To fix markdown link format override via LLM while preparing for response

[justjais]

Description

To fix markdown link format override via LLM while preparing for response

Type of change

• Refactor
• New feature
• Bug fix
• CVE fix
• Optimization
• Documentation Update
• Configuration Update
• Bump-up service version
• Bump-up dependent library
• Bump-up library or tool used for development (does not change the final image)
• CI configuration change
• Konflux configuration change
• Unit tests improvement
• Integration tests improvement
• End to end tests improvement

Related Tickets & Documents

• Related Issue # https://issues.redhat.com/browse/AAP-43378
• Closes # https://issues.redhat.com/browse/AAP-43378

Checklist before requesting a review

• I have performed a self-review of my code.
• PR has passed all pre-merge test jobs.
• If it is a core feature, I have added thorough tests.

Testing

• Please provide detailed steps to perform tests related to this code change.
• How were the fix/results from this change verified? Please provide relevant screenshots or results.

[TamiTakamiya]

@justjais I was assuming that we were going to release this feature with our llama-stack based implementation. Are you planning to release it with the road-core based one as well?