Adding 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
Real-Time Alert	alerts	VLM-based anomaly detection on live video streams
Alert Verification	alerts	Object detection and tracking with downstream event generation and VLM verification to reduce false positives
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