多个独立文件
¥Multiple individual files
本示例介绍如何从多个文件路径加载数据。第二个参数是文件扩展名到加载器工厂的映射。每个文件将被传递给匹配的加载器,并将生成的文档连接在一起。
¥This example goes over how to load data from multiple file paths. 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.
文件示例:
¥Example files:
src/document_loaders/example_data/example/
├── example.txt
└── example.csv
src/document_loaders/example_data/example2/
├── example.json
└── example.jsonl
代码示例:
¥Example code:
import { MultiFileLoader } from "langchain/document_loaders/fs/multi_file";
import {
JSONLoader,
JSONLinesLoader,
} from "langchain/document_loaders/fs/json";
import { TextLoader } from "langchain/document_loaders/fs/text";
import { CSVLoader } from "langchain/document_loaders/fs/csv";
const loader = new MultiFileLoader(
[
"src/document_loaders/example_data/example/example.txt",
"src/document_loaders/example_data/example/example.csv",
"src/document_loaders/example_data/example2/example.json",
"src/document_loaders/example_data/example2/example.jsonl",
],
{
".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 });