Quick Start

pip install loclean

import loclean
from pydantic import BaseModel


class Product(BaseModel):
    name: str
    price: int
    color: str


item = loclean.extract("Selling red t-shirt for 50k", schema=Product)
print(item)

import polars as pl
import loclean

df = pl.DataFrame({"weight": ["5kg", "3.5 kg", "5000g", "2.2kg"]})

result = loclean.clean(
    df, target_col="weight", instruction="Convert all weights to kg"
)

print(result.select(["weight", "clean_value", "clean_unit"]))