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<div class="header-banner topBanner" data-type="header" style="display: block; position: sticky; top: 0; z-index: 999;">
<a data-source="210167" data-banner="226288" class="universal-notice js-universal-notice-notice universal-notice--webp universal-notice--bitrix universal-notice--active" href="https://skillbox.ru/sale/main/?utm_source=media&utm_medium=banners&utm_campaign=all_all_media_banners_banners_header_all_all_skillbox" target="_blank" style="--banner-bg: #5927E9;--banner-color: #fff;--button-font-color: #000000;--button-bg-color: #FFFFFF;--banner-img-left: url(https://cdn.skillbox.pro/mainsite/banners/promo_picture_left/602754/f9ac17dd-a1d4-46c6-aa14-4f7b949defd1.png);--banner-img-left-webp: url(https://cdn.skillbox.pro/mainsite/banners/promo_picture_left/602754/f9ac17dd-a1d4-46c6-aa14-4f7b949defd1.webp);--banner-img-center: url(https://cdn.skillbox.pro/mainsite/banners/promo_picture_center/602507/232fc4a5-b130-4af2-a629-bdb293a4dd2e.png);--banner-img-center-webp: url(https://cdn.skillbox.pro/mainsite/banners/promo_picture_center/602507/232fc4a5-b130-4af2-a629-bdb293a4dd2e.webp);--banner-img-center-mobile: url(https://cdn.skillbox.pro/mainsite/banners/promo_picture_center/602507/232fc4a5-b130-4af2-a629-bdb293a4dd2e.png);--banner-img-center-mobile-webp: url(https://cdn.skillbox.pro/mainsite/banners/promo_picture_center/602507/232fc4a5-b130-4af2-a629-bdb293a4dd2e.webp);--banner-img-right: url(https://cdn.skillbox.pro/mainsite/banners/promo_picture_right/602755/ad7a7fe5-b8d3-47a3-885b-51a7971c12a9.png);--banner-img-right-webp: url(https://cdn.skillbox.pro/mainsite/banners/promo_picture_right/602755/ad7a7fe5-b8d3-47a3-885b-51a7971c12a9.webp);">
<span class="universal-notice__wrapper">
<b class="universal-notice__title">
Скидка до 55% и 3 курса в подарок
</b>
<span class="universal-timer js-universal-notice-timer js-universal-notice-active">
<span class="universal-timer__days js-universal-notice-days">2 дня</span>
<span class="js-universal-notice-hours">13</span>
:<span class="js-universal-notice-minutes">30</span>
:<span class="js-universal-notice-seconds">09</span>
</span>
<span class="universal-notice__button">Выбрать курс</span>
</span>
</a><script>
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deadline.setDate(5);
deadline.setHours(0, 0, 0);
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const elHours = timer.querySelector('.js-universal-notice-hours');
const elMinutes = timer.querySelector('.js-universal-notice-minutes');
const elSeconds = timer.querySelector('.js-universal-notice-seconds');
// Функция обновления таймера
const updateTimer = () => {
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let diff = Math.max(0, deadline - now);
if (diff === 0) {
let lastDayOfMonth = new Date(now.getFullYear(), now.getMonth() + 1, 0);
let lastDay = lastDayOfMonth.getDate();
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deadline.setMonth(deadline.getMonth() + 1, 1);
} else {
deadline.setDate(deadline.getDate() + 4);
}
diff = Math.max(0, deadline - now);
}
// Time calculations for days, hours, minutes and seconds
var days = Math.floor(diff / (1000 * 60 * 60 * 24));
var hours = Math.floor((diff % (1000 * 60 * 60 * 24)) / (1000 * 60 * 60)).toString();
var minutes = Math.floor((diff % (1000 * 60 * 60)) / (1000 * 60)).toString();
var seconds = Math.floor((diff % (1000 * 60)) / 1000).toString();
if (timer) {
let dayTitles = ['день', 'дня', 'дней'];
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elMinutes.innerHTML = minutes.padStart(2, '0');
elSeconds.innerHTML = seconds.padStart(2, '0');
}
};
updateTimer();
const timerId = setInterval(updateTimer, 1000);
});
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Дмитрий Зверев </div>
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Любитель научной фантастики и технологического прогресса. Хорошо сочетает в себе заумного технаря и утончённого гуманитария. Пишет про IT и радуется этому. </div>
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Txtai использует машинное обучение для преобразования данных, чтобы создавать приложения с семантическим поиском на базе искусственного интеллекта.
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<figcaption class="stk-reset stk-description" data-ce-tag="description">Пример работы txtai. Источник: <a href="https://github.com/neuml/txtai" target="_blank" class="stk-reset">Github</a></figcaption></figure>
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Версия 4.0 — это мажорное обновление с большим количеством новых фич. Этот релиз добавляет хранилище контента, SQL-очереди, хранилище объектов, переиндексацию, сжатие индексов, внешние векторы и прочие полезные функции.
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Контент теперь может быть сохранён вместе с embedding-векторами, которые используются для обучения нейросети. Больше не нужно создавать внешние хранилища данных.
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Txtai стал поддерживать запросы для обычного языка и для SQL. Например, ниже представлен код для обоих запросов:
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<figure class="stk-reset stk-embed_rendered" data-ce-tag="embed"><code class="stk-code"><pre class="hljs" style="display: block; overflow-x: auto; padding: 0.5em; background: #f0f0f0; color: #444444;">embeddings.search("feel good story")
<span class="hljs-keyword" style="font-weight: 700;">SELECT</span> <span class="hljs-keyword" style="font-weight: 700;">id</span>, <span class="hljs-built_in" style="color: #397300;">text</span>, score <span class="hljs-keyword" style="font-weight: 700;">FROM</span> txtai <span class="hljs-keyword" style="font-weight: 700;">WHERE</span> similar(<span class="hljs-string" style="color: #880000;">'feel good story'</span>) <span class="hljs-keyword" style="font-weight: 700;">AND</span> score >= <span class="hljs-number" style="color: #880000;">0.15</span></pre></code><figcaption class="stk-reset stk-description" data-ce-tag="description"></figcaption></figure>
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Бинарные объекты теперь можно хранить вместе с embedding-векторами. Это также упрощает работу разработчиков и обучение нейросети.
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Индексы можно переписать, используя сохранённый контент. Заново отправлять данные в txtai больше нет необходимости. Ещё индексы можно сжать с помощью GZ/XZ/BZ2/ZIP.
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Разработчики могут использовать внешние модели векторов из API или библиотек. Это добавит гибкость в обучение нейросети — например, можно производить вычисления на удалённых серверах.
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Подробнее познакомиться со всеми обновлениями можно на <a class="stk-reset" href="https://github.com/neuml/txtai" target="_blank">официальной странице Github</a>, а безопасно протестировать возможности txtai 4.0 — на <a class="stk-reset" href="https://colab.research.google.com/github/neuml/txtai/blob/master/examples/24_Whats_new_in_txtai_4_0.ipynb#scrollTo=oAISaBYVg60i" target="_blank">Google Colab</a>.
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