from typing import Iterator from langchain_core.documents import Document from langchain_community.document_loaders.base import BaseBlobParser from langchain_community.document_loaders.blob_loaders import Blob class MsWordParser(BaseBlobParser): """Parse the Microsoft Word documents from a blob.""" def lazy_parse(self, blob: Blob) -> Iterator[Document]: """Parse a Microsoft Word document into the Document iterator. Args: blob: The blob to parse. Returns: An iterator of Documents. """ try: from unstructured.partition.doc import partition_doc from unstructured.partition.docx import partition_docx except ImportError as e: raise ImportError( "Could not import unstructured, please install with `pip install " "unstructured`." ) from e mime_type_parser = { "application/msword": partition_doc, "application/vnd.openxmlformats-officedocument.wordprocessingml.document": ( partition_docx ), } if blob.mimetype not in ( "application/msword", "application/vnd.openxmlformats-officedocument.wordprocessingml.document", ): raise ValueError("This blob type is not supported for this parser.") with blob.as_bytes_io() as word_document: elements = mime_type_parser[blob.mimetype](file=word_document) text = "\n\n".join([str(el) for el in elements]) metadata = {"source": blob.source} yield Document(page_content=text, metadata=metadata)