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Vision Agent

Agent Workflows

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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 fulfill specific agent workflows.

Available Workflows

WorkflowDeveloper ProfileDescription
Q&A and Report Generation (Quickstart)baseVideo retrieval, VLM-based Q&A, and report generation on short video clips
Alert VerificationalertsRealtime 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 AlertalertsContinuous processing of video streams through VLM for anomaly detection
Video SearchsearchNatural language search across video archives using video embeddings (alpha)
Video SummarizationlvsAnalysis and summarization of extended video recordings through chunking and aggregation of dense captions