diff --git a/.github/workflows/test-docker.yml b/.github/workflows/test-docker.yml
new file mode 100644
index 0000000..87f620b
--- /dev/null
+++ b/.github/workflows/test-docker.yml
@@ -0,0 +1,19 @@
+# action.yml
+name: 'test-docker'
+on: 'pull_request'
+jobs:
+  test-docker:
+    runs-on: ubuntu-latest
+    defaults:
+      run:
+        shell: bash -l {0}
+    steps:
+
+    - uses: actions/checkout@v3
+
+    - name: Setup Docker buildx
+      uses: docker/setup-buildx-action@v1
+
+    - run: |
+        docker build -t testbuild .
+        docker run -v "$(pwd)":/app testbuild bash -c "cd /app && pytest"
\ No newline at end of file
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 580d1ae..55609a0 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -14,13 +14,13 @@ jobs:
 
     - uses: conda-incubator/setup-miniconda@v2
       with:
-        python-version: "3.6"
+        python-version: "3.8"
     
     - run: |
         pip install .
         sudo apt-get update
         sudo apt-get install libglib2.0-0 -y
         sudo apt-get install libsm6 libxext6 libxrender-dev -y
-        conda install faiss-cpu=1.6.3 -c pytorch
+        conda install faiss-cpu=1.7.2 -c pytorch
         pip uninstall recurring_content_detector -y
         python -m pytest -s
diff --git a/Dockerfile b/Dockerfile
index 98448a2..7d7d8e8 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -7,12 +7,12 @@ COPY setup.py /opt/recurring-content-detector/setup.py
 
 WORKDIR /opt/recurring-content-detector
 
-RUN conda install python=3.6 -y && \
+RUN conda install python=3.8 -y && \
     pip install . && \
     apt-get update --allow-releaseinfo-change && \
     apt-get install libglib2.0-0 -y && \
     apt-get install -y libsm6 libxext6 libxrender-dev -y && \
     apt-get install ffmpeg -y && \
-    conda install faiss-cpu=1.6.3 -c pytorch
+    conda install faiss-cpu=1.7.2 -c pytorch
 
     
diff --git a/README.MD b/README.MD
index cc4a360..1c72b45 100644
--- a/README.MD
+++ b/README.MD
@@ -25,12 +25,12 @@ It'll first downsize the videos using ffmpeg, then it will convert the videos to
 
 ## Local Installation
 
-To install the package, do the following steps (assuming you have an anaconda setup with python 3.6) if you want to run the program with the default settings:
+To install the package, do the following steps (assuming you have an anaconda setup with python 3.8):
 
 ```bash
 git clone https://github.com/nielstenboom/recurring-content-detector.git
 cd recurring-content-detector
-conda install faiss-cpu=1.6.3 -c pytorch
+conda install faiss-cpu=1.7.2 -c pytorch
 pip install mkl
 pip install .
 ```
diff --git a/setup.py b/setup.py
index 9e8839b..76a6fc2 100644
--- a/setup.py
+++ b/setup.py
@@ -10,15 +10,15 @@
       packages=find_packages(),
       include_package_data = True,
       install_requires=[
-          'Pillow==6.1.0',
-          'ffmpeg_python==0.2.0',
-          'matplotlib==3.1.1',
-          'opencv_python==4.1.1.26',
-          'pandas==0.25.0',
-          'scipy==1.3.1',
-          'tqdm==4.40.2',
-          'natsort==6.2.0',
-          'numpy==1.16.2',
-          'pytest==6.0.2'
+          'Pillow==6.*',
+          'ffmpeg_python==0.*',
+          'matplotlib==3.*',
+          'opencv_python==4.*',
+          'pandas==0.*',
+          'scipy==1.*',
+          'tqdm==4.*',
+          'natsort==6.*',
+          'numpy==1.*',
+          'pytest==6.*'
       ],
       zip_safe=False)
\ No newline at end of file