diff --git a/docker-compose-ci.yml b/docker-compose-ci.yml
index 96c570e12..6c52b93c3 100644
--- a/docker-compose-ci.yml
+++ b/docker-compose-ci.yml
@@ -28,9 +28,7 @@ services:
 
   postgres:
     restart: on-failure
-    build:
-      context: ./postgres
-      dockerfile: postgres.Dockerfile
+    image: pgvector/pgvector:pg16
     ports:
       - "5432:5432"
     environment:
diff --git a/docker-compose-dev.yml b/docker-compose-dev.yml
index 0733600fc..9db3287c3 100644
--- a/docker-compose-dev.yml
+++ b/docker-compose-dev.yml
@@ -21,9 +21,7 @@ services:
 
   postgres:
     restart: on-failure
-    build:
-      context: ./postgres
-      dockerfile: postgres.Dockerfile
+    image: pgvector/pgvector:pg16
     environment:
       - POSTGRES_USER=${POSTGRES_USER:-postgres}
       - POSTGRES_DB=${POSTGRES_DB:-postgres}
diff --git a/docker-compose.yml b/docker-compose.yml
index 5fb8d0017..da19dda09 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -26,9 +26,7 @@ services:
 
   postgres:
     restart: on-failure
-    build:
-      context: ./postgres
-      dockerfile: postgres.Dockerfile
+    image: pgvector/pgvector:pg16
     environment:
       - POSTGRES_USER=${POSTGRES_USER:-postgres}
       - POSTGRES_DB=${POSTGRES_DB:-postgres}
diff --git a/docker/postgres.Dockerfile b/docker/postgres.Dockerfile
deleted file mode 100644
index af5046fe7..000000000
--- a/docker/postgres.Dockerfile
+++ /dev/null
@@ -1,27 +0,0 @@
-FROM postgres:latest
-
-# Install dependencies required for pgjwt and locales
-RUN apt-get update && \
-    apt-get install --fix-missing -y \
-        build-essential \
-        postgresql-server-dev-all \
-        git \
-        locales && \
-    apt-get clean && \
-    rm -rf /var/lib/apt/lists/*
-
-# Setup locale
-RUN echo "en_US.UTF-8 UTF-8" > /etc/locale.gen && \
-    locale-gen en_US.UTF-8 && \
-    update-locale LANG=en_US.UTF-8 LC_ALL=en_US.UTF-8
-
-ENV LANG en_US.UTF-8
-ENV LANGUAGE en_US:en
-ENV LC_ALL en_US.UTF-8
-
-# Clone and build pgjwt
-RUN rm -rf pgjwt && \
-    git clone https://github.com/michelp/pgjwt.git && \
-    cd pgjwt && \
-    make && \
-    make install
diff --git a/postgres/postgres.Dockerfile b/postgres/postgres.Dockerfile
deleted file mode 100644
index 27dc44956..000000000
--- a/postgres/postgres.Dockerfile
+++ /dev/null
@@ -1,15 +0,0 @@
-# This is installing the pgvector extension for postgres
-FROM postgres:latest
-
-RUN apt-get update && apt-get install -y \
-    build-essential \
-    git \
-    postgresql-server-dev-all \
-    && rm -rf /var/lib/apt/lists/*
-
-WORKDIR /tmp
-RUN git clone https://github.com/pgvector/pgvector.git
-
-WORKDIR /tmp/pgvector
-RUN make
-RUN make install
\ No newline at end of file