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Update index.js
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index.js
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@@ -1,5 +1,3 @@
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import { pipeline, env } from '@huggingface/transformers';
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class MyClassificationPipeline {
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static task = 'text-classification';
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static model = 'Xenova/distilbert-base-uncased-finetuned-sst-2-english';
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@@ -8,6 +6,8 @@ class MyClassificationPipeline {
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static async getInstance(progress_callback = null) {
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if (this.instance === null) {
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// NOTE: Uncomment this to change the cache directory
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env.cacheDir = './.cache';
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@@ -17,11 +17,11 @@ class MyClassificationPipeline {
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return this.instance;
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}
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}
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MyClassificationPipeline.getInstance();
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http.createServer(async (req, res) => {
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res.writeHead(200, {'Content-Type': 'text/html'});
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@@ -29,7 +29,7 @@ http.createServer(async (req, res) => {
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if (u.query.q) {
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const classifier = await MyClassificationPipeline.getInstance();
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response = await classifier(u.query.q);
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res.end(JSON.stringify(response));
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} else {
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res.end("Empty query string");
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class MyClassificationPipeline {
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static task = 'text-classification';
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static model = 'Xenova/distilbert-base-uncased-finetuned-sst-2-english';
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static async getInstance(progress_callback = null) {
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if (this.instance === null) {
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let { pipeline, env } = await import('@huggingface/transformers');
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// NOTE: Uncomment this to change the cache directory
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env.cacheDir = './.cache';
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return this.instance;
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}
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}
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//MyClassificationPipeline.getInstance();
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const http = require('http');
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const url = require('url');
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http.createServer(async (req, res) => {
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res.writeHead(200, {'Content-Type': 'text/html'});
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if (u.query.q) {
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const classifier = await MyClassificationPipeline.getInstance();
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const response = await classifier(u.query.q);
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res.end(JSON.stringify(response));
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} else {
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res.end("Empty query string");
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