anything-llm/server/utils/files/index.js

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const fs = require("fs");
const path = require("path");
const { v5: uuidv5 } = require("uuid");
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async function collectDocumentData(folderName = null) {
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if (!folderName) throw new Error("No docPath provided in request");
const folder =
process.env.NODE_ENV === "development"
? path.resolve(__dirname, `../../storage/documents/${folderName}`)
: path.resolve(process.env.STORAGE_DIR, `documents/${folderName}`);
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const dirExists = fs.existsSync(folder);
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if (!dirExists)
throw new Error(
`No documents folder for ${folderName} - did you run collector/main.py for this element?`
);
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const files = fs.readdirSync(folder);
const fileData = [];
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files.forEach((file) => {
if (path.extname(file) === ".json") {
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const filePath = path.join(folder, file);
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const data = fs.readFileSync(filePath, "utf8");
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console.log(`Parsing document: ${file}`);
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fileData.push(JSON.parse(data));
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}
});
return fileData;
}
// Should take in a folder that is a subfolder of documents
// eg: youtube-subject/video-123.json
async function fileData(filePath = null) {
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if (!filePath) throw new Error("No docPath provided in request");
const fullPath =
process.env.NODE_ENV === "development"
? path.resolve(__dirname, `../../storage/documents/${filePath}`)
: path.resolve(process.env.STORAGE_DIR, `documents/${filePath}`);
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const fileExists = fs.existsSync(fullPath);
if (!fileExists) return null;
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const data = fs.readFileSync(fullPath, "utf8");
return JSON.parse(data);
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}
async function viewLocalFiles() {
const folder =
process.env.NODE_ENV === "development"
? path.resolve(__dirname, `../../storage/documents`)
: path.resolve(process.env.STORAGE_DIR, `documents`);
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const dirExists = fs.existsSync(folder);
if (!dirExists) fs.mkdirSync(folder);
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const directory = {
name: "documents",
type: "folder",
items: [],
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};
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for (const file of fs.readdirSync(folder)) {
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if (path.extname(file) === ".md") continue;
const folderPath =
process.env.NODE_ENV === "development"
? path.resolve(__dirname, `../../storage/documents/${file}`)
: path.resolve(process.env.STORAGE_DIR, `documents/${file}`);
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const isFolder = fs.lstatSync(folderPath).isDirectory();
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if (isFolder) {
const subdocs = {
name: file,
type: "folder",
items: [],
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};
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const subfiles = fs.readdirSync(folderPath);
for (const subfile of subfiles) {
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if (path.extname(subfile) !== ".json") continue;
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const filePath = path.join(folderPath, subfile);
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const rawData = fs.readFileSync(filePath, "utf8");
const cachefilename = `${file}/${subfile}`;
const { pageContent, ...metadata } = JSON.parse(rawData);
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subdocs.items.push({
name: subfile,
type: "file",
...metadata,
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cached: await cachedVectorInformation(cachefilename, true),
});
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}
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directory.items.push(subdocs);
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}
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}
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return directory;
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}
// Searches the vector-cache folder for existing information so we dont have to re-embed a
// document and can instead push directly to vector db.
async function cachedVectorInformation(filename = null, checkOnly = false) {
if (!filename) return checkOnly ? false : { exists: false, chunks: [] };
const digest = uuidv5(filename, uuidv5.URL);
const file =
process.env.NODE_ENV === "development"
? path.resolve(__dirname, `../../storage/vector-cache/${digest}.json`)
: path.resolve(process.env.STORAGE_DIR, `vector-cache/${digest}.json`);
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const exists = fs.existsSync(file);
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if (checkOnly) return exists;
if (!exists) return { exists, chunks: [] };
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console.log(
`Cached vectorized results of ${filename} found! Using cached data to save on embed costs.`
);
const rawData = fs.readFileSync(file, "utf8");
return { exists: true, chunks: JSON.parse(rawData) };
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}
// vectorData: pre-chunked vectorized data for a given file that includes the proper metadata and chunk-size limit so it can be iterated and dumped into Pinecone, etc
// filename is the fullpath to the doc so we can compare by filename to find cached matches.
async function storeVectorResult(vectorData = [], filename = null) {
if (!filename) return;
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console.log(
`Caching vectorized results of ${filename} to prevent duplicated embedding.`
);
const folder =
process.env.NODE_ENV === "development"
? path.resolve(__dirname, `../../storage/vector-cache`)
: path.resolve(process.env.STORAGE_DIR, `vector-cache`);
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if (!fs.existsSync(folder)) fs.mkdirSync(folder);
const digest = uuidv5(filename, uuidv5.URL);
const writeTo = path.resolve(folder, `${digest}.json`);
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fs.writeFileSync(writeTo, JSON.stringify(vectorData), "utf8");
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return;
}
// Purges a file from the documents/ folder.
async function purgeSourceDocument(filename = null) {
if (!filename) return;
console.log(`Purging source document of ${filename}.`);
const filePath =
process.env.NODE_ENV === "development"
? path.resolve(__dirname, `../../storage/documents`, filename)
: path.resolve(process.env.STORAGE_DIR, `documents`, filename);
if (!fs.existsSync(filePath)) return;
fs.rmSync(filePath);
return;
}
// Purges a vector-cache file from the vector-cache/ folder.
async function purgeVectorCache(filename = null) {
if (!filename) return;
console.log(`Purging vector-cache of ${filename}.`);
const digest = uuidv5(filename, uuidv5.URL);
const filePath =
process.env.NODE_ENV === "development"
? path.resolve(__dirname, `../../storage/vector-cache`, `${digest}.json`)
: path.resolve(process.env.STORAGE_DIR, `vector-cache`, `${digest}.json`);
if (!fs.existsSync(filePath)) return;
fs.rmSync(filePath);
return;
}
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module.exports = {
cachedVectorInformation,
collectDocumentData,
viewLocalFiles,
purgeSourceDocument,
purgeVectorCache,
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storeVectorResult,
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fileData,
};