README.md

---
title: Igpa Legislation Explorer
emoji: 🚀
colorFrom: red
colorTo: red
sdk: streamlit
app_file: app.py
app_port: 8501
tags:
- streamlit
- faiss
- semantic-search
pinned: false
short_description: IGPA semantic search and exploration of legislation
---

# IGPA Legislation Explorer

This Streamlit app lets you perform semantic search over a corpus of legislation using a FAISS index and sentence-transformers embeddings. It supports:

- Free-text queries over bill summaries
- Filtering by intended beneficiaries, policy domain, and impact rating
- Viewing bill summaries, key provisions, and similarity scores
- Downloading search results as CSV for further analysis

To customize or extend the app, edit `app.py` at the root of this Space.