forked from Archives/langchain
Harrison/unstructured structured (#1004)
Harrison Chase
1 year ago
committed by
GitHub
parent
bbb06ca4cf
commit
0998577dfe
@ -1,29 +1,13 @@
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"""Loader that loads Microsoft Word files."""
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from typing import List
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from langchain.docstore.document import Document
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from langchain.document_loaders.base import BaseLoader
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from langchain.document_loaders.unstructured import UnstructuredFileLoader
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class UnstructuredDocxLoader(BaseLoader):
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class UnstructuredDocxLoader(UnstructuredFileLoader):
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"""Loader that uses unstructured to load Microsoft Word files."""
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def __init__(self, file_path: str):
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"""Initialize with file path."""
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try:
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import unstructured # noqa:F401
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except ImportError:
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raise ValueError(
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"unstructured package not found, please install it with "
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"`pip install unstructured`"
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)
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self.file_path = file_path
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def load(self) -> List[Document]:
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"""Load file."""
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def _get_elements(self) -> List:
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from unstructured.partition.docx import partition_docx
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elements = partition_docx(filename=self.file_path)
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text = "\n\n".join([str(el) for el in elements])
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metadata = {"source": self.file_path}
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return [Document(page_content=text, metadata=metadata)]
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return partition_docx(filename=self.file_path)
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@ -1,29 +1,13 @@
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"""Loader that loads email files."""
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from typing import List
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from langchain.docstore.document import Document
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from langchain.document_loaders.base import BaseLoader
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from langchain.document_loaders.unstructured import UnstructuredFileLoader
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class UnstructuredEmailLoader(BaseLoader):
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class UnstructuredEmailLoader(UnstructuredFileLoader):
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"""Loader that uses unstructured to load email files."""
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def __init__(self, file_path: str):
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"""Initialize with file path."""
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try:
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import unstructured # noqa:F401
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except ImportError:
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raise ValueError(
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"unstructured package not found, please install it with "
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"`pip install unstructured`"
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)
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self.file_path = file_path
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def load(self) -> List[Document]:
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"""Load file."""
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def _get_elements(self) -> List:
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from unstructured.partition.email import partition_email
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elements = partition_email(filename=self.file_path)
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text = "\n\n".join([str(el) for el in elements])
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metadata = {"source": self.file_path}
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return [Document(page_content=text, metadata=metadata)]
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return partition_email(filename=self.file_path)
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@ -1,29 +1,13 @@
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"""Loader that loads PDF files."""
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from typing import List
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from langchain.docstore.document import Document
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from langchain.document_loaders.base import BaseLoader
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from langchain.document_loaders.unstructured import UnstructuredFileLoader
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class UnstructuredHTMLLoader(BaseLoader):
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class UnstructuredHTMLLoader(UnstructuredFileLoader):
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"""Loader that uses unstructured to load HTML files."""
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def __init__(self, file_path: str):
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"""Initialize with file path."""
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try:
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import unstructured # noqa:F401
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except ImportError:
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raise ValueError(
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"unstructured package not found, please install it with "
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"`pip install unstructured`"
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)
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self.file_path = file_path
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def load(self) -> List[Document]:
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"""Load file."""
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def _get_elements(self) -> List:
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from unstructured.partition.html import partition_html
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elements = partition_html(filename=self.file_path)
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text = "\n\n".join([str(el) for el in elements])
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metadata = {"source": self.file_path}
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return [Document(page_content=text, metadata=metadata)]
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return partition_html(filename=self.file_path)
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@ -1,29 +1,13 @@
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"""Loader that loads powerpoint files."""
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from typing import List
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from langchain.docstore.document import Document
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from langchain.document_loaders.base import BaseLoader
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from langchain.document_loaders.unstructured import UnstructuredFileLoader
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class UnstructuredPowerPointLoader(BaseLoader):
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class UnstructuredPowerPointLoader(UnstructuredFileLoader):
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"""Loader that uses unstructured to load powerpoint files."""
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def __init__(self, file_path: str):
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"""Initialize with file path."""
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try:
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import unstructured # noqa:F401
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except ImportError:
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raise ValueError(
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"unstructured package not found, please install it with "
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"`pip install unstructured`"
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)
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self.file_path = file_path
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def load(self) -> List[Document]:
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"""Load file."""
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def _get_elements(self) -> List:
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from unstructured.partition.pptx import partition_pptx
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elements = partition_pptx(filename=self.file_path)
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text = "\n\n".join([str(el) for el in elements])
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metadata = {"source": self.file_path}
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return [Document(page_content=text, metadata=metadata)]
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return partition_pptx(filename=self.file_path)
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