Author

Omsankar Tiwari

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Jul 2026

TurboVec: A Case Study in Cost-Efficient Private Retrieval for Enterprise RAG via Codebook-Oblivious Quantization

TurboVec, an open-source vector index built on TurboQuant - a codebook-oblivious scalar quantizer requiring no corpus-dependent training is studied, which achieves 11ms median query latency at 100K vectors versus 707ms for warehouse brute-force scan.

Navnit Shukla, Kamal Pandey, Omsankar Tiwari · arXiv.org · 1 citation