Installation

There are four ways to install pgvecto.rs.

Warning

We strongly encourage you to explore our new VectorChord implementation, which offers improved stability and performance. Users are encouraged to migrate to VectorChord. See the migration guide for assistance.

There are four ways to install pgvecto.rs.

Docker

The easiest way to try pgvecto.rs is to run it from a ready-to use Docker image.

docker run \
  --name pgvecto-rs-demo \
  -e POSTGRES_PASSWORD=mysecretpassword \
  -p 5432:5432 \
  -d tensorchord/pgvecto-rs:pg16-v0.2.0

Then you can connect to the database using the psql command line tool. The default username is postgres, and the default password is mysecretpassword.

psql postgresql://postgres:mysecretpassword@localhost:5432/postgres

Run the following SQL to ensure the extension is enabled.

DROP EXTENSION IF EXISTS vectors;
CREATE EXTENSION vectors;

To achieve full performance, please mount the volume to pg data directory by adding the option like -v $PWD/pgdata:/var/lib/postgresql/data

You can configure PostgreSQL by the reference of the parent image in https://hub.docker.com/_/postgres/.

From Debian package

Tip

Installation from the Debian package requires a dependency on GLIBC >= 2.31, e.g:

Ubuntu 20.04 or later
Debian Bullseye or later

Debian packages(.deb) are used in distributions based on Debian, such as Ubuntu and many others. They can be easily installed by dpkg or apt-get.

Download the deb package in the release page, and type sudo apt install vectors-pg15-*.deb to install the deb package.
Configure your PostgreSQL by modifying the shared_preload_libraries and search_path to include the extension.

psql -U postgres -c 'ALTER SYSTEM SET shared_preload_libraries = "vectors.so"'
psql -U postgres -c 'ALTER SYSTEM SET search_path TO "$user", public, vectors'
# You need restart the PostgreSQL cluster to take effects.
sudo systemctl restart postgresql.service   # for pgvecto.rs running with systemd

Connect to the database and enable the extension.

DROP EXTENSION IF EXISTS vectors;
CREATE EXTENSION vectors;

From ZIP package

since v0.2.1

Tip

Installation from the ZIP package requires a dependency on GLIBC >= 2.31, e.g:

RHEL 9 or later

For systems that are not Debian based and cannot run a Docker container, please follow these steps to install:

Before install, make sure that you have the necessary packages installed, including PostgreSQL, pg_config, unzip, wget.

# Example for RHEL 9 dnf
# Please check your package manager
sudo dnf install -y unzip wget libpq-devel
sudo dnf module install -y postgresql:15/server
sudo postgresql-setup --initdb
sudo systemctl start postgresql.service
sudo systemctl enable postgresql.service

Verify whether $pkglibdir and $shardir have been set by PostgreSQL.

pg_config --pkglibdir
# Print something similar to:
# /usr/lib/postgresql/15/lib or
# /usr/lib64/pgsql

pg_config --sharedir
# Print something similar to:
# /usr/share/postgresql/15 or
# /usr/share/pgsql

Download the zip package in the release page and extract it to a temporary directory.

wget https://github.com/tensorchord/pgvecto.rs/releases/download/v0.2.1/vectors-pg15_x86_64-unknown-linux-gnu_0.2.1.zip -O vectors.zip
unzip vectors.zip -d vectors

Copy the extension files to the PostgreSQL directory.

# Copy library to `$pkglibdir`
sudo cp vectors/vectors.so $(pg_config --pkglibdir)/
# Copy schema to `$shardir`
sudo cp vectors/vectors--* $(pg_config --sharedir)/extension/
sudo cp vectors/vectors.control $(pg_config --sharedir)/extension/

Configure your PostgreSQL by modifying the shared_preload_libraries and search_path to include the extension.

psql -U postgres -c 'ALTER SYSTEM SET shared_preload_libraries = "vectors.so"'
psql -U postgres -c 'ALTER SYSTEM SET search_path TO "$user", public, vectors'
# You need restart the PostgreSQL cluster to take effects.
sudo systemctl restart postgresql.service   # for pgvecto.rs running with systemd

Connect to the database and enable the extension.

DROP EXTENSION IF EXISTS vectors;
CREATE EXTENSION vectors;

From source

Before building from source, you could refer to the development guide to set up the development environment.

Then you could build and install the extension.

sed -e "s/@CARGO_VERSION@/0.0.0/g" ./vectors.control  # 0.0.0 here is the version number that you need
sudo cp -a ./sql/upgrade/. $(pg_config --sharedir)/extension
cargo pgrx install --sudo --release

Configure your PostgreSQL by modifying the shared_preload_libraries and search_path to include the extension.

psql -U postgres -c 'ALTER SYSTEM SET shared_preload_libraries = "vectors.so"'
psql -U postgres -c 'ALTER SYSTEM SET search_path TO "$user", public, vectors'
# You need restart the PostgreSQL cluster to take effects.
sudo systemctl restart postgresql.service   # for pgvecto.rs running with systemd
service postgresql restart  # for pgvecto.rs running in envd

Connect to the database and enable the extension.

DROP EXTENSION IF EXISTS vectors;
CREATE EXTENSION vectors;