GitHub - RyanCodrai/turbovec: A vector index built on TurboQuant ...
turbovec is a Rust vector index with Python bindings, built on Google Research's TurboQuant algorithm — a data-oblivious quantizer with near-optimal distortion and no separate training phase.
turbovec · PyPI
Jun 10, 2026 · turbovec is a Rust vector index with Python bindings, built on Google Research's TurboQuant algorithm — a data-oblivious quantizer with near-optimal distortion and no separate …
Google TurboVec: Compress 10M Vectors from 31GB to - explainx.ai
Jun 8, 2026 · TurboVec is the open-source implementation of TurboQuant as a production-grade vector index, written by Ryan Codrai. It ships as both a Rust crate and a Python package, and integrates …
Google shrinks AI memory from 31GB to 4GB with TurboVec, beating …
Jun 6, 2026 · The company has released TurboVec, an open-source vector indexing library built on its TurboQuant algorithm, that can compress a vector dataset that requires 31GB of memory to roughly …
turbovec : Google’s TurboQuant Makes Vector Search Smaller
Jun 4, 2026 · What is turbovec? turbovec is an open-source vector indexing library built on top of Google’s TurboQuantresearch.
Open Source Project of the Day (#90): turbovec - DEV Community
Jun 9, 2026 · turbovec is a high-performance vector index library with a Rust core exposed through PyO3/maturin Python bindings. Its technical foundation is Google Research's TurboQuant algorithm …
Meet Turbovec: A Rust Vector Index with Python Bindings, and Built …
May 20, 2026 · turbovec is a vector index written in Rust with Python bindings. It is built on Google Research’s TurboQuant algorithm — a data-oblivious quantizer that requires zero codebook training.
10M Vectors. 4GB RAM. Zero Training. Meet turbovec
Jun 8, 2026 · turbovec is a Rust-native vector index with Python bindings that compresses embeddings 8–16x, skips the train step entirely, and consistently beats FAISS on search speed.
turbovec - Rust - Docs.rs
§ Concurrent search search takes &self and is safe to call from multiple threads concurrently. Internally the rotation matrix, the Lloyd-Max centroids and the SIMD-blocked code layout are initialised lazily …
Eight Megabytes per Million Vectors: How turbovec Builds on …
May 1, 2026 · In late 2025, Ryan Codrai released turbovec, a Rust implementation with Python bindings that wraps TurboQuant in a production-grade vector index. As of writing, the project has 946 GitHub …