d803bfe2b1
git-subtree-dir: vendor/ruvector git-subtree-split: b64c21726f2bb37286d9ee36a7869fef60cc6900
29 lines
679 B
Markdown
29 lines
679 B
Markdown
# rvf-index
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Progressive HNSW indexing with tiered Layer A/B/C search for RuVector Format.
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## Overview
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`rvf-index` implements a Hierarchical Navigable Small World (HNSW) index optimized for the RVF storage model:
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- **Layer A** -- hot vectors, full-precision, in-memory graph
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- **Layer B** -- warm vectors, quantized, memory-mapped
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- **Layer C** -- cold vectors, compressed, on-disk with lazy loading
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- **Progressive build** -- index grows incrementally without full rebuilds
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## Usage
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```toml
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[dependencies]
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rvf-index = "0.1"
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```
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## Features
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- `std` (default) -- enable `std` support
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- `simd` -- enable SIMD-accelerated distance computations
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## License
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MIT OR Apache-2.0
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