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VSS Blueprint 3.3 builds visual-agent deployments from a prompt

developer.nvidia.com by Elizabeth Goodman 11 min read Editor score 8/10

Its Build Vision Agent skill composes deployments from validated profiles, shares infrastructure across workflows and produced a previewable bottling-line deployment in under 30 minutes on two GPUs. The deployment pattern and GPU reuse are useful for teams balancing agent capability against infrastructure cost.

What

VSS Blueprint 3.3 connects vision-language models, LLMs, retrieval-augmented generation, and Model Context Protocol tools for video search, Q&A, alerts, and reporting.

How

Build Vision Agent composes deployments from a prompt; Adaptive Efficient Video Sampling prunes unchanged visual patches and batches VLM work around activity.

Why it matters

Adaptive EVS used 80% fewer VLM input tokens for a 60-minute summary and supported 46% more concurrent real-time streams on the same GPU.

Read on developer.nvidia.com →

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