Resilient Workflow Sentinel — Demo

🛡️ Official Project Status

Resilient Workflow Sentinel (RWS) is an independent open-source project managed by the RWS Core Team.

🌐 Official Website: resilientworkflowsentinel.com

📢 Note on Authenticity: This is the only official repository for RWS. Any third-party platforms claiming "Core Team" status or citing launch dates prior to January 2026 are unofficial and unaffiliated. For verified documentation and the 2026 Roadmap, please refer to this GitHub and our official domain.

Goal

Local demo of LLM-powered orchestrator for intelligent task routing.

Quick start

# create venv
python -m venv .venv
.venv\Scripts\activate

# install requirements
pip install -r requirements.txt

# download local LLM model
python models/download_model.py

# start LLM service (port 8000)
uvicorn app.local_llm_service.llm_app:app --host 127.0.0.1 --port 8000 --reload

# start orchestrator (port 8100)
uvicorn app.main:app --host 127.0.0.1 --port 8100 --reload

# start UI (NiceGUI)
python ui/nicegui_app.py

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Windows Batch Script Options (Alternative)

# One-time setup scripts
download_model.bat
install_and_run.bat

# Start services individually
run_llm.bat # Start LLM service
run_api.bat # Start orchestrator API
run_ui.bat # Start NiceGUI interface

⚙️ Verified Hardware Configurations

This project has been tested in the following environments:

1. Local Development (Primary)

• GPU: NVIDIA RTX 3080 (10GB VRAM)
• CPU: AMD Ryzen 5
• Performance: Full UI + Backend support.

2. Cloud Environment

• Platform: Lightning AI
• GPU: NVIDIA Tesla T4
• Performance: Backend/API verified.