Building a Vector Database with Rust to Make Use of Vector Embeddings

• vector-db-benchmark

  6 218 9.1 Python

  Framework for benchmarking vector search engines

  

P.S.: Perhaps you want to add your database to our benchmarks repo?

• qdrant

  139 17,839 9.9 Rust

  Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

  

Welcome in the vector search space. I started at Qdrant last month and we are also open source and fully written in Rust. Here's to learning from each other to bring the whole space forward.

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• instant-distance

  7 281 5.6 Rust

  Fast approximate nearest neighbor searching in Rust, based on HNSW index

  

When I looked at it the Rust-CV HNSW implementation was pretty messy, and it looks like it hasn't seen any commits in 2 years. This is partly why we started instant-distance as an alternative, which I think has come out pretty well (for the particular use cases that it serves).

• hora

  9 2,554 0.0 Rust

  🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

  

We have been playing around with Hora as a replacement for the Rust-CV implementation as we want PQ as well. I'll check out instanct-distance, looks very interesting!

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