langchain.document_loaders.news.NewsURLLoader

class langchain.document_loaders.news.NewsURLLoader(urls: List[str], text_mode: bool = True, nlp: bool = False, continue_on_failure: bool = True, show_progress_bar: bool = False, **newspaper_kwargs: Any)[source]

Load news articles from URLs using Unstructured.

Parameters
  • urls – URLs to load. Each is loaded into its own document.

  • text_mode – If True, extract text from URL and use that for page content. Otherwise, extract raw HTML.

  • nlp – If True, perform NLP on the extracted contents, like providing a summary and extracting keywords.

  • continue_on_failure – If True, continue loading documents even if loading fails for a particular URL.

  • show_progress_bar – If True, use tqdm to show a loading progress bar. Requires tqdm to be installed, pip install tqdm.

  • **newspaper_kwargs – Any additional named arguments to pass to newspaper.Article().

Example

from langchain.document_loaders import NewsURLLoader

loader = NewsURLLoader(
    urls=["<url-1>", "<url-2>"],
)
docs = loader.load()
Newspaper reference:

https://newspaper.readthedocs.io/en/latest/

Initialize with file path.

Methods

__init__(urls[, text_mode, nlp, ...])

Initialize with file path.

lazy_load()

A lazy loader for Documents.

load()

Load data into Document objects.

load_and_split([text_splitter])

Load Documents and split into chunks.

__init__(urls: List[str], text_mode: bool = True, nlp: bool = False, continue_on_failure: bool = True, show_progress_bar: bool = False, **newspaper_kwargs: Any) None[source]

Initialize with file path.

lazy_load() Iterator[Document][source]

A lazy loader for Documents.

load() List[Document][source]

Load data into Document objects.

load_and_split(text_splitter: Optional[TextSplitter] = None) List[Document]

Load Documents and split into chunks. Chunks are returned as Documents.

Parameters

text_splitter – TextSplitter instance to use for splitting documents. Defaults to RecursiveCharacterTextSplitter.

Returns

List of Documents.

Examples using NewsURLLoader