Task

As an engineer working on RHDH, I want to update the supporting container images being consumed by AI Software Templates so that I can ensure security patches and improvements to the support images (model service, vllm container) are available in the next release.

Background

As part of our ongoing support obligations to AI Software Templates, we are required to perform maintenance tasks every release cycle of RHDH to ensure the security exceptions are being met, new improvements of dependencies are being brought in, new RHDH releases have compatibility, and new release cuts of the templates are being regularly made.

Updating the support images being consumed by the AI Software Templates supports this goal.

Dependencies and Blockers

QE impacted work
Documentation impacted work 

Acceptance Criteria

Update audio-to-text support images
Update chatbot support images
Update codegen support images
Update model-server (no application) support images
Update object-detection support images
Update rag support images