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import Dexie, { Table } from "dexie";
import { IDocument, DocumentType, DocumentTypeMap } from "./types";
import { configure, BFSRequire } from "browserfs";
import { WebPDFLoader } from "@langchain/community/document_loaders/web/pdf";
import { YoutubeLoader } from "@langchain/community/document_loaders/web/youtube";
import { TextLoader } from "langchain/document_loaders/fs/text";
import { DocxLoader } from "@langchain/community/document_loaders/fs/docx";
import * as pdfjs from "pdfjs-dist";
import { DocumentLoader } from "@langchain/core/document_loaders/base";
import { Buffer } from 'buffer';
import mime from "mime";
pdfjs.GlobalWorkerOptions.workerSrc = new URL(
"pdfjs-dist/build/pdf.worker.min.mjs",
import.meta.url,
).toString();
export class DocumentManager extends Dexie {
private static instance: DocumentManager;
fs!: typeof import("fs");
documents!: Table<IDocument>;
private initialized: boolean = false;
private initPromise: Promise<void> | null = null;
public static getInstance(): DocumentManager {
if (!DocumentManager.instance) {
DocumentManager.instance = new DocumentManager();
}
return DocumentManager.instance;
}
private constructor() {
super("documents");
this.version(1).stores({
documents: "id, name, path, type, createdAt",
});
this.initPromise = this.initialize();
}
private async initialize() {
if (this.initialized) return;
await new Promise<void>((resolve) => {
configure({
fs: "IndexedDB",
options: {}
}, () => {
this.fs = BFSRequire("fs") as unknown as typeof import("fs");
resolve();
});
});
this.initialized = true;
}
private async ensureInitialized() {
if (!this.initialized) {
await this.initPromise;
}
}
getDocumentType(mimeType: string): DocumentType {
const [type, subtype] = mimeType.split("/");
// Handle common MIME types
if (type === 'image') return 'image';
if (type === 'video') return 'video';
if (type === 'audio') return 'audio';
// Handle specific document types
const mimeToExtension: Record<string, string> = {
'application/pdf': 'pdf',
'application/msword': 'docx',
'application/vnd.openxmlformats-officedocument.wordprocessingml.document': 'docx',
'text/plain': 'txt',
'text/html': 'html',
'text/markdown': 'markdown'
};
const extension = mimeToExtension[mimeType] || subtype;
for (const [docType, extensions] of Object.entries(DocumentTypeMap)) {
if ((extensions as readonly string[]).includes(extension)) {
return docType as DocumentType;
}
}
return "txt";
}
async uploadDocument(file: File) {
await this.ensureInitialized();
const fileId = crypto.randomUUID();
const fileName = `${fileId}.${file.type.split("/")[1]}`;
const filePath = `documents/${fileName}`;
const buffer = await file.arrayBuffer();
// Ensure the documents directory exists
await new Promise<void>((resolve, reject) => {
this.fs.mkdir('documents', { recursive: true }, (err) => {
if (err && err.code !== 'EEXIST') {
reject(err);
} else {
resolve();
}
});
});
await new Promise<void>((resolve, reject) => {
this.fs.writeFile(filePath, Buffer.from(buffer), (err) => {
if (err) {
console.error(err);
reject(err);
} else {
resolve();
}
});
});
const newDoc: IDocument = {
id: fileId,
name: file.name,
path: filePath,
type: this.getDocumentType(file.type),
createdAt: Date.now(),
}
await this.documents.add(newDoc);
return newDoc;
}
async uploadUrl(url: string) {
await this.ensureInitialized();
const fileId = crypto.randomUUID();
const createdAt = Date.now();
let newDoc: IDocument;
if (url.includes("youtube.com") || url.includes("youtu.be")) {
newDoc = {
id: fileId,
name: url,
path: url,
type: "youtube",
createdAt,
};
} else {
newDoc = {
id: fileId,
name: url,
path: url,
type: "url",
createdAt,
};
}
await this.documents.add(newDoc);
return newDoc;
}
async getDocument(id: string) {
await this.ensureInitialized();
const file = await this.documents.get(id);
if (!file) {
throw new Error("Document not found");
}
const filePath = file.path;
const data = await new Promise<Buffer>((resolve, reject) => {
this.fs.readFile(filePath, (err, data) => {
if (err) reject(err);
else resolve(data);
});
});
const mimeType = mime.getType(file.name) || file.type;
return new File([data], file.name, { type: mimeType });
}
async loadDocument(id: string) {
await this.ensureInitialized();
const file = await this.documents.get(id);
if (!file) {
throw new Error("Document not found");
}
const type = file.type;
let loader: DocumentLoader;
switch (type) {
case "pdf":
loader = new WebPDFLoader(await this.getDocument(id), {
splitPages: false,
pdfjs: () => Promise.resolve(pdfjs),
});
break;
case "youtube":
loader = YoutubeLoader.createFromUrl(
file.path,
{
language: "en",
addVideoInfo: true,
}
);
break;
case "docx":
loader = new DocxLoader(await this.getDocument(id));
break;
case "doc":
loader = new DocxLoader(await this.getDocument(id), { type: "doc" });
break;
case "txt":
loader = new TextLoader(await this.getDocument(id));
break;
default:
loader = new TextLoader(await this.getDocument(id));
}
const docs = await loader.load();
// add metadata to each doc
docs.forEach(doc => {
doc.metadata = {
id: file.id,
name: file.name,
source: file.path,
type: file.type,
createdAt: file.createdAt,
};
});
return docs;
}
}
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