diff --git a/immich/rootfs/etc/cont-init.d/99-run.sh b/immich/rootfs/etc/cont-init.d/99-run.sh
index 3f6c56916..934389a3d 100755
--- a/immich/rootfs/etc/cont-init.d/99-run.sh
+++ b/immich/rootfs/etc/cont-init.d/99-run.sh
@@ -150,16 +150,16 @@ EOF
     bashio::log.info "Database setup completed successfully."
 }
 
-# Function to check if vectors extension is enabled
-check_vector_extension() {
-    echo "Checking if 'vectors' extension is enabled..."
-    RESULT=$(psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" -tAc "SELECT extname FROM pg_extension WHERE extname = 'vectors';")
+# Function to check if vectorchord extension is enabled
+check_vectorchord_extension() {
+    echo "Checking if 'vectorchord' extension is enabled..."
+    RESULT=$(psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" -tAc "SELECT extname FROM pg_extension WHERE extname = 'vectorchord';")
 
-    if [[ "$RESULT" == "vectors" ]]; then
-        echo "✅ 'vectors' extension is enabled."
+    if [[ "$RESULT" == "vectorchord" ]]; then
+        echo "✅ 'vectorchord' extension is enabled."
         exit 0
     else
-        bashio::log.warning "❌ 'vectors' extension is NOT enabled."
+        bashio::log.warning "❌ 'vectorchord' extension is NOT enabled."
         return 1
     fi
 }
@@ -185,4 +185,4 @@ export_db_env
 
 setup_root_user
 setup_database
-check_vector_extension
+check_vectorchord_extension
diff --git a/postgres/CHANGELOG.md b/postgres/CHANGELOG.md
index 4ac1d43e0..cb36ddc8b 100644
--- a/postgres/CHANGELOG.md
+++ b/postgres/CHANGELOG.md
@@ -1,3 +1,6 @@
+- BREAKING CHANGE : please backup your database before updating
+- Remove vector.rs and switch to VectorChord to support immich https://github.com/immich-app/immich/releases/tag/v1.133.0
+
 ## 15.7-29 (15-02-2025)
 - Minor bugs fixed
 ## 15.7-28 (15-02-2025)
diff --git a/postgres/build.json b/postgres/build.json
index 60490c5e2..6405c0efe 100644
--- a/postgres/build.json
+++ b/postgres/build.json
@@ -1,7 +1,7 @@
 {
   "build_from": {
-    "aarch64": "tensorchord/pgvecto-rs:pg15-v0.3.0",
-    "amd64": "tensorchord/pgvecto-rs:pg15-v0.3.0",
+    "aarch64": "ghcr.io/immich-app/postgres:15-vectorchord0.3.0-pgvectors0.3.0",
+    "amd64": "ghcr.io/immich-app/postgres:15-vectorchord0.3.0-pgvectors0.3.0",
     "armv7": "postgres:15-alpine"
   },
   "codenotary": {
diff --git a/postgres/config.json b/postgres/config.json
index 0f6ae916d..a6a9646f2 100644
--- a/postgres/config.json
+++ b/postgres/config.json
@@ -6,7 +6,7 @@
   ],
   "backup": "cold",
   "codenotary": "alexandrep.github@gmail.com",
-  "description": "Postgres 15 with pgvecto.rs support",
+  "description": "Postgres 15 with VectorChord support",
   "environment": {
     "CONFIG_LOCATION": "/config/postgresql.conf",
     "PGDATA": "/config/database"
diff --git a/postgres/rootfs/etc/cont-init.d/99-run.sh b/postgres/rootfs/etc/cont-init.d/99-run.sh
index 29295d82f..54c04f6c2 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"
-VECTOR_VERSION_FILE="$PGDATA/pgvector_version"
+VECTORCHORD_VERSION_FILE="$PGDATA/vectorchord_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 vectors.so"
+    bashio::log.warning "ARMv7 detected: Starting without vectorchord.so"
     docker-entrypoint.sh postgres & true
     exit 0
 else
-    docker-entrypoint.sh postgres -c shared_preload_libraries=vectors.so -c search_path="public, vectors" & true
+    docker-entrypoint.sh postgres -c shared_preload_libraries=vectorchord.so -c search_path="public, vectorchord" & true
 fi
 
 ###############################
@@ -94,7 +94,7 @@ update_postgres() {
         export BACKUP_DIR="/config/backups"
         export PSQL_VERSION="$PG_MAJOR_VERSION"
 
-        # Install binaries        
+        # Install binaries
         apt-get update &>/dev/null
         install -y procps rsync postgresql-$PG_MAJOR_VERSION postgresql-$OLD_PG_VERSION &>/dev/null
 
@@ -110,65 +110,66 @@ update_postgres() {
 }
 
 #####################################
-# Enable & Upgrade pgvector.rs      #
+# Enable & Upgrade vectorchord      #
 #####################################
 
