diff --git a/.github/workflows/documentation.yml b/.github/workflows/documentation.yml
index 74332a58..9dbcc2b8 100644
--- a/.github/workflows/documentation.yml
+++ b/.github/workflows/documentation.yml
@@ -7,25 +7,25 @@ on:
 
 jobs:
   build:
-
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v1
-    - name: Set up Python 3.7
-      uses: actions/setup-python@v1
-      with:
-        python-version: 3.7
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        pip install flit
-        flit install --deps develop --extras oauth,redis
-    - name: Build
-      run: mkdocs build
-    - name: Deploy
-      uses: peaceiris/actions-gh-pages@v2.5.0
-      env:
-        ACTIONS_DEPLOY_KEY: ${{ secrets.ACTIONS_DEPLOY_KEY }}
-        PUBLISH_BRANCH: gh-pages
-        PUBLISH_DIR: ./site
+      - uses: actions/checkout@v3
+      - name: Set up Python 3.7
+        uses: actions/setup-python@v3
+        with:
+          python-version: 3.7
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install flit
+          flit install --deps develop --extras oauth,redis
+      - name: Build
+        run: mkdocs build
+      - name: Get tag
+        run: |
+          python -c "from packaging import version; from fastapi_users import __version__; version = version.parse(__version__); print(f'DOCS_VERSION={version.major}.{version.minor}')" >> $GITHUB_ENV
+      - name: Deploy
+        run: |
+          git fetch origin gh-pages --depth=1
+          mike deploy --push --update-aliases ${{ env.DOCS_VERSION }} latest
diff --git a/docs/configuration/authentication/strategies/database.md b/docs/configuration/authentication/strategies/database.md
index 2aa8cf34..58bd5972 100644
--- a/docs/configuration/authentication/strategies/database.md
+++ b/docs/configuration/authentication/strategies/database.md
@@ -37,12 +37,12 @@ It is structured like this:
 
     With Tortoise ORM, you need to define a proper Tortoise model for `AccessToken` and manually specify the user foreign key. Besides, you need to modify the Pydantic model a bit so that it works well with this Tortoise model.
 
-    === ":octicons-file-code-16: model.py"
+    === "model.py"
         ```py hl_lines="2 4 31-38"
         --8<-- "docs/src/db_tortoise_access_tokens_model.py"
         ```
 
-    === ":octicons-file-code-16: adapter.py"
+    === "adapter.py"
         ```py hl_lines="2 4 13-14"
         --8<-- "docs/src/db_tortoise_access_tokens_adapter.py"
         ```
diff --git a/docs/configuration/full-example.md b/docs/configuration/full-example.md
index f08beecf..a5cb56b6 100644
--- a/docs/configuration/full-example.md
+++ b/docs/configuration/full-example.md
@@ -8,39 +8,39 @@ Here is a full working example with JWT authentication to help get you started.
 
 ## SQLAlchemy
 
-[Open :octicons-link-external-16:](https://github.com/fastapi-users/fastapi-users/tree/master/examples/sqlalchemy)
+[Open :material-open-in-new:](https://github.com/fastapi-users/fastapi-users/tree/master/examples/sqlalchemy)
 
-=== ":octicons-file-code-16: requirements.txt"
+=== "requirements.txt"
 
     ```
     --8<-- "examples/sqlalchemy/requirements.txt"
     ```
 
-=== ":octicons-file-code-16: main.py"
+=== "main.py"
 
     ```py
     --8<-- "examples/sqlalchemy/main.py"
     ```
 
-=== ":octicons-file-code-16: app/app.py"
+=== "app/app.py"
 
     ```py
     --8<-- "examples/sqlalchemy/app/app.py"
     ```
 
-=== ":octicons-file-code-16: app/db.py"
+=== "app/db.py"
 
     ```py
     --8<-- "examples/sqlalchemy/app/db.py"
     ```
 
-=== ":octicons-file-code-16: app/models.py"
+=== "app/models.py"
 
     ```py
     --8<-- "examples/sqlalchemy/app/models.py"
     ```
 
-=== ":octicons-file-code-16: app/users.py"
+=== "app/users.py"
 
     ```py
     --8<-- "examples/sqlalchemy/app/users.py"
@@ -48,39 +48,39 @@ Here is a full working example with JWT authentication to help get you started.
 
