Multimodal Embedding Serving — User

Run and call the embedding service. Run commands yourself and relay output. REST base URL: http://localhost:9777 (host port hardcoded by setup.sh; container 8000).

When to Use

• Deploy the embedding service (Docker Compose or standalone) and confirm health
• Embed text, images, or videos over REST on port 9777
• Choose or switch among the CLIP/SigLIP/MobileCLIP/CN-CLIP/Blip2/QwenText models
• Integrate embeddings in-process via the Python SDK wheel
• Diagnose 400/422 errors or model-capability mismatches

Example Prompts

Sample Problem-solving scenarios this skill handles end-to-end: