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- from langchain.document_loaders import PyPDFLoader
- from embedchain.helper_classes.json_serializable import register_deserializable
- from embedchain.loaders.base_loader import BaseLoader
- from embedchain.utils import clean_string
- @register_deserializable
- class PdfFileLoader(BaseLoader):
- def load_data(self, url):
- """Load data from a PDF file."""
- loader = PyPDFLoader(url)
- output = []
- pages = loader.load_and_split()
- if not len(pages):
- raise ValueError("No data found")
- for page in pages:
- content = page.page_content
- content = clean_string(content)
- meta_data = page.metadata
- meta_data["url"] = url
- output.append(
- {
- "content": content,
- "meta_data": meta_data,
- }
- )
- return output
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