diff --git a/pgml-extension/Dockerfile.local b/pgml-extension/Dockerfile.local
index e4bc330e0..24b770aaa 100644
--- a/pgml-extension/Dockerfile.local
+++ b/pgml-extension/Dockerfile.local
@@ -1,10 +1,22 @@
-FROM ubuntu:jammy
-MAINTAINER team@postgresml.com
+FROM nvidia/cuda:12.1.1-devel-ubuntu22.04
+LABEL maintainer="team@postgresml.com"
RUN apt-get update
ARG DEBIAN_FRONTEND=noninteractive
ENV TZ=Etc/UTC
-RUN apt-get update && apt-get install -y curl lsb-release python3 python3-pip tzdata sudo cmake libpq-dev libclang-dev wget postgresql-plpython3-14 postgresql-14 git
+ENV PATH="/usr/local/cuda/bin:${PATH}"
+
+
+RUN apt-get update && apt-get install -y curl lsb-release python3 python3-pip tzdata sudo cmake libpq-dev libclang-dev wget git
+
+RUN apt-get update && \
+ apt-get install -y wget gnupg lsb-release && \
+ wget --quiet -O - https://www.postgresql.org/media/keys/ACCC4CF8.asc | apt-key add - && \
+ echo "deb http://apt.postgresql.org/pub/repos/apt/ $(lsb_release -cs)-pgdg main" > /etc/apt/sources.list.d/pgdg.list && \
+ apt-get update && \
+ apt-get install -y postgresql-14 && \
+ apt-get install -y postgresql-plpython3-14
+
RUN echo "deb [trusted=yes] https://apt.postgresml.org $(lsb_release -cs) main" >> /etc/apt/sources.list
RUN cat /etc/apt/sources.list
@@ -25,6 +37,6 @@ RUN cd /tmp && \
cd pgvector && \
make && \
make install
-
+
WORKDIR /app
ENTRYPOINT ["/bin/bash", "/app/docker/entrypoint.sh"]
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