2023-12-15 00:14:56 +01:00
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const { v4 } = require("uuid");
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const { PDFLoader } = require("langchain/document_loaders/fs/pdf");
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const {
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createdDate,
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trashFile,
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writeToServerDocuments,
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} = require("../../utils/files");
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const { tokenizeString } = require("../../utils/tokenizer");
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const { default: slugify } = require("slugify");
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async function asPDF({ fullFilePath = "", filename = "" }) {
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const pdfLoader = new PDFLoader(fullFilePath, {
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splitPages: true,
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});
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console.log(`-- Working ${filename} --`);
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const pageContent = [];
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const docs = await pdfLoader.load();
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for (const doc of docs) {
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console.log(
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2023-12-27 22:28:37 +01:00
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`-- Parsing content from pg ${
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doc.metadata?.loc?.pageNumber || "unknown"
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2023-12-15 00:14:56 +01:00
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} --`
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);
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2024-04-20 21:28:19 +02:00
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if (!doc.pageContent || !doc.pageContent.length) continue;
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2023-12-15 00:14:56 +01:00
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pageContent.push(doc.pageContent);
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}
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if (!pageContent.length) {
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console.error(`Resulting text content was empty for ${filename}.`);
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trashFile(fullFilePath);
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2024-01-17 01:04:22 +01:00
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return {
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success: false,
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reason: `No text content found in ${filename}.`,
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documents: [],
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};
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2023-12-15 00:14:56 +01:00
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}
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const content = pageContent.join("");
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2023-12-21 04:41:16 +01:00
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const data = {
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2023-12-15 00:14:56 +01:00
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id: v4(),
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url: "file://" + fullFilePath,
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2024-03-20 02:14:34 +01:00
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title: filename,
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2023-12-15 00:14:56 +01:00
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docAuthor: docs[0]?.metadata?.pdf?.info?.Creator || "no author found",
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2024-03-20 02:14:34 +01:00
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description: docs[0]?.metadata?.pdf?.info?.Title || "No description found.",
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2023-12-15 00:14:56 +01:00
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docSource: "pdf file uploaded by the user.",
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2024-02-13 23:11:57 +01:00
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chunkSource: "",
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2023-12-15 00:14:56 +01:00
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published: createdDate(fullFilePath),
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wordCount: content.split(" ").length,
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pageContent: content,
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token_count_estimate: tokenizeString(content).length,
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};
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2024-01-17 01:04:22 +01:00
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const document = writeToServerDocuments(
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data,
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`${slugify(filename)}-${data.id}`
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);
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2023-12-15 00:14:56 +01:00
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trashFile(fullFilePath);
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console.log(`[SUCCESS]: ${filename} converted & ready for embedding.\n`);
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2024-01-17 01:04:22 +01:00
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return { success: true, reason: null, documents: [document] };
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2023-12-15 00:14:56 +01:00
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}
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module.exports = asPDF;
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