1Z0-184-25 practice

Q1 Single choice

In the following Python code, what is the significance of prepending the source filename to each text chunk before storing it in the vector database?

bash

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docs = [{"text": filename + "|" + section, "path": filename} for filename, sections in faqs.items() for section in
sections]

# Sample the resulting data docs[:2]

A
It preserves context and aids in the retrieval process by associating each vectorized chunk with its original source file
B
It helps differentiate between chunks from different files but has no impact on vectorization
C
It speeds up the vectorization process by providing a unique identifier for each chunk
D
It improves the accuracy of the LLM by providing additional training data