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# Preprocessing modules
from .pdf_downloader import PDFDownloader
from .file_downloader import FileDownloader
from .pdf_extractor import TextExtractor
from .text_chunker import TextChunker
from .embedding_manager import EmbeddingManager
from .vector_storage import VectorStorage
from .metadata_manager import MetadataManager
from .docx_extractor import extract_docx
from .pptx_extractor import extract_pptx
from .xlsx_extractor import extract_xlsx
from .modular_preprocessor import ModularDocumentPreprocessor
__all__ = [
'PDFDownloader',
'FileDownloader',
'TextExtractor',
'TextChunker',
'EmbeddingManager',
'VectorStorage',
'MetadataManager',
'extract_docx',
'extract_pptx',
'extract_xlsx',
'ModularDocumentPreprocessor'
]
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