diff --git a/.github/workflows/build_docs_on_branch.yml b/.github/workflows/build_docs_on_branch.yml
index 7362c873128..11238c4addb 100644
--- a/.github/workflows/build_docs_on_branch.yml
+++ b/.github/workflows/build_docs_on_branch.yml
@@ -23,17 +23,13 @@ jobs:
         run: |
           npm i -g netlify-cli
           python -m pip install --upgrade pip
-          pip install -r requirements.txt
-          python -m pip install wheel
           python -m pip install poetry
-          cd ..
           python -m poetry config virtualenvs.create false && python -m poetry install --no-interaction --no-ansi --all-extras
 
           cd docs
-          export NUM_RELEASES=2 # only 2 last tags to save build time
-          bash makedoc.sh 
-          netlify deploy --dir=_build/dirhtml --alias="docarray-v2" --message="Deploying docs to docarray v2"
+          bash makedocs.sh
+          cd ..
+          netlify deploy --dir=site --alias="docarray-v2" --message="Deploying docs to docarray v2"
         env:
           NETLIFY_AUTH_TOKEN: ${{ secrets.NETLIFY_AUTH_TOKEN1 }}
           NETLIFY_SITE_ID: ${{ secrets.NETLIFY_SITE_ID }}
-        working-directory: docs
diff --git a/.github/workflows/ci_only_pr.yml b/.github/workflows/ci_only_pr.yml
index b67a8c0af90..adac73476a0 100644
--- a/.github/workflows/ci_only_pr.yml
+++ b/.github/workflows/ci_only_pr.yml
@@ -43,20 +43,16 @@ jobs:
         run: |
           npm i -g netlify-cli
           python -m pip install --upgrade pip
-          pip install -r requirements.txt
-          python -m pip install wheel
           python -m pip install poetry
-          cd ..
           python -m poetry config virtualenvs.create false && python -m poetry install --no-interaction --no-ansi --all-extras
 
           cd docs
-          export NUM_RELEASES=2 # only 2 last tags to save build time
-          bash makedoc.sh 
-          netlify deploy --dir=_build/dirhtml --alias="ft-${{ env.BRANCH_NAME }}" --message="Deploying docs to ${{ env.BRANCH_NAME }} branch"
+          bash makedocs.sh
+          cd ..
+          netlify deploy --dir=site --alias="ft-${{ env.BRANCH_NAME }}" --message="Deploying docs to ${{ env.BRANCH_NAME }} branch"
         env:
           NETLIFY_AUTH_TOKEN: ${{ secrets.NETLIFY_AUTH_TOKEN1 }}
           NETLIFY_SITE_ID: ${{ secrets.NETLIFY_SITE_ID }}
-        working-directory: docs
       - name: Find the prev comment if exists
         uses: peter-evans/find-comment@v1
         id: fc
diff --git a/docarray/__init__.py b/docarray/__init__.py
index 20f1af1dbc7..5e3e700a61f 100644
--- a/docarray/__init__.py
+++ b/docarray/__init__.py
@@ -1,9 +1,6 @@
 __version__ = '0.30.0a3'
 
-from docarray.array.array.array import DocumentArray
+from docarray.array import DocumentArray, DocumentArrayStacked
 from docarray.base_document.document import BaseDocument
 
-__all__ = [
-    'BaseDocument',
-    'DocumentArray',
-]
+__all__ = ['BaseDocument', 'DocumentArray', 'DocumentArrayStacked']
diff --git a/docarray/array/array/array.py b/docarray/array/array/array.py
index e04b8062501..bf43586a1ac 100644
--- a/docarray/array/array/array.py
+++ b/docarray/array/array/array.py
@@ -62,9 +62,6 @@ class DocumentArray(
     """
      DocumentArray is a container of Documents.
 
-    :param docs: iterable of Document
-    :param tensor_type: Class used to wrap the tensors of the Documents when stacked
-
     A DocumentArray is a list of Documents of any schema. However, many
     DocumentArray features are only available if these Documents are
     homogeneous and follow the same schema. To precise this schema you can use
@@ -72,29 +69,31 @@ class DocumentArray(
     (i.e. schema). This creates a DocumentArray that can only contains Documents of
     the type 'MyDocument'.
 
-    EXAMPLE USAGE
-    .. code-block:: python
-        from docarray import BaseDocument, DocumentArray
-        from docarray.typing import NdArray, ImageUrl
-        from typing import Optional
+    ---
+
+    ```python
+    from docarray import BaseDocument, DocumentArray
+    from docarray.typing import NdArray, ImageUrl
+    from typing import Optional
+
 
+    class Image(BaseDocument):
+        tensor: Optional[NdArray[100]]
+        url: ImageUrl
 
-        class Image(BaseDocument):
-            tensor: Optional[NdArray[100]]
-            url: ImageUrl
 
+    da = DocumentArray[Image](
+        Image(url='http://url.com/foo.png') for _ in range(10)
+    )  # noqa: E510
+    ```
 
-        da = DocumentArray[Image](
-            Image(url='http://url.com/foo.png') for _ in range(10)
-        )  # noqa: E510
+    ---
 
 
     If your DocumentArray is homogeneous (i.e. follows the same schema), you can access
     fields at the DocumentArray level (for example `da.tensor` or `da.url`).
     You can also set fields, with `da.tensor = np.random.random([10, 100])`:
 
-
-    .. code-block:: python
         print(da.url)
         # [ImageUrl('http://url.com/foo.png', host_type='domain'), ...]
         import numpy as np
@@ -106,7 +105,7 @@ class Image(BaseDocument):
 
     You can index into a DocumentArray like a numpy array or torch tensor:
 
-    .. code-block:: python
+
         da[0]  # index by position
         da[0:5:2]  # index by slice
         da[[0, 2, 3]]  # index by list of indices
@@ -114,10 +113,12 @@ class Image(BaseDocument):
 
     You can delete items from a DocumentArray like a Python List
 
-    .. code-block:: python
         del da[0]  # remove first element from DocumentArray
         del da[0:5]  # remove elements for 0 to 5 from DocumentArray
 
+    :param docs: iterable of Document
+    :param tensor_type: Class used to wrap the tensors of the Documents when stacked
+
     """
 
     document_type: Type[BaseDocument] = AnyDocument
diff --git a/docarray/array/array/io.py b/docarray/array/array/io.py
index c18acddb8cd..ef674639ab3 100644
--- a/docarray/array/array/io.py
+++ b/docarray/array/array/io.py
@@ -460,7 +460,7 @@ class Person(BaseDocument):
 
         for row in df.itertuples():
             access_path2val = row._asdict()
-            access_path2val.pop('Index', None)
+            access_path2val.pop('index', None)
             doc_dict = _access_path_dict_to_nested_dict(access_path2val)
             da.append(doc_type.parse_obj(doc_dict))
 
diff --git a/docarray/doc_index/abstract_doc_index.py b/docarray/doc_index/abstract_doc_index.py
index 0a066bbbc8c..0bf3fecf6f3 100644
--- a/docarray/doc_index/abstract_doc_index.py
+++ b/docarray/doc_index/abstract_doc_index.py
@@ -48,7 +48,7 @@ class _FindResultBatched(NamedTuple):
 def _raise_not_composable(name):
     def _inner(self, *args, **kwargs):
         raise NotImplementedError(
-            f'`{name}` is not usable through the query builder of this Document Index ({type(self)}). '
+            f'`{name}` is not usable through the query builder of this Document index ({type(self)}). '
             f'But you can call `{type(self)}.{name}()` directly.'
         )
 
@@ -58,7 +58,7 @@ def _inner(self, *args, **kwargs):
 def _raise_not_supported(name):
     def _inner(self, *args, **kwargs):
         raise NotImplementedError(
-            f'`{name}` is not usable through the query builder of this Document Index ({type(self)}). '
+            f'`{name}` is not usable through the query builder of this Document index ({type(self)}). '
         )
 
     return _inner
@@ -148,7 +148,7 @@ def python_type_to_db_type(self, python_type: Type) -> Any:
 
     @abstractmethod
     def _index(self, column_to_data: Dict[str, Generator[Any, None, None]]):
-        """Index a document into the store"""
+        """index a document into the store"""
         # `column_to_data` is a dictionary from column name to a generator
         # that yields the data for that column.
         # If you want to work directly on documents, you can implement index() instead
@@ -175,7 +175,7 @@ def _get_items(
         """Get Documents from the index, by `id`.
         If no document is found, a KeyError is raised.
 
-        :param doc_ids: ids to get from the Document Index
+        :param doc_ids: ids to get from the Document index
         :return: Sequence of Documents, sorted corresponding to the order of `doc_ids`. Duplicate `doc_ids` can be omitted in the output.
         """
         ...
@@ -187,8 +187,8 @@ def execute_query(self, query: Any, *args, **kwargs) -> Any:
 
         Can take two kinds of inputs:
         - A native query of the underlying database. This is meant as a passthrough so that you
-        can enjoy any functionality that is not available through the Document Index API.
-        - The output of this Document Index' `QueryBuilder.build()` method.
+        can enjoy any functionality that is not available through the Document index API.
+        - The output of this Document index' `QueryBuilder.build()` method.
 
         :param query: the query to execute
         :param args: positional arguments to pass to the query
@@ -309,7 +309,7 @@ def __getitem__(
         """Get one or multiple Documents into the index, by `id`.
         If no document is found, a KeyError is raised.
 
-        :param key: id or ids to get from the Document Index
+        :param key: id or ids to get from the Document index
         """
         # normalize input
         if isinstance(key, str):
@@ -340,7 +340,7 @@ def __delitem__(self, key: Union[str, Sequence[str]]):
         """Delete one or multiple Documents from the index, by `id`.
         If no document is found, a KeyError is raised.
 
-        :param key: id or ids to delete from the Document Index
+        :param key: id or ids to delete from the Document index
         """
         if isinstance(key, str):
             key = [key]
@@ -365,7 +365,7 @@ def configure(self, runtime_config=None, **kwargs):
             self._runtime_config = runtime_config
 
     def index(self, docs: Union[BaseDocument, Sequence[BaseDocument]], **kwargs):
-        """Index Documents into the index.
+        """index Documents into the index.
 
