vss-deploy-video-embedding

Community

Deploy and operate VSS Video Embedding service

Authorsayalinvidia
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Deploy, operate, and integrate the NVIDIA VSS Video Embedding RT-Embed service to provide end-to-end video and text embeddings for search, retrieval, and analytics pipelines. It covers deployment orchestration, GPU prerequisites, model readiness, and integration with Redis, Kafka, and OpenTelemetry across a VSS deployment.

Core Features & Use Cases

  • Deploy the RT-Embed service from a Docker Compose file with proper GPU and storage configuration.
  • Enable embedding capabilities for video files, URLs, and live RTSP streams, plus text embeddings in the same vector space.
  • Validate health, readiness, and model readiness, and integrate with observability, messaging, and persistence layers.

Quick Start

Bring up the RT-Embed service with the dedicated Compose profile and verify readiness by querying /v1/ready.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: vss-deploy-video-embedding
Download link: https://github.com/sayalinvidia/sayali-skills-test/archive/main.zip#vss-deploy-video-embedding

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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