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Coming Soon

Python Package (PyPI) — Not Yet Available

Thanks for your interest! The VCAL Python package (PyPI) is not published yet. We’re preparing wheels for Linux/macOS (x86_64 & arm64) and validating our API surface.

What to expect at release

Join waitlist & pilot access

Want to try VCAL today?

You can already evaluate the Rust core and a Python wheel built locally via maturin.

# Local dev (Python) using maturin
maturin build --release -m python/Cargo.toml
pip install --force-reinstall --no-deps python/target/wheels/vcal_core_py-*.whl

# Example usage
from vcal_core_py import Index
idx = Index(768, m=32, ef_search=256)
idx.insert([0.0]*768, 1)
print(idx.search([0.0]*768, 1))  # → [(1, 0.0)]
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