1yefuwang1
Re:SQLite vector search extension that runs anywhere
on Sunday August 04, 2024 @11:17PM (#41157881)
Hi, nice work. I write a similar vector search extension https://github.com/1yefuwang1/vectorlite inspired by sqlite-vss using C++17 and hnswlib.
I'd like to do a benchmark to compare it with sqlite-vec, but I guess it is not a fair comparison given that sqlite-vec uses brute-force only.
One thing I'd recommend is to include recall rate in your benchmark data.
Brute force approach is a good starting point but doesn't scale with serious production workload.
Re:Vectorlite: Fast Vector Search for SQLite
on Sunday July 14, 2024 @10:44AM (#40961250)
Hi, author here. Glad it helps. Any suggestions are welcome and appreciated.