Databricks Certified Generative AI Engineer Associate · Free Practice Question Easy
Question 26
A Generative AI Engineer is building a RAG application that will rely on context retrieved from source documents that are currently in PDF format. These PDFs can contain both text and images. They want to develop a solution using the least amount of lines of code. Which Python package should be used to extract the text from the source documents?
- A flask
- B beautifulsoup
- C unstructured
- D numpy
Reveal correct answer
Correct answer: C
Explanation
The unstructured library is designed to efficiently extract text and other structured data from PDFs with minimal code.A. Incorrect: Flask is a web framework and cannot extract text from PDFs.
B. Incorrect: BeautifulSoup is used for parsing HTML and XML documents, not PDFs.
C. Correct: The unstructured Python library is specifically designed for handling PDFs, including those with both text and images, and requires minimal coding effort.
D. Incorrect: Numpy is a numerical computation library and cannot process PDFs.
Discussion
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