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vss-deploy-dense-captioning

separate

Use this skill when deploying standalone RT-VLM dense captioning or calling its REST API (uploads, captions, streams, chat-completions, Kafka). Not for VSS profile deploy or video-search ingestion.

When to use

• Stand up the RT-VLM dense-captioning microservice on its own and exercise every endpoint it exposes (file upload, generate_captions, stream add/delete, chat-completions, Kafka topics).

When not to use

• Requires either a standalone RT-VLM service deployed via this skill or an
• NGC-hosted models and NIMs may be subject to rate-limits, GPU memory requirements, and license restrictions.
• Concurrency, GPU memory, and storage limits depend on the host hardware and the profile's compose file.
• Keep `NGC_CLI_API_KEY`, `RTVI_VLM_API_KEY`, and `rtvi-vlm.env` files out of git and out of logs; do not echo credential values or include them in final responses.
• Docker group access and `sudo` are effectively root-level privileges. Use the non-interactive `sudo -n` guard in the deploy reference and stop for host-owner action when passwordless sudo is unavailable.

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