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docs: Add live deployment link and update badges
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README.md

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<img src="https://img.shields.io/badge/License-MIT-yellow.svg" alt="License" />
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</p>
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<p>
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<a href="https://q-refine.streamlit.app/"><img src="https://img.shields.io/badge/🔴_Live_Demo-Click_Here-FF4B4B?style=for-the-badge&logo=streamlit" alt="Live Demo" /></a>
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</p>
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<p>
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<a href="#-quick-start">🚀 Quick Start</a> •
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<a href="#-how-to-run-3-ways">💻 Demos</a> •
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Q-Refine is designed for different types of users, from enterprise managers to core quantum researchers.
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### 1. 🌐 The Streamlit Web Dashboard (For Presentations)
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Run the beautiful interactive web interface where you can adjust noise sliders and generate visual reports live in your browser.
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### 1. 🌐 The Streamlit Web Dashboard (Live Cloud & Local)
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You can test the platform instantly without installing anything via our cloud deployment:
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👉 **[Live Cloud Dashboard: q-refine.streamlit.app](https://q-refine.streamlit.app/)**
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Or run it locally on your own machine:
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```bash
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streamlit run app.py
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```

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