diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index d093a17..4d17735 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -20,11 +20,13 @@ jobs:
         run: |
           apt update || echo "apt-update failed" # && apt -y upgrade
       - uses: actions/checkout@v3
-      - name: Setup Python
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+      - name: Setup Python dependencies
         run: |
-          sudo apt -y update
-          sudo apt -y install python3-pip python3-testresources
           cd src
+          python -m pip install --upgrade pip
           python -m pip install -r requirements.txt
       - name: Setup app
         run: |
diff --git a/README.md b/README.md
index 70ece5a..998932a 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@ To run this prebuilt project, you will need:
 
 - [Couchbase Capella](https://www.couchbase.com/products/capella/) cluster with [travel-sample](https://docs.couchbase.com/python-sdk/current/ref/travel-app-data-model.html) bucket loaded.
   - To run this tutorial using a self managed Couchbase cluster, please refer to the [appendix](#running-self-managed-couchbase-cluster).
-- [Python](https://www.python.org/downloads/) 3.9 or higher installed
+- [Python](https://www.python.org/downloads/) 3.10 or higher installed
   - Ensure that the Python version is [compatible](https://docs.couchbase.com/python-sdk/current/project-docs/compatibility.html#python-version-compat) with the Couchbase SDK.
 - Loading Travel Sample Bucket
   If travel-sample is not loaded in your Capella cluster, you can load it by following the instructions for your Capella Cluster:
@@ -37,13 +37,13 @@ git clone https://github.com/couchbase-examples/python-quickstart.git
 
 The dependencies for the application are specified in the `requirements.txt` file in the source folder. Dependencies can be installed through `pip` the default package manager for Python.
 
-> Note: If your Python is not symbolically linked to python3, you need to run all commands using `python3` instead of `python`.
-
 ```shell
 cd src
 python -m pip install -r requirements.txt
 ```
 
+> Note: If your environment only provides a `python3` executable, substitute `python3` in the commands below.
+
 > Note: Python SDKs older than version 4.1.9 require OpenSSL v1.1. This might not be the default in some newer platforms. In such scenarios, please install the SDK without using the prebuilt wheels
 
 > `python -m pip install couchbase --no-binary couchbase`
diff --git a/src/Dockerfile b/src/Dockerfile
index b41d5cb..6ce2c17 100644
--- a/src/Dockerfile
+++ b/src/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.9-slim-bullseye
+FROM python:3.12-slim-bookworm
 
 WORKDIR /app
 
diff --git a/src/requirements.txt b/src/requirements.txt
index de48862..401d73a 100644
--- a/src/requirements.txt
+++ b/src/requirements.txt
@@ -1,5 +1,5 @@
 couchbase==4.6.1
-flask_restx==1.3.0
+flask_restx==1.3.2
 pytest==9.0.3
 python-dotenv==1.2.2
 requests==2.33.1
\ No newline at end of file