---
title: FairHousing Classifier
emoji: 🌖
colorFrom: pink
colorTo: pink
sdk: gradio
sdk_version: 5.42.0
app_file: app.py
pinned: false
---

# Fair Housing Text Checker

Purpose
- Help real estate professionals spot language that could imply a preference, limitation, or discrimination based on protected classes.
- Provide neutral, inclusive alternatives.
- Not legal advice.

How it works
- Rules-first engine using regex patterns from phrases.yaml
- Optional tiny ML score if you plug in a small sequence classifier

Run locally
- pip install -r requirements.txt
- python app.py

On Spaces
- Add the four files
- Set Space SDK to Gradio
- Deploy