Python bindings for jzip (Zig) - near-lossless embedding compression
Project description
jzip Python Bindings
Python bindings for jzip (near-lossless compression for unit-norm embedding vectors).
Install (dev)
Requires Zig and Python 3.10+.
pip install -e .
Usage
import numpy as np
import jzip
x = np.random.randn(1000, 384).astype(np.float32)
x /= np.linalg.norm(x, axis=1, keepdims=True)
blob = jzip.compress(x, level=1, threads=8)
y = jzip.decompress(blob, threads=8)
PyPI
pip install jzip-zig
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