         :param docs: Documents to index
         """
diff --git a/docarray/doc_index/backends/hnswlib_doc_index.py b/docarray/doc_index/backends/hnswlib_doc_index.py
index d80e022e5f5..e467a81a2d8 100644
--- a/docarray/doc_index/backends/hnswlib_doc_index.py
+++ b/docarray/doc_index/backends/hnswlib_doc_index.py
@@ -158,7 +158,7 @@ def _index(self, column_data_dic, **kwargs):
         ...
 
     def index(self, docs: Union[BaseDocument, Sequence[BaseDocument]], **kwargs):
-        """Index a document into the store"""
+        """index a document into the store"""
         if kwargs:
             raise ValueError(f'{list(kwargs.keys())} are not valid keyword arguments')
         doc_seq = docs if isinstance(docs, Sequence) else [docs]
@@ -325,7 +325,7 @@ def _to_numpy(self, val: Any) -> Any:
 
     # HNSWLib helpers
     def _create_index_class(self, col: '_ColumnInfo') -> hnswlib.Index:
-        """Create an instance of hnswlib.Index without initializing it."""
+        """Create an instance of hnswlib.index without initializing it."""
         construct_params = dict(
             (k, col.config[k]) for k in self._index_construct_params
         )
diff --git a/docs/Makefile b/docs/Makefile
deleted file mode 100644
index c80b995a2d6..00000000000
--- a/docs/Makefile
+++ /dev/null
@@ -1,19 +0,0 @@
-# Minimal makefile for Sphinx documentation
-# Used only for local building
-
-# You can set these variables from the command line.
-SPHINXOPTS    =
-SPHINXBUILD   = sphinx-build
-SOURCEDIR     = .
-BUILDDIR      = _build
-
-# Put it first so that "make" without argument is like "make help".
-help:
-	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
-
-.PHONY: help Makefile
-
-# Catch-all target: route all unknown targets to Sphinx using the new
-# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
-%: Makefile
-	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
\ No newline at end of file
diff --git a/docs/_static/banner.png b/docs/_static/banner.png
deleted file mode 100644
index 324cd9c814a..00000000000
Binary files a/docs/_static/banner.png and /dev/null differ
diff --git a/docs/_static/main.css b/docs/_static/main.css
deleted file mode 100644
index 18230b403cf..00000000000
--- a/docs/_static/main.css
+++ /dev/null
@@ -1,175 +0,0 @@
-html.loaded-in-iframe #announcement,
-html.loaded-in-iframe #sidebar-drawer,
-html.loaded-in-iframe footer,
-html.loaded-in-iframe #toc-drawer {
-  display: none!important;
-}
-
-html.loaded-in-iframe .page .main {
-    justify-content: center;
-}
-
-.sidebar-logo {
-    max-width: 50%;
-}
-
-
-table.docutils {
-    border: thin;
-}
-
-table.docutils td, table.docutils th {
-    padding: 1rem 1rem;
-}
-
-.highlight {
-    background: #f5f5f5;
-}
-
-h1, h2, h3 {
-    margin-top: 3rem;
-}
-
-.highlight-console .highlight {
-    background: #00232b !important;
-    color: whitesmoke;
-}
-
-.highlight-text .highlight {
-    background: #00232b !important;
-    color: whitesmoke;
-}
-
-.highlight-json .highlight {
-    background: #00232b !important;
-    color: whitesmoke;
-}
-
-.highlight-shell .highlight {
-    background: #00232b !important;
-    color: whitesmoke;
-}
-
-.highlight-bash .highlight {
-    background: #00232b !important;
-    color: whitesmoke;
-}
-
-.tab-set > input:checked + label {
-    border-color: var(--tabs--label-text--active);
-}
-
-.tab-set > input:checked + label:hover {
-    border-color: var(--tabs--label-text--active);
-}
-
-
-table code {
-    background: var(--color-inline-code-background);
-    border: 1px solid var(--color-background-border);
-    border-radius: .2em;
-    font-size: var(--font-size--small--2);
-    padding: .1em .2em;
-}
-
-.related-information {
-    justify-content: space-between;
-}
-
-.social-btn {
-    margin: 0 .3em;
-}
-
-.social-btn:hover {
-    opacity: .5;
-}
-
-.social-btns {
-    display: inline-block;
-}
-
-.announcement {
-    background-color: var(--color-brand-primary);
-    color: var(--color-background-primary) !important;
-}
-
-.announcement a {
-    color: inherit;
-    text-decoration: none;
-}
-
-.announcement a:hover {
-    color: inherit;
-    text-decoration: underline;
-}
-
-.sidebar-ecosys-logo {
-    width: 1.2em;
-    margin-right: .5em;
-    vertical-align: middle
-}
-
-
-body[data-theme="dark"] .only-dark-line {
-    display: inline-block !important;
-}
-
-body[data-theme="dark"] .only-light-line {
-    display: none !important;
-}
-
-body[data-theme="light"] .only-light-line {
-    display: inline-block !important;
-}
-
-body[data-theme="light"] .only-dark-line {
-    display: none !important;
-}
-
-body[data-theme="auto"] .only-light-line {
-    display: inline-block !important;
-}
-
-body[data-theme="auto"] .only-dark-line {
-    display: none !important;
-}
-
-.color-gradient-card {
-    background: linear-gradient(270deg, #22c1c3, #fdbb2d);
-    background-size: 200% 200%;
-
-    -webkit-animation: AnimationName 30s ease infinite;
-    -moz-animation: AnimationName 30s ease infinite;
-    animation: AnimationName 30s ease infinite;
-}
-
-@-webkit-keyframes AnimationName {
-    0%{background-position:0% 50%}
-    50%{background-position:100% 50%}
-    100%{background-position:0% 50%}
-}
-@-moz-keyframes AnimationName {
-    0%{background-position:0% 50%}
-    50%{background-position:100% 50%}
-    100%{background-position:0% 50%}
-}
-@keyframes AnimationName {
-    0%{background-position:0% 50%}
-    50%{background-position:100% 50%}
-    100%{background-position:0% 50%}
-}
-
-.version-select {
-    font-size: .7em;
-    border-radius: 5px;
-    cursor: pointer;
-    background-color: #fff;
-    background-image: linear-gradient(to top, #f9f9f9, #fff 33%);
-    border-color: var(--color-background-border);
-    height: 1.8em;
-    line-height: 1.8em;
-    outline: none;
-    text-align: center;
-    max-width: 7em;
-    color: var(--color-foreground-muted);
-}
\ No newline at end of file
diff --git a/docs/_static/mov_bbb.mp4 b/docs/_static/mov_bbb.mp4
deleted file mode 100644
index 0a4dd5b4017..00000000000
Binary files a/docs/_static/mov_bbb.mp4 and /dev/null differ
diff --git a/docs/_templates/page.html b/docs/_templates/page.html
deleted file mode 100644
index ce2f35e208a..00000000000
--- a/docs/_templates/page.html
+++ /dev/null
@@ -1,243 +0,0 @@
-{% extends "base.html" %}
-
-{% block body -%}
-{{ super() }}
-{% include "partials/icons.html" %}
-
-<input type="checkbox" class="sidebar-toggle" name="__navigation" id="__navigation">
-<input type="checkbox" class="sidebar-toggle" name="__toc" id="__toc">
-<label class="overlay sidebar-overlay" for="__navigation">
-    <div class="visually-hidden">Hide navigation sidebar</div>
-</label>
-<label class="overlay toc-overlay" for="__toc">
-    <div class="visually-hidden">Hide table of contents sidebar</div>
-</label>
-
-{% if theme_announcement -%}
-<div class="announcement">
-    <aside class="announcement-content">
-        {% block announcement %} {{ theme_announcement }} {% endblock announcement %}
-    </aside>
-</div>
-{%- endif %}
-
-<div class="page">
-    <header class="mobile-header">
-        <div class="header-left">
-            <label class="nav-overlay-icon" for="__navigation">
-                <div class="visually-hidden">Toggle site navigation sidebar</div>
-                <i class="icon">
-                    <svg>
-                        <use href="#svg-menu"></use>
-                    </svg>
-                </i>
-            </label>
-        </div>
-        <div class="header-center">
-            <a href="{{ pathto(master_doc) }}">
-                <div class="brand">{{ docstitle if docstitle else project }}</div>
-            </a>
-        </div>
-        <div class="header-right">
-            <div class="theme-toggle-container theme-toggle-header">
-                <button class="theme-toggle">
-                    <div class="visually-hidden">Toggle Light / Dark / Auto color theme</div>
-                    <svg class="theme-icon-when-auto">
-                        <use href="#svg-sun-half"></use>
-                    </svg>
-                    <svg class="theme-icon-when-dark">
-                        <use href="#svg-moon"></use>
-                    </svg>
-                    <svg class="theme-icon-when-light">
-                        <use href="#svg-sun"></use>
-                    </svg>
-                </button>
-            </div>
-            <label class="toc-overlay-icon toc-header-icon{% if furo_hide_toc %} no-toc{% endif %}" for="__toc">
-                <div class="visually-hidden">Toggle table of contents sidebar</div>
-                <i class="icon">
-                    <svg>
-                        <use href="#svg-toc"></use>
-                    </svg>
-                </i>
-            </label>
-        </div>
-    </header>
-    <aside class="sidebar-drawer">
-        <div class="sidebar-container">
-            {% block left_sidebar %}
-            <div class="sidebar-sticky">
-                {%- for sidebar_section in sidebars %}
-                {%- include sidebar_section %}
-                {%- endfor %}
-            </div>
-            {% endblock left_sidebar %}
-        </div>
-    </aside>
-    <div class="main">
-        <div class="content">
-            <div class="article-container">
-                <a href="#" class="back-to-top muted-link">
-                    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24">
-                        <path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8v12z"></path>
-                    </svg>
-                    <span>{% trans %}Back to top{% endtrans %}</span>
-                </a>
-                <div class="content-icon-container">
-                    {#- Edit this page, on GitHub -#}
-                    {%- if READTHEDOCS and conf_py_path and page_source_suffix and github_user != "None" and github_repo
-                    != "None" and github_version %}
-                    <div class="edit-this-page">
-                        <a class="muted-link"
-                           href="https://github.com/{{ github_user }}/{{ github_repo }}/edit/{{ github_version }}{{ conf_py_path }}{{ pagename }}{{ page_source_suffix }}"
-                           title="{{ _(" Edit this page") }}">
-                        <svg aria-hidden="true" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" fill="none"
-                             stroke-linecap="round" stroke-linejoin="round">
-                            <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
-                            <path d="M4 20h4l10.5 -10.5a1.5 1.5 0 0 0 -4 -4l-10.5 10.5v4"/>
-                            <line x1="13.5" y1="6.5" x2="17.5" y2="10.5"/>
-                        </svg>
-                        <span class="visually-hidden">{{ _("Edit this page") }}</span>
-                        </a>
-                    </div>
-                    {% endif %}
-                    {#- Theme toggle -#}
-                    <div class="theme-toggle-container theme-toggle-content">
-                        <button class="theme-toggle">
-                            <div class="visually-hidden">Toggle Light / Dark / Auto color theme</div>
-                            <svg class="theme-icon-when-auto">
-                                <use href="#svg-sun-half"></use>
-                            </svg>
-                            <svg class="theme-icon-when-dark">
-                                <use href="#svg-moon"></use>
-                            </svg>
-                            <svg class="theme-icon-when-light">
-                                <use href="#svg-sun"></use>
-                            </svg>
-                        </button>
-                    </div>
-                    <label class="toc-overlay-icon toc-content-icon{% if furo_hide_toc %} no-toc{% endif %}"
-                           for="__toc">
-                        <div class="visually-hidden">Toggle table of contents sidebar</div>
-                        <i class="icon">
-                            <svg>
-                                <use href="#svg-toc"></use>
-                            </svg>
-                        </i>
-                    </label>
-                </div>
-                <article role="main">
-                    {% block content %}{{ body }}{% endblock %}
-                </article>
-            </div>
-            <footer>
-                {% block footer %}
-                <div class="related-pages">
-                    {% if next -%}
-                    <a class="next-page" href="{{ next.link }}">
-                        <div class="page-info">
-                            <div class="context">