-# Function: Check if 'vectors' extension is enabled
-check_vector_extension() {
-    bashio::log.info "Checking if 'vectors' extension is enabled..."
+# Function: Check if 'vectorchord' extension is enabled
+check_vectorchord_extension() {
+    bashio::log.info "Checking if 'vectorchord' extension is enabled..."
     local result
     result=$(psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" \
-               -tAc "SELECT extname FROM pg_extension WHERE extname = 'vectors';")
-    if [[ "$result" == "vectors" ]]; then
-        bashio::log.info "'vectors' extension is enabled."
+               -tAc "SELECT extname FROM pg_extension WHERE extname = 'vectorchord';")
+    if [[ "$result" == "vectorchord" ]]; then
+        bashio::log.info "'vectorchord' extension is enabled."
         return 0
     else
-        bashio::log.error "'vectors' extension is NOT enabled."
+        bashio::log.error "'vectorchord' extension is NOT enabled."
         return 1
     fi
 }
 
-# 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: Enable (or re-create) 'vectorchord' extension
+enable_vectorchord_extension() {
+    bashio::log.info "Enabling 'vectorchord' extension..."
+    psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" -c "DROP EXTENSION IF EXISTS vectorchord;" >/dev/null 2>&1
+    psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" -c "CREATE EXTENSION vectorchord;" >/dev/null 2>&1
+    psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" -c "ALTER EXTENSION vectorchord UPDATE;" >/dev/null 2>&1
 }
 
-# Function: Store the current pgvector.rs version in a file
-store_vector_version() {
+# Function: Store the current vectorchord version in a file
+store_vectorchord_version() {
     local version
     version=$(psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" \
-               -tAc "SELECT extversion FROM pg_extension WHERE extname = 'vectors';")
-    echo "$version" > "$VECTOR_VERSION_FILE"
+               -tAc "SELECT extversion FROM pg_extension WHERE extname = 'vectorchord';")
+    echo "$version" > "$VECTORCHORD_VERSION_FILE"
 }
 
-# Function: Detect previous and new pgvector.rs versions, and upgrade if needed
-upgrade_vector_extension() {
+# Function: Detect previous and new vectorchord versions, and upgrade if needed
+upgrade_vectorchord_extension() {
     local current_version desired_version
-    current_version=$(cat "$VECTOR_VERSION_FILE" 2>/dev/null || echo "unknown")
+    current_version=$(cat "$VECTORCHORD_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 = 'vectors';")
+                    -tAc "SELECT extversion FROM pg_extension WHERE extname = 'vectorchord';")
 
     if [[ "$current_version" != "$desired_version" ]]; then
-        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
+        bashio::log.warning "Upgrading 'vectorchord' extension from version $current_version → $desired_version..."
+        psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME@$DB_PORT" -c "ALTER EXTENSION vectorchord UPDATE;" >/dev/null 2>&1
 
-        # Cleanup outdated indexes
-        bashio::log.info "Cleaning up outdated vector indexes..."
+        # Cleanup outdated indexes if needed (customize this line as needed for your DB schema)
+        bashio::log.info "Cleaning up outdated vector indexes (if any)..."
         psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" \
             -c "DROP INDEX IF EXISTS clip_index;" >/dev/null 2>&1
 
-        # Store new pgvector version
-        echo "$desired_version" > "$VECTOR_VERSION_FILE"
+        # Store new vectorchord version
+        echo "$desired_version" > "$VECTORCHORD_VERSION_FILE"
     else
-        bashio::log.info "'vectors' extension is already at the latest version ($desired_version)."
+        bashio::log.info "'vectorchord' extension is already at the latest version ($desired_version)."
     fi
 }
 
-# Function: Troubleshoot vector extension
-troubleshoot_vector_extension() {
-    bashio::log.error "Troubleshooting pgvector.rs installation..."
+# Function: Troubleshoot vectorchord extension
+troubleshoot_vectorchord_extension() {
+    bashio::log.error "Troubleshooting vectorchord 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."
@@ -177,9 +178,9 @@ troubleshoot_vector_extension() {
 
     local ext_check
     ext_check=$(psql "postgres://$DB_USERNAME:$DB_PASSWORD@$DB_HOSTNAME:$DB_PORT" \
-                -tAc "SELECT count(*) FROM pg_available_extensions WHERE name = 'vectors';")
+                -tAc "SELECT count(*) FROM pg_available_extensions WHERE name = 'vectorchord';")
     if [[ "$ext_check" -eq 0 ]]; then
-        bashio::log.error "'vectors' extension is missing. Ensure pgvector.rs is installed."
+        bashio::log.error "'vectorchord' extension is missing. Ensure vectorchord is installed."
         exit 1
     fi
 }
@@ -188,20 +189,20 @@ troubleshoot_vector_extension() {
 # Main Extension Handling         #
 ###################################
 
-# Store previous vector version
+# Store previous vectorchord version
 update_postgres
 
-if ! check_vector_extension; then
-    enable_vector_extension
+if ! check_vectorchord_extension; then
+    enable_vectorchord_extension
 fi
 
-# Store previous vector version
-store_vector_version
+# Store previous vectorchord version
+store_vectorchord_version
 
-# Upgrade vector extension if needed
-upgrade_vector_extension
+# Upgrade vectorchord extension if needed
+upgrade_vectorchord_extension
 
 # Final verification
-check_vector_extension || troubleshoot_vector_extension
+check_vectorchord_extension || troubleshoot_vectorchord_extension
 
 bashio::log.info "All initialization steps completed successfully!" ) & true