MonaVec: A Training-Free Embedded Vector Search Kernel for Edge and Offline AI Systems
arXiv 2606.19458•2dbe84d88be6905c603413ad530bac49a5edf06885727347cb95cb641f020540
.mvec4-bit-quantizationCLIPChaCha20Lloyd-MaxRandomized-Hadamard-TransformRustSAFE-CascadeSIMDToken-Factorychart-QAcold-startcost-adaptive-routing','semantic-caching','calibration','P-CHR-Adeterminisme-commerceembedded-retrievalmultimodal-retrievaloffline-agentson-device-RAGquantizationrecommendation-modelssoft-tokenstraining-freevector-searchvision-language-models
Paper metadata
- arXiv ID
- 2606.19458
- Version
- Not specified by this published record
- Category
- Computer Science — Information Retrieval (cs.IR)
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Evidence and limitations
- Source ID
- arxiv_cs_ir
- Record identifier
- 2dbe84d88be6905c603413ad530bac49a5edf06885727347cb95cb641f020540
- Enrichment time
- 2026-06-19T08:52:19Z
- AI-assisted enrichment
- Yes
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