lt;/span&gt;      &lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Refresh the home page in your browser. The next feature we’d implement is to upload a new image as an authenticated user.&lt;/p&gt;

&lt;h2&gt;
  
  
  Upload Image
&lt;/h2&gt;

&lt;p&gt;Cloudinary widget will be used for image upload, so go ahead and create a &lt;a href="https://cloudinary.com/users/register_free?utm_source=hackmamba&amp;amp;utm_campaign=hackmamba-hackathon&amp;amp;utm_medium=hackmamba-blog"&gt;Cloudinary account&lt;/a&gt; if you don’t have one.&lt;/p&gt;

&lt;p&gt;After creating an account, head on to your Cloudinary dashboard, copy and save your &lt;strong&gt;Cloud Name&lt;/strong&gt;, &lt;strong&gt;API Key&lt;/strong&gt;, and &lt;strong&gt;API Secret&lt;/strong&gt; as environment variables.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--avzZTyGn--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://i.imgur.com/XkeUflz.png" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--avzZTyGn--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://i.imgur.com/XkeUflz.png" alt="Cloudinary Upload Image" width="880" height="483"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Update &lt;code&gt;.env&lt;/code&gt; file:&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;CLOUDINARY_CLOUD_NAME= '*********************'
CLOUDINARY_API_KEY='****************************'
CLOUDINARY_SECRET= "****************************"
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;In your terminal, stop the application from running and run &lt;code&gt;yarn dev&lt;/code&gt; or &lt;code&gt;npm run dev&lt;/code&gt; again. This is because we updated our &lt;code&gt;.env&lt;/code&gt; file.&lt;/p&gt;

&lt;p&gt;Now we can utilize the features of Cloudinary in our application. Apart from image upload, we’re going to use AI to automatically tag our images, to do so, follow the steps below:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;On your Cloudinary dashboard, click the &lt;strong&gt;Add-ons&lt;/strong&gt; tab&lt;/li&gt;
&lt;li&gt;Select the &lt;strong&gt;Google Auto Tagging&lt;/strong&gt; card&lt;/li&gt;
&lt;li&gt;Click the free plan to subscribe
&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--Rqhvmwsw--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://i.imgur.com/p6aD1x1.png" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--Rqhvmwsw--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://i.imgur.com/p6aD1x1.png" alt="Google Auto Tagging " width="880" height="447"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Add a new file to the &lt;code&gt;/pages/api/&lt;/code&gt; directory, name it &lt;code&gt;upload.js&lt;/code&gt; and add the code block below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;    &lt;span class="c1"&gt;// /pages/api/upload&lt;/span&gt;
    &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;getXataClient&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;../../src/xata&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="nx"&gt;cookie&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;cookie&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="c1"&gt;// import cookie&lt;/span&gt;
    &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;v2&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;cloudinary&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="c1"&gt;// import cloudinary&lt;/span&gt;

    &lt;span class="c1"&gt;// CONFIGURE CLOUDINARY&lt;/span&gt;
    &lt;span class="nx"&gt;v2&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;config&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;
      &lt;span class="na"&gt;cloud_name&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;process&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;env&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;CLOUDINARY_CLOUD_NAME&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="na"&gt;api_key&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;process&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;env&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;CLOUDINARY_API_KEY&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="na"&gt;api_secret&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;process&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;env&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;CLOUDINARY_SECRET&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="p"&gt;});&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;xata&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;getXataClient&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;

    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;handler&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;req&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;res&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="kd"&gt;var&lt;/span&gt; &lt;span class="nx"&gt;cookies&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;cookie&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;parse&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;req&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;headers&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;cookie&lt;/span&gt; &lt;span class="o"&gt;||&lt;/span&gt; &lt;span class="dl"&gt;""&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;isAuthenticated&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;cookies&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;token&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="c1"&gt;// check if user is authenticated&lt;/span&gt;
      &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;!&lt;/span&gt;&lt;span class="nx"&gt;isAuthenticated&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nx"&gt;res&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;status&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;401&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nx"&gt;end&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
        &lt;span class="k"&gt;return&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
      &lt;span class="p"&gt;}&lt;/span&gt;

