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This pull request has been linked to [Shortcut Story #516: update hvm-core readme](https://app.shortcut.com/hocomp/story/516/update-hvmcore-readme).

This pull request has been linked to [Shortcut Story #42599: Implement IVF PQ Index](https://app.shortcut.com/tiledb-inc/story/42599/implement-ivf-pq-index).

This pull request has been linked to [Shortcut Story #43913: Restructure Matrix read operations](https://app.shortcut.com/tiledb-inc/story/43913/restructure-matrix-read-operations).

This pull request has been linked to [Shortcut Story #39475: [vs] Enable tests in CIBUILDWHEEL for Vector-Search repo](https://app.shortcut.com/tiledb-inc/story/39475/vs-enable-tests-in-cibuildwheel-for-vectorsearch-repo).

This pull request has been linked to [Shortcut Story #44663: Don't pass tiledb context to task graph for vamana ingestion](https://app.shortcut.com/tiledb-inc/story/44663/dont-pass-tiledb-context-to-task-graph-for-vamana-ingestion).

This pull request has been linked to [Shortcut Story #226794: Bump Python SDK dependencies to fix security vulnerability](https://app.shortcut.com/launchdarkly/story/226794/bump-python-sdk-dependencies-to-fix-security-vulnerability).

This pull request has been linked to [Shortcut Story #26013: Expose the dimension label API from C#.](https://app.shortcut.com/tiledb-inc/story/26013/expose-the-dimension-label-api-from-c).