diff --git a/postgres/Dockerfile b/postgres/Dockerfile
index af94f7f33..2d2fa4f4e 100644
--- a/postgres/Dockerfile
+++ b/postgres/Dockerfile
@@ -54,7 +54,7 @@ ADD "https://raw.githubusercontent.com/alexbelgium/hassio-addons/master/.templat
 RUN chmod 744 /ha_automodules.sh && /ha_automodules.sh "$MODULES" && rm /ha_automodules.sh
 
 # Manual apps
-ENV PACKAGES="jq"
+ENV PACKAGES=""
 
 # Automatic apps & bashio
 ADD "https://raw.githubusercontent.com/alexbelgium/hassio-addons/master/.templates/ha_autoapps.sh" "/ha_autoapps.sh"
diff --git a/postgres/rootfs/etc/cont-init.d/99-run.sh b/postgres/rootfs/etc/cont-init.d/99-run.sh
index 1d9022c6c..3a7ad0f75 100755
--- a/postgres/rootfs/etc/cont-init.d/99-run.sh
+++ b/postgres/rootfs/etc/cont-init.d/99-run.sh
@@ -9,7 +9,7 @@ set -e
 CONFIG_HOME="/config"
 PGDATA="${PGDATA:-/config/database}"
 PG_VERSION_FILE="$PGDATA/pg_major_version"
-VCHORD_VERSION_FILE="$PGDATA/vchord_version"
+VECTOR_VERSION_FILE="$PGDATA/pgvector_version"
 
 # Define current PostgreSQL major version
 PG_MAJOR_VERSION="${PG_MAJOR:-15}"
@@ -46,11 +46,11 @@ cd /config || true
 bashio::log.info "Starting PostgreSQL..."
 
 if [ "$(bashio::info.arch)" = "armv7" ]; then
-    bashio::log.warning "ARMv7 detected: Starting without extensions"
-    immich-docker-entrypoint.sh postgres & true
+    bashio::log.warning "ARMv7 detected: Starting without vectors.so"
+    docker-entrypoint.sh postgres & true
     exit 0
 else
-    immich-docker-entrypoint.sh postgres -c config_file=/etc/postgresql/postgresql.conf & true
+    docker-entrypoint.sh postgres -c shared_preload_libraries=vectors.so -c search_path="public, vectors" & true
 fi
 
 ###############################
@@ -96,7 +96,7 @@ update_postgres() {
 
         # Install binaries
         apt-get update &>/dev/null
-        install -y procps rsync postgresql-"$PG_MAJOR_VERSION" postgresql-"$OLD_PG_VERSION" &>/dev/null
+        install -y procps rsync postgresql-$PG_MAJOR_VERSION postgresql-$OLD_PG_VERSION &>/dev/null
 
         # Download and run the upgrade script
         TMP_SCRIPT=$(mktemp)
@@ -110,66 +110,65 @@ update_postgres() {
 }
 
 #####################################
-# Enable & Upgrade vchord      #
+# Enable & Upgrade pgvector.rs      #
 #####################################
 
-# Function: Check if 'vchord' extension is enabled
-check_vchord_extension() {
-    bashio::log.info "Checking if 'vchord' extension is enabled..."
+# Function: Check if 'vectors' extension is enabled
+check_vector_extension() {
+    bashio::log.info "Checking if 'vectors' extension is enabled..."
     local result
     result=$(psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" \
-               -tAc "SELECT extname FROM pg_extension WHERE extname = 'vchord';")
-    if [[ "$result" == "vchord" ]]; then
-        bashio::log.info "'vchord' extension is enabled."
+               -tAc "SELECT extname FROM pg_extension WHERE extname = 'vectors';")
+    if [[ "$result" == "vectors" ]]; then
+        bashio::log.info "'vectors' extension is enabled."
         return 0
     else
-        bashio::log.error "'vchord' extension is NOT enabled."
+        bashio::log.error "'vectors' extension is NOT enabled."
         return 1
     fi
 }
 
-# Function: Enable (or re-create) 'vchord' extension
-enable_vchord_extension() {
-    bashio::log.info "Enabling 'vchord' extension..."
-    psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" -c "DROP EXTENSION IF EXISTS vchord;" >/dev/null 2>&1
-    psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" -c "CREATE EXTENSION vchord;" >/dev/null 2>&1
-    psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" -c "ALTER EXTENSION vchord UPDATE;" >/dev/null 2>&1
+# Function: Enable (or re-create) 'vectors' extension
+enable_vector_extension() {
+    bashio::log.info "Enabling 'vectors' extension..."
+    psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" -c "DROP EXTENSION IF EXISTS vectors; CREATE EXTENSION vectors;" >/dev/null 2>&1
+    psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" -c "ALTER EXTENSION vectors UPDATE; SELECT pgvectors_upgrade();" >/dev/null 2>&1
 }
 
