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fix: set max dimension to 1600 in readme (#97)
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Signed-off-by: usamoi <[email protected]>
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usamoi authored Nov 19, 2024
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Expand Up @@ -181,7 +181,7 @@ cargo pgrx install --release --sudo # To install the extension into the system p
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## Limitations
- Data Type Support: Currently, only the `f32` data type is supported for vectors, and the dimensionality is limited to 2000. (Dimension support improvements are planned for future updates.)
- Data Type Support: Currently, only the `f32` data type is supported for vectors, and the dimensionality is limited to 1600. (Dimension support improvements are planned for future updates.)
- Architecture Compatibility: The fast-scan kernel is optimized for x86_64 architectures. While it runs on aarch64, performance may be significantly lower.
- KMeans Clustering: The built-in KMeans clustering is not yet fully optimized and may require substantial memory. We strongly recommend using external centroid precomputation for efficient index construction.

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