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Assign attributes to Duo Chat message using LLM

Mark Chao requested to merge 430975-attribute into master

What does this MR do and why?

Analyze message a ChatMessage using LLM to determine its attributes.

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

  1. Comment out https://gitlab.com/gitlab-org/gitlab/-/blob/6d0b85d8140d296116aa41b8c352639407ad0d41/ee/lib/gitlab/llm/completions/chat.rb#L74
  2. ask chat a question
  3. observe llm.log file to see that request to AI is sent
  4. observe snowplow-micro

MR acceptance checklist

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

Related to #430975

Edited by Mark Chao

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