Predictive Prefetch ·

100% client side, out of the box predictive prefetch solution for webpack and modern SPAs, based on alz-predictor.

• Webpack: Learn, predict and prefetch JavaScript modules or chunks and other supported assets in runtime.

• SPA: Predict and prefetch user's next Route or URL, e.g: from React Router.

• Unlike Guess.js, Predictive Prefetch doesn't require any third party data analytics sources.

Why?

• Speed up user future navigation.
• 100% frontend AI solution.
• Privacy, data is stored and kept locally.

FAQ

How it works?

• Monitor any mutation change in the document object looking for JavaScript tags and other supported assets.

• Intercept history pushState looking for changes in routes.

• Train ALZ Predictor and predict next asset or route.

• Add link tag with prefetch rel for the previous prediction.

Installation

# Yarn
yarn add predictive-prefetch

# NPM
npm install --save predictive-prefetch

Usage

import PredictivePrefetch from 'predictive-prefetch'

PredictivePrefetch();

Configuration

Predictive Prefetch includes options for:

• assets: disable script and/or other resources monitoring.
• urls: disable url intercepting.
• predictor: calibrate prefetch minimum probability.

Default options

import PredictivePrefetch from 'predictive-prefetch'

const options = {
    assets: {
        scriptsDisabled: false, 
        resourcesDisabled: true,
        };
    urls: {
        disabled: false,
    };
    predictos: {
        minProbability: 0.7,
    };
};

PredictivePrefetch(options);

License

Predictive Prefetch is MIT licensed.