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"""**Document Transformers** are classes to transform Documents.
**Document Transformers** usually used to transform a lot of Documents in a single run.
**Class hierarchy:**
.. code-block::
BaseDocumentTransformer --> <name> # Examples: DoctranQATransformer, DoctranTextTranslator
**Main helpers:**
.. code-block::
Document
""" # noqa: E501
from langchain.document_transformers.beautiful_soup_transformer import (
BeautifulSoupTransformer,
)
from langchain.document_transformers.doctran_text_extract import (
DoctranPropertyExtractor,
)
from langchain.document_transformers.doctran_text_qa import DoctranQATransformer
from langchain.document_transformers.doctran_text_translate import DoctranTextTranslator
from langchain.document_transformers.embeddings_redundant_filter import (
EmbeddingsClusteringFilter,
EmbeddingsRedundantFilter,
get_stateful_documents,
)
from langchain.document_transformers.google_translate import GoogleTranslateTransformer
from langchain.document_transformers.html2text import Html2TextTransformer
from langchain.document_transformers.long_context_reorder import LongContextReorder
from langchain.document_transformers.nuclia_text_transform import NucliaTextTransformer
from langchain.document_transformers.openai_functions import OpenAIMetadataTagger
__all__ = [
"BeautifulSoupTransformer",
"DoctranQATransformer",
"DoctranTextTranslator",
"DoctranPropertyExtractor",
"EmbeddingsClusteringFilter",
"EmbeddingsRedundantFilter",
"GoogleTranslateTransformer",
"get_stateful_documents",
"LongContextReorder",
"NucliaTextTransformer",
"OpenAIMetadataTagger",
"Html2TextTransformer",
]
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