Agent Workflows

Agent workflows are end-to-end use cases which define how the VSS Agent processes requests and coordinates between microservices. Each workflow is optimized for a specific use case.

These workflows are demonstrated through specific Developer Profiles, which are docker compose deployments which demonstrate the assembly of various VSS microservices to fullfill specific agent workflows.

Available Workflows

Workflow	Developer Profile	Description
Q&A and Report Generation (Quickstart)	base	Video retrieval, VLM-based Q&A, and report generation on short video clips
Alert Verification	alerts	Realtime processing of videos using perception (object detection, tracking) and behavior analytics to generate alerts, which are subsequently verified with VLM to reduce false positives
Real-Time Alert	alerts	Continuous processing of video streams through VLM for anomaly detection
Video Search	search	Natural language search across video archives using video embeddings (alpha)
Long Video Summarization	lvs	Analysis and summarization of extended video recordings through chunking and aggregation of dense captions