diff --git a/.docker/odbx_Dockerfile b/.docker/odbx_Dockerfile
index 5c0a1dd..2f30af5 100644
--- a/.docker/odbx_Dockerfile
+++ b/.docker/odbx_Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.9.6
+FROM python:3.12.4
 
 WORKDIR /app
 
diff --git a/.docker/odbx_index_Dockerfile b/.docker/odbx_index_Dockerfile
index 457738d..fce4cc2 100644
--- a/.docker/odbx_index_Dockerfile
+++ b/.docker/odbx_index_Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.9.6
+FROM python:3.12.4
 
 WORKDIR /app
 
diff --git a/.docker/odbx_rest_Dockerfile b/.docker/odbx_rest_Dockerfile
index 1af3a54..578a54b 100644
--- a/.docker/odbx_rest_Dockerfile
+++ b/.docker/odbx_rest_Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.9.6
+FROM python:3.12.4
 
 WORKDIR /app
 
diff --git a/.docker/odbx_rest_dcgat_Dockerfile b/.docker/odbx_rest_dcgat_Dockerfile
index e2ac351..1f1d498 100644
--- a/.docker/odbx_rest_dcgat_Dockerfile
+++ b/.docker/odbx_rest_dcgat_Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.9.6
+FROM python:3.12.4
 
 WORKDIR /app
 
diff --git a/.docker/odbx_rest_electrides_Dockerfile b/.docker/odbx_rest_electrides_Dockerfile
index 2714062..04a11db 100644
--- a/.docker/odbx_rest_electrides_Dockerfile
+++ b/.docker/odbx_rest_electrides_Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.9.6
+FROM python:3.12.4
 
 WORKDIR /app
 
diff --git a/.docker/odbx_rest_misc_Dockerfile b/.docker/odbx_rest_misc_Dockerfile
old mode 100755
new mode 100644
index d7546e6..ffd023d
--- a/.docker/odbx_rest_misc_Dockerfile
+++ b/.docker/odbx_rest_misc_Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.9.6
+FROM python:3.12.4
 
 WORKDIR /app
 
diff --git a/.docker/odbx_rest_test_Dockerfile b/.docker/odbx_rest_test_Dockerfile
index 1e3a918..3e13e15 100644
--- a/.docker/odbx_rest_test_Dockerfile
+++ b/.docker/odbx_rest_test_Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.9.6
+FROM python:3.12.4
 
 WORKDIR /app