Summary
Run natural language searches across archived video using NVIDIA's VSS stack with Cosmos Embed1 embeddings. You can ingest files or RTSP streams, then query with plain English like "find all forklifts" or "who entered the restricted area at 2pm." Requires the search profile deployed and Elasticsearch running, plus a three-step chunked upload flow that wires VIOS storage through to the embedding pipeline. Marked alpha and not production ready. The routing is solid but you'll spend time on the prerequisites: make sure your GPU has headroom for the models and your NGC keys are current. Good fit if you're already in the NVIDIA Blueprint ecosystem and need semantic video retrieval without building your own embedding infrastructure.
Install to Claude Code
npx -y skills add nvidia/skills --skill vss-search-archive --agent claude-codeInstalls into .claude/skills of the current project.
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
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belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
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Free an open-source skills that make AI coding agents easier to understand, verify, and control.
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Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
