keybert/tests/model_test.php

<?php

    require 'ncc';
    import('net.nosial.keybert');

    //$keybert = new \Keybert\Keybert(null, 'power.chan.int.n64.cc', 2131);

    $documents = array(
        "The quick brown fox jumps over the lazy dog",
        "Lorem ipsum dolor sit amet, consectetur adipiscing elit",
        "PHP is a popular general-purpose scripting language",
        "Machine Learning provides computers the ability to learn without being explicitly programmed",
        "OpenAI is an artificial intelligence research lab",
        "Blockchain is a decentralized ledger of all transactions across a peer-to-peer network",
        "Python is a popular language for data science",
        "Artificial Intelligence is a branch of computer science that aims to create intelligent machines",
        "Big data is a term that describes the large volume of data – both structured and unstructured – that inundates a business on a day-to-day basis",
        "Quantum computing is the use of quantum-mechanical phenomena such as superposition and entanglement to perform computation"
    );

    $keybert = new \Keybert\Keybert();
    $multi_start = microtime(true);
    $keywords = $keybert->extractKeywords('paraphrase-multilingual-MiniLM-L12-v2', $documents);
    $multi_end = microtime(true);

    unset($keybert);
    $keybert = new \Keybert\Keybert();
    $single_start = microtime(true);
    foreach($documents as $document)
    {
        var_dump($keybert->extractKeywords('paraphrase-multilingual-MiniLM-L12-v2', $document));
    }
    $single_end = microtime(true);

    echo "Multi: " . ($multi_end - $multi_start) . PHP_EOL;
    echo "Single: " . ($single_end - $single_start) . PHP_EOL;

    // Which is faster? Multi or single?
    echo "Faster is: " . (($multi_end - $multi_start) < ($single_end - $single_start) ? "Multi" : "Single") . PHP_EOL;

    var_dump($keywords);