      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;img&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;userId&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;JSON&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;parse&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;req&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;body&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;result&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;v2&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;uploader&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;upload&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;img&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="c1"&gt;// UPLOAD IMAGE TO CLOUDINARY&lt;/span&gt;
        &lt;span class="na"&gt;categorization&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;google_tagging&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="c1"&gt;// USE GOOGLE AUTO TAGGING AI&lt;/span&gt;
        &lt;span class="na"&gt;auto_tagging&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="mf"&gt;0.6&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="p"&gt;});&lt;/span&gt;

      &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;xata&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;images&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;create&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="c1"&gt;// INSERT IMAGE INTO DATABASE&lt;/span&gt;
        &lt;span class="na"&gt;img_url&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;result&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;secure_url&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="na"&gt;user&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="c1"&gt;// user uploading image&lt;/span&gt;
        &lt;span class="na"&gt;tags&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;result&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;tags&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="p"&gt;});&lt;/span&gt;
      &lt;span class="nx"&gt;res&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;status&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;200&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nx"&gt;json&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;result&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="p"&gt;};&lt;/span&gt;
    &lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;default&lt;/span&gt; &lt;span class="nx"&gt;handler&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

    &lt;span class="c1"&gt;// CONFIG TO ALLOW IMAGES UPTO 10mb&lt;/span&gt;
    &lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;config&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="na"&gt;api&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="na"&gt;bodyParser&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
          &lt;span class="na"&gt;sizeLimit&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;10mb&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="p"&gt;},&lt;/span&gt;
      &lt;span class="p"&gt;},&lt;/span&gt;
    &lt;span class="p"&gt;};&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;In the code block above, we configure Cloudinary using our cloud name, API key, and secret. After checking if the user is authenticated, &lt;code&gt;img&lt;/code&gt; and &lt;code&gt;userId&lt;/code&gt; are destructured from &lt;code&gt;req.body&lt;/code&gt;, and &lt;code&gt;img&lt;/code&gt; is uploaded to Cloudinary. As &lt;code&gt;img&lt;/code&gt; is being uploaded, we add the Goggle Auto Tagging AI config as a second parameter in &lt;code&gt;v2.uploader.upload()&lt;/code&gt;.&lt;/p&gt;

&lt;p&gt;Finally, the image URL, user ID, and tags are inserted into our images table on the Xata database. Navigate to &lt;code&gt;/components/Upload.jsx&lt;/code&gt; and replace the &lt;code&gt;handleOnChange&lt;/code&gt; function with the code below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;      &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nx"&gt;handleOnChange&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;changeEvent&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;reader&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nx"&gt;FileReader&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt; &lt;span class="c1"&gt;// create new reader to read image file as a daat URL&lt;/span&gt;
        &lt;span class="nx"&gt;reader&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;onload&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;onLoadEvent&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
          &lt;span class="nx"&gt;setImg&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;onLoadEvent&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;target&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;result&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt; &lt;span class="c1"&gt;// save base64 encoded version of image&lt;/span&gt;
        &lt;span class="p"&gt;};&lt;/span&gt;
        &lt;span class="nx"&gt;reader&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;readAsDataURL&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;changeEvent&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;target&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;files&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]);&lt;/span&gt;
      &lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Replace the &lt;code&gt;handleOnSubmit&lt;/code&gt; function with the code below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;      &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nx"&gt;handleOnSubmit&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;event&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="nx"&gt;event&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;preventDefault&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
        &lt;span class="nx"&gt;setLoading&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

