27 lines
902 B
Python
27 lines
902 B
Python
import hashlib
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try:
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from langchain_community.document_loaders import Docx2txtLoader
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except ImportError:
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raise ImportError("Docx file requires extra dependencies. Install with `pip install docx2txt==0.8`") from None
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from embedchain.helpers.json_serializable import register_deserializable
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from embedchain.loaders.base_loader import BaseLoader
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@register_deserializable
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class DocxFileLoader(BaseLoader):
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def load_data(self, url):
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"""Load data from a .docx file."""
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loader = Docx2txtLoader(url)
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output = []
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data = loader.load()
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content = data[0].page_content
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metadata = data[0].metadata
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metadata["url"] = "local"
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output.append({"content": content, "meta_data": metadata})
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doc_id = hashlib.sha256((content + url).encode()).hexdigest()
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return {
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"doc_id": doc_id,
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"data": output,
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}
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