Adding hpo example using optuna for hnsw_flat and cagra #402

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dpadmanabhan03 wants to merge 2 commits into rapidsai:branch-24.12 from dpadmanabhan03:branch-24.12

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Adding hpo example using optuna for hnsw_flat and cagra #402

Merge branch 'branch-24.12' into branch-24.12

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