18 lines
524 B
JavaScript
18 lines
524 B
JavaScript
const TASK = 'feature-extraction';
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/**
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* @param {string} text - The text to vectorize
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* @returns {Promise<number[]>} - The vectorized text in form of an array of numbers
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*/
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async function getTransformersVector(text) {
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const module = await import('./transformers.mjs');
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const pipe = await module.default.getPipeline(TASK);
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const result = await pipe(text, { pooling: 'mean', normalize: true });
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const vector = Array.from(result.data);
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return vector;
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}
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module.exports = {
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getTransformersVector,
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};
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