Vector store benchmark

Currently the arroy dependencies point to a local directory and the benchmarks cannot be run.

Usage

Download the datasets you want to use:

./download.sh

It's going to take a long time.

Make sure you have a qdrant server running with the default parameter. You can find the binaries on their GitHub releases page.

./qdrant

Then run the benchmark with:

cargo run --release