diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 00c6f85..9006f5f 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -14,29 +14,26 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest, macos-latest]
-        python-version: ["3.8", "3.9", "3.10", "3.11"]
+        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
-      - name: Setup Python ${{ matrix.python-version}}
-        uses: actions/setup-python@v4
-        with:
-          python-version: ${{ matrix.python-version }}
-
-      - name: Install Poetry
+      - name: Install Rye
         run: |
-          curl -sSL https://install.python-poetry.org | python3 -
-          echo "$HOME/.local/bin" >> $GITHUB_PATH
-
-      - name: Install Dependencies
-        run: poetry install -n
+          curl -sSf https://rye.astral.sh/get | RYE_INSTALL_OPTION="--yes" bash
+          echo "$HOME/.rye/shims" >> $GITHUB_PATH
 
-      - name: Run black format check
-        run: poetry run black src tests --check --diff --verbose
+      - name: Setup Python ${{matrix.python-version}} & Dependencies
+        run: |
+          rye pin ${{ matrix.python-version }}
+          rye sync --update-all --all-features
 
       - name: Run ruff lint check
-        run: poetry run ruff .
+        run: rye run ruff check --diff
+
+      - name: Run ruff format check
+        run: rye run ruff format --check --diff
 
       - name: Run pytest
-        run: poetry run pytest tests --tb=line --cov=src --cov-report=xml --cov-report=term
+        run: rye run pytest
diff --git a/.github/workflows/publish_mkdocs.yml b/.github/workflows/publish_mkdocs.yml
index 8a32563..2399819 100644
--- a/.github/workflows/publish_mkdocs.yml
+++ b/.github/workflows/publish_mkdocs.yml
@@ -10,17 +10,15 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
-      - name: Setup Python 3.9
-        uses: actions/setup-python@v4
-        with:
-          python-version: 3.9
-
-      - name: Install MkDocs & Plugins
+      - name: Install Rye
         run: |
-          pip install .
-          pip install mkdocs mkdocs-material mkdocs-jupyter mkdocstrings[python] black
+          curl -sSf https://rye.astral.sh/get | RYE_INSTALL_OPTION="--yes" bash
+          echo "$HOME/.rye/shims" >> $GITHUB_PATH
+
+      - name: Install Python & MkDocs & Plugins
+        run: rye sync
 
       - name: Publish document
-        run: mkdocs gh-deploy --force
+        run: rye run mkdocs gh-deploy --force
diff --git a/.github/workflows/publish_to_pypi.yml b/.github/workflows/publish_to_pypi.yml
index e92750e..24e3ab7 100644
--- a/.github/workflows/publish_to_pypi.yml
+++ b/.github/workflows/publish_to_pypi.yml
@@ -13,20 +13,15 @@ jobs:
       PYPI_PASSWORD: ${{ secrets.PYPI_PASSWORD }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
-      - name: Setup Python 3.9
-        uses: actions/setup-python@v4
-        with:
-          python-version: 3.9
-
-      - name: Install Poetry
+      - name: Install Rye
         run: |
-          curl -sSL https://install.python-poetry.org | python3 -
-          echo "$HOME/.local/bin" >> $GITHUB_PATH
+          curl -sSf https://rye.astral.sh/get | RYE_INSTALL_OPTION="--yes" bash
+          echo "$HOME/.rye/shims" >> $GITHUB_PATH
 
       - name: Build
-        run: poetry build
+        run: rye build
 
       - name: Publish
-        run: poetry publish -u $PYPI_USERNAME -p $PYPI_PASSWORD
+        run: rye publish -u $PYPI_USERNAME --token $PYPI_PASSWORD -y