ramitkataria opened a new pull request, #65185:
URL: https://github.com/apache/airflow/pull/65185

   Bedrock system tests were failing because hardcoded foundation model IDs 
become outdated as AWS deprecates older model versions. Instead of manually 
updating model IDs each time, the tests now dynamically query the Bedrock API 
at runtime for available inference profiles.
   
   Also updated Titan embedding model from v1 to v2 and adjusted the vector 
index dimension accordingly (1536 -> 1024). This is not dynamic to avoid making 
the test more complex.
   
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