This is a simple web app that uses TensorFlow.js and a pre-trained toxicity model to predict whether a given sentence is toxic or not. The app is built with SvelteKit and styled with Tailwind CSS, and features a loading spinner, a fly animation, and a CSS animation using keyframes.
The app consists of a single page (+page.svelte) with a form that takes a sentence as input and a "Check" button to submit it. When the user clicks the button, the app loads the toxicity model, classifies the sentence, and displays the results in a scrollable panel.
The app also features a loading spinner while the model is being loaded, a fly animation when the results are displayed, and a CSS animation that makes the title pulse continuously.
Once you've forked, cloned the project and installed dependencies with npm install (or pnpm install or yarn), start a development server:
pnpm run devTo create a production version of your app:
pnpm run buildYou can preview the production build with npm run preview.
To deploy your app, you may need to install an adapter for your target environment.