diff --git a/postgres/rootfs/docker-entrypoint-initdb.d/10-vector.sh b/postgres/rootfs/docker-entrypoint-initdb.d/10-vector.sh
new file mode 100644
index 000000000..93f760453
--- /dev/null
+++ b/postgres/rootfs/docker-entrypoint-initdb.d/10-vector.sh
@@ -0,0 +1,27 @@
+#!/usr/bin/env bashio
+# shellcheck shell=bash
+set -e
+
+echo "Setting 
+
+#####################
+# Prepare vector.rs #
+#####################
+
+# Set variables for vector.rs
+DB_PORT=5432
+DB_HOSTNAME=localhost
+DB_PASSWORD="$(bashio::config 'POSTGRES_PASSWORD')"
+DB_USERNAME=postgres
+if bashio::config.has_value "POSTGRES_USER"; then POSTGRES_USER="$(bashio::config "POSTGRES_USER")"; else POSTGRES_USER=postgres; fi
+
+export DB_PORT
+export DB_HOSTNAME
+export DB_USERNAME
+export DB_PASSWORD
+echo "DROP EXTENSION IF EXISTS vectors;
+    CREATE EXTENSION vectors;
+\q"> setup_postgres.sql
+
+# Enable vectors
+psql \"postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" < setup_postgres.sql || true