domains / families / media / vss-deploy-video-embedding

vss-deploy-video-embedding

separate

Use this skill when deploying, operating, or integrating the VSS 3.2 GA RT-Embed Video Embedding microservice. Covers Docker Compose bring-up, GPU and storage prerequisites, the `/v1` REST API (file uploads, text and video embeddings, live RTSP streams, health and metrics), Redis/Kafka/OTel integration, common failure modes, and teardown.

When to use

• Deploying VSS Video Embedding microservice from Docker Compose
• Generating text or video embeddings against Cosmos-Embed1-448p model
• Embedding uploaded files, HTTP/S3/file/data URLs, or live RTSP streams
• Wiring service into VSS deployment with Redis, Kafka, and OpenTelemetry
• Triaging readiness, model-download, GPU, or stream-reconnection failures

When not to use

• Using /vss-deploy-profile or scripts/dev-profile.sh for standalone deployment

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