-                                <span>{{ _("Next") }}</span>
-                            </div>
-                            <div class="title">{{ next.title }}</div>
-                        </div>
-                        <svg class="furo-related-icon">
-                            <use href="#svg-arrow-right"></use>
-                        </svg>
-                    </a>
-                    {%- endif %}
-                    {% if prev -%}
-                    <a class="prev-page" href="{{ prev.link }}">
-                        <svg class="furo-related-icon">
-                            <use href="#svg-arrow-right"></use>
-                        </svg>
-                        <div class="page-info">
-                            <div class="context">
-                                <span>{{ _("Previous") }}</span>
-                            </div>
-                            {% if prev.link == pathto(master_doc) %}
-                            <div class="title">{{ _("Home") }}</div>
-                            {% else %}
-                            <div class="title">{{ prev.title }}</div>
-                            {% endif %}
-                        </div>
-                    </a>
-                    {%- endif %}
-                </div>
-                <div class="bottom-of-page">
-                    <div class="left-details">
-                        {%- if show_copyright %}
-                        <div class="copyright">
-                            {%- if hasdoc('copyright') %}
-                            {% trans path=pathto('copyright'), copyright=copyright|e -%}
-                            <a href="{{ path }}">Copyright</a> &#169; {{ copyright }}
-                            {%- endtrans %}
-                            {%- else %}
-                            {% trans copyright=copyright|e -%}
-                            Copyright &#169; {{ copyright }}
-                            {%- endtrans %}
-                            {%- endif %}
-                        </div>
-                        {%- endif %}
-                        {%- if last_updated -%}
-                        <div class="last-updated">
-                            {% trans last_updated=last_updated|e -%}
-                            Last updated on {{ last_updated }}
-                            {%- endtrans -%}
-                        </div>
-                        {%- endif %}
-                    </div>
-                    <div class="right-details">
-                        <div class="social-btns">
-                            <a class='social-btn' href="https://github.com/jina-ai/docarray/" aria-label="GitHub"
-                               target="_blank" rel="noreferrer"> <i class="fab fa-github"></i></a>
-                            <a class='social-btn' href="https://slack.jina.ai" aria-label="Slack" target="_blank"
-                               rel="noreferrer"> <i class="fab fa-slack"></i></a>
-                            <a class='social-btn' href="https://youtube.com/c/jina-ai" aria-label="YouTube"
-                               target="_blank" rel="noreferrer"> <i class="fab fa-youtube"></i></a>
-                            <a class='social-btn' href="https://twitter.com/JinaAI_" aria-label="Twitter"
-                               target="_blank" rel="noreferrer"> <i class="fab fa-twitter"></i></a>
-                            <a class='social-btn' href="https://www.linkedin.com/company/jinaai/" aria-label="LinkedIn"
-                               target="_blank" rel="noreferrer"> <i class="fab fa-linkedin"></i></a>
-                        </div>
-                    </div>
-                </div>
-                {% endblock footer %}
-            </footer>
-        </div>
-        <aside class="toc-drawer{% if furo_hide_toc %} no-toc{% endif %}">
-            {% block right_sidebar %}
-            {% if not furo_hide_toc %}
-            <div class="toc-sticky toc-scroll">
-                <div class="toc-title-container">
-          <span class="toc-title">
-            {{ _("Contents") }}
-          </span>
-                </div>
-                <div class="toc-tree-container">
-                    <div class="toc-tree">
-                        {{ toc }}
-                    </div>
-                </div>
-            </div>
-            {% endif %}
-            {% endblock right_sidebar %}
-        </aside>
-    </div>
-    <qa-bot
-            title="DocArray Bot"
-            description="The data structure for unstructured data"
-    >
-        <template>
-            <dl>
-                <dt>You can ask questions about our docs. Try:</dt>
-                <dd>What is a DocumentArray?</dd>
-                <dd>How to use docarray with Jina?</dd>
-                <dd>How to find nearest neighbour of Documents?</dd>
-            </dl>
-        </template>
-    </qa-bot>
-</div>
-<img referrerpolicy="no-referrer-when-downgrade"
-     src="https://static.scarf.sh/a.png?x-pxid=2823e771-0e1e-4320-8fde-48bc48e53262"/>
-{%- endblock %}
\ No newline at end of file
diff --git a/docs/_templates/sidebar/brand.html b/docs/_templates/sidebar/brand.html
deleted file mode 100644
index 4e9d09f841a..00000000000
--- a/docs/_templates/sidebar/brand.html
+++ /dev/null
@@ -1,48 +0,0 @@
-<a class="sidebar-brand{% if logo %} centered{% endif %}" href="{{ pathto(master_doc) }}">
-  {% block brand_content %}
-  {%- if logo_url %}
-  <div class="sidebar-logo-container">
-    <img class="sidebar-logo" src="{{ logo_url }}" alt="Logo" />
-  </div>
-  {%- endif %}
-  {%- if theme_light_logo and theme_dark_logo %}
-  <div class="sidebar-logo-container">
-    <img class="sidebar-logo only-light" src="{{ pathto('_static/' + theme_light_logo, 1) }}" alt="Light Logo" />
-    <img class="sidebar-logo only-dark" src="{{ pathto('_static/' + theme_dark_logo, 1) }}" alt="Dark Logo" />
-  </div>
-  {%- endif %}
-  {% if not theme_sidebar_hide_name %}
-  <span class="sidebar-brand-text">{{ docstitle if docstitle else project }}</span>
-  {%- endif %}
-  {% endblock brand_content %}
-</a>
-<script>
-  function setPrefix(prefix){
-    window.location.href = prefix
-  }
-</script>
-<script defer>
-  fetch(`https://${window.location.host}/_versions.json`)
-  .then((resp) => resp.json())
-  .then((data) => {
-    var versionSelector = document.getElementsByClassName("version-select")[0];
-    var currentPrefix = window.location.href.toString().split(window.location.host)[1].split('/')[1];
-
-    for(var i = 0; i < data.length; i++){
-      var option = document.createElement("option");
-      option.innerHTML = data[i].version;
-      option.value = "/" + data[i].version;
-      versionSelector.appendChild(option);
-      if(currentPrefix === data[i].version){
-        versionSelector.selectedIndex = i + 1;
-      }
-    }
-  })
-  .catch((err) => console.log(err));
-</script>
-<div class="sd-d-flex-row sd-align-major-spaced">
-  <a class="github-button" href="https://github.com/jina-ai/docarray" data-icon="octicon-star" data-show-count="true" aria-label="Star jina-ai/jina on GitHub" style="opacity: 0;">Star</a>
-  <select onChange="setPrefix(this.value)" class="version-select">
-    <option value="/">latest</option>
-  </select>
-</div>
\ No newline at end of file
diff --git a/docs/_versions.json b/docs/_versions.json
deleted file mode 100644
index 434bcb09b09..00000000000
--- a/docs/_versions.json
+++ /dev/null
@@ -1 +0,0 @@
-[{"version": "v0.20.0"}]
\ No newline at end of file
diff --git a/docs/api_public.rst b/docs/api_public.rst
deleted file mode 100644
index f319f9ec344..00000000000
--- a/docs/api_public.rst
+++ /dev/null
@@ -1,64 +0,0 @@
-======================
-:fab:`python` Python API
-======================
-
-This section includes the API documentation from the `docarray` codebase, as extracted from the `docstrings <https://peps.python.org/pep-0257/>`_ in the code.
-
-
-:mod:`docarray` - Document
---------------------
-
-.. currentmodule:: docarray
-
-.. autosummary::
-   :nosignatures:
-   :template: class.rst
-
-    BaseDocument
-    document.AnyDocument
-
-:mod:`docarray` - DocumentArray
---------------------
-
-.. currentmodule:: docarray
-
-.. autosummary::
-   :nosignatures:
-   :template: class.rst
-
-   array.DocumentArray
-
-:mod:`docarray` - Predefined Document
---------------------
-
-.. currentmodule:: docarray
-
-.. autosummary::
-   :nosignatures:
-   :template: class.rst
-
-   predefined_document.Image
-   predefined_document.Text
-
-:mod:`docarray` - Typing
---------------------
-
-.. currentmodule:: docarray
-
-.. autosummary::
-   :nosignatures:
-   :template: class.rst
-
-    typing.TorchTensor
-    typing.NdArray
-    typing.ImageUrl
-    typing.TextUrl
-    typing.AnyUrl
-    typing.ID
-    typing.Embedding
-    typing.Tensor
-    typing.tensor.Ndarray
-    typing.tensor.TorchTensor
-
-
-
diff --git a/docs/api_references/array/da.md b/docs/api_references/array/da.md
new file mode 100644
index 00000000000..b8b562c2a2b
--- /dev/null
+++ b/docs/api_references/array/da.md
@@ -0,0 +1,3 @@
+# DocumentArray
+
+::: docarray.array.array.array.DocumentArray
diff --git a/docs/api_references/array/da_stack.md b/docs/api_references/array/da_stack.md
new file mode 100644
index 00000000000..95693cd5bde
--- /dev/null
+++ b/docs/api_references/array/da_stack.md
@@ -0,0 +1,3 @@
+# DocumentArrayStacked
+
+::: docarray.array.array.array.DocumentArrayStacked
diff --git a/docs/api_references/base_document/base_document.md b/docs/api_references/base_document/base_document.md
new file mode 100644
index 00000000000..cdb6b53e6f0
--- /dev/null
+++ b/docs/api_references/base_document/base_document.md
@@ -0,0 +1,3 @@
+# BaseDocument
+
+::: docarray.base_document.document.BaseDocument
diff --git a/docs/api_references/data/data.md b/docs/api_references/data/data.md
new file mode 100644
index 00000000000..dfdac006dbc
--- /dev/null
+++ b/docs/api_references/data/data.md
@@ -0,0 +1,3 @@
+# TorchDataset
+
+::: docarray.data.torch_dataset.MultiModalDataset
diff --git a/docs/api_references/documents/documents.md b/docs/api_references/documents/documents.md
new file mode 100644
index 00000000000..6345ef3e4d6
--- /dev/null
+++ b/docs/api_references/documents/documents.md
@@ -0,0 +1,3 @@
+# Documents
+
+::: docarray.documents
diff --git a/docs/api_references/typing/typing.md b/docs/api_references/typing/typing.md
new file mode 100644
index 00000000000..fa29d35750c
--- /dev/null
+++ b/docs/api_references/typing/typing.md
@@ -0,0 +1,4 @@
+# Typing
+
+::: docarray.typing
+
diff --git a/docs/_static/docarray-dark.svg b/docs/assets/docarray-dark.svg
similarity index 100%
rename from docs/_static/docarray-dark.svg
rename to docs/assets/docarray-dark.svg
diff --git a/docs/_static/docarray-light.svg b/docs/assets/docarray-light.svg
similarity index 100%
rename from docs/_static/docarray-light.svg
rename to docs/assets/docarray-light.svg
diff --git a/docs/_static/favicon.png b/docs/assets/favicon.png
similarity index 100%
rename from docs/_static/favicon.png
rename to docs/assets/favicon.png
diff --git a/docs/_static/logo-dark.svg b/docs/assets/logo-dark.svg
similarity index 100%
rename from docs/_static/logo-dark.svg
rename to docs/assets/logo-dark.svg
diff --git a/docs/_static/logo-light.svg b/docs/assets/logo-light.svg
similarity index 100%
rename from docs/_static/logo-light.svg
rename to docs/assets/logo-light.svg
diff --git a/docs/conf.py b/docs/conf.py
deleted file mode 100644
index d9f4e2418e5..00000000000
--- a/docs/conf.py
+++ /dev/null
@@ -1,310 +0,0 @@
-import os
-import re
-import sys
-from os import path
-from typing import Tuple, Any, Iterator
-
-sys.path.insert(0, path.abspath('..'))
-
-project = 'DocArray'
-slug = re.sub(r'\W+', '-', project.lower())
-author = 'Jina AI'
-copyright = 'DocArray is a trademark of LF Projects, LLC.'
-source_suffix = ['.rst', '.md']
-master_doc = 'index'
-language = 'en'
-repo_dir = '../'
-autodoc_default_options = {"members": True, "inherited-members": True}
-
-try:
-    if 'DOCARRAY_VERSION' not in os.environ:
-        pkg_name = 'docarray'
-        libinfo_py = path.join(repo_dir, pkg_name, '__init__.py')
-        libinfo_content = open(libinfo_py, 'r').readlines()
-        version_line = [
-            l.strip() for l in libinfo_content if l.startswith('__version__')
-        ][0]
-        exec(version_line)
-    else:
-        __version__ = os.environ['DOCARRAY_VERSION']
-except FileNotFoundError:
-    __version__ = '0.0.0'
-
-version = __version__
-release = __version__
-
-templates_path = ['_templates']
-exclude_patterns = [
-    '_build',
-    'Thumbs.db',
-    '.DS_Store',
-    'tests',
-    'page_templates',
