RyanCodrai/turbovec

Worth installing(Strong adoption and recent activity)

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

Why this repo matters

Implements Google's TurboQuant for training-free online ingestion and memory-efficient vector search without parameter tuning.
Hand-written SIMD kernels outperform FAISS on ARM and x86 while supporting native filtering during search operations.
Offers crash-safe incremental persistence and Python bindings for building fully local, air-gapped RAG systems.

Trend Velocity Score: 0.00
Opportunity Score: 25.00
Confidence Score: 100.00
Language: Rust
License: MIT
Topics:
🏷️ ann 🏷️ avx512 🏷️ embedding 🏷️ embeddings 🏷️ faiss 🏷️ nearest-neighbor 🏷️ neon 🏷️ python 🏷️ quant 🏷️ quantization 🏷️ rag 🏷️ rust 🏷️ simd 🏷️ turboquant 🏷️ vector-search

17.2k stars+13.1k over 50 snapshots6/1/2026 – 9/23/2026

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