diff --git a/Dockerfile b/Dockerfile
index d22353cc..c9d855bd 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.9
+FROM python:3.12
 
 ENV PYTHONDONTWRITEBYTECODE=1
 ENV PYTHONUNBUFFERED=1
@@ -6,6 +6,7 @@ ENV PYTHONUNBUFFERED=1
 RUN apt-get update && apt-get install -y libsasl2-dev libgraphviz-dev graphviz pandoc
 
 COPY requirements.txt /kelvin/requirements.txt
+RUN pip install --upgrade pip
 RUN pip install -r /kelvin/requirements.txt
 
 RUN apt-get update \
diff --git a/requirements.txt b/requirements.txt
index 1583db93..13f23810 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,25 +1,25 @@
 beautifulsoup4==4.11.1
 bokeh==2.3.2
 cssselect
-django-cas-ng==4.2.1
+django-cas-ng==5.0.1
 django-notifications-hq
 django-redis-cache==2.1.1
-django-rq==2.3.2
+django-rq==2.8.1
 django-webpush==0.3.2
-django==3.1.14
+Django==5.0b1
 imageio==2.6.1
 Jinja2==2.11.3
 MarkupSafe==2.0.1
 mosspy==1.0.9
 networkx==2.5
-numpy==1.24.1
+numpy==1.26.1
 oauthlib==3.2.2
 pandas==1.5.3
 psycopg2
 pygraphviz==1.7
 pyserde==0.12.2
 python-magic==0.4.27
-pyyaml==5.4
+pyyaml==6.0.1
 readwise-django-rq-scheduler==1.2.1
 redis==3.5.3
 requests==2.31.0