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# ------------------------------------------------- # Helper functions # ------------------------------------------------- def normalize_text(txt: str) -> str: """Lower‑case, strip accents, collapse whitespace, remove surrounding punctuation.""" txt = txt.lower() txt = unicodedata.normalize("NFKD", txt).encode("ascii", "ignore").decode() txt = re.sub(r"\s+", " ", txt).strip() txt = re.sub(r"^[\pP]+|[\pP]+$", "", txt) # leading/trailing punctuation return txt

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