 ## MongoDB
 
-[Open :octicons-link-external-16:](https://github.com/fastapi-users/fastapi-users/tree/master/examples/mongodb)
+[Open :material-open-in-new:](https://github.com/fastapi-users/fastapi-users/tree/master/examples/mongodb)
 
-=== ":octicons-file-code-16: requirements.txt"
+=== "requirements.txt"
 
     ```
     --8<-- "examples/mongodb/requirements.txt"
     ```
 
-=== ":octicons-file-code-16: main.py"
+=== "main.py"
 
     ```py
     --8<-- "examples/mongodb/main.py"
     ```
 
-=== ":octicons-file-code-16: app/app.py"
+=== "app/app.py"
 
     ```py
     --8<-- "examples/mongodb/app/app.py"
     ```
 
-=== ":octicons-file-code-16: app/db.py"
+=== "app/db.py"
 
     ```py
     --8<-- "examples/mongodb/app/db.py"
     ```
 
-=== ":octicons-file-code-16: app/models.py"
+=== "app/models.py"
 
     ```py
     --8<-- "examples/mongodb/app/models.py"
     ```
 
-=== ":octicons-file-code-16: app/users.py"
+=== "app/users.py"
 
     ```py
     --8<-- "examples/mongodb/app/users.py"
@@ -88,39 +88,39 @@ Here is a full working example with JWT authentication to help get you started.
 
 ## Tortoise ORM
 
-[Open :octicons-link-external-16:](https://github.com/fastapi-users/fastapi-users/tree/master/examples/tortoise)
+[Open :material-open-in-new:](https://github.com/fastapi-users/fastapi-users/tree/master/examples/tortoise)
 
-=== ":octicons-file-code-16: requirements.txt"
+=== "requirements.txt"
 
     ```
     --8<-- "examples/tortoise/requirements.txt"
     ```
 
-=== ":octicons-file-code-16: main.py"
+=== "main.py"
 
     ```py
     --8<-- "examples/tortoise/main.py"
     ```
 
-=== ":octicons-file-code-16: app/app.py"
+=== "app/app.py"
 
     ```py
     --8<-- "examples/tortoise/app/app.py"
     ```
 
-=== ":octicons-file-code-16: app/db.py"
+=== "app/db.py"
 
     ```py
     --8<-- "examples/tortoise/app/db.py"
     ```
 
-=== ":octicons-file-code-16: app/models.py"
+=== "app/models.py"
 
     ```py
     --8<-- "examples/tortoise/app/models.py"
     ```
 
-=== ":octicons-file-code-16: app/users.py"
+=== "app/users.py"
 
     ```py
     --8<-- "examples/tortoise/app/users.py"
diff --git a/docs/configuration/oauth.md b/docs/configuration/oauth.md
index e6ce5bcc..d10f9b98 100644
--- a/docs/configuration/oauth.md
+++ b/docs/configuration/oauth.md
@@ -123,39 +123,39 @@ app.include_router(
 
 #### SQLAlchemy
 
-[Open :octicons-link-external-16:](https://github.com/fastapi-users/fastapi-users/tree/master/examples/sqlalchemy-oauth)
+[Open :material-open-in-new:](https://github.com/fastapi-users/fastapi-users/tree/master/examples/sqlalchemy-oauth)
 
-=== ":octicons-file-code-16: requirements.txt"
+=== "requirements.txt"
 
     ```
     --8<-- "examples/sqlalchemy-oauth/requirements.txt"
     ```
 
-=== ":octicons-file-code-16: main.py"
+=== "main.py"
 
     ```py
     --8<-- "examples/sqlalchemy-oauth/main.py"
     ```
 
-=== ":octicons-file-code-16: app/app.py"
+=== "app/app.py"
 
     ```py
     --8<-- "examples/sqlalchemy-oauth/app/app.py"
     ```
 
-=== ":octicons-file-code-16: app/db.py"
+=== "app/db.py"
 
     ```py
     --8<-- "examples/sqlalchemy-oauth/app/db.py"
     ```
 
-=== ":octicons-file-code-16: app/models.py"
+=== "app/models.py"
 
     ```py
     --8<-- "examples/sqlalchemy-oauth/app/models.py"
     ```
 
-=== ":octicons-file-code-16: app/users.py"
+=== "app/users.py"
 
     ```py
     --8<-- "examples/sqlalchemy-oauth/app/users.py"
@@ -163,39 +163,39 @@ app.include_router(
 
 #### MongoDB
 
-[Open :octicons-link-external-16:](https://github.com/fastapi-users/fastapi-users/tree/master/examples/mongodb-oauth)
+[Open :material-open-in-new:](https://github.com/fastapi-users/fastapi-users/tree/master/examples/mongodb-oauth)
 
-=== ":octicons-file-code-16: requirements.txt"
+=== "requirements.txt"
 
     ```
     --8<-- "examples/mongodb-oauth/requirements.txt"
     ```
 
-=== ":octicons-file-code-16: main.py"
+=== "main.py"
 