-    '.github',
-]
-pygments_style = 'rainbow_dash'
-html_theme = 'furo'
-
-base_url = '/'
-html_baseurl = 'https://docarray.jina.ai'
-sitemap_url_scheme = '{link}'
-sitemap_locales = [None]
-sitemap_filename = "sitemap.xml"
-
-html_theme_options = {
-    'light_logo': 'logo-light.svg',
-    'dark_logo': 'logo-dark.svg',
-    "sidebar_hide_name": True,
-    "light_css_variables": {
-        "color-brand-primary": "#009191",
-        "color-brand-content": "#009191",
-    },
-    "dark_css_variables": {
-        "color-brand-primary": "#FBCB67",
-        "color-brand-content": "#FBCB67",
-    },
-    # PLEASE DO NOT DELETE the empty line between `start-announce` and `end-announce`
-    # PLEASE DO NOT DELETE `start-announce`/ `end-announce` it is used for our dev bot to inject announcement from GH
-    # start-announce
-    # end-announce
-}
-
-html_static_path = ['_static']
-html_extra_path = ['html_extra']
-html_css_files = [
-    'main.css',
-    'https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta2/css/all.min.css',
-]
-html_js_files = [
-    'https://cdn.jsdelivr.net/npm/vue@2/dist/vue.min.js',
-    'https://cdn.jsdelivr.net/npm/qabot@0.4',
-]
-htmlhelp_basename = slug
-html_show_sourcelink = False
-html_favicon = '_static/favicon.png'
-
-latex_documents = [(master_doc, f'{slug}.tex', project, author, 'manual')]
-man_pages = [(master_doc, slug, project, [author], 1)]
-texinfo_documents = [
-    (master_doc, slug, project, author, slug, project, 'Miscellaneous')
-]
-epub_title = project
-epub_exclude_files = ['search.html']
-
-# -- Extension configuration -------------------------------------------------
-
-extensions = [
-    'sphinx.ext.autodoc',
-    'sphinx.ext.autosummary',
-    'sphinx_autodoc_typehints',
-    'sphinx.ext.viewcode',
-    'sphinx.ext.coverage',
-    'sphinxcontrib.apidoc',
-    'sphinxarg.ext',
-    'sphinx_copybutton',
-    'sphinx_sitemap',
-    'sphinx.ext.intersphinx',
-    'sphinxext.opengraph',
-    'notfound.extension',
-    'myst_parser',
-    'sphinx_design',
-    'sphinx_inline_tabs',
-]
-
-myst_enable_extensions = ['colon_fence', 'substitution']
-
-# -- Custom 404 page
-
-# sphinx-notfound-page
-# https://github.com/readthedocs/sphinx-notfound-page
-notfound_context = {
-    'title': 'Page Not Found',
-    'body': '''
-<h1>Page Not Found</h1>
-<p>Oops, we couldn't find that page. </p>
-<p>You can try "asking our docs" on the right corner of the page to find answer.</p>
-<p>Otherwise, <a href="https://github.com/jina-ai/docarray/">please create a Github issue</a> and one of our team will respond.</p>
-
-''',
-}
-notfound_no_urls_prefix = True
-
-apidoc_module_dir = repo_dir
-apidoc_output_dir = 'api'
-apidoc_excluded_paths = ['tests', 'legacy', 'hub', 'toy*', 'setup.py']
-apidoc_separate_modules = True
-apidoc_extra_args = ['-t', 'template/']
-autodoc_member_order = 'bysource'
-autodoc_mock_imports = ['argparse', 'numpy', 'np', 'tensorflow', 'scipy']
-autoclass_content = 'both'
-set_type_checking_flag = False
-html_last_updated_fmt = ''
-nitpicky = True
-nitpick_ignore = [('py:class', 'type')]
-linkcheck_ignore = [
-    # Avoid link check on local uri
-    'http://0.0.0.0:*',
-    'pods/encode.yml',
-    'https://github.com/jina-ai/docarray/commit/*',
-    '.github/*',
-    'extra-requirements.txt',
-    'fastentrypoints.py' '../../101',
-    '../../102',
-    'http://www.twinsun.com/tz/tz-link.htm',  # Broken link from pytz library
-    'https://urllib3.readthedocs.io/en/latest/contrib.html#google-app-engine',  # Broken link from urllib3 library
-    'https://linuxize.com/post/how-to-add-swap-space-on-ubuntu-20-04/',
-    # This link works but gets 403 error on linkcheck
-]
-linkcheck_timeout = 20
-linkcheck_retries = 2
-linkcheck_anchors = False
-
-ogp_site_url = 'https://docarray.jina.ai/'
-ogp_image = 'https://docarray.jina.ai/_static/banner.png'
-ogp_use_first_image = True
-ogp_description_length = 300
-ogp_type = 'website'
-ogp_site_name = (
-    f'DocArray {os.environ.get("SPHINX_MULTIVERSION_VERSION", version)} Documentation'
-)
-
-ogp_custom_meta_tags = [
-    '<meta name="twitter:card" content="summary_large_image">',
-    '<meta name="twitter:site" content="@JinaAI_">',
-    '<meta name="twitter:creator" content="@JinaAI_">',
-    '<meta name="description" content="DocArray is a library for nested, unstructured data such as text, image, audio, video, 3D mesh.">',
-    '<meta property="og:description" content="DocArray is a library for nested, unstructured data such as text, image, audio, video, 3D mesh. It allows deep learning engineers to easily preprocess, embed, search, recommend and transfer the data.">',
-    '''
-    <!-- Global site tag (gtag.js) - Google Analytics -->
-<script async src="https://www.googletagmanager.com/gtag/js?id=G-48WE9V68SD"></script>
-<script>
-  window.dataLayer = window.dataLayer || [];
-  function gtag(){dataLayer.push(arguments);}
-  gtag('js', new Date());
-
-  gtag('config', 'G-48WE9V68SD');
-</script>
-
-<script async defer src="https://buttons.github.io/buttons.js"></script>
-    ''',
-]
-
-
-def add_server_address(app):
-    # This makes variable `server_address` available to docbot.js
-    server_address = app.config['server_address']
-    js_text = "var server_address = '%s';" % server_address
-    app.add_js_file(None, body=js_text)
-
-
-def configure_qa_bot_ui(app):
-    # This sets the server address to <qa-bot>
-    server_address = app.config['server_address']
-    js_text = (
-        """
-        document.addEventListener('DOMContentLoaded', function() { 
-            document.querySelector('qa-bot').setAttribute('server', '%s');
-        });
-        """
-        % server_address
-    )
-    app.add_js_file(None, body=js_text)
-
-
-def setup(app):
-    from sphinx.domains.python import PyField
-    from sphinx.util.docfields import Field
-    from sphinx.locale import _
-
-    app.add_object_type(
-        'confval',
-        'confval',
-        objname='configuration value',
-        indextemplate='pair: %s; configuration value',
-        doc_field_types=[
-            PyField(
-                'type',
-                label=_('Type'),
-                has_arg=False,
-                names=('type',),
-                bodyrolename='class',
-            ),
-            Field(
-                'default',
-                label=_('Default'),
-                has_arg=False,
-                names=('default',),
-            ),
-        ],
-    )
-    app.add_config_value(
-        name='server_address',
-        default=os.getenv(
-            'JINA_DOCSBOT_SERVER', 'https://jina-ai-docarray.docsqa.jina.ai'
-        ),
-        rebuild='',
-    )
-    app.connect('builder-inited', configure_qa_bot_ui)
-
-
-from sphinx.ext.autodoc.mock import _make_subclass
-
-
-# This is a very ugly ugly hack but otherwise autodoc is failing with our meta class
-# for TorchTensor
-class _MockObjectTorchMeta:
-
-    """Used by autodoc_mock_imports."""
-
-    __display_name__ = '_MockObject'
-    __name__ = ''
-    __sphinx_mock__ = True
-    __sphinx_decorator_args__: Tuple[Any, ...] = ()
-
-    def __new__(cls, *args: Any, **kwargs: Any) -> Any:
-        if len(args) == 3 and isinstance(args[1], tuple):
-            superclass = args[1][-1].__class__
-            if superclass is cls:
-                # subclassing MockObject
-                return _make_subclass(
-                    args[0],
-                    superclass.__display_name__,
-                    superclass=superclass,
-                    attributes=args[2],
-                )
-        try:
-            return super().__new__(cls)
-        except TypeError:
-            return super().__new__(cls, name='torch', bases=(), namespace={})
-
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        self.__qualname__ = self.__name__
-
-    def __len__(self) -> int:
-        return 0
-
-    def __contains__(self, key: str) -> bool:
-        return False
-
-    def __iter__(self) -> Iterator:
-        return iter([])
-
-    def __mro_entries__(self, bases: Tuple) -> Tuple:
-        return (self.__class__,)
-
-    def __getitem__(self, key: Any) -> "_MockObject":
-        return _make_subclass(str(key), self.__display_name__, self.__class__)()
-
-    def __getattr__(self, key: str) -> "_MockObject":
-        return _make_subclass(key, self.__display_name__, self.__class__)()
-
-    def __call__(self, *args: Any, **kwargs: Any) -> Any:
-        call = self.__class__()
-        call.__sphinx_decorator_args__ = args
-        return call
-
-    def __repr__(self) -> str:
-        return self.__display_name__
-
-
-sys.modules['torch'] = _MockObjectTorchMeta()
diff --git a/docs/html_extra/robots.txt b/docs/html_extra/robots.txt
deleted file mode 100644
index ee2614282e3..00000000000
--- a/docs/html_extra/robots.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-User-agent: *
-sitemap: https://docarray.jina.ai/sitemap.xml
\ No newline at end of file
diff --git a/docs/index_init.md b/docs/index_init.md
deleted file mode 100644
index 3a95ad802cf..00000000000
--- a/docs/index_init.md
+++ /dev/null
@@ -1,17 +0,0 @@
-
-```{toctree}
-:caption: Developer References
-:hidden:
-:maxdepth: 1
-
-api_public
-api/docarray
-tutorials/mutlimodal_training_and_serving.md
-tutroials/add_doc_index.md
-CONTRIBUTING.md
-```
-
-
----
-{ref}`genindex` | {ref}`modindex`
-
diff --git a/docs/makedoc.sh b/docs/makedoc.sh
deleted file mode 100755
index 4f151b4e6e0..00000000000
--- a/docs/makedoc.sh
+++ /dev/null
@@ -1,17 +0,0 @@
-#!/usr/bin/env bash
-
-set -ex
-
-rm -rf api && make clean
-
-docker run --rm \
-  -v $(pwd)/proto:/out \
-  -v $(pwd)/../docarray/proto:/protos \
-  pseudomuto/protoc-gen-doc --doc_opt=markdown,docs.md
-
-cp ../README.md .
-cp ../CONTRIBUTING.md .
-
-
-cat README.md index_init.md > index.md
-make dirhtml
diff --git a/docs/makedocs.sh b/docs/makedocs.sh
new file mode 100755
index 00000000000..30a73a208dc
--- /dev/null
+++ b/docs/makedocs.sh
@@ -0,0 +1,7 @@
+#!/usr/bin/env bash
+
+cp ../README.md .
+cp ../CONTRIBUTING.md .
+
+cd ..
+poetry run mkdocs build
\ No newline at end of file
diff --git a/docs/requirements.txt b/docs/requirements.txt
deleted file mode 100644
index 7c433783eef..00000000000
--- a/docs/requirements.txt
+++ /dev/null
@@ -1,16 +0,0 @@
-# cf. https://github.com/ryanfox/sphinx-markdown-tables/issues/36
-sphinx
-sphinx-argparse==0.3.1
-sphinxcontrib-apidoc==0.3.0
-sphinx-autodoc-typehints==1.18.3
-sphinx_copybutton
-sphinx-notfound-page==0.7.1
-gitpython==3.1.13
-sphinx-sitemap
-sphinxext-opengraph
-furo
-myst-parser
-sphinx-design
-sphinx-inline-tabs
-# sphinx-multiversion
-git+https://github.com/Holzhaus/sphinx-multiversion.git
diff --git a/mkdocs.yml b/mkdocs.yml
new file mode 100644
index 00000000000..7ab61cfbe22
--- /dev/null
+++ b/mkdocs.yml
@@ -0,0 +1,51 @@
+site_name: "DocArray"
+theme:
+#  logo: assets/favicon.png
+  name: material
+  features:
+#    - navigation.sections
+    - navigation.indexes
+  palette:
+    # Palette toggle for light mode
+    - scheme: default
+      primary: teal
+      toggle:
+        icon: material/brightness-7
+
+
+        name: Switch to dark mode
+
+    # Palette toggle for dark mode
+    - scheme: slate
+      primary: teal
+      toggle:
+        icon: material/brightness-4
+        name: Switch to light mode
+    #primary: teal
+markdown_extensions:
+  - pymdownx.highlight:
+      anchor_linenums: true
+      line_spans: __span
+      pygments_lang_class: true
+  - pymdownx.inlinehilite
+  - pymdownx.snippets
+  - pymdownx.details
+  - pymdownx.superfences
+  - pymdownx.tabbed:
+      alternate_style: true
+  - pymdownx.emoji:
+      emoji_index: !!python/name:materialx.emoji.twemoji
+      emoji_generator: !!python/name:materialx.emoji.to_svg
+  - admonition
+  - attr_list
+  - md_in_html
+
+
+plugins:
+  - search
+  - mkdocstrings:
+      handlers:
+        python:
+          options:
+            docstring_style: sphinx
+            inherited_members: true
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
index 8b8d2526924..d1889e68e3c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,3 +1,5 @@
+# This file is automatically @generated by Poetry and should not be changed by hand.
+
 [[package]]
 name = "anyio"
 version = "3.6.2"
@@ -5,6 +7,10 @@ description = "High level compatibility layer for multiple asynchronous event lo
 category = "main"
 optional = false
 python-versions = ">=3.6.2"
+files = [
+    {file = "anyio-3.6.2-py3-none-any.whl", hash = "sha256:fbbe32bd270d2a2ef3ed1c5d45041250284e31fc0a4df4a5a6071842051a51e3"},
+    {file = "anyio-3.6.2.tar.gz", hash = "sha256:25ea0d673ae30af41a0c442f81cf3b38c7e79fdc7b60335a4c14e05eb0947421"},
+]
 
