diff --git a/constraints.txt b/constraints.txt
index 6c9972b2..a19adf13 100644
--- a/constraints.txt
+++ b/constraints.txt
@@ -265,7 +265,7 @@ SecretStorage==3.3.3
 semsimian==0.2.19
 semsql==0.3.3
 Send2Trash==1.8.3
-setuptools==75.3.0
+setuptools==68.1.2
 ShExJSG==0.8.2
 six==1.16.0
 sniffio==1.3.1
@@ -318,7 +318,7 @@ wcwidth==0.2.13
 webcolors==24.8.0
 webencodings==0.5.1
 websocket-client==1.8.0
-wheel==0.44.0
+wheel==0.42.0
 widgetsnbextension==4.0.13
 wrapt==1.16.0
 xmltodict==0.13.0
diff --git a/docker/builder/Dockerfile b/docker/builder/Dockerfile
index 31f58786..673d6aad 100644
--- a/docker/builder/Dockerfile
+++ b/docker/builder/Dockerfile
@@ -40,7 +40,7 @@ RUN apt-get update && \
 COPY requirements.txt.full /build/requirements.txt
 COPY requirements.txt.lite /build/requirements.txt.lite
 COPY constraints.txt /build/constraints.txt
-RUN echo "setuptools<72" > /build/pip-constraints.txt
+COPY pip-constraints.txt /build/pip-constraints.txt
 # First the packages needed by the odklite image.
 RUN PIP_CONSTRAINT=/build/pip-constraints.txt python3 -m pip install \
         -r /build/requirements.txt.lite \
diff --git a/pip-constraints.txt b/pip-constraints.txt
new file mode 100644
index 00000000..586bacd4
--- /dev/null
+++ b/pip-constraints.txt
@@ -0,0 +1,6 @@
+six==1.16.0
+wheel==0.42.0
+pip==24.0
+setuptools==68.1.2
+psycopg2==2.9.9
+gyp==0.1
diff --git a/update-constraints.sh b/update-constraints.sh
index 2882d9e6..f0c4b08c 100755
--- a/update-constraints.sh
+++ b/update-constraints.sh
@@ -2,6 +2,14 @@
 
 set -e
 
+if [ -d /usr/lib/python3/dist-packages ]; then
+    # For any Python package already provided by the system, we must
+    # force PIP to use the exact same version as the one installed
+    find /usr/lib/python3/dist-packages -type d -name '*-info' | \
+        sed -E 's,/usr/lib/python3/dist-packages/(.+)-([^-]+)\.(egg|dist)-info,\1==\2,' \
+        > pip-constraints.txt
+fi
+
 if [ "x$1" = x--install-virtualenv ]; then
     apt-get update
     DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends python3-virtualenv
@@ -9,6 +17,7 @@ fi
 
 virtualenv tmpdir
 . tmpdir/bin/activate
+export PIP_CONSTRAINT=$(pwd)/pip-constraints.txt
 python3 -m pip install -U pip
 python3 -m pip install -r requirements.txt.full
 python3 -m pip freeze > constraints.txt