diff --git a/shinkai-libs/shinkai-message-pyo3/mac_compile.sh b/shinkai-libs/shinkai-message-pyo3/mac_compile.sh
index c128a78fc..c503a0755 100755
--- a/shinkai-libs/shinkai-message-pyo3/mac_compile.sh
+++ b/shinkai-libs/shinkai-message-pyo3/mac_compile.sh
@@ -1,13 +1,40 @@
 #!/bin/bash
 
-# Create a virtual environment if it doesn't exist
-if [ ! -d "./venv" ]
-then
-    python -m venv venv
+# Define container name for easier reference
+CONTAINER_NAME="shinkai_build_container"
+
+# Start the Docker container, mapping the volume
+sudo docker run -it -d --name $CONTAINER_NAME -v ~/shinkai/develop/shinkai-node/shinkai-libs:/project pyo3-maturin:latest /bin/bash
+
+# Run the commands inside the Docker container to generate the file
+sudo docker exec -it $CONTAINER_NAME bash -c "cd shinkai-message-pyo3 && maturin build -i python"
+
+# Check for the existence of the file every 10 seconds, but timeout after 10 minutes
+timeout=$((10*60)) # 10 minutes in seconds
+interval=10        # 10 seconds interval
+
+file_exists=0
+elapsed_time=0
+
+while [[ $file_exists -eq 0 && $elapsed_time -lt $timeout ]]; do
+    # Check if the file exists in the Docker container
+    if sudo docker exec $CONTAINER_NAME test -e "/project/shinkai-message-pyo3/target/wheels/shinkai_message_pyo3-0.1.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"; then
+        file_exists=1
+    else
+        sleep $interval
+        elapsed_time=$((elapsed_time + interval))
+    fi
+done
+
+# If the file exists, copy it to the host. Otherwise, print an error message
+if [[ $file_exists -eq 1 ]]; then
+    sudo docker cp $CONTAINER_NAME:/project/shinkai-message-pyo3/target/wheels/shinkai_message_pyo3-0.1.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl /home/nico/ai-dcspark/development/shinkai-node/shinkai-libs/
+    echo "File has been copied successfully!"
+else
+    echo "Error: File was not created within the time limit."
 fi
 
-# Activate your virtual environment
-source ./venv/bin/activate
+# Stop and remove the container
+sudo docker stop $CONTAINER_NAME
+sudo docker rm $CONTAINER_NAME
 
-# Run maturin develop and capture its output
-maturin build -i python --compatibility linux --strip --release