feat: POC add library problem

[Henrrypg]

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[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 63.04%. Comparing base (93a3c3f) to head (5b86d69).

Additional details and impacted files

@@            Coverage Diff             @@
##             main      #35      +/-   ##
==========================================
- Coverage   68.76%   63.04%   -5.72%     
==========================================
  Files          17       18       +1     
  Lines         397      433      +36     
  Branches       27       27              
==========================================
  Hits          273      273              
- Misses        117      153      +36     
  Partials        7        7              

Flag	Coverage Δ
unittests	63.04% <ø> (-5.72%)	⬇️

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[felipemontoya]

@Henrrypg I gave this POC some time today and I fixed some of the most oustanding issues.

• the backend used is now at the CMS
• the default config profile for cms is now EducatorAssistantOrchestrator
• there is a new component to render the AI assist for studio.

I also did some minor refactors on the callAIService function to make it more general.

From my perspective, this PR still needs:

• fix the question generation so that it produces the questions and groups them in a collection
• A response component that says the name of the collection and puts a link to it.
• fixing the names of the generated questions
• make sure we pass QA for front and backend
• make the EducatorAssistantProcessor safe to use with gpt-5.1 (mini o full)
• some refactor of the generate_quiz_questions encapusating the llm call and the library functions
• probably a semantic review of the instructions