from decimal import Decimal
import pandas as pd

def decimal_from_value(value):
    return Decimal(value)

df = pd.read_csv(filename, converters={'values': decimal_from_value})

# converter set values type to "object" (Decimal), not default float64
print(df.dtypes)
# values object