Answer-first summary for fast verification
Answer: unstructured
The correct answer is C (unstructured) because it is specifically designed for document processing tasks like PDF text extraction with minimal code. It provides high-level abstractions that handle both text and image content in PDFs efficiently, aligning with the requirement for the least amount of code. Option A (flask) is a web framework unrelated to PDF processing. Option B (beautifulsoup) is for HTML/XML parsing, not PDFs. Option D (numpy) is for numerical computing and doesn't handle document text extraction. The community discussion shows 100% consensus on C, with users noting unstructured minimizes code while efficiently handling PDF text extraction.
Author: LeetQuiz Editorial Team
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A Generative AI Engineer is developing a RAG application that retrieves context from source documents in PDF format, which may contain both text and images. They want a solution that uses the least amount of code.
Which Python package should be used to extract the text from these PDFs?
A
flask
B
beautifulsoup
C
unstructured
D
numpy
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