diff --git a/.docker/odbx_Dockerfile b/.docker/odbx_Dockerfile
index 5c0a1dd..c3a6c27 100644
--- a/.docker/odbx_Dockerfile
+++ b/.docker/odbx_Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.9.6
+FROM python:3.12.7
 
 WORKDIR /app
 
diff --git a/.docker/odbx_index_Dockerfile b/.docker/odbx_index_Dockerfile
index 457738d..2ea65ca 100644
--- a/.docker/odbx_index_Dockerfile
+++ b/.docker/odbx_index_Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.9.6
+FROM python:3.12.7
 
 WORKDIR /app
 
diff --git a/.docker/odbx_rest_Dockerfile b/.docker/odbx_rest_Dockerfile
index 1af3a54..13037b0 100644
--- a/.docker/odbx_rest_Dockerfile
+++ b/.docker/odbx_rest_Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.9.6
+FROM python:3.12.7
 
 WORKDIR /app
 
diff --git a/.docker/odbx_rest_dcgat_Dockerfile b/.docker/odbx_rest_dcgat_Dockerfile
index e2ac351..1371b77 100644
--- a/.docker/odbx_rest_dcgat_Dockerfile
+++ b/.docker/odbx_rest_dcgat_Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.9.6
+FROM python:3.12.7
 
 WORKDIR /app
 
diff --git a/.docker/odbx_rest_electrides_Dockerfile b/.docker/odbx_rest_electrides_Dockerfile
index 2714062..a17728d 100644
--- a/.docker/odbx_rest_electrides_Dockerfile
+++ b/.docker/odbx_rest_electrides_Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.9.6
+FROM python:3.12.7
 
 WORKDIR /app
 
diff --git a/.docker/odbx_rest_misc_Dockerfile b/.docker/odbx_rest_misc_Dockerfile
old mode 100755
new mode 100644
index d7546e6..aec52ef
--- a/.docker/odbx_rest_misc_Dockerfile
+++ b/.docker/odbx_rest_misc_Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.9.6
+FROM python:3.12.7
 
 WORKDIR /app
 
diff --git a/.docker/odbx_rest_test_Dockerfile b/.docker/odbx_rest_test_Dockerfile
index 1e3a918..aa58c59 100644
--- a/.docker/odbx_rest_test_Dockerfile
+++ b/.docker/odbx_rest_test_Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.9.6
+FROM python:3.12.7
 
 WORKDIR /app