feat(web-search): add URL & PDF searching capibilities
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4 changed files with 338 additions and 19 deletions
81
src/lib/linkDocument.ts
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81
src/lib/linkDocument.ts
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import axios from 'axios';
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import { htmlToText } from 'html-to-text'
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import { RecursiveCharacterTextSplitter } from 'langchain/text_splitter';
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import { Document } from '@langchain/core/documents';
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import pdfParse from 'pdf-parse'
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export const getDocumentsFromLinks = async ({ links }: { links: string[] }) => {
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const splitter = new RecursiveCharacterTextSplitter();
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let docs: Document[] = [];
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await Promise.all(
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links.map(async (link) => {
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link =
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link.startsWith('http://') || link.startsWith('https://')
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? link
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: `https://${link}`;
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const res = await axios.get(link, {
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responseType: 'arraybuffer',
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});
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const isPdf = res.headers['content-type'] === 'application/pdf';
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if (isPdf) {
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const pdfText = await pdfParse(res.data)
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const parsedText = pdfText.text
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.replace(/(\r\n|\n|\r)/gm, ' ')
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.replace(/\s+/g, ' ')
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.trim();
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const splittedText = await splitter.splitText(parsedText);
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const title = 'PDF Document'
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const linkDocs = splittedText.map((text) => {
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return new Document({
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pageContent: text,
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metadata: {
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title: title,
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url: link,
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},
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});
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});
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docs.push(...linkDocs);
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return;
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}
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const parsedText = htmlToText(res.data.toString('utf8'), {
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selectors: [
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{
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selector: 'a',
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options: {
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ignoreHref: true,
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}
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},
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]
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})
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.replace(/(\r\n|\n|\r)/gm, ' ')
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.replace(/\s+/g, ' ')
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.trim();
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const splittedText = await splitter.splitText(parsedText);
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const title = res.data.toString('utf8').match(/<title>(.*?)<\/title>/)?.[1];
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const linkDocs = splittedText.map((text) => {
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return new Document({
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pageContent: text,
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metadata: {
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title: title || link,
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url: link,
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},
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});
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});
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docs.push(...linkDocs);
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}),
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);
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return docs;
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};
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