import { INode, INodeData, INodeParams } from '../../../src/Interface' import { TextSplitter } from 'langchain/text_splitter' import { CheerioWebBaseLoader } from 'langchain/document_loaders/web/cheerio' import { test } from 'linkifyjs' import { getAvailableURLs } from '../../../src' class Cheerio_DocumentLoaders implements INode { label: string name: string description: string type: string icon: string category: string baseClasses: string[] inputs: INodeParams[] constructor() { this.label = 'Cheerio Web Scraper' this.name = 'cheerioWebScraper' this.type = 'Document' this.icon = 'cheerio.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: 'Web Scrap for Relative Links', name: 'webScrap', type: 'boolean', optional: true, additionalParams: true }, { label: 'Web Scrap Links Limit', name: 'limit', type: 'number', default: 10, optional: true, additionalParams: true }, { 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 webScrap = nodeData.inputs?.webScrap as boolean 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') } const cheerioLoader = async (url: string): Promise => { let docs = [] const loader = new CheerioWebBaseLoader(url) if (textSplitter) { docs = await loader.loadAndSplit(textSplitter) } else { docs = await loader.load() } return docs } let availableUrls: string[] let docs = [] if (webScrap) { if (!limit) limit = '10' availableUrls = await getAvailableURLs(url, parseInt(limit)) for (let i = 0; i < availableUrls.length; i++) { docs.push(...(await cheerioLoader(availableUrls[i]))) } } else { docs = await cheerioLoader(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: Cheerio_DocumentLoaders }