-# Function: Store the current vchord version in a file
-store_vchord_version() {
+# Function: Store the current pgvector.rs version in a file
+store_vector_version() {
     local version
     version=$(psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" \
-               -tAc "SELECT extversion FROM pg_extension WHERE extname = 'vchord';")
-    echo "$version" > "$VCHORD_VERSION_FILE"
+               -tAc "SELECT extversion FROM pg_extension WHERE extname = 'vectors';")
+    echo "$version" > "$VECTOR_VERSION_FILE"
 }
 
-# Function: Detect previous and new vchord versions, and upgrade if needed
-upgrade_vchord_extension() {
+# Function: Detect previous and new pgvector.rs versions, and upgrade if needed
+upgrade_vector_extension() {
     local current_version desired_version
-    current_version=$(cat "$VCHORD_VERSION_FILE" 2>/dev/null || echo "unknown")
+    current_version=$(cat "$VECTOR_VERSION_FILE" 2>/dev/null || echo "unknown")
     desired_version=$(psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" \
-                    -tAc "SELECT extversion FROM pg_extension WHERE extname = 'vchord';")
+                    -tAc "SELECT extversion FROM pg_extension WHERE extname = 'vectors';")
 
     if [[ "$current_version" != "$desired_version" ]]; then
-        bashio::log.warning "Upgrading 'vchord' extension from version $current_version → $desired_version..."
-        psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME@$DB_PORT" -c "ALTER EXTENSION vchord UPDATE;" >/dev/null 2>&1
+        bashio::log.warning "Upgrading 'vectors' extension from version $current_version → $desired_version..."
+        psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" -c "ALTER EXTENSION vectors UPDATE;" >/dev/null 2>&1
 
-        # Cleanup outdated indexes if needed (customize this line as needed for your DB schema)
-        bashio::log.info "Cleaning up outdated vector indexes (if any)..."
+        # Cleanup outdated indexes
+        bashio::log.info "Cleaning up outdated vector indexes..."
         psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" \
             -c "DROP INDEX IF EXISTS clip_index;" >/dev/null 2>&1
 
-        # Store new vchord version
-        echo "$desired_version" > "$VCHORD_VERSION_FILE"
+        # Store new pgvector version
+        echo "$desired_version" > "$VECTOR_VERSION_FILE"
     else
-        bashio::log.info "'vchord' extension is already at the latest version ($desired_version)."
+        bashio::log.info "'vectors' extension is already at the latest version ($desired_version)."
     fi
 }
 
-# Function: Troubleshoot vchord extension
-troubleshoot_vchord_extension() {
-    bashio::log.error "Troubleshooting vchord installation..."
+# Function: Troubleshoot vector extension
+troubleshoot_vector_extension() {
+    bashio::log.error "Troubleshooting pgvector.rs installation..."
 
     if ! pg_isready -h "$DB_HOSTNAME" -p "$DB_PORT" -U "$DB_USERNAME" >/dev/null 2>&1; then
         bashio::log.error "PostgreSQL is not running or unreachable."
@@ -178,9 +177,9 @@ troubleshoot_vchord_extension() {
 
     local ext_check
     ext_check=$(psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" \
-                -tAc "SELECT count(*) FROM pg_available_extensions WHERE name = 'vchord';")
+                -tAc "SELECT count(*) FROM pg_available_extensions WHERE name = 'vectors';")
     if [[ "$ext_check" -eq 0 ]]; then
-        bashio::log.error "'vchord' extension is missing. Ensure vchord is installed. If this is your first boot it will be installed later"
+        bashio::log.error "'vectors' extension is missing. Ensure pgvector.rs is installed."
         exit 1
     fi
 }
@@ -189,20 +188,20 @@ troubleshoot_vchord_extension() {
 # Main Extension Handling         #
 ###################################
 
-# Store previous vchord version
+# Store previous vector version
 update_postgres
 
-if ! check_vchord_extension; then
-    enable_vchord_extension
+if ! check_vector_extension; then
+    enable_vector_extension
 fi
 
-# Store previous vchord version
-store_vchord_version
+# Store previous vector version
+store_vector_version
 
-# Upgrade vchord extension if needed
-upgrade_vchord_extension
+# Upgrade vector extension if needed
+upgrade_vector_extension
 
 # Final verification
-check_vchord_extension || troubleshoot_vchord_extension
+check_vector_extension || troubleshoot_vector_extension
 
 bashio::log.info "All initialization steps completed successfully!" ) & true