Guides Overview

Practical guides for using Loclean for extraction, cleaning, and privacy scrubbing.

Loclean guides show how to apply the core APIs to real workflows:

Clean and normalize messy data using Pandas or Polars.

Detect and redact PII locally with high accuracy.

Turn unstructured text into strictly typed JSON with Pydantic.

Quick Start

Install Loclean and run your first extraction and cleaning example in minutes.

Data Cleaning

Learn how to clean and normalize messy data using loclean.clean().