arXiv Open Access 2023

Thistle: A Vector Database in Rust

Brad Windsor Kevin Choi

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Abstrak

We present Thistle, a fully functional vector database. Thistle is an entry into the domain of latent knowledge use in answering search queries, an ongoing research topic at both start-ups and search engine companies. We implement Thistle with several well-known algorithms, and benchmark results on the MS MARCO dataset. Results help clarify the latent knowledge domain as well as the growing Rust ML ecosystem.

Topik & Kata Kunci

cs.IR cs.AI

Penulis (2)

Brad Windsor

Kevin Choi

Format Sitasi

APA MLA BibTeX

Windsor, B., Choi, K. (2023). Thistle: A Vector Database in Rust. https://arxiv.org/abs/2303.16780

Akses Cepat

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Informasi Jurnal

Tahun Terbit: 2023
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