        &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;fetch&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;/api/upload&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="c1"&gt;//UPLOAD IMAGE&lt;/span&gt;
          &lt;span class="na"&gt;method&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;POST&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
          &lt;span class="na"&gt;body&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;JSON&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;stringify&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;
            &lt;span class="na"&gt;img&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;img&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="c1"&gt;// send base64 encoded version of image to Cloudinary &lt;/span&gt;
            &lt;span class="na"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
          &lt;span class="p"&gt;}),&lt;/span&gt;
        &lt;span class="p"&gt;}).&lt;/span&gt;&lt;span class="nx"&gt;then&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="nx"&gt;r&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="nx"&gt;r&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;json&lt;/span&gt;&lt;span class="p"&gt;());&lt;/span&gt;

        &lt;span class="nx"&gt;setLoading&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="kc"&gt;false&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
        &lt;span class="nx"&gt;onClose&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt; &lt;span class="c1"&gt;// close modal&lt;/span&gt;
        &lt;span class="k"&gt;try&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;catch&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;error&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
          &lt;span class="nx"&gt;console&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;error&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
        &lt;span class="p"&gt;}&lt;/span&gt;
      &lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Go to the browser and click the “&lt;strong&gt;Upload&lt;/strong&gt;” button at the top-right corner to upload an image. You can download free images from &lt;a href="https://unsplash.com/"&gt;Unsplash&lt;/a&gt; or &lt;a href="https://www.pexels.com/"&gt;Pexels&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--JLin5glc--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667735717214_Screenshot%2B2022-11-06%2Bat%2B12.55.04.png" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--JLin5glc--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667735717214_Screenshot%2B2022-11-06%2Bat%2B12.55.04.png" alt="new image record" width="880" height="570"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;A new image record has been added to the &lt;strong&gt;images&lt;/strong&gt; table!&lt;/p&gt;

&lt;h2&gt;
  
  
  Fetch Images
&lt;/h2&gt;

&lt;p&gt;We’ve successfully written functions to create a user and create an image. Now let’s query the images table to fetch all images.&lt;/p&gt;

&lt;p&gt;Navigate to &lt;code&gt;/pages/index.js&lt;/code&gt; and import &lt;code&gt;getXataClient&lt;/code&gt;:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;getXataClient&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;../src/xata&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;span class="nx"&gt;Replace&lt;/span&gt; &lt;span class="nx"&gt;the&lt;/span&gt; &lt;span class="s2"&gt;`getServerSideProps`&lt;/span&gt; &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="kd"&gt;with&lt;/span&gt; &lt;span class="nx"&gt;the&lt;/span&gt; &lt;span class="nx"&gt;code&lt;/span&gt; &lt;span class="nx"&gt;block&lt;/span&gt; &lt;span class="nx"&gt;below&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;


    &lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;getServerSideProps&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;context&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="kd"&gt;let&lt;/span&gt; &lt;span class="nx"&gt;isAuthenticated&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
      &lt;span class="nx"&gt;context&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;req&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;cookies&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;token&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
        &lt;span class="p"&gt;?&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;isAuthenticated&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;true&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
        &lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;isAuthenticated&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;false&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;

      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;xata&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;getXataClient&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt; &lt;span class="c1"&gt;// initialize XataClient&lt;/span&gt;
      &lt;span class="c1"&gt;// Fetch all images with the firstname and lastname of the user that uploads image&lt;/span&gt;
      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;allImages&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;xata&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;db&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;images&lt;/span&gt;
        &lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;select&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;*&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;user.firstname&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;user.lastname&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
        &lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;getAll&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
      &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="na"&gt;props&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;allImages&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;isAuthenticated&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="p"&gt;};&lt;/span&gt;
    &lt;span class="p"&gt;};&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;In the code above, all images were fetched together with the &lt;code&gt;firstname&lt;/code&gt; and &lt;code&gt;lastname&lt;/code&gt; of the user that uploads each image.&lt;/p&gt;

