mirror of
https://github.com/Mintplex-Labs/anything-llm.git
synced 2024-11-05 06:20:10 +01:00
8a7324d0e7
* Employ strict validations on document pathing * add comment * update validSubfolder var
196 lines
6.2 KiB
JavaScript
196 lines
6.2 KiB
JavaScript
const fs = require("fs");
|
|
const path = require("path");
|
|
const { v5: uuidv5 } = require("uuid");
|
|
const documentsPath =
|
|
process.env.NODE_ENV === "development"
|
|
? path.resolve(__dirname, `../../storage/documents`)
|
|
: path.resolve(process.env.STORAGE_DIR, `documents`);
|
|
const vectorCachePath =
|
|
process.env.NODE_ENV === "development"
|
|
? path.resolve(__dirname, `../../storage/vector-cache`)
|
|
: path.resolve(process.env.STORAGE_DIR, `vector-cache`);
|
|
|
|
// Should take in a folder that is a subfolder of documents
|
|
// eg: youtube-subject/video-123.json
|
|
async function fileData(filePath = null) {
|
|
if (!filePath) throw new Error("No docPath provided in request");
|
|
const fullFilePath = path.resolve(documentsPath, normalizePath(filePath));
|
|
if (!fs.existsSync(fullFilePath) || !isWithin(documentsPath, fullFilePath))
|
|
return null;
|
|
|
|
const data = fs.readFileSync(fullFilePath, "utf8");
|
|
return JSON.parse(data);
|
|
}
|
|
|
|
async function viewLocalFiles() {
|
|
if (!fs.existsSync(documentsPath)) fs.mkdirSync(documentsPath);
|
|
|
|
const directory = {
|
|
name: "documents",
|
|
type: "folder",
|
|
items: [],
|
|
};
|
|
|
|
for (const file of fs.readdirSync(documentsPath)) {
|
|
if (path.extname(file) === ".md") continue;
|
|
const folderPath = path.resolve(documentsPath, file);
|
|
const isFolder = fs.lstatSync(folderPath).isDirectory();
|
|
if (isFolder) {
|
|
const subdocs = {
|
|
name: file,
|
|
type: "folder",
|
|
items: [],
|
|
};
|
|
const subfiles = fs.readdirSync(folderPath);
|
|
|
|
for (const subfile of subfiles) {
|
|
if (path.extname(subfile) !== ".json") continue;
|
|
const filePath = path.join(folderPath, subfile);
|
|
const rawData = fs.readFileSync(filePath, "utf8");
|
|
const cachefilename = `${file}/${subfile}`;
|
|
const { pageContent, ...metadata } = JSON.parse(rawData);
|
|
|
|
subdocs.items.push({
|
|
name: subfile,
|
|
type: "file",
|
|
...metadata,
|
|
cached: await cachedVectorInformation(cachefilename, true),
|
|
});
|
|
}
|
|
directory.items.push(subdocs);
|
|
}
|
|
}
|
|
|
|
return directory;
|
|
}
|
|
|
|
// 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 = path.resolve(vectorCachePath, `${digest}.json`);
|
|
const exists = fs.existsSync(file);
|
|
|
|
if (checkOnly) return exists;
|
|
if (!exists) return { exists, chunks: [] };
|
|
|
|
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) };
|
|
}
|
|
|
|
// 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;
|
|
console.log(
|
|
`Caching vectorized results of ${filename} to prevent duplicated embedding.`
|
|
);
|
|
if (!fs.existsSync(vectorCachePath)) fs.mkdirSync(vectorCachePath);
|
|
|
|
const digest = uuidv5(filename, uuidv5.URL);
|
|
const writeTo = path.resolve(vectorCachePath, `${digest}.json`);
|
|
fs.writeFileSync(writeTo, JSON.stringify(vectorData), "utf8");
|
|
return;
|
|
}
|
|
|
|
// Purges a file from the documents/ folder.
|
|
async function purgeSourceDocument(filename = null) {
|
|
if (!filename) return;
|
|
const filePath = path.resolve(documentsPath, normalizePath(filename));
|
|
|
|
if (
|
|
!fs.existsSync(filePath) ||
|
|
!isWithin(documentsPath, filePath) ||
|
|
!fs.lstatSync(filePath).isFile()
|
|
)
|
|
return;
|
|
|
|
console.log(`Purging source document of ${filename}.`);
|
|
fs.rmSync(filePath);
|
|
return;
|
|
}
|
|
|
|
// Purges a vector-cache file from the vector-cache/ folder.
|
|
async function purgeVectorCache(filename = null) {
|
|
if (!filename) return;
|
|
const digest = uuidv5(filename, uuidv5.URL);
|
|
const filePath = path.resolve(vectorCachePath, `${digest}.json`);
|
|
|
|
if (!fs.existsSync(filePath) || !fs.lstatSync(filePath).isFile()) return;
|
|
console.log(`Purging vector-cache of ${filename}.`);
|
|
fs.rmSync(filePath);
|
|
return;
|
|
}
|
|
|
|
// Search for a specific document by its unique name in the entire `documents`
|
|
// folder via iteration of all folders and checking if the expected file exists.
|
|
async function findDocumentInDocuments(documentName = null) {
|
|
if (!documentName) return null;
|
|
for (const folder of fs.readdirSync(documentsPath)) {
|
|
const isFolder = fs
|
|
.lstatSync(path.join(documentsPath, folder))
|
|
.isDirectory();
|
|
if (!isFolder) continue;
|
|
|
|
const targetFilename = normalizePath(documentName);
|
|
const targetFileLocation = path.join(documentsPath, folder, targetFilename);
|
|
|
|
if (
|
|
!fs.existsSync(targetFileLocation) ||
|
|
!isWithin(documentsPath, targetFileLocation)
|
|
)
|
|
continue;
|
|
|
|
const fileData = fs.readFileSync(targetFileLocation, "utf8");
|
|
const cachefilename = `${folder}/${targetFilename}`;
|
|
const { pageContent, ...metadata } = JSON.parse(fileData);
|
|
return {
|
|
name: targetFilename,
|
|
type: "file",
|
|
...metadata,
|
|
cached: await cachedVectorInformation(cachefilename, true),
|
|
};
|
|
}
|
|
|
|
return null;
|
|
}
|
|
|
|
/**
|
|
* Checks if a given path is within another path.
|
|
* @param {string} outer - The outer path (should be resolved).
|
|
* @param {string} inner - The inner path (should be resolved).
|
|
* @returns {boolean} - Returns true if the inner path is within the outer path, false otherwise.
|
|
*/
|
|
function isWithin(outer, inner) {
|
|
if (outer === inner) return false;
|
|
const rel = path.relative(outer, inner);
|
|
return !rel.startsWith("../") && rel !== "..";
|
|
}
|
|
|
|
function normalizePath(filepath = "") {
|
|
const result = path
|
|
.normalize(filepath.trim())
|
|
.replace(/^(\.\.(\/|\\|$))+/, "")
|
|
.trim();
|
|
if (["..", ".", "/"].includes(result)) throw new Error("Invalid path.");
|
|
return result;
|
|
}
|
|
|
|
module.exports = {
|
|
findDocumentInDocuments,
|
|
cachedVectorInformation,
|
|
viewLocalFiles,
|
|
purgeSourceDocument,
|
|
purgeVectorCache,
|
|
storeVectorResult,
|
|
fileData,
|
|
normalizePath,
|
|
isWithin,
|
|
documentsPath,
|
|
};
|