diff --git a/docker/base-image/Dockerfile b/docker/base-image/Dockerfile
index f501f1e7..5a3d6933 100644
--- a/docker/base-image/Dockerfile
+++ b/docker/base-image/Dockerfile
@@ -1,26 +1,20 @@
-# images
-FROM ubuntu:22.04
-
-# set as non-interactive
+# Build stage
+FROM ubuntu:22.04 AS builder
 ENV DEBIAN_FRONTEND=noninteractive
-
-# copy install scripts
 COPY ./install /app/install
+RUN bash /app/install/deps/deps.sh && \
+    bash /app/install/python/python.sh && \
+    bash /app/install/golang/golang.sh && \
+    bash /app/install/node/node.sh && \
+    bash /app/install/chromedriver/chromedriver.sh
 
-# install common dependencies
-RUN bash /app/install/deps/deps.sh
-
-# install python
-RUN bash /app/install/python/python.sh
-
-# install golang
-RUN bash /app/install/golang/golang.sh
-
-# install node
-RUN bash /app/install/node/node.sh
-
-# install chromedriver
-RUN bash /app/install/chromedriver/chromedriver.sh
+# Final stage
+FROM ubuntu:22.04
+ENV DEBIAN_FRONTEND=noninteractive
+COPY --from=builder /usr/local/bin /usr/local/bin
+COPY --from=builder /usr/local/lib /usr/local/lib
+COPY --from=builder /usr/lib /usr/lib
+COPY --from=builder /app/install /app/install
 
 # working directory
 WORKDIR /app/backend
diff --git a/docker/base-image/install/node/node.sh b/docker/base-image/install/node/node.sh
index 60e57fa5..7000bd6f 100644
--- a/docker/base-image/install/node/node.sh
+++ b/docker/base-image/install/node/node.sh
@@ -32,3 +32,7 @@ npm install -g \
 	playwright \
 	playwright-chromium \
 	crawlee
+
+# Clean up
+npm cache clean --force && \
+rm -rf ~/.npm
\ No newline at end of file
diff --git a/docker/base-image/install/python/python.sh b/docker/base-image/install/python/python.sh
index 396972d0..5ce3aac8 100644
--- a/docker/base-image/install/python/python.sh
+++ b/docker/base-image/install/python/python.sh
@@ -59,3 +59,9 @@ fi
 
 # install python dependencies
 pip install -r /app/install/python/requirements.txt
+
+# After pip install
+pip cache purge && \
+rm -rf ~/.cache/pip/* && \
+apt-get remove -y make build-essential && \
+apt-get autoremove -y
\ No newline at end of file