[Question Answering] Cache support for Model Overview Metrics

[Advitya17]

This adds support for caching object detection metrics within a dashboard session, such that the metrics will be automatically displayed if they had been computed for the same set of inputs previously.

This is also reflected with adding new cohorts:

Description

Checklist

• I have added screenshots above for all UI changes.
• I have added e2e tests for all UI changes.
• Documentation was updated if it was needed.

[codecov-commenter]

Codecov Report

Merging #2166 (7b9891e) into main (4506b0d) will decrease coverage by 10.54%.
The diff coverage is 16.66%.

❗ Current head 7b9891e differs from pull request most recent head c34ca30. Consider uploading reports for the commit c34ca30 to get more accurate results

@@             Coverage Diff             @@
##             main    #2166       +/-   ##
===========================================
- Coverage   88.69%   78.16%   -10.54%     
===========================================
  Files         117       26       -91     
  Lines        6352     2134     -4218     
===========================================
- Hits         5634     1668     -3966     
+ Misses        718      466      -252     

Flag	Coverage Δ
unittests	78.16% <16.66%> (-10.54%)	⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files	Coverage Δ
..._vision/rai_vision_insights/rai_vision_insights.py	72.38% <0.00%> (ø)
...ibleai_text/rai_text_insights/rai_text_insights.py	72.56% <20.00%> (ø)

... and 114 files with indirect coverage changes

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/agemawat/qa_cache/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/agemawat/qa_cache/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/agemawat/qa_cache/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/agemawat/qa_cache/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/agemawat/qa_cache/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/agemawat/qa_cache/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/agemawat/qa_cache/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/agemawat/qa_cache/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/agemawat/qa_cache/dashboard/index.html