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[HACK UPDATE] 066 OpenAI Fundamentals v2.1 Ch0,2,5 changes #879

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@devanshithakar12 devanshithakar12 requested a review from a team as a code owner July 11, 2024 19:42
jrzyshr and others added 30 commits July 25, 2024 12:59
Additional Resources => Learning Resources
updated C5 role assignment changes
Added note about known prompt flow naming convention error
add known bug for ch4
no longer need access to aoai
added options for model deployments if quota issues are faced
added rate limits solution
more information about grounding
Studio -> Foundry
Changed Instructions for credential retrieval for Hub resources
Azure Studio - Azure Foundry
Studio -> Foundry 
Added the "Compare models" tool 
Added one more task for model comparison
Added instructions to get keys for AOAI and Doc Intelligence since they are not found within the Foundry project
removed prompt flow references
Added RAG in AI Foundry with unstructured data
Added new challenge for agents
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