goldenmatch-embed 0.1.0

Local ONNX embedder (goldenembed-rs) for goldenmatch SQL UDFs

goldenmatch-embed

Local ONNX embedder for GoldenMatch SQL UDFs, shipped as a standalone abi3 wheel.

A thin PyO3 wrapper over the pyo3-free goldenembed Rust crate. GoldenEmbed.load(dir).embed([...]) runs the in-house char-n-gram featurizer plus an ONNX projection with no torch and no network access. All of the ort (onnxruntime) dependency is confined to this wheel so the rest of the suite (the pgrx Postgres extension, the DataFusion FFI surface) can keep linking goldenembed without embedding CPython.

from goldenmatch_embed import GoldenEmbed

model = GoldenEmbed.load("/path/to/saved/model")  # config.json + model.onnx
vecs = model.embed(["acme corp", "acme corporation"])  # list[list[float]]
print(model.dim)

This package is normally imported by the goldenmatch-duckdb embed UDF rather than used directly.