The TORO Indexer is built on the PyTorch framework . The standalone optimized version, tailored for diverse computational environments, is available at . PyTorch allows the TORO Indexer codebase to be both concise, with fewer than 500 lines, and efficient. It achieves performance comparable to XGandalf while ensuring portability across all supported accelerators. Additionally, through TorchScript, PyTorch facilitates seamless integration into non-Python software environments. Listing 1 showcases a simple example implementation and serialization of TORO in Python.