&lt;p&gt;Add &lt;code&gt;allImages&lt;/code&gt; as a prop to the &lt;code&gt;Home&lt;/code&gt; component and pass the prop to the &lt;code&gt;Images&lt;/code&gt; component.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;    &lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;default&lt;/span&gt; &lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nx"&gt;Home&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt; &lt;span class="nx"&gt;allImages&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;isAuthenticated&lt;/span&gt; &lt;span class="p"&gt;})&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;router&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;useRouter&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;userId&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;router&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;query&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
      &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;
        &lt;span class="o"&gt;&amp;lt;&lt;/span&gt;&lt;span class="nx"&gt;div&lt;/span&gt; &lt;span class="nx"&gt;className&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;body&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="o"&gt;&amp;gt;&lt;/span&gt;
          &lt;span class="o"&gt;&amp;lt;&lt;/span&gt;&lt;span class="nx"&gt;Navbar&lt;/span&gt; &lt;span class="nx"&gt;isAuthenticated&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="nx"&gt;isAuthenticated&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="nx"&gt;userId&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="nx"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="sr"&gt;/&lt;/span&gt;&lt;span class="err"&gt;&amp;gt;
&lt;/span&gt;          &lt;span class="o"&gt;&amp;lt;&lt;/span&gt;&lt;span class="nx"&gt;Hero&lt;/span&gt; &lt;span class="o"&gt;/&amp;gt;&lt;/span&gt;
          &lt;span class="o"&gt;&amp;lt;&lt;/span&gt;&lt;span class="nx"&gt;Images&lt;/span&gt; &lt;span class="nx"&gt;allImages&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="nx"&gt;allImages&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="sr"&gt;/&amp;gt; {/&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="nx"&gt;pass&lt;/span&gt; &lt;span class="nx"&gt;prop&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="sr"&gt;/&lt;/span&gt;&lt;span class="err"&gt;}
&lt;/span&gt;        &lt;span class="o"&gt;&amp;lt;&lt;/span&gt;&lt;span class="sr"&gt;/div&lt;/span&gt;&lt;span class="err"&gt;&amp;gt;
&lt;/span&gt;      &lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Go to your browser and refresh to view the previously uploaded image.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--qxa-Fxd0--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667738663985_Screenshot%2B2022-11-06%2Bat%2B13.44.04.png" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--qxa-Fxd0--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667738663985_Screenshot%2B2022-11-06%2Bat%2B13.44.04.png" alt="view uploaded image" width="880" height="501"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Download free images from &lt;a href="https://unsplash.com/"&gt;Unsplash&lt;/a&gt; or &lt;a href="https://www.pexels.com/"&gt;Pexels&lt;/a&gt; to populate your project, because the next feature we’re implementing will be the search feature.&lt;/p&gt;

&lt;h2&gt;
  
  
  Search Images
&lt;/h2&gt;

&lt;p&gt;In &lt;code&gt;/pages/api/upload&lt;/code&gt; we utilized the Google Auto Tagging AI to generate tags for our images during upload, the reason for this is to make search easy for users. If you &lt;code&gt;console.log&lt;/code&gt; the image you upload to Xata, you’d see a group of tags related to your image.&lt;/p&gt;

&lt;p&gt;For example, the image below shows all the tags generated by the AI for the image I uploaded:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--4dL4euAq--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667739113310_Screenshot%2B2022-11-06%2Bat%2B13.46.34.png" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--4dL4euAq--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667739113310_Screenshot%2B2022-11-06%2Bat%2B13.46.34.png" alt="Image tags" width="880" height="1081"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;If a user searches for any of these words on the website, all images relating to the tag should be fetched. Let’s head on and implement the search functionality.&lt;/p&gt;