     ```py
     --8<-- "examples/mongodb-oauth/main.py"
     ```
 
-=== ":octicons-file-code-16: app/app.py"
+=== "app/app.py"
 
     ```py
     --8<-- "examples/mongodb-oauth/app/app.py"
     ```
 
-=== ":octicons-file-code-16: app/db.py"
+=== "app/db.py"
 
     ```py
     --8<-- "examples/mongodb-oauth/app/db.py"
     ```
 
-=== ":octicons-file-code-16: app/models.py"
+=== "app/models.py"
 
     ```py
     --8<-- "examples/mongodb-oauth/app/models.py"
     ```
 
-=== ":octicons-file-code-16: app/users.py"
+=== "app/users.py"
 
     ```py
     --8<-- "examples/mongodb-oauth/app/users.py"
@@ -203,39 +203,39 @@ app.include_router(
 
 #### Tortoise ORM
 
-[Open :octicons-link-external-16:](https://github.com/fastapi-users/fastapi-users/tree/master/examples/tortoise-oauth)
+[Open :material-open-in-new:](https://github.com/fastapi-users/fastapi-users/tree/master/examples/tortoise-oauth)
 
-=== ":octicons-file-code-16: requirements.txt"
+=== "requirements.txt"
 
     ```
     --8<-- "examples/tortoise-oauth/requirements.txt"
     ```
 
-=== ":octicons-file-code-16: main.py"
+=== "main.py"
 
     ```py
     --8<-- "examples/tortoise-oauth/main.py"
     ```
 
-=== ":octicons-file-code-16: app/app.py"
+=== "app/app.py"
 
     ```py
     --8<-- "examples/tortoise-oauth/app/app.py"
     ```
 
-=== ":octicons-file-code-16: app/db.py"
+=== "app/db.py"
 
     ```py
     --8<-- "examples/tortoise-oauth/app/db.py"
     ```
 
-=== ":octicons-file-code-16: app/models.py"
+=== "app/models.py"
 
     ```py
     --8<-- "examples/tortoise-oauth/app/models.py"
     ```
 
-=== ":octicons-file-code-16: app/users.py"
+=== "app/users.py"
 
     ```py
     --8<-- "examples/tortoise-oauth/app/users.py"
diff --git a/mkdocs.yml b/mkdocs.yml
index 767d5389..64c8ea4c 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -8,17 +8,25 @@ theme:
       primary: 'red'
       accent: 'red'
       toggle:
-          icon: material/lightbulb
+          icon: material/weather-sunny
           name: Switch to dark mode
     - scheme: slate
       primary: 'red'
       accent: 'red'
       toggle:
-          icon: material/lightbulb-outline
+          icon: material/weather-night
           name: Switch to light mode
   icon:
     logo: material/account-supervisor
   favicon: 'favicon.png'
+  features:
+    - navigation.instant
+    - navigation.top
+    - navigation.sections
+    - navigation.indexes
+    - search.suggest
+    - search.highlight
+    - content.code.annotate
 
 repo_name: frankie567/fastapi-users
 repo_url: https://github.com/fastapi-users/fastapi-users
@@ -28,29 +36,34 @@ markdown_extensions:
   - toc:
       permalink: true
   - admonition
-  - codehilite
+  - pymdownx.details
+  - pymdownx.highlight:
+      anchor_linenums: true
+  - pymdownx.inlinehilite
+  - pymdownx.snippets
   - pymdownx.superfences:
       custom_fences:
         - name: mermaid
           class: mermaid
-          format: !!python/name:mermaid2.fence_mermaid
-  - pymdownx.tasklist
+          format: !!python/name:pymdownx.superfences.fence_code_format
+  - pymdownx.tasklist:
+      custom_checkbox: true
   - pymdownx.tabbed:
       alternate_style: true
-  - pymdownx.snippets
   - pymdownx.emoji:
       emoji_index: !!python/name:materialx.emoji.twemoji
       emoji_generator: !!python/name:materialx.emoji.to_svg
+  - attr_list
+  - tables
+  - def_list
 
 plugins:
   - search
-  - mermaid2:
-      arguments:
-        theme: |
-          ^(JSON.parse(window.localStorage.getItem('/.__palette')).index == 1) ? 'dark' : 'light'
+  - mike
 
-extra_javascript:
-    - https://unpkg.com/mermaid/dist/mermaid.min.js
+extra:
+  version:
+    provider: mike
 
 nav:
   - About: index.md
diff --git a/pyproject.toml b/pyproject.toml
index b5602c5a..1e10b09c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -86,6 +86,7 @@ dev = [
     "isort",
     "pytest-asyncio",
     "flake8-docstrings",
+    "mike",
     "mkdocs",
     "mkdocs-material",
     "mkdocs-mermaid2-plugin",