nearest-neighbor

A vector index built on TurboQuant, written in Rust with Python bindings

Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence.

PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT

Training-free ordinal & sign quantization for compressed nearest-neighbour retrieval over high-dimensional embeddings. Pure Rust, zero system dependencies.