TurboQuant for vector search – 2-4 bit compression
A vector index built on TurboQuant, written in Rust with Python bindings - RyanCodrai/turbovec
TurboQuant for vector search – 2-4 bit compression launched on March 29, 2026 with 89 votes, #538 of 23,380 launches that month and more than 95% of that year's launches.
In plain words
TurboQuant for vector search is a compression tool that reduces vector data to 2-4 bits while maintaining search performance. It's designed for developers and researchers working with vector databases and semantic search applications who need to optimize storage and retrieval speeds. The software stands out by enabling significant data compression without sacrificing the accuracy of vector search results, making it particularly useful for large-scale AI and machine learning deployments.
written from the facts on this page · September 2026
Does a similar job
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TurboQuant-WASM – Google's vector quantization in the browserApr 2026 · github.com · ▲165TurboQuant WASM SIMD vector compression — 3 bits/dim with fast dot product. Requires relaxed SIMD (Chrome 114+, Firefox 128+, Safari 18+, Node 20+) - teamchong/turboquant-wasm
Vector – A High-Performance Log and Metric Router Written in Rust2019 · github.com · ▲322A high-performance observability data pipeline. Contribute to vectordotdev/vector development by creating an account on GitHub.
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This is a vector index I built that supports insertion and k-nearest neighbors (k-NN) querying, optimized for GPUs. It operates entirely in CUDA and can process queries on half a billion vectors in under 200 milliseconds. The codebase is structured as a standalone library with an HTTP API for remote access. It’s intended for high-performance search tasks—think similarity search, AI model retrieval, or reinforcement learning replay buffers. The codebase is located at https://github.com/rodlaf/BinaryGPUIndex.
Meilisearch AI2025 · meilisearch.com · ▲241Boost relevance and UX with fast hybrid and semantic search
20x faster pgvector alternative written in Rust2023 · github.com · ▲23Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database. - tensorchord/pgvecto.rs
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