Folders with multiple files
This example goes over how to load data from folders with multiple files. The second argument is a map of file extensions to loader factories. Each file will be passed to the matching loader, and the resulting documents will be concatenated together.
Example folder:
src/document_loaders/example_data/example/
├── example.json
├── example.jsonl
├── example.txt
└── example.csv
Example code:
import { DirectoryLoader } from "langchain/document_loaders/fs/directory";
import {
JSONLoader,
JSONLinesLoader,
} from "langchain/document_loaders/fs/json";
import { TextLoader } from "langchain/document_loaders/fs/text";
import { CSVLoader } from "@langchain/community/document_loaders/fs/csv";
const loader = new DirectoryLoader(
"src/document_loaders/example_data/example",
{
".json": (path) => new JSONLoader(path, "/texts"),
".jsonl": (path) => new JSONLinesLoader(path, "/html"),
".txt": (path) => new TextLoader(path),
".csv": (path) => new CSVLoader(path, "text"),
}
);
const docs = await loader.load();
console.log({ docs });