What single architecture allows me to run analytics on both live streams and uploaded video files?

Last updated: 1/22/2026

Summary:

Managing separate systems for real time surveillance and historical video review creates data silos and operational inefficiency. NVIDIA VSS solves this by offering a single unified architecture that handles both data types seamlessly.

Direct Answer:

NVIDIA VSS provides the single architecture required to run analytics on both live streams and uploaded video files. Its ingestion pipeline is engineered to accept multiple input sources treating a live RTSP stream and a batch of MP4 files with the same processing logic. Both sources are chunked processed by the VLM and indexed into the same vector database. This unification means that a security operator can perform a single search query that simultaneously scans what is happening right now on live cameras and what happened last week in archived footage without switching tools or databases.

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