dosubot[bot]
commented
1 year ago π€
Hello,
Based on the context provided, it seems you're looking for an alternative to the UnstructuredURLLoader feature in the Javascript version of LangChain. The equivalent feature in the Javascript version of LangChain is the UnstructuredLoader class. This class is designed to load unstructured data from various file types and convert them into a structured format that can be used by the LangChain application.
Here is an example of how you can use the UnstructuredLoader class:
import * as path from "node:path";
import { UnstructuredLoader } from "langchain/document_loaders/fs/unstructured";
const filePath = path.resolve(
path.dirname(url.fileURLToPath(import.meta.url)),
"./example_data/example.txt"
);
const options = {
apiKey: "MY_API_KEY",
};
const loader = new UnstructuredLoader(filePath, options);
const docs = await loader.load();In this example, the UnstructuredLoader class is used to load a file from the specified path. The load method is then called to convert the unstructured data into a structured format. The resulting documents are then stored in the docs variable.
As for handling CSS properties, URLs, and Javascript when loading unstructured data, I wasn't able to find specific information on how the UnstructuredURLLoader handles these elements. However, it's worth noting that the purpose of the UnstructuredLoader is to convert unstructured data into a structured format that can be used by the LangChain application. Therefore, it's likely that these elements are either ignored or processed in a way that allows them to be included in the structured data.
If you're experiencing issues with these elements being included in your structured data, you might need to implement additional processing steps to remove or handle these elements as needed. This could involve using a library like cheerio or html-to-text to parse the HTML and remove unwanted elements, as you mentioned in your question.
I hope this helps! If you have any further questions or need more clarification, please let me know.
Sources
- langchain/src/document_loaders/fs/unstructured.ts
- examples/src/document_loaders/unstructured.ts
- examples/src/document_loaders/unstructured_directory.ts
- langchain/src/document_loaders/tests/unstructured.int.test.ts
- examples/src/document_transformers/html_to_text.ts
- langchain/src/document_transformers/html_to_text.ts
- langchain/src/document_loaders/tests/cheerio.int.test.ts
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apurvjha123
Greasen
Due to this issue I have to use cherrio, html-to-text which is given in documentation , there are some cons of this. When I asked RetrivalQA then It return css properties, URLs and javascript as well , because they are involved init.
Can please some one suggest what is the alternate of ### UnstructuredURLLoader in javascript langchain Please .****