diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..daa5c46
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,15 @@
+version: '3.2'
+
+services:
+  postgres:
+    restart: always
+    image: quay.io/tembo/vectorize-pg:latest
+    ports:
+      - 5432:5432
+    environment:
+      - POSTGRES_PASSWORD=postgres
+  vector-serve:
+    restart: always
+    image: quay.io/tembo/vector-serve:latest
+    ports:
+      - 3000:3000
diff --git a/images/vectorize-pg/Dockerfile b/images/vectorize-pg/Dockerfile
index e72b211..1854de9 100644
--- a/images/vectorize-pg/Dockerfile
+++ b/images/vectorize-pg/Dockerfile
@@ -1,9 +1,9 @@
 FROM postgres:15.4-bookworm as builder
 
-ARG PGMQ_VER=0.33.1
-ARG VECTOR_VER=0.5.1
-ARG VECTORIZE_VER=0.5.0
-ARG PARTMAN_VER=4.7.3
+ARG PGMQ_VER=1.1.1
+ARG VECTOR_VER=0.6.0
+ARG CRON_VER=1.6.2
+ARG PGRX_VER=0.11.3
 
 RUN apt-get update \
     && apt-get install -y \
@@ -28,7 +28,7 @@ RUN git clone https://github.com/pgvector/pgvector.git && \
     cd .. && rm -rf pgvector
 
 # install pg_cron
-RUN git clone https://github.com/citusdata/pg_cron.git && \
+RUN git clone https://github.com/citusdata/pg_cron.git --branch v$CRON_VER && \
 	cd pg_cron && \
 	make && make install && \
     cd .. && rm -rf pg_cron
@@ -38,7 +38,7 @@ RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
 RUN $HOME/.cargo/bin/rustup default stable
 
 # install pgrx
-RUN $HOME/.cargo/bin/cargo install cargo-pgrx --version=0.11.0 --locked
+RUN $HOME/.cargo/bin/cargo install cargo-pgrx --version=$PGRX_VER --locked
 
 # install pgmq
 RUN $HOME/.cargo/bin/cargo pgrx init --pg15 $(which pg_config)
@@ -62,4 +62,4 @@ RUN apt-get update \
 COPY images/vectorize-pg/postgresql.conf /usr/share/postgresql/15/postgresql.conf.sample
 
 USER postgres
-CMD ["postgres"]
+CMD ["postgres"]
\ No newline at end of file
diff --git a/images/vectorize-pg/postgresql.conf b/images/vectorize-pg/postgresql.conf
index e95e01f..e681a46 100644
--- a/images/vectorize-pg/postgresql.conf
+++ b/images/vectorize-pg/postgresql.conf
@@ -816,3 +816,4 @@ pg_stat_statements.track = all         # Track statements generated by stored pr
 # Add settings for extensions here
 shared_preload_libraries = 'vectorize,pg_cron'
 cron.database_name = 'postgres'
+vectorize.embedding_service_url = 'http://vector-serve:3000/v1/embeddings'
\ No newline at end of file