diff --git a/Dockerfile b/Dockerfile
index cd19e78..432723a 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -3,6 +3,7 @@ ARG CNPG_TAG
 FROM ghcr.io/cloudnative-pg/postgresql:$CNPG_TAG
 
 ARG CNPG_TAG
+ARG VECTORCHORD_TAG
 ARG PGVECTORS_TAG
 ARG TARGETARCH
 
@@ -11,5 +12,7 @@ USER root
 ADD https://github.com/tensorchord/pgvecto.rs/releases/download/$PGVECTORS_TAG/vectors-pg${CNPG_TAG%.*}_${PGVECTORS_TAG#"v"}_$TARGETARCH.deb ./pgvectors.deb
 RUN apt install ./pgvectors.deb
 
-USER postgres
+ADD https://github.com/tensorchord/VectorChord/releases/download/$VECTORCHORD_TAG/postgresql-${CNPG_TAG%.*}-vchord_${VECTORCHORD_TAG#"v"}-1_$TARGETARCH.deb ./vchord.deb
+RUN apt-get install -y ./vchord.deb && rm -f ./vchord.deb
 
+USER postgres
diff --git a/README.md b/README.md
index 788d446..f7dc99e 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 # cnpgvecto.rs
-Container images for [cloudnative-pg](https://cloudnative-pg.io/) with the [pgvecto.rs](https://github.com/tensorchord/pgvecto.rs) extension installed.
+Container images for [cloudnative-pg](https://cloudnative-pg.io/) with [VectorChord](https://github.com/tensorchord/VectorChord) and [pgvecto.rs](https://github.com/tensorchord/pgvecto.rs) extension installed.
 
 
 > [!IMPORTANT]
@@ -13,10 +13,11 @@ Container images for [cloudnative-pg](https://cloudnative-pg.io/) with the [pgve
 >   postgresql:
 >     shared_preload_libraries:
 >       - "vectors.so"
+>       - "vchord.so"
 >   ```
 
 > [!IMPORTANT]
-> The `pgvecto.rs` extension is not enabled by default. You need to enable it and set the search path when initializing the database. You can configure it in your Cluster spec:
+> The `pgvecto.rs` and `VectorChord` extension is not enabled by default. You need to enable it and set the search path when initializing the database. You can configure it in your Cluster spec:
 > ```yaml
 > apiVersion: postgresql.cnpg.io/v1
 > kind: Cluster
@@ -27,8 +28,9 @@ Container images for [cloudnative-pg](https://cloudnative-pg.io/) with the [pgve
 >       postInitSQL:
 >         - ALTER SYSTEM SET search_path TO "$user", public, vectors;
 >         - CREATE EXTENSION IF NOT EXISTS "vectors";
+>         - CREATE EXTENSION IF NOT EXISTS vchord CASCADE;
 
 ## Building
 
-To build the Dockerfile locally, you need to pass the `CNPG_TAG` and `PGVECTORS_TAG` args. For example:  
-`docker build . --build-arg="CNPG_TAG=16.3" --build-arg="PGVECTORS_TAG=v0.2.1"`
\ No newline at end of file
+To build the Dockerfile locally, you need to pass the `CNPG_TAG`, `PGVECTORS_TAG` and `VECTORCHORD_TAG` args. For example:  
+`docker build . --build-arg="CNPG_TAG=17.5-bookworm" --build-arg="PGVECTORS_TAG=v0.4.0" --build-arg="VECTORCHORD_TAG=0.4.3"`
\ No newline at end of file
diff --git a/versions.yaml b/versions.yaml
index a17a677..8562e7d 100644
--- a/versions.yaml
+++ b/versions.yaml
@@ -10,3 +10,6 @@ cnpg:
 pgvectors:
   # renovate: datasource=github-releases depName=tensorchord/pgvecto.rs
   - "v0.4.0"
+vectorchord:
+  # renovate: datasource=github-releases depName=tensorchord/VectorChord
+  - "0.4.3"
\ No newline at end of file