 [package.dependencies]
 idna = ">=2.8"
@@ -23,6 +29,10 @@ description = "Disable App Nap on macOS >= 10.9"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "appnope-0.1.3-py2.py3-none-any.whl", hash = "sha256:265a455292d0bd8a72453494fa24df5a11eb18373a60c7c0430889f22548605e"},
+    {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"},
+]
 
 [[package]]
 name = "argon2-cffi"
@@ -31,6 +41,10 @@ description = "The secure Argon2 password hashing algorithm."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "argon2-cffi-21.3.0.tar.gz", hash = "sha256:d384164d944190a7dd7ef22c6aa3ff197da12962bd04b17f64d4e93d934dba5b"},
+    {file = "argon2_cffi-21.3.0-py3-none-any.whl", hash = "sha256:8c976986f2c5c0e5000919e6de187906cfd81fb1c72bf9d88c01177e77da7f80"},
+]
 
 [package.dependencies]
 argon2-cffi-bindings = "*"
@@ -48,6 +62,29 @@ description = "Low-level CFFI bindings for Argon2"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9524464572e12979364b7d600abf96181d3541da11e23ddf565a32e70bd4dc0d"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b746dba803a79238e925d9046a63aa26bf86ab2a2fe74ce6b009a1c3f5c8f2ae"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:58ed19212051f49a523abb1dbe954337dc82d947fb6e5a0da60f7c8471a8476c"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:bd46088725ef7f58b5a1ef7ca06647ebaf0eb4baff7d1d0d177c6cc8744abd86"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-musllinux_1_1_i686.whl", hash = "sha256:8cd69c07dd875537a824deec19f978e0f2078fdda07fd5c42ac29668dda5f40f"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:f1152ac548bd5b8bcecfb0b0371f082037e47128653df2e8ba6e914d384f3c3e"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-win32.whl", hash = "sha256:603ca0aba86b1349b147cab91ae970c63118a0f30444d4bc80355937c950c082"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-win_amd64.whl", hash = "sha256:b2ef1c30440dbbcba7a5dc3e319408b59676e2e039e2ae11a8775ecf482b192f"},
+    {file = "argon2_cffi_bindings-21.2.0-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:e415e3f62c8d124ee16018e491a009937f8cf7ebf5eb430ffc5de21b900dad93"},
+    {file = "argon2_cffi_bindings-21.2.0-pp37-pypy37_pp73-macosx_10_9_x86_64.whl", hash = "sha256:3e385d1c39c520c08b53d63300c3ecc28622f076f4c2b0e6d7e796e9f6502194"},
+    {file = "argon2_cffi_bindings-21.2.0-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2c3e3cc67fdb7d82c4718f19b4e7a87123caf8a93fde7e23cf66ac0337d3cb3f"},
+    {file = "argon2_cffi_bindings-21.2.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6a22ad9800121b71099d0fb0a65323810a15f2e292f2ba450810a7316e128ee5"},
+    {file = "argon2_cffi_bindings-21.2.0-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f9f8b450ed0547e3d473fdc8612083fd08dd2120d6ac8f73828df9b7d45bb351"},
+    {file = "argon2_cffi_bindings-21.2.0-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:93f9bf70084f97245ba10ee36575f0c3f1e7d7724d67d8e5b08e61787c320ed7"},
+    {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:3b9ef65804859d335dc6b31582cad2c5166f0c3e7975f324d9ffaa34ee7e6583"},
+    {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d4966ef5848d820776f5f562a7d45fdd70c2f330c961d0d745b784034bd9f48d"},
+    {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:20ef543a89dee4db46a1a6e206cd015360e5a75822f76df533845c3cbaf72670"},
+    {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ed2937d286e2ad0cc79a7087d3c272832865f779430e0cc2b4f3718d3159b0cb"},
+    {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:5e00316dabdaea0b2dd82d141cc66889ced0cdcbfa599e8b471cf22c620c329a"},
+]
 
 [package.dependencies]
 cffi = ">=1.0.1"
@@ -63,6 +100,10 @@ description = "Classes Without Boilerplate"
 category = "dev"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "attrs-22.1.0-py2.py3-none-any.whl", hash = "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"},
+    {file = "attrs-22.1.0.tar.gz", hash = "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6"},
+]
 
 [package.extras]
 dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy (>=0.900,!=0.940)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "sphinx", "sphinx-notfound-page", "zope.interface"]
@@ -77,6 +118,52 @@ description = "Pythonic bindings for FFmpeg's libraries."
 category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "av-10.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d19bb54197155d045a2b683d993026d4bcb06e31c2acad0327e3e8711571899c"},
+    {file = "av-10.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:7dba96a85cd37315529998e6dbbe3fa05c2344eb19a431dc24996be030a904ee"},
+    {file = "av-10.0.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:27d6d38c7c8d46d578c008ffcb8aad1eae14d0621fff41f4ad62395589045fe4"},
+    {file = "av-10.0.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:51037f4bde03daf924236af4f444e17345792ad7f6f70760a5e5863407e14f2b"},
+    {file = "av-10.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0577a38664e453b4ffb63d616a0d23c295827b16ae96a090e89527a753de8718"},
+    {file = "av-10.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:07c971573035d22ce50069d3f2bbdb4d6d02d626ab13db12fda3ce519cda3f22"},
+    {file = "av-10.0.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:e5085d11345484c0097898994bb3f515002e7e1deeb43dd11d30dd6f45402c49"},
+    {file = "av-10.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:157bde3ffd1615a9006b56e4daf3b46848d3ee2bd46b0394f7568e43ed7ab5a9"},
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+    {file = "av-10.0.0.tar.gz", hash = "sha256:8afd3d5610e1086f3b2d8389d66672ea78624516912c93612de64dcaa4c67e05"},
+]
 
 [[package]]
 name = "babel"
@@ -85,6 +172,10 @@ description = "Internationalization utilities"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "Babel-2.11.0-py3-none-any.whl", hash = "sha256:1ad3eca1c885218f6dce2ab67291178944f810a10a9b5f3cb8382a5a232b64fe"},
+    {file = "Babel-2.11.0.tar.gz", hash = "sha256:5ef4b3226b0180dedded4229651c8b0e1a3a6a2837d45a073272f313e4cf97f6"},
+]
 
 [package.dependencies]
 pytz = ">=2015.7"
@@ -96,6 +187,10 @@ description = "Specifications for callback functions passed in to an API"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+]
 
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 name = "beautifulsoup4"
@@ -104,6 +199,10 @@ description = "Screen-scraping library"
 category = "dev"
 optional = false
 python-versions = ">=3.6.0"
+files = [
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+]
 
 [package.dependencies]
 soupsieve = ">1.2"
@@ -119,6 +218,29 @@ description = "The uncompromising code formatter."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
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 [package.dependencies]
 click = ">=8.0.0"
@@ -142,6 +264,10 @@ description = "An easy safelist-based HTML-sanitizing tool."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 six = ">=1.9.0"
@@ -151,6 +277,18 @@ webencodings = "*"
 css = ["tinycss2 (>=1.1.0,<1.2)"]
 dev = ["Sphinx (==4.3.2)", "black (==22.3.0)", "build (==0.8.0)", "flake8 (==4.0.1)", "hashin (==0.17.0)", "mypy (==0.961)", "pip-tools (==6.6.2)", "pytest (==7.1.2)", "tox (==3.25.0)", "twine (==4.0.1)", "wheel (==0.37.1)"]
 
+[[package]]
+name = "cached-property"
+version = "1.5.2"
+description = "A decorator for caching properties in classes."
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
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+]
+
 [[package]]
 name = "certifi"
 version = "2022.9.24"
@@ -158,6 +296,10 @@ description = "Python package for providing Mozilla's CA Bundle."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
 
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 name = "cffi"
@@ -166,6 +308,72 @@ description = "Foreign Function Interface for Python calling C code."
 category = "dev"
 optional = false
 python-versions = "*"
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+    {file = "cffi-1.15.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:33ab79603146aace82c2427da5ca6e58f2b3f2fb5da893ceac0c42218a40be35"},
+    {file = "cffi-1.15.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5d598b938678ebf3c67377cdd45e09d431369c3b1a5b331058c338e201f12b27"},
+    {file = "cffi-1.15.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:db0fbb9c62743ce59a9ff687eb5f4afbe77e5e8403d6697f7446e5f609976f76"},
+    {file = "cffi-1.15.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:98d85c6a2bef81588d9227dde12db8a7f47f639f4a17c9ae08e773aa9c697bf3"},
+    {file = "cffi-1.15.1-cp39-cp39-win32.whl", hash = "sha256:40f4774f5a9d4f5e344f31a32b5096977b5d48560c5592e2f3d2c4374bd543ee"},
+    {file = "cffi-1.15.1-cp39-cp39-win_amd64.whl", hash = "sha256:70df4e3b545a17496c9b3f41f5115e69a4f2e77e94e1d2a8e1070bc0c38c8a3c"},
+    {file = "cffi-1.15.1.tar.gz", hash = "sha256:d400bfb9a37b1351253cb402671cea7e89bdecc294e8016a707f6d1d8ac934f9"},
+]
 
