import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface' import { TextSplitter } from 'langchain/text_splitter' import { PDFLoader } from 'langchain/document_loaders/fs/pdf' import { getStoragePath } from '../../../src' import fs from 'fs' import path from 'path' class Pdf_DocumentLoaders implements INode { label: string name: string version: number description: string type: string icon: string category: string baseClasses: string[] inputs: INodeParams[] constructor() { this.label = 'Pdf File' this.name = 'pdfFile' this.version = 1.0 this.type = 'Document' this.icon = 'pdf.svg' this.category = 'Document Loaders' this.description = `Load data from PDF files` this.baseClasses = [this.type] this.inputs = [ { label: 'Pdf File', name: 'pdfFile', type: 'file', fileType: '.pdf' }, { label: 'Text Splitter', name: 'textSplitter', type: 'TextSplitter', optional: true }, { label: 'Usage', name: 'usage', type: 'options', options: [ { label: 'One document per page', name: 'perPage' }, { label: 'One document per file', name: 'perFile' } ], default: 'perPage' }, { label: 'Use Legacy Build', name: 'legacyBuild', type: 'boolean', optional: true, additionalParams: true }, { label: 'Metadata', name: 'metadata', type: 'json', optional: true, additionalParams: true } ] } async init(nodeData: INodeData, _: string, options: ICommonObject): Promise { const textSplitter = nodeData.inputs?.textSplitter as TextSplitter const pdfFileBase64 = nodeData.inputs?.pdfFile as string const usage = nodeData.inputs?.usage as string const metadata = nodeData.inputs?.metadata const legacyBuild = nodeData.inputs?.legacyBuild as boolean let alldocs: any[] = [] let files: string[] = [] //FILE-STORAGE::["CONTRIBUTING.md","LICENSE.md","README.md"] if (pdfFileBase64.startsWith('FILE-STORAGE::')) { const fileName = pdfFileBase64.replace('FILE-STORAGE::', '') if (fileName.startsWith('[') && fileName.endsWith(']')) { files = JSON.parse(fileName) } else { files = [fileName] } const chatflowid = options.chatflowid for (const file of files) { const fileInStorage = path.join(getStoragePath(), chatflowid, file) const fileData = fs.readFileSync(fileInStorage) const bf = Buffer.from(fileData) await this.extractDocs(usage, bf, legacyBuild, textSplitter, alldocs) } } else { if (pdfFileBase64.startsWith('[') && pdfFileBase64.endsWith(']')) { files = JSON.parse(pdfFileBase64) } else { files = [pdfFileBase64] } for (const file of files) { const splitDataURI = file.split(',') splitDataURI.pop() const bf = Buffer.from(splitDataURI.pop() || '', 'base64') await this.extractDocs(usage, bf, legacyBuild, textSplitter, alldocs) } } if (metadata) { const parsedMetadata = typeof metadata === 'object' ? metadata : JSON.parse(metadata) let finaldocs = [] for (const doc of alldocs) { const newdoc = { ...doc, metadata: { ...doc.metadata, ...parsedMetadata } } finaldocs.push(newdoc) } return finaldocs } return alldocs } private async extractDocs(usage: string, bf: Buffer, legacyBuild: boolean, textSplitter: TextSplitter, alldocs: any[]) { if (usage === 'perFile') { const loader = new PDFLoader(new Blob([bf]), { splitPages: false, pdfjs: () => // @ts-ignore legacyBuild ? import('pdfjs-dist/legacy/build/pdf.js') : import('pdf-parse/lib/pdf.js/v1.10.100/build/pdf.js') }) if (textSplitter) { const docs = await loader.loadAndSplit(textSplitter) alldocs.push(...docs) } else { const docs = await loader.load() alldocs.push(...docs) } } else { const loader = new PDFLoader(new Blob([bf]), { pdfjs: () => // @ts-ignore legacyBuild ? import('pdfjs-dist/legacy/build/pdf.js') : import('pdf-parse/lib/pdf.js/v1.10.100/build/pdf.js') }) if (textSplitter) { const docs = await loader.loadAndSplit(textSplitter) alldocs.push(...docs) } else { const docs = await loader.load() alldocs.push(...docs) } } } } module.exports = { nodeClass: Pdf_DocumentLoaders }