Vector DB Benchmark
Supported databases/extensions:
Supported datasets:
- random generated
- GIST 960
Installation
pip install vector_benchRun
Server
Run the docker compose file under server folder.
cd server/pgvecto.rs && docker compose up -d
Client
# help
vector_bench --help
# only insert the data
vector_bench --insert --url postgresql://postgres:password@127.0.0.1:5432/postgres -s gist_960_l2
# only query the data (make sure the data is already inserted)
vector_bench --query --url postgresql://postgres:password@localhost:5432/postgres -s gist_960_l2
# insert and query the data
vector_bench --insert --query --url postgresql://postgres:password@localhost:5432/postgres -s gist_960_l2How to contribute
# install all the necessary dependencies:
make dev
# format code
make format
# lint
make lintAdd more datasets
- Add new
DatasetConfigtovector_bench/dataset/source.py
Add more clients
- Inherit and implement the
BaseClientclass invector_bench/client/base.py