 [package.dependencies]
 pycparser = "*"
@@ -177,6 +385,10 @@ description = "Validate configuration and produce human readable error messages.
 category = "dev"
 optional = false
 python-versions = ">=3.6.1"
+files = [
+    {file = "cfgv-3.3.1-py2.py3-none-any.whl", hash = "sha256:c6a0883f3917a037485059700b9e75da2464e6c27051014ad85ba6aaa5884426"},
+    {file = "cfgv-3.3.1.tar.gz", hash = "sha256:f5a830efb9ce7a445376bb66ec94c638a9787422f96264c98edc6bdeed8ab736"},
+]
 
 [[package]]
 name = "charset-normalizer"
@@ -185,6 +397,10 @@ description = "The Real First Universal Charset Detector. Open, modern and activ
 category = "dev"
 optional = false
 python-versions = ">=3.5.0"
+files = [
+    {file = "charset-normalizer-2.0.12.tar.gz", hash = "sha256:2857e29ff0d34db842cd7ca3230549d1a697f96ee6d3fb071cfa6c7393832597"},
+    {file = "charset_normalizer-2.0.12-py3-none-any.whl", hash = "sha256:6881edbebdb17b39b4eaaa821b438bf6eddffb4468cf344f09f89def34a8b1df"},
+]
 
 [package.extras]
 unicode-backport = ["unicodedata2"]
@@ -196,6 +412,10 @@ description = "Composable command line interface toolkit"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "click-8.1.3-py3-none-any.whl", hash = "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"},
+    {file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"},
+]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -208,6 +428,10 @@ description = "Cross-platform colored terminal text."
 category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+files = [
+    {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
+    {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
+]
 
 [[package]]
 name = "commonmark"
@@ -216,6 +440,10 @@ description = "Python parser for the CommonMark Markdown spec"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "commonmark-0.9.1-py2.py3-none-any.whl", hash = "sha256:da2f38c92590f83de410ba1a3cbceafbc74fee9def35f9251ba9a971d6d66fd9"},
+    {file = "commonmark-0.9.1.tar.gz", hash = "sha256:452f9dc859be7f06631ddcb328b6919c67984aca654e5fefb3914d54691aed60"},
+]
 
 [package.extras]
 test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
@@ -227,6 +455,26 @@ description = "An implementation of the Debug Adapter Protocol for Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "debugpy-1.6.3-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:c4b2bd5c245eeb49824bf7e539f95fb17f9a756186e51c3e513e32999d8846f3"},
+    {file = "debugpy-1.6.3-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:b8deaeb779699350deeed835322730a3efec170b88927debc9ba07a1a38e2585"},
+    {file = "debugpy-1.6.3-cp310-cp310-win32.whl", hash = "sha256:fc233a0160f3b117b20216f1169e7211b83235e3cd6749bcdd8dbb72177030c7"},
+    {file = "debugpy-1.6.3-cp310-cp310-win_amd64.whl", hash = "sha256:dda8652520eae3945833e061cbe2993ad94a0b545aebd62e4e6b80ee616c76b2"},
+    {file = "debugpy-1.6.3-cp37-cp37m-macosx_10_15_x86_64.whl", hash = "sha256:d5c814596a170a0a58fa6fad74947e30bfd7e192a5d2d7bd6a12156c2899e13a"},
+    {file = "debugpy-1.6.3-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:c4cd6f37e3c168080d61d698390dfe2cd9e74ebf80b448069822a15dadcda57d"},
+    {file = "debugpy-1.6.3-cp37-cp37m-win32.whl", hash = "sha256:3c9f985944a30cfc9ae4306ac6a27b9c31dba72ca943214dad4a0ab3840f6161"},
+    {file = "debugpy-1.6.3-cp37-cp37m-win_amd64.whl", hash = "sha256:5ad571a36cec137ae6ed951d0ff75b5e092e9af6683da084753231150cbc5b25"},
+    {file = "debugpy-1.6.3-cp38-cp38-macosx_10_15_x86_64.whl", hash = "sha256:adcfea5ea06d55d505375995e150c06445e2b20cd12885bcae566148c076636b"},
+    {file = "debugpy-1.6.3-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:daadab4403427abd090eccb38d8901afd8b393e01fd243048fab3f1d7132abb4"},
+    {file = "debugpy-1.6.3-cp38-cp38-win32.whl", hash = "sha256:6efc30325b68e451118b795eff6fe8488253ca3958251d5158106d9c87581bc6"},
+    {file = "debugpy-1.6.3-cp38-cp38-win_amd64.whl", hash = "sha256:86d784b72c5411c833af1cd45b83d80c252b77c3bfdb43db17c441d772f4c734"},
+    {file = "debugpy-1.6.3-cp39-cp39-macosx_10_15_x86_64.whl", hash = "sha256:4e255982552b0edfe3a6264438dbd62d404baa6556a81a88f9420d3ed79b06ae"},
+    {file = "debugpy-1.6.3-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:cca23cb6161ac89698d629d892520327dd1be9321c0960e610bbcb807232b45d"},
+    {file = "debugpy-1.6.3-cp39-cp39-win32.whl", hash = "sha256:7c302095a81be0d5c19f6529b600bac971440db3e226dce85347cc27e6a61908"},
+    {file = "debugpy-1.6.3-cp39-cp39-win_amd64.whl", hash = "sha256:34d2cdd3a7c87302ba5322b86e79c32c2115be396f3f09ca13306d8a04fe0f16"},
+    {file = "debugpy-1.6.3-py2.py3-none-any.whl", hash = "sha256:84c39940a0cac410bf6aa4db00ba174f973eef521fbe9dd058e26bcabad89c4f"},
+    {file = "debugpy-1.6.3.zip", hash = "sha256:e8922090514a890eec99cfb991bab872dd2e353ebb793164d5f01c362b9a40bf"},
+]
 
 [[package]]
 name = "decorator"
@@ -235,6 +483,10 @@ description = "Decorators for Humans"
 category = "dev"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
+    {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
+]
 
 [[package]]
 name = "defusedxml"
@@ -243,6 +495,10 @@ description = "XML bomb protection for Python stdlib modules"
 category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
+    {file = "defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61"},
+    {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"},
+]
 
 [[package]]
 name = "distlib"
@@ -251,6 +507,10 @@ description = "Distribution utilities"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "distlib-0.3.6-py2.py3-none-any.whl", hash = "sha256:f35c4b692542ca110de7ef0bea44d73981caeb34ca0b9b6b2e6d7790dda8f80e"},
+    {file = "distlib-0.3.6.tar.gz", hash = "sha256:14bad2d9b04d3a36127ac97f30b12a19268f211063d8f8ee4f47108896e11b46"},
+]
 
 [[package]]
 name = "entrypoints"
@@ -259,6 +519,10 @@ description = "Discover and load entry points from installed packages."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "entrypoints-0.4-py3-none-any.whl", hash = "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"},
+    {file = "entrypoints-0.4.tar.gz", hash = "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4"},
+]
 
 [[package]]
 name = "exceptiongroup"
@@ -267,6 +531,10 @@ description = "Backport of PEP 654 (exception groups)"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "exceptiongroup-1.1.0-py3-none-any.whl", hash = "sha256:327cbda3da756e2de031a3107b81ab7b3770a602c4d16ca618298c526f4bec1e"},
+    {file = "exceptiongroup-1.1.0.tar.gz", hash = "sha256:bcb67d800a4497e1b404c2dd44fca47d3b7a5e5433dbab67f96c1a685cdfdf23"},
+]
 
 [package.extras]
 test = ["pytest (>=6)"]
@@ -278,6 +546,10 @@ description = "FastAPI framework, high performance, easy to learn, fast to code,
 category = "main"
 optional = true
 python-versions = ">=3.7"
+files = [
+    {file = "fastapi-0.87.0-py3-none-any.whl", hash = "sha256:254453a2e22f64e2a1b4e1d8baf67d239e55b6c8165c079d25746a5220c81bb4"},
+    {file = "fastapi-0.87.0.tar.gz", hash = "sha256:07032e53df9a57165047b4f38731c38bdcc3be5493220471015e2b4b51b486a4"},
+]
 
 [package.dependencies]
 pydantic = ">=1.6.2,<1.7 || >1.7,<1.7.1 || >1.7.1,<1.7.2 || >1.7.2,<1.7.3 || >1.7.3,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0"
@@ -296,6 +568,10 @@ description = "Fastest Python implementation of JSON schema"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "fastjsonschema-2.16.2-py3-none-any.whl", hash = "sha256:21f918e8d9a1a4ba9c22e09574ba72267a6762d47822db9add95f6454e51cc1c"},
+    {file = "fastjsonschema-2.16.2.tar.gz", hash = "sha256:01e366f25d9047816fe3d288cbfc3e10541daf0af2044763f3d0ade42476da18"},
+]
 
 [package.extras]
 devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"]
@@ -307,29 +583,77 @@ description = "A platform independent file lock."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "filelock-3.8.0-py3-none-any.whl", hash = "sha256:617eb4e5eedc82fc5f47b6d61e4d11cb837c56cb4544e39081099fa17ad109d4"},
+    {file = "filelock-3.8.0.tar.gz", hash = "sha256:55447caa666f2198c5b6b13a26d2084d26fa5b115c00d065664b2124680c4edc"},
+]
 
 [package.extras]
 docs = ["furo (>=2022.6.21)", "sphinx (>=5.1.1)", "sphinx-autodoc-typehints (>=1.19.1)"]
 testing = ["covdefaults (>=2.2)", "coverage (>=6.4.2)", "pytest (>=7.1.2)", "pytest-cov (>=3)", "pytest-timeout (>=2.1)"]
 
 [[package]]
-name = "h11"
-version = "0.14.0"
-description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
+name = "ghp-import"
+version = "2.1.0"
+description = "Copy your docs directly to the gh-pages branch."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = "*"
+files = [
+    {file = "ghp-import-2.1.0.tar.gz", hash = "sha256:9c535c4c61193c2df8871222567d7fd7e5014d835f97dc7b7439069e2413d343"},
+    {file = "ghp_import-2.1.0-py3-none-any.whl", hash = "sha256:8337dd7b50877f163d4c0289bc1f1c7f127550241988d568c1db512c4324a619"},
+]
 
 [package.dependencies]
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
+python-dateutil = ">=2.8.1"
+
+[package.extras]
+dev = ["flake8", "markdown", "twine", "wheel"]
 
 [[package]]
-name = "hnswlib"
+name = "griffe"
+version = "0.25.5"
+description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "griffe-0.25.5-py3-none-any.whl", hash = "sha256:1fb9edff48e66d4873014a2ebf21aca5f271d0006a4c937826e3cf592ffb3706"},
+    {file = "griffe-0.25.5.tar.gz", hash = "sha256:11ea3403ef0560a1cbcf7f302eb5d21cf4c1d8ed3f8a16a75aa9f6f458caf3f1"},
+]
+
+[package.dependencies]
+cached-property = {version = "*", markers = "python_version < \"3.8\""}
+colorama = ">=0.4"
+
+[package.extras]
+async = ["aiofiles (>=0.7,<1.0)"]
+
+[[package]]
+name = "h11"
+version = "0.14.0"
+description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
+    {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
+]
+
+[package.dependencies]
+typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
+
+[[package]]
+name = "hnswlib"
 version = "0.7.0"
 description = "hnswlib"
 category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "hnswlib-0.7.0.tar.gz", hash = "sha256:bc459668e7e44bb7454b256b90c98c5af750653919d9a91698dafcf416cf64c4"},
+]
 
