🦉 OWLBEARAG

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Multi-Node AI Orchestration, PyTorch Vector Reranking & Dual-GPU Compute Management Console.

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⚡ What is Owlbearag?

Owlbearag bridges your local workstation to remote GPU accelerator nodes and Cloudflare production VPS clusters. Whether you need live dual-GPU telemetry, real-time PyTorch document reranking, or automated VPS staging synchronization, Owlbearag handles it smoothly across both a PyQt6 Desktop GUI and a Rich Terminal CLI.

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🚀 Quick Start

1. Installation

Install directly from GitHub or download pre-built wheel binaries from Latest Releases:

pip install git+https://github.com/areqpl/Owlbearag.git

2. Launch Interface

# Launch PyQt6 Desktop GUI
owlbearag

# Run Rich Terminal CLI
owlbearag-cli gpu status

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🔥 Key Capabilities

• ⚡ Dual-GPU Live Telemetry: Stream nvidia-smi memory allocations, core temperatures, and model states over SSH (GTX 1080 + RTX 3060).
• 🧠 PyTorch Neural Vector Reranker: Custom CUDA float16 AMP similarity matrix calculations for chunk reranking.
• 🌐 Cloudflare VPS Synchronization: Automated background rsync workers pulling staging configurations from remote production nodes.
• 💬 Web Application & GitHub Pages: Lightweight React + Vite chat UI with true AMOLED dark mode, token streaming, and native multilingual support (English, Polish, Ukrainian, Chinese, Dutch, German).
• 🔍 389+ Dynamic Command Auto-Discovery: Auto-scans local agent skills, CLI functions, and remote SSH tools in real time.
• 🔧 Self-Healing Connection Resolver: Probes Ollama HTTP endpoints, tests fallbacks, and executes systemd service restarts automatically.

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📚 Deep Technical Documentation

• ⚡ PyTorch Neural Reranker Architecture
• ⚡ Dual-GPU Telemetry & Model Management
• 🌐 Cloudflare VPS Synchronization
• 🌐 Dynamic Command Auto-Discovery Engine
• 🔐 Configuration & Security Reference

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📜 License

Released under the MIT License.

⚠️ Windows users: The generated owlbearag.exe may trigger Windows Defender SmartScreen false‑positive warnings. This is harmless; you can allow the app to run.