diff --git a/.github/workflows/ci-cd.yml b/.github/workflows/ci-cd.yml
new file mode 100644
index 0000000..1c52345
--- /dev/null
+++ b/.github/workflows/ci-cd.yml
@@ -0,0 +1,96 @@
+name: ci-cd
+
+on: [push, pull_request]
+
+jobs:
+    ci:
+        # set up os
+        runs-on: ubuntu-latest
+
+        # define job steps
+        steps:
+            - name: Set up Python 3.10
+              uses: actions/setup-python@v3
+              with:
+                python-version: "3.10"
+                architecture: "x64"
+              env:
+                AGENT_TOOLSDIRECTORY: /opt/hostedtoolcache
+            
+            - name: Check-out repository
+              uses: actions/checkout@v4
+            
+            - name: Install poetry
+              uses: snok/install-poetry@v1
+            
+            - name: Install package
+              run: poetry install
+            
+            - name: Execute tests
+              run: poetry run python -m pytest -v tests/ --cov=src --cov-report=xml -rP
+            
+            - name: Upload coverage reports to Codecov
+              uses: codecov/codecov-action@v3
+              with:
+                files: ./coverage.xml
+
+            - name: Build documentation
+              run: poetry run make html --directory docs/
+    cd:
+        needs: ci
+
+        if: github.event_name == 'push' && github.ref == 'refs/heads/main'
+        
+        runs-on: ubuntu-latest
+        concurrency: release
+        permissions:
+            id-token: write
+            contents: write
+
+        steps:
+            - name: Set up Python 3.10
+              uses: actions/setup-python@v3
+              with:
+                python-version: "3.10"
+                architecture: "x64"
+              env:
+                AGENT_TOOLSDIRECTORY: /opt/hostedtoolcache
+            
+            - name: Check-out repository
+              uses: actions/checkout@v4
+              with:
+                fetch-depth: 0
+            
+            - name: Install poetry
+              uses: snok/install-poetry@v1
+            
+            - name: Install package
+              run: poetry install
+            
+            - name: Use Python Semantic Release to prepare release
+              env:
+                GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+              run: |
+                  git config user.name github-actions
+                  git config user.email github-actions@github.com
+                  poetry run semantic-release publish               
+            
+            - name: Publish to TestPyPi
+              uses: pypa/gh-action-pypi-publish@release/v1
+              with:
+                user: __token__
+                password: ${{ secrets.TEST_PYPI_API_TOKEN }}
+                repository_url: https://test.pypi.org/legacy/
+            
+            - name: Test install from TestPyPI
+              run: |
+                pip install \
+                --index-url https://test.pypi.org/simple/ \
+                --extra-index-url https://pypi.org/simple \
+                modelsight
+
+            - name: Publish to PyPI
+              uses: pypa/gh-action-pypi-publish@release/v1
+              with:
+                user: __token__
+                password: ${{ secrets.PYPI_API_TOKEN }}
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 67534a6..95e5490 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -38,5 +38,13 @@ requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.semantic_release]
-version_variable = "pyproject.toml:version"
-version_source = "tag"
\ No newline at end of file
+version_variable = "pyproject.toml:version" # version location
+version_source = "tag"
+branch = "main"                             # branch to make releases of
+changelog_file = "CHANGELOG.md"             # changelog file
+build_command = "poetry build"              # build dists
+dist_path = "dist/"                         # where to put dists
+upload_to_release = true                    # auto-create GitHub release
+upload_to_pypi = false                      # don't auto-upload to PyPI
+remove_dist = false                         # don't remove dists
+patch_without_tag = true                    # patch release by default
\ No newline at end of file