 [package.dependencies]
 numpy = "*"
@@ -341,6 +665,10 @@ description = "A minimal low-level HTTP client."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "httpcore-0.16.1-py3-none-any.whl", hash = "sha256:8d393db683cc8e35cc6ecb02577c5e1abfedde52b38316d038932a84b4875ecb"},
+    {file = "httpcore-0.16.1.tar.gz", hash = "sha256:3d3143ff5e1656a5740ea2f0c167e8e9d48c5a9bbd7f00ad1f8cff5711b08543"},
+]
 
 [package.dependencies]
 anyio = ">=3.0,<5.0"
@@ -359,6 +687,10 @@ description = "The next generation HTTP client."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "httpx-0.23.1-py3-none-any.whl", hash = "sha256:0b9b1f0ee18b9978d637b0776bfd7f54e2ca278e063e3586d8f01cda89e042a8"},
+    {file = "httpx-0.23.1.tar.gz", hash = "sha256:202ae15319be24efe9a8bd4ed4360e68fde7b38bcc2ce87088d416f026667d19"},
+]
 
 [package.dependencies]
 certifi = "*"
@@ -379,6 +711,10 @@ description = "File identification library for Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "identify-2.5.8-py2.py3-none-any.whl", hash = "sha256:48b7925fe122720088aeb7a6c34f17b27e706b72c61070f27fe3789094233440"},
+    {file = "identify-2.5.8.tar.gz", hash = "sha256:7a214a10313b9489a0d61467db2856ae8d0b8306fc923e03a9effa53d8aedc58"},
+]
 
 [package.extras]
 license = ["ukkonen"]
@@ -390,6 +726,10 @@ description = "Internationalized Domain Names in Applications (IDNA)"
 category = "main"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "idna-3.4-py3-none-any.whl", hash = "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"},
+    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+]
 
 [[package]]
 name = "importlib-metadata"
@@ -398,6 +738,10 @@ description = "Read metadata from Python packages"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "importlib_metadata-5.0.0-py3-none-any.whl", hash = "sha256:ddb0e35065e8938f867ed4928d0ae5bf2a53b7773871bfe6bcc7e4fcdc7dea43"},
+    {file = "importlib_metadata-5.0.0.tar.gz", hash = "sha256:da31db32b304314d044d3c12c79bd59e307889b287ad12ff387b3500835fc2ab"},
+]
 
 [package.dependencies]
 typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
@@ -415,6 +759,10 @@ description = "Read resources from Python packages"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "importlib_resources-5.10.0-py3-none-any.whl", hash = "sha256:ee17ec648f85480d523596ce49eae8ead87d5631ae1551f913c0100b5edd3437"},
+    {file = "importlib_resources-5.10.0.tar.gz", hash = "sha256:c01b1b94210d9849f286b86bb51bcea7cd56dde0600d8db721d7b81330711668"},
+]
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
@@ -430,6 +778,10 @@ description = "iniconfig: brain-dead simple config-ini parsing"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "iniconfig-1.1.1-py2.py3-none-any.whl", hash = "sha256:011e24c64b7f47f6ebd835bb12a743f2fbe9a26d4cecaa7f53bc4f35ee9da8b3"},
+    {file = "iniconfig-1.1.1.tar.gz", hash = "sha256:bc3af051d7d14b2ee5ef9969666def0cd1a000e121eaea580d4a313df4b37f32"},
+]
 
 [[package]]
 name = "ipykernel"
@@ -438,6 +790,10 @@ description = "IPython Kernel for Jupyter"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "ipykernel-6.16.2-py3-none-any.whl", hash = "sha256:67daf93e5b52456cd8eea87a8b59405d2bb80ae411864a1ea206c3631d8179af"},
+    {file = "ipykernel-6.16.2.tar.gz", hash = "sha256:463f3d87a92e99969b1605cb7a5b4d7b36b7145a0e72d06e65918a6ddefbe630"},
+]
 
 [package.dependencies]
 appnope = {version = "*", markers = "platform_system == \"Darwin\""}
@@ -463,6 +819,10 @@ description = "IPython: Productive Interactive Computing"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "ipython-7.34.0-py3-none-any.whl", hash = "sha256:c175d2440a1caff76116eb719d40538fbb316e214eda85c5515c303aacbfb23e"},
+    {file = "ipython-7.34.0.tar.gz", hash = "sha256:af3bdb46aa292bce5615b1b2ebc76c2080c5f77f54bda2ec72461317273e7cd6"},
+]
 
 [package.dependencies]
 appnope = {version = "*", markers = "sys_platform == \"darwin\""}
@@ -496,6 +856,10 @@ description = "Vestigial utilities from IPython"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "ipython_genutils-0.2.0-py2.py3-none-any.whl", hash = "sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8"},
+    {file = "ipython_genutils-0.2.0.tar.gz", hash = "sha256:eb2e116e75ecef9d4d228fdc66af54269afa26ab4463042e33785b887c628ba8"},
+]
 
 [[package]]
 name = "isort"
@@ -504,6 +868,10 @@ description = "A Python utility / library to sort Python imports."
 category = "dev"
 optional = false
 python-versions = ">=3.7.0"
+files = [
+    {file = "isort-5.11.5-py3-none-any.whl", hash = "sha256:ba1d72fb2595a01c7895a5128f9585a5cc4b6d395f1c8d514989b9a7eb2a8746"},
+    {file = "isort-5.11.5.tar.gz", hash = "sha256:6be1f76a507cb2ecf16c7cf14a37e41609ca082330be4e3436a18ef74add55db"},
+]
 
 [package.extras]
 colors = ["colorama (>=0.4.3,<0.5.0)"]
@@ -518,6 +886,10 @@ description = "An autocompletion tool for Python that can be used for text edito
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "jedi-0.18.1-py2.py3-none-any.whl", hash = "sha256:637c9635fcf47945ceb91cd7f320234a7be540ded6f3e99a50cb6febdfd1ba8d"},
+    {file = "jedi-0.18.1.tar.gz", hash = "sha256:74137626a64a99c8eb6ae5832d99b3bdd7d29a3850fe2aa80a4126b2a7d949ab"},
+]
 
 [package.dependencies]
 parso = ">=0.8.0,<0.9.0"
@@ -533,6 +905,10 @@ description = "A very fast and expressive template engine."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"},
+    {file = "Jinja2-3.1.2.tar.gz", hash = "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852"},
+]
 
 [package.dependencies]
 MarkupSafe = ">=2.0"
@@ -547,6 +923,10 @@ description = "A Python implementation of the JSON5 data format."
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "json5-0.9.10-py2.py3-none-any.whl", hash = "sha256:993189671e7412e9cdd8be8dc61cf402e8e579b35f1d1bb20ae6b09baa78bbce"},
+    {file = "json5-0.9.10.tar.gz", hash = "sha256:ad9f048c5b5a4c3802524474ce40a622fae789860a86f10cc4f7e5f9cf9b46ab"},
+]
 
 [package.extras]
 dev = ["hypothesis"]
@@ -558,6 +938,10 @@ description = "An implementation of JSON Schema validation for Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jsonschema-4.17.0-py3-none-any.whl", hash = "sha256:f660066c3966db7d6daeaea8a75e0b68237a48e51cf49882087757bb59916248"},
+    {file = "jsonschema-4.17.0.tar.gz", hash = "sha256:5bfcf2bca16a087ade17e02b282d34af7ccd749ef76241e7f9bd7c0cb8a9424d"},
+]
 
 [package.dependencies]
 attrs = ">=17.4.0"
@@ -578,6 +962,10 @@ description = "Jupyter protocol implementation and client libraries"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jupyter_client-7.4.6-py3-none-any.whl", hash = "sha256:540b6a5c9c2dc481c5dd54fd5acb260f03dfaaa7c5325b2ffb1f676710f8c7c4"},
+    {file = "jupyter_client-7.4.6.tar.gz", hash = "sha256:f7f9a9dc3a0ecd223ed6a5a00cf4140a5c252ec72e52d6de370748ed0aa083dd"},
+]
 
 [package.dependencies]
 entrypoints = "*"
@@ -599,6 +987,10 @@ description = "Jupyter core package. A base package on which Jupyter projects re
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jupyter_core-4.12.0-py3-none-any.whl", hash = "sha256:a54672c539333258495579f6964144924e0aa7b07f7069947bef76d7ea5cb4c1"},
+    {file = "jupyter_core-4.12.0.tar.gz", hash = "sha256:87f39d7642412ae8a52291cc68e71ac01dfa2c735df2701f8108251d51b4f460"},
+]
 
 [package.dependencies]
 pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
@@ -614,6 +1006,10 @@ description = "The backend—i.e. core services, APIs, and REST endpoints—to J
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jupyter_server-1.23.2-py3-none-any.whl", hash = "sha256:c01d0e84c22a14dd6b0e7d8ce4105b08a3426b46582668e28046a64c07311a4f"},
+    {file = "jupyter_server-1.23.2.tar.gz", hash = "sha256:69cb954ef02c0ba1837787e34e4a1240c93c8eb590662fae1840778861957660"},
+]
 
 [package.dependencies]
 anyio = ">=3.1.0,<4"
@@ -643,6 +1039,10 @@ description = "JupyterLab computational environment"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jupyterlab-3.5.0-py3-none-any.whl", hash = "sha256:f433059fe0e12d75ea90a81a0b6721113bb132857e3ec2197780b6fe84cbcbde"},
+    {file = "jupyterlab-3.5.0.tar.gz", hash = "sha256:e02556c8ea1b386963c4b464e4618aee153c5416b07ab481425c817a033323a2"},
+]
 
 [package.dependencies]
 ipython = "*"
@@ -667,6 +1067,10 @@ description = "Pygments theme using JupyterLab CSS variables"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jupyterlab_pygments-0.2.2-py2.py3-none-any.whl", hash = "sha256:2405800db07c9f770863bcf8049a529c3dd4d3e28536638bd7c1c01d2748309f"},
+    {file = "jupyterlab_pygments-0.2.2.tar.gz", hash = "sha256:7405d7fde60819d905a9fa8ce89e4cd830e318cdad22a0030f7a901da705585d"},
+]
 
 [[package]]
 name = "jupyterlab-server"
@@ -675,6 +1079,10 @@ description = "A set of server components for JupyterLab and JupyterLab like app
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jupyterlab_server-2.16.3-py3-none-any.whl", hash = "sha256:d18eb623428b4ee732c2258afaa365eedd70f38b609981ea040027914df32bc6"},
+    {file = "jupyterlab_server-2.16.3.tar.gz", hash = "sha256:635a0b176a901f19351c02221a124e59317c476f511200409b7d867e8b2905c3"},
+]
 
 [package.dependencies]
 babel = "*"
@@ -698,12 +1106,67 @@ description = "LZ4 Bindings for Python"
 category = "main"
 optional = true
 python-versions = ">=3.7"
+files = [
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 [package.extras]
 docs = ["sphinx (>=1.6.0)", "sphinx-bootstrap-theme"]
 flake8 = ["flake8"]
 tests = ["psutil", "pytest (!=3.3.0)", "pytest-cov"]
 
