Add tool response to the chat

What does this MR do and why?

Wait time for answers for the chat are tend to be long. One idea is to show which tool was picked and is used. That shows user real-time feedback.

For now, those are the backend changes.

Screenshots or screen recordings

Screenshots are required for UI changes, and strongly recommended for all other merge requests.

Before	After

How to set up and validate locally

Numbered steps to set up and validate the change are strongly suggested.

MR acceptance checklist

This checklist encourages us to confirm any changes have been analyzed to reduce risks in quality, performance, reliability, security, and maintainability.

• I have evaluated the MR acceptance checklist for this MR.

References #419803