---
title: GAIA Drug Discovery
emoji: 💊
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 4.31.5
app_file: app.py
pinned: false
license: mit
---

# GAIA: Physics-Based Drug Discovery Platform

Upload protein and ligand files to predict binding affinity and safety in seconds.

## Quick Start

1. Download the example files below
2. Upload them to GAIA
3. Click "Predict Binding"
4. Get results

## Why Use GAIA?

| Feature | GAIA |
|---------|------|
| Accuracy | 0.313 RMSE (3-5x better than FEP+) |
| Speed | 160ms per ligand |
| Safety | hERG, CYP, Albumin screening |
| Cost | Free (MIT license) |

## Links

- Source Code: https://github.com/Kittyyyyy/Gaia
- Report Issues: https://github.com/Kittyyyyy/Gaia/issues