import { INode, INodeData, INodeParams } from '../../../src/Interface' import { TextSplitter } from 'langchain/text_splitter' import { PuppeteerWebBaseLoader } from 'langchain/document_loaders/web/puppeteer' import { test } from 'linkifyjs' import { webCrawl, xmlScrape } from '../../../src' class Puppeteer_DocumentLoaders implements INode { label: string name: string description: string type: string icon: string category: string baseClasses: string[] inputs: INodeParams[] constructor() { this.label = 'Puppeteer Web Scraper' this.name = 'puppeteerWebScraper' this.type = 'Document' this.icon = 'puppeteer.svg' this.category = 'Document Loaders' this.description = `Load data from webpages` this.baseClasses = [this.type] this.inputs = [ { label: 'URL', name: 'url', type: 'string' }, { label: 'Text Splitter', name: 'textSplitter', type: 'TextSplitter', optional: true }, { label: 'Get Relative Links Method', name: 'relativeLinksMethod', type: 'options', options: [ { label: 'Web Crawl', name: 'webCrawl' }, { label: 'Scrape XML Sitemap', name: 'scrapeXMLSitemap' } ], optional: true, additionalParams: true }, { label: 'Crawl/Scrape Links Limit', name: 'limit', type: 'number', default: 10, optional: true, additionalParams: true, description: 'Set 0 to crawl/scrape all relative links', warning: `Scraping all links might take long time, and all links will be upserted again if the flow's state changed (eg: different URL, chunk size, etc) ` }, { label: 'Metadata', name: 'metadata', type: 'json', optional: true, additionalParams: true } ] } async init(nodeData: INodeData): Promise { const textSplitter = nodeData.inputs?.textSplitter as TextSplitter const metadata = nodeData.inputs?.metadata const relativeLinksMethod = nodeData.inputs?.relativeLinksMethod as string let limit = nodeData.inputs?.limit as string let url = nodeData.inputs?.url as string url = url.trim() if (!test(url)) { throw new Error('Invalid URL') } async function puppeteerLoader(url: string): Promise { try { let docs = [] const loader = new PuppeteerWebBaseLoader(url) if (textSplitter) { docs = await loader.loadAndSplit(textSplitter) } else { docs = await loader.load() } return docs } catch (err) { if (process.env.DEBUG === 'true') console.error(`error in CheerioWebBaseLoader: ${err.message}, on page: ${url}`) } } let docs = [] if (relativeLinksMethod) { if (process.env.DEBUG === 'true') console.info(`Start ${relativeLinksMethod}`) if (!limit) throw new Error('Please set a limit to crawl/scrape') else if (parseInt(limit) < 0) throw new Error('Limit cannot be less than 0') const pages: string[] = relativeLinksMethod === 'webCrawl' ? await webCrawl(url, parseInt(limit)) : await xmlScrape(url, parseInt(limit)) if (process.env.DEBUG === 'true') console.info(`pages: ${JSON.stringify(pages)}, length: ${pages.length}`) if (!pages || pages.length === 0) throw new Error('No relative links found') for (const page of pages) { docs.push(...(await puppeteerLoader(page))) } if (process.env.DEBUG === 'true') console.info(`Finish ${relativeLinksMethod}`) } else { docs = await puppeteerLoader(url) } if (metadata) { const parsedMetadata = typeof metadata === 'object' ? metadata : JSON.parse(metadata) let finaldocs = [] for (const doc of docs) { const newdoc = { ...doc, metadata: { ...doc.metadata, ...parsedMetadata } } finaldocs.push(newdoc) } return finaldocs } return docs } } module.exports = { nodeClass: Puppeteer_DocumentLoaders }