fusion-qec-sim

Creative quantum error correction, DNA analysis, 3D cube visualization, and AI-powered IRC bot—open, modular, and minimal.

New: AI-Powered IRC Bot

The fusion-qec-sim project now includes a fully-featured IRC bot that combines:

• QuTiP-based Steane Code Simulations: [[7,1,3]] code with depolarizing noise, pseudo-threshold calculations (η_thr ≈ 9.3×10^{-5})
• MIDI Export: Convert simulation data to music (error rates → tempo, eigenvalues → velocities, logical errors → e-minor arpeggios)
• LLM Integration: Conversational AI for code generation, simulation explanation, and chat moderation
• IRC Protocol: Real-time Q&A and code review in IRC channels

Quick Start

# Install dependencies
pip install -r requirements.txt

# Run in demo mode (no IRC connection)
python run_bot.py --demo

# Connect to IRC server
export IRC_SERVER=irc.libera.chat
export IRC_CHANNEL=#qec-sim
python run_bot.py

Available Commands

• !runsim [error_rate] - Run Steane code simulation
• !threshold - Display pseudo-threshold
• !ai <question> - Ask AI about QEC concepts
• !export [type] - Export simulation to MIDI
• !note <note> - Play MIDI note (C3-G5)

See docs/IRC_BOT_GUIDE.md for complete documentation.

Note: This project does not require Azure AD authentication. If you encounter Azure authentication errors (e.g., AADSTS5000225), see docs/AZURE_TROUBLESHOOTING.md for resolution steps.

Examples

# Run complete demo
python examples/qec_demo_full.py

# Run individual modules
python src/qec_steane.py        # QEC simulations
python src/midi_export.py       # MIDI export
python src/llm_integration.py   # LLM features

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Original Features

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