---
title: English Learning Tinykan
emoji: 🎓
colorFrom: blue
colorTo: indigo
sdk: gradio
app_file: main.py
pinned: false
license: mit
---

# Multi-Agent KAN System for Adaptive English Learning

Three-agent architecture (Evaluator · Teacher · Planner) for CEFR-aligned
English language learning, built on a distilled Kolmogorov–Arnold Network
(TinyKAN-Distilled, 32,080 parameters) coupled with Gemini 2.5 Flash.

## Required Space secret

Set this under **Settings → Variables and secrets** before the first run:

| Name | Value |
|---|---|
| `GEMINI_API_KEY` | your Gemini API key from https://aistudio.google.com |

## Required files (upload alongside these)

- `tinykan_cosine.pth` — trained model weights