&lt;p&gt;Add a new file to &lt;code&gt;/pages/api/&lt;/code&gt; , and name it &lt;code&gt;search.js&lt;/code&gt;. For the &lt;code&gt;search&lt;/code&gt; handler, we want to target the tags of each image specifically, Xata can help us generate the code snippet for this functionality. Follow the steps below:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Go to your database dashboard&lt;/li&gt;
&lt;li&gt;Click the “Search” tab on the left sidebar &lt;/li&gt;
&lt;li&gt;At the top of the page, click on the “Target” button&lt;/li&gt;
&lt;li&gt;Uncheck the &lt;strong&gt;users&lt;/strong&gt; table &lt;/li&gt;
&lt;li&gt;&lt;p&gt;Uncheck the &lt;strong&gt;img_url&lt;/strong&gt; and &lt;strong&gt;user&lt;/strong&gt; columns under the images table&lt;br&gt;
&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--smmOLoSa--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667739939092_Screenshot%2B2022-11-06%2Bat%2B14.05.27.png" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--smmOLoSa--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://paper-attachments.dropboxusercontent.com/s_3C3530EA504033CE389C864AD7ED1EF94835B0F736165EFA05A7BAE855016104_1667739939092_Screenshot%2B2022-11-06%2Bat%2B14.05.27.png" alt="Xata Search" width="880" height="411"&gt;&lt;/a&gt;&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Click the “&lt;strong&gt;&amp;lt;/&amp;gt; Get code snippet&lt;/strong&gt;” button&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Click the &lt;strong&gt;Search by table&lt;/strong&gt; tag and select “Javascript” from the dropdown&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;That’s the code snippet for our search functionality&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Navigate back to &lt;code&gt;/pages/api/search.js&lt;/code&gt;, we’ll modify the code snippet generated by Xata. Add the code block below to &lt;code&gt;/pages/api/search.js&lt;/code&gt;:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="c1"&gt;// Generated with CLI&lt;/span&gt;
    &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;getXataClient&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="k"&gt;from&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;../../src/xata&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; 
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;xata&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;getXataClient&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;

    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;handler&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;req&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;res&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;searchQuery&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;req&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;body&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="c1"&gt;// get search query&lt;/span&gt;

      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;records&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;xata&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;search&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;byTable&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;searchQuery&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="na"&gt;tables&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
          &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="na"&gt;table&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;users&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="na"&gt;target&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[]&lt;/span&gt; &lt;span class="p"&gt;},&lt;/span&gt;
          &lt;span class="p"&gt;{&lt;/span&gt;
            &lt;span class="na"&gt;table&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;images&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
            &lt;span class="na"&gt;target&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[{&lt;/span&gt; &lt;span class="na"&gt;column&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;tags&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt; &lt;span class="p"&gt;}],&lt;/span&gt;
          &lt;span class="p"&gt;},&lt;/span&gt;
        &lt;span class="p"&gt;],&lt;/span&gt;
        &lt;span class="na"&gt;fuzziness&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
        &lt;span class="na"&gt;prefix&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;phrase&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
      &lt;span class="p"&gt;});&lt;/span&gt;
      &lt;span class="nx"&gt;res&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;status&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;200&lt;/span&gt;&lt;span class="p"&gt;).&lt;/span&gt;&lt;span class="nx"&gt;json&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;records&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
    &lt;span class="p"&gt;};&lt;/span&gt;
    &lt;span class="k"&gt;export&lt;/span&gt; &lt;span class="k"&gt;default&lt;/span&gt; &lt;span class="nx"&gt;handler&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;

&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Now navigate to &lt;code&gt;/components/Images.jsx&lt;/code&gt; and replace the &lt;code&gt;handleSearch&lt;/code&gt; function with the one below:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;
      &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;handleSearch&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;async&lt;/span&gt; &lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
        &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;result&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;fetch&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;/api/search&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
          &lt;span class="na"&gt;method&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;POST&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
          &lt;span class="na"&gt;headers&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
            &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;Content-Type&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;application/json&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
          &lt;span class="p"&gt;},&lt;/span&gt;
          &lt;span class="na"&gt;body&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nx"&gt;JSON&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;stringify&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;
            &lt;span class="nx"&gt;searchQuery&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
          &lt;span class="p"&gt;}),&lt;/span&gt;
        &lt;span class="p"&gt;}).&lt;/span&gt;&lt;span class="nx"&gt;then&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="nx"&gt;r&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="nx"&gt;r&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;json&lt;/span&gt;&lt;span class="p"&gt;());&lt;/span&gt;
        &lt;span class="nx"&gt;setImages&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;result&lt;/span&gt;&lt;span class="p"&gt;?.&lt;/span&gt;&lt;span class="nx"&gt;images&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
      &lt;span class="p"&gt;};&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Refresh your browser and test the search feature. Go to your images table on your Xata dashboard and get a “&lt;strong&gt;tag&lt;/strong&gt;” to use as a keyword to search.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--hIHXqyre--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_66%2Cw_880/https://i.imgur.com/zGBUj0n.gif" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--hIHXqyre--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_66%2Cw_880/https://i.imgur.com/zGBUj0n.gif" alt="Search test" width="728" height="414"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;In the gif above, you’ll notice I have two images with cups in them, when I type the keyword “cup” and click the “&lt;strong&gt;search&lt;/strong&gt;” button, it returns the two images related to the keyword.&lt;/p&gt;

