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Hi, nice work. I write a similar vector search extension https://github.com/1yefuwang1/vectorlite https://github.com/1yefuwang1/vectorlite inspired by sqlite-vs
by 1yefuwang1 2y ago
Hi, nice work. I write a similar vector search extension https://github.com/1yefuwang1/vectorlite 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.