multimodal-embedding-serving-dev

name	multimodal-embedding-serving-dev
description	Develop the Multimodal Embedding Serving microservice itself — Poetry install, run the existing tests, navigate the wrapper/registry/handler architecture, add a new model family, and build the image from source. Use when modifying, testing, or debugging this service's code. Not for merely deploying or calling the API — that is multimodal-embedding-serving-user.

Multimodal Embedding Serving — Dev

Work on the service's source. This skill assumes a repo clone of edge-ai-libraries with this microservice at microservices/multimodal-embedding-serving/; if there is no clone, clone the repo first (git clone https://github.com/open-edge-platform/edge-ai-libraries.git) or — if the user only wants to use the service — switch to ../multimodal-embedding-serving-user/SKILL.md. Run all commands from the microservice root.

When to Use

• Add or modify a model-family handler (CLIP/SigLIP/MobileCLIP/CN-CLIP/Blip2/QwenText)
• Run or extend the existing test suite
• Navigate the wrapper → registry → handler architecture before editing
• Build the image from source
• Debug model load, OpenVINO conversion, or import failures

Example Prompts

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

Example	Problem it solves
onboard-new-model.md	Onboard a new embedding model family (REST + SDK)
update-test-cases.md	Update test cases to cover a newly onboarded model

Reference Lookup