diff --git a/.github/workflows/pages.yml b/.github/workflows/pages.yml
new file mode 100644
index 0000000..5996770
--- /dev/null
+++ b/.github/workflows/pages.yml
@@ -0,0 +1,41 @@
+name: Deploy Sphinx Docs
+
+on:
+  push:
+    branches:
+      - main  # Change this to your default branch if it's not 'main'
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@v2
+      with:
+        fetch-depth: 0  # Ensure full history is fetched for Git actions
+
+    - name: Set up Python
+      uses: actions/setup-python@v2
+      with:
+        python-version: '3.6'  # Use your desired Python version
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install .
+        pip install sphinx sphinx_rtd_theme myst-parser nbsphinx
+
+    - name: Build Sphinx documentation
+      run: |
+        cd docs
+        ./sync_notebooks.sh
+        ./autoapidoc.sh
+        make html
+
+    - name: Deploy to GitHub Pages
+      uses: peaceiris/actions-gh-pages@v3
+      with:
+        github_token: ${{ secrets.GITHUB_TOKEN }}
+        publish_dir: docs/build/html
+        publish_branch: gh-pages
diff --git a/README.md b/README.md
index c1c543c..5e28820 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # Partial Ranker
 
-Partial Ranker is a library that implements methodologies for ranking a given set of objects with a *strict partial order* relation. For full documentations can be found here (TODO:Add link).
+Partial Ranker is a library that implements methodologies for ranking a given set of objects with a *strict partial order* relation. Full documentations can be found here (TODO:Add link).
 
 **Input**:
 
@@ -25,18 +25,18 @@ Rank 0: ['t0', 't1'],
 Rank 1: ['t2']
 ```
 
-### Installation
+## Installation
 
 Partial Ranker requires Python>=3.6 and can be installed using the command:
 
 ```bash
 pip install git+https://github.com/HPAC/PartialRanker
 ```
-### Examples
+## Examples
 
 For usage and application examples, please follow the jupyter notebooks under the folder ``examples/``.
 
-### Reference
+## Reference
 
 More details on partial ranking, the methodologies and applications can be found in [this paper](https://arxiv.org/abs/2405.18259). If you are using this library, please cite:
 
diff --git a/docs/source/requirements.txt b/docs/requirements.txt
similarity index 100%
rename from docs/source/requirements.txt
rename to docs/requirements.txt