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import { INode, INodeData, INodeParams } from '../../../src/Interface' |
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import { TextSplitter } from 'langchain/text_splitter' |
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import { CheerioWebBaseLoader } from 'langchain/document_loaders/web/cheerio' |
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import { test } from 'linkifyjs' |
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import { getAvailableURLs } from '../../../src' |
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class Cheerio_DocumentLoaders implements INode { |
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label: string |
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name: string |
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description: string |
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type: string |
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icon: string |
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category: string |
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baseClasses: string[] |
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inputs: INodeParams[] |
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constructor() { |
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this.label = 'Cheerio Web Scraper' |
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this.name = 'cheerioWebScraper' |
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this.type = 'Document' |
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this.icon = 'cheerio.svg' |
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this.category = 'Document Loaders' |
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this.description = `Load data from webpages` |
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this.baseClasses = [this.type] |
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this.inputs = [ |
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{ |
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label: 'URL', |
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name: 'url', |
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type: 'string' |
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}, |
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{ |
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label: 'Text Splitter', |
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name: 'textSplitter', |
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type: 'TextSplitter', |
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optional: true |
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}, |
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{ |
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label: 'Web Scrap for Relative Links', |
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name: 'webScrap', |
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type: 'boolean', |
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optional: true, |
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additionalParams: true |
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}, |
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{ |
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label: 'Web Scrap Links Limit', |
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name: 'limit', |
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type: 'number', |
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default: 10, |
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optional: true, |
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additionalParams: true |
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}, |
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{ |
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label: 'Metadata', |
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name: 'metadata', |
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type: 'json', |
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optional: true, |
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additionalParams: true |
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} |
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] |
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} |
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async init(nodeData: INodeData): Promise<any> { |
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const textSplitter = nodeData.inputs?.textSplitter as TextSplitter |
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const metadata = nodeData.inputs?.metadata |
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const webScrap = nodeData.inputs?.webScrap as boolean |
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let limit = nodeData.inputs?.limit as string |
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let url = nodeData.inputs?.url as string |
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url = url.trim() |
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if (!test(url)) { |
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throw new Error('Invalid URL') |
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} |
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const cheerioLoader = async (url: string): Promise<any> => { |
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let docs = [] |
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const loader = new CheerioWebBaseLoader(url) |
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if (textSplitter) { |
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docs = await loader.loadAndSplit(textSplitter) |
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} else { |
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docs = await loader.load() |
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} |
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return docs |
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} |
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let availableUrls: string[] |
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let docs = [] |
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if (webScrap) { |
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if (!limit) limit = '10' |
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availableUrls = await getAvailableURLs(url, parseInt(limit)) |
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for (let i = 0; i < availableUrls.length; i++) { |
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docs.push(...(await cheerioLoader(availableUrls[i]))) |
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} |
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} else { |
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docs = await cheerioLoader(url) |
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} |
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if (metadata) { |
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const parsedMetadata = typeof metadata === 'object' ? metadata : JSON.parse(metadata) |
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let finaldocs = [] |
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for (const doc of docs) { |
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const newdoc = { |
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...doc, |
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metadata: { |
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...doc.metadata, |
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...parsedMetadata |
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} |
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} |
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finaldocs.push(newdoc) |
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} |
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return finaldocs |
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} |
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return docs |
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} |
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} |
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module.exports = { nodeClass: Cheerio_DocumentLoaders } |
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