&lt;p&gt;We’re done with the project, now let’s deploy to &lt;a href="https://www.netlify.com/?utm_source=hackmamba&amp;amp;utm_campaign=hackmamba-hackathon&amp;amp;utm_medium=hackmamba-blog"&gt;Netlify&lt;/a&gt;!&lt;/p&gt;

&lt;h2&gt;
  
  
  Deploy to Netlify
&lt;/h2&gt;

&lt;p&gt;Follow the steps below to deploy your site on Netlify:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Go to &lt;a href="https://app.netlify.com/?utm_source=hackmamba&amp;amp;utm_campaign=hackmamba-hackathon&amp;amp;utm_medium=hackmamba-blog"&gt;Netlify&lt;/a&gt; to create an account if you don’t have one&lt;/li&gt;
&lt;li&gt;Click &lt;strong&gt;Add new site&lt;/strong&gt; and then click &lt;strong&gt;Import an existing project&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;Select your Git provider and authorize Netlify&lt;/li&gt;
&lt;li&gt;Select your project repository &lt;/li&gt;
&lt;li&gt;Click “&lt;strong&gt;Show Advanced&lt;/strong&gt;” button&lt;/li&gt;
&lt;li&gt;Add all four environment variables from your &lt;code&gt;.env&lt;/code&gt; file

&lt;ul&gt;
&lt;li&gt;XATA_API_KEY&lt;/li&gt;
&lt;li&gt;CLOUDINARY_CLOUD_NAME&lt;/li&gt;
&lt;li&gt;CLOUDINARY_API_KEY&lt;/li&gt;
&lt;li&gt;CLOUDINARY_SECRET&lt;/li&gt;
&lt;/ul&gt;


&lt;/li&gt;
&lt;li&gt;Click on “&lt;strong&gt;Deploy site&lt;/strong&gt;” button&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Conclusion and Next Steps
&lt;/h2&gt;

&lt;p&gt;In this tutorial, you built a full-stack JAMStack application using Xata as a serverless database and Cloudinary for media management. Amazing features like the search functionality from Xata and Goggle Auto Tagging AI from Cloudinary were used to make the project more unique. You can learn more and make this project better by adding features like:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;A profile page to display a user’s details and images they’ve posted&lt;/li&gt;
&lt;li&gt;A settings page where a user can edit their profile details and delete their account&lt;/li&gt;
&lt;li&gt;Ability to like an image and display the number of likes per image&lt;/li&gt;
&lt;li&gt;Ability to delete an image you posted&lt;/li&gt;
&lt;li&gt;Ability to follow a user and display the number of followers&lt;/li&gt;
&lt;li&gt;Explore the Cloudinary Add-ons page and add new add-ons before the image upload&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Resources
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;&lt;a href="https://xata.io/docs/overview?utm_source=hackmamba&amp;amp;utm_campaign=hackmamba-hackathon&amp;amp;utm_medium=hackmamba-blog"&gt;Xata Documentation&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href="https://www.youtube.com/watch?v=3OeEa2cZABM&amp;amp;t=1s"&gt;Colby Fayock Youtube&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

</description>
      <category>nextjs</category>
      <category>react</category>
      <category>jamstack</category>
      <category>serverless</category>
    </item>
  </channel>
</rss>
