README.md

---
title: Amkyaw Core L3
emoji: 🧠
colorFrom: yellow
colorTo: purple
sdk: gradio
sdk_version: 6.12.0
app_file: app.py
pinned: false
license: mit
short_description: '3-Step Reasoning Chat System'
tags:
- chat
- reasoning
- gradio
- burmese
---

# 🧠 Amkyaw Core L3 - ၃ ဆင့်တွေးခေါ်မှု System

This is a 3-step reasoning system that uses keyword matching to provide structured responses.

## Features
- Step 1: Perception (အခြေအနေ ပိုင်းခြား)
- Step 2: Logical Sequence (ယုတ္တိအစဉ်)
- Step 3: Verification & Output (အတည်ပြု + အဖြေထုတ်)

## Dataset Structure

```
Amkyaw-Core-L3/
├── app.py                      # Gradio app
├── data/
│   ├── responses.jsonl          # Response data
│   ├── brain/
│   │   ├── reasoning_steps.jsonl
│   │   ├── conversations.jsonl
│   │   └── metadata.json
│   └── validation/
│       └── validation.jsonl
├── scripts/
│   └── *.py
└── configs/
    └── *.yaml
```

## Usage

```python
from datasets import load_dataset
dataset = load_dataset("amkyawdev/Amkyaw-Core-L3")
```

## License

MIT License