diff --git a/webapp/Dockerfile b/webapp/Dockerfile
index 06ace36b..9305e86a 100644
--- a/webapp/Dockerfile
+++ b/webapp/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.10
+FROM python:3.11
 
 # Update and upgrade everything
 RUN apt-get update -y && \
@@ -10,6 +10,10 @@ RUN apt-get install -y vim
 # Get node and npm
 RUN apt install -y nodejs && apt-get install -y npm && npm install -g npm@latest
 
+# Install Rust - for tokenziers dep in medcat.
+RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
+ENV PATH="/root/.cargo/bin:${PATH}"
+
 # Copy project
 WORKDIR /home
 COPY ./ .