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docs: add fact_check docstring and default top_k#6

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docs: add fact_check docstring and default top_k#6
yl-atomic wants to merge 1 commit into
yanalialiuk:mainfrom
yl-atomic:pr/01-fact-check-docstring

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Adds documentation for fact_check and introduces DEFAULT_TOP_K for the retrieval limit.

Made with Cursor

Co-authored-by: Cursor <cursoragent@cursor.com>
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