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38 lines
1.2 KiB
Python
38 lines
1.2 KiB
Python
"""Loader that loads ReadTheDocs documentation directory dump."""
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from pathlib import Path
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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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class ReadTheDocsLoader(BaseLoader):
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"""Loader that loads ReadTheDocs documentation directory dump."""
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def __init__(self, path: str):
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"""Initialize path."""
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self.file_path = path
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def load(self) -> List[Document]:
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"""Load documents."""
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from bs4 import BeautifulSoup
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def _clean_data(data: str) -> str:
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soup = BeautifulSoup(data)
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text = soup.find_all("main", {"id": "main-content"})
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if len(text) != 0:
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text = text[0].get_text()
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else:
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text = ""
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return "\n".join([t for t in text.split("\n") if t])
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docs = []
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for p in Path(self.file_path).rglob("*"):
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if p.is_dir():
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continue
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with open(p) as f:
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text = _clean_data(f.read())
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metadata = {"source": str(p)}
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docs.append(Document(page_content=text, metadata=metadata))
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return docs
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