streamware

Security Monitoring Example

Intrusion detection with LLM verification.

Quick Start

# Natural language
sq watch "alert when someone enters"

# With triggers
sq watch --url rtsp://camera/stream --detect person --alert speak

# Polish
sq watch "powiadom gdy ktoś wchodzi"

Features

• YOLO + LLM verification: Double-check detections
• Intrusion alerts: Voice and log alerts
• High sensitivity: Catches subtle movements

Configuration

# .env settings for security mode
SQ_STREAM_FPS=1.0
SQ_YOLO_SKIP_LLM_THRESHOLD=0.7  # Verify uncertain detections
SQ_USE_GUARDER=true
SQ_MODEL=llava:7b

Alert Types

Alert	Command
Voice	--alert speak
Log	--alert log
Slack	--alert slack
Telegram	--alert telegram

Python API

from streamware.workflow import load_workflow

# Load security preset
workflow = load_workflow(preset="security")
print(f"LLM: {workflow.llm}")
print(f"Guarder: {workflow.guarder}")

# Apply and run
from streamware.core import flow
result = flow(f"live://narrator?source={url}&mode=track&focus=person").run()

Triggers

# Multiple triggers
sq live narrator --url rtsp://... --trigger "person appears,vehicle approaching"

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