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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 { PDFLoader } from 'langchain/document_loaders/fs/pdf' |
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class Pdf_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 = 'Pdf File' |
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this.name = 'pdfFile' |
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this.type = 'Document' |
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this.icon = 'pdf.svg' |
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this.category = 'Document Loaders' |
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this.description = `Load data from PDF files` |
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this.baseClasses = [this.type] |
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this.inputs = [ |
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{ |
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label: 'Pdf File', |
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name: 'pdfFile', |
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type: 'file', |
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fileType: '.pdf' |
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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: 'Usage', |
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name: 'usage', |
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type: 'options', |
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options: [ |
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{ |
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label: 'One document per page', |
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name: 'perPage' |
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}, |
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{ |
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label: 'One document per file', |
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name: 'perFile' |
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} |
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], |
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default: 'perPage' |
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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 pdfFileBase64 = nodeData.inputs?.pdfFile as string |
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const usage = nodeData.inputs?.usage as string |
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const metadata = nodeData.inputs?.metadata |
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let alldocs = [] |
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let files: string[] = [] |
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if (pdfFileBase64.startsWith('[') && pdfFileBase64.endsWith(']')) { |
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files = JSON.parse(pdfFileBase64) |
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} else { |
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files = [pdfFileBase64] |
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} |
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for (const file of files) { |
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const splitDataURI = file.split(',') |
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splitDataURI.pop() |
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const bf = Buffer.from(splitDataURI.pop() || '', 'base64') |
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if (usage === 'perFile') { |
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const loader = new PDFLoader(new Blob([bf]), { |
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splitPages: false, |
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pdfjs: () => import('pdf-parse/lib/pdf.js/v1.10.100/build/pdf.js') |
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}) |
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if (textSplitter) { |
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const docs = await loader.loadAndSplit(textSplitter) |
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alldocs.push(...docs) |
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} else { |
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const docs = await loader.load() |
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alldocs.push(...docs) |
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} |
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} else { |
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const loader = new PDFLoader(new Blob([bf]), { pdfjs: () => import('pdf-parse/lib/pdf.js/v1.10.100/build/pdf.js') }) |
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if (textSplitter) { |
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const docs = await loader.loadAndSplit(textSplitter) |
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alldocs.push(...docs) |
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} else { |
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const docs = await loader.load() |
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alldocs.push(...docs) |
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} |
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} |
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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 alldocs) { |
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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 alldocs |
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} |
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} |
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module.exports = { nodeClass: Pdf_DocumentLoaders } |
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