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.
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