Metadata-Version: 2.4
Name: uni-db-onnx-cuda
Version: 2.0.5
Classifier: Development Status :: 4 - Beta
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Rust
Classifier: Programming Language :: Python :: Implementation :: CPython
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Environment :: GPU :: NVIDIA CUDA
Classifier: Topic :: Database
Classifier: Topic :: Database :: Database Engines/Servers
Summary: Python bindings for Uni Graph Database (slim ONNX + remote APIs + NVIDIA CUDA)
Author-email: "Dragonscale Industries Inc." <dev@dragonscale.ai>
License: Apache-2.0
Requires-Python: >=3.10
Description-Content-Type: text/markdown; charset=UTF-8; variant=GFM
Project-URL: Documentation, https://rustic-ai.github.io/uni-db
Project-URL: Homepage, https://www.rustic.ai
Project-URL: Issues, https://github.com/rustic-ai/uni-db/issues
Project-URL: Repository, https://github.com/rustic-ai/uni-db

# uni-db-onnx-cuda

Python bindings for Uni Graph Database — **slim ONNX + remote APIs + NVIDIA CUDA**. Adds GPU-accelerated cross-encoder reranking, raw ONNX tensor execution, and ONNX-based dense embeddings on top of the slim `uni-db-onnx`.

Requires:

- NVIDIA driver supporting the bundled CUDA toolkit version.
- cuDNN ≥ 9 on the host loader path (typically `/usr/local/cuda-X.X/...`). Not bundled.

If you don't have these, install plain `uni-db-onnx` instead — same Python API, runs on CPU.

```
pip install uni-db-onnx-cuda
```

For the full wheel matrix (default-everything, slim, CUDA, Apple GPU/ANE), see the [migration guide](https://github.com/rustic-ai/uni-db/blob/main/docs/migrations/0.9.0-wheel-matrix-collapse.md).

