Refactor caching and storage architecture#4

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MitchellAcoustics wants to merge 15 commits intomainfrom

feature/refactor-caching-storage

Commits on Apr 16, 2025

Commits on Apr 17, 2025

chore: resolving some linting issues
MitchellAcoustics
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Commits on Apr 18, 2025

Address linting and typing issues
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Commits on May 7, 2025

Demo with xarray
MitchellAcoustics
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