m1guelpf/tinyvector

A tiny embedding database in pure Rust.

RustDockerfilerustmachine-learningembeddingssearch-enginessimilarity-searchvector-searchvector-databaseembeddings-similarity
This is stars and forks stats for /m1guelpf/tinyvector repository. As of 29 Apr, 2024 this repository has 286 stars and 10 forks.

tinyvector - a tiny embedding database in pure Rust ✨ Features Tiny: It's in the name. It's literally just an axum server. Extremely easy to customize, around 600 lines of code. Fast: Tinyvector should have comparable speed to advanced vector databases when it comes on small to medium datasets, and slightly better accuracy. Vertically Scales: Tinyvector stores all indexes in memory for fast querying. Very easy to scale up to 100 million+ vector dimensions without issue. Open Source: MIT...
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