🚀 The Python Advantage Demo

Demonstrating capabilities that outcompete Tauri: Zero-copy Pandas, Local AI, and System Automation.

1. Zero-Copy Pandas Streaming

Generate 50,000 rows of complex Pandas frame and stream instantly to JS via forge-memory://.

Waiting...

2. Local Offshore LLaMA Inference

Stream tokens securely from Python (llama-cpp-python) via IPC Channels.

Chat output...

3. Native System Automation (PyAutoGUI)

Trigger sandboxed OS-level mouse movements and shortcuts directly from the UI.

Ready for macro execution.