+[[package]]
+name = "markdown"
+version = "3.3.7"
+description = "Python implementation of Markdown."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
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+]
+
+[package.dependencies]
+importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
+
+[package.extras]
+testing = ["coverage", "pyyaml"]
+
 [[package]]
 name = "markupsafe"
 version = "2.1.1"
@@ -711,6 +1174,48 @@ description = "Safely add untrusted strings to HTML/XML markup."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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 [[package]]
 name = "matplotlib-inline"
@@ -719,10 +1224,26 @@ description = "Inline Matplotlib backend for Jupyter"
 category = "dev"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "matplotlib-inline-0.1.6.tar.gz", hash = "sha256:f887e5f10ba98e8d2b150ddcf4702c1e5f8b3a20005eb0f74bfdbd360ee6f304"},
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+]
 
 [package.dependencies]
 traitlets = "*"
 
+[[package]]
+name = "mergedeep"
+version = "1.3.4"
+description = "A deep merge function for 🐍."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "mergedeep-1.3.4-py3-none-any.whl", hash = "sha256:70775750742b25c0d8f36c55aed03d24c3384d17c951b3175d898bd778ef0307"},
+    {file = "mergedeep-1.3.4.tar.gz", hash = "sha256:0096d52e9dad9939c3d975a774666af186eda617e6ca84df4c94dec30004f2a8"},
+]
+
 [[package]]
 name = "mistune"
 version = "2.0.4"
@@ -730,80 +1251,247 @@ description = "A sane Markdown parser with useful plugins and renderers"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "mistune-2.0.4-py2.py3-none-any.whl", hash = "sha256:182cc5ee6f8ed1b807de6b7bb50155df7b66495412836b9a74c8fbdfc75fe36d"},
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+]
 
 [[package]]
-name = "mypy"
-version = "1.0.0"
-description = "Optional static typing for Python"
+name = "mkdocs"
+version = "1.4.2"
+description = "Project documentation with Markdown."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "mkdocs-1.4.2-py3-none-any.whl", hash = "sha256:c8856a832c1e56702577023cd64cc5f84948280c1c0fcc6af4cd39006ea6aa8c"},
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+]
 
 [package.dependencies]
-mypy-extensions = ">=0.4.3"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typed-ast = {version = ">=1.4.0,<2", markers = "python_version < \"3.8\""}
-typing-extensions = ">=3.10"
+click = ">=7.0"
+colorama = {version = ">=0.4", markers = "platform_system == \"Windows\""}
+ghp-import = ">=1.0"
+importlib-metadata = {version = ">=4.3", markers = "python_version < \"3.10\""}
+jinja2 = ">=2.11.1"
+markdown = ">=3.2.1,<3.4"
+mergedeep = ">=1.3.4"
+packaging = ">=20.5"
+pyyaml = ">=5.1"
+pyyaml-env-tag = ">=0.1"
+typing-extensions = {version = ">=3.10", markers = "python_version < \"3.8\""}
+watchdog = ">=2.0"
 
 [package.extras]
-dmypy = ["psutil (>=4.0)"]
-install-types = ["pip"]
-python2 = ["typed-ast (>=1.4.0,<2)"]
-reports = ["lxml"]
+i18n = ["babel (>=2.9.0)"]
+min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.3)", "jinja2 (==2.11.1)", "markdown (==3.2.1)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "packaging (==20.5)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "typing-extensions (==3.10)", "watchdog (==2.0)"]
 
 [[package]]
-name = "mypy-extensions"
-version = "0.4.3"
-description = "Experimental type system extensions for programs checked with the mypy typechecker."
-category = "main"
+name = "mkdocs-autorefs"
+version = "0.4.1"
+description = "Automatically link across pages in MkDocs."
+category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+Markdown = ">=3.3"
+mkdocs = ">=1.1"
 
 [[package]]
-name = "nbclassic"
-version = "0.4.8"
-description = "A web-based notebook environment for interactive computing"
+name = "mkdocs-material"
+version = "9.1.3"
+description = "Documentation that simply works"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "mkdocs_material-9.1.3-py3-none-any.whl", hash = "sha256:a8d14d03569008afb0f5a5785c253249b5ff038e3a5509f96a393b8596bf5062"},
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+]
 
 [package.dependencies]
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-ipykernel = "*"
-ipython-genutils = "*"
-jinja2 = "*"
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-nbformat = "*"
-nest-asyncio = ">=1.5"
-notebook-shim = ">=0.1.0"
-prometheus-client = "*"
-pyzmq = ">=17"
-Send2Trash = ">=1.8.0"
-terminado = ">=0.8.3"
-tornado = ">=6.1"
-traitlets = ">=4.2.1"
+colorama = ">=0.4"
+jinja2 = ">=3.0"
+markdown = ">=3.2"
+mkdocs = ">=1.4.2"
+mkdocs-material-extensions = ">=1.1"
+pygments = ">=2.14"
+pymdown-extensions = ">=9.9.1"
+regex = ">=2022.4.24"
+requests = ">=2.26"
 
-[package.extras]
-docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-json-logging = ["json-logging"]
-test = ["coverage", "nbval", "pytest", "pytest-cov", "pytest-playwright", "pytest-tornasync", "requests", "requests-unixsocket", "testpath"]
+[[package]]
+name = "mkdocs-material-extensions"
+version = "1.1.1"
+description = "Extension pack for Python Markdown and MkDocs Material."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
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 [[package]]
-name = "nbclient"
-version = "0.7.0"
-description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
+name = "mkdocstrings"
+version = "0.20.0"
+description = "Automatic documentation from sources, for MkDocs."
 category = "dev"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.7"
+files = [
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 [package.dependencies]
-jupyter-client = ">=6.1.5"
-nbformat = ">=5.0"
-nest-asyncio = "*"
-traitlets = ">=5.2.2"
+Jinja2 = ">=2.11.1"
+Markdown = ">=3.3"
+MarkupSafe = ">=1.1"
+mkdocs = ">=1.2"
+mkdocs-autorefs = ">=0.3.1"
+mkdocstrings-python = {version = ">=0.5.2", optional = true, markers = "extra == \"python\""}
+pymdown-extensions = ">=6.3"
+
+[package.extras]
+crystal = ["mkdocstrings-crystal (>=0.3.4)"]
+python = ["mkdocstrings-python (>=0.5.2)"]
+python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
+
+[[package]]
+name = "mkdocstrings-python"
+version = "0.8.3"
+description = "A Python handler for mkdocstrings."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
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+[package.dependencies]
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+mkdocstrings = ">=0.19"
+
+[[package]]
+name = "mypy"
+version = "1.0.0"
+description = "Optional static typing for Python"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
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+python2 = ["typed-ast (>=1.4.0,<2)"]
+reports = ["lxml"]
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+category = "main"
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+python-versions = "*"
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+category = "dev"
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+python-versions = ">=3.7"
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+
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+test = ["coverage", "nbval", "pytest", "pytest-cov", "pytest-playwright", "pytest-tornasync", "requests", "requests-unixsocket", "testpath"]
+
+[[package]]
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@@ -816,6 +1504,10 @@ description = "Converting Jupyter Notebooks"
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@@ -851,6 +1543,10 @@ description = "The Jupyter Notebook format"
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@@ -869,6 +1565,10 @@ description = "Patch asyncio to allow nested event loops"
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 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
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 argon2-cffi = "*"
@@ -919,6 +1627,10 @@ description = "A shim layer for notebook traits and config"
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 name = "nvidia-cublas-cu11"
@@ -941,6 +1683,10 @@ description = "CUBLAS native runtime libraries"
 category = "main"
 optional = true
 python-versions = ">=3"
+files = [
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 setuptools = "*"
@@ -953,6 +1699,11 @@ description = "NVRTC native runtime libraries"
 category = "main"
 optional = true
 python-versions = ">=3"
+files = [
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 [package.dependencies]
 setuptools = "*"
@@ -965,6 +1716,10 @@ description = "CUDA Runtime native Libraries"
 category = "main"
 optional = true
 python-versions = ">=3"
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 [package.dependencies]
 setuptools = "*"
@@ -977,6 +1732,10 @@ description = "cuDNN runtime libraries"
 category = "main"
 optional = true
 python-versions = ">=3"
+files = [
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 setuptools = "*"
@@ -989,6 +1748,57 @@ description = "Fast, correct Python JSON library supporting dataclasses, datetim
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 optional = false
 python-versions = ">=3.7"
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 name = "packaging"
@@ -997,6 +1807,10 @@ description = "Core utilities for Python packages"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
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 [package.dependencies]
 pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
@@ -1008,6 +1822,24 @@ description = "Powerful data structures for data analysis, time series, and stat
 category = "main"
 optional = true
 python-versions = ">=3.6.1"
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 [package.dependencies]
 numpy = ">=1.15.4"
@@ -1024,6 +1856,10 @@ description = "Utilities for writing pandoc filters in python"
 category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
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 [[package]]
 name = "parso"
@@ -1032,8 +1868,12 @@ description = "A Python Parser"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
-
-[package.extras]
+files = [
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+
+[package.extras]
 qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
 testing = ["docopt", "pytest (<6.0.0)"]
 
@@ -1044,6 +1884,10 @@ description = "Utility library for gitignore style pattern matching of file path
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [[package]]
 name = "pexpect"
@@ -1052,6 +1896,10 @@ description = "Pexpect allows easy control of interactive console applications."
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+]
 
 [package.dependencies]
 ptyprocess = ">=0.5"
@@ -1063,6 +1911,10 @@ description = "Tiny 'shelve'-like database with concurrency support"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+]
 
 [[package]]
 name = "pillow"
@@ -1071,6 +1923,69 @@ description = "Python Imaging Library (Fork)"
 category = "main"
 optional = true
 python-versions = ">=3.7"
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@@ -1083,6 +1998,10 @@ description = "Resolve a name to an object."
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 python-versions = ">=3.6.2"
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 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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@@ -1175,6 +2146,10 @@ description = "Run a subprocess in a pseudo terminal"
 category = "dev"
 optional = false
 python-versions = "*"
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 category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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 category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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 python-versions = ">=3.7"
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 typing-extensions = ">=4.1.0"
@@ -1214,18 +2235,42 @@ description = "Manipulate audio with an simple and easy high level interface"
 category = "main"
 optional = true
 python-versions = "*"
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 category = "main"
 optional = false
 python-versions = ">=3.6"
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 [package.extras]
 plugins = ["importlib-metadata"]
 
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+version = "9.10"
+description = "Extension pack for Python Markdown."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
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+
+[package.dependencies]
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+pyyaml = "*"
+
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 name = "pyparsing"
 version = "3.0.9"
@@ -1233,6 +2278,10 @@ description = "pyparsing module - Classes and methods to define and execute pars
 category = "dev"
 optional = false
 python-versions = ">=3.6.8"
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 diagrams = ["jinja2", "railroad-diagrams"]
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 category = "dev"
 optional = false
 python-versions = ">=3.7"
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 [[package]]
 name = "pytest"
@@ -1252,6 +2325,10 @@ description = "pytest: simple powerful testing with Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 attrs = ">=19.2.0"
@@ -1273,6 +2350,10 @@ description = "Pytest support for asyncio"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 pytest = ">=6.1.0"
@@ -1288,6 +2369,10 @@ description = "Extensions to the standard Python datetime module"
 category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+files = [
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+]
 
 [package.dependencies]
 six = ">=1.5"
@@ -1299,6 +2384,10 @@ description = "World timezone definitions, modern and historical"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
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+]
 
 [[package]]
 name = "pywin32"
@@ -1307,6 +2396,22 @@ description = "Python for Window Extensions"
 category = "dev"
 optional = false
 python-versions = "*"
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 [[package]]
 name = "pywinpty"
@@ -1315,6 +2420,14 @@ description = "Pseudo terminal support for Windows from Python."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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 [[package]]
 name = "pyyaml"
@@ -1323,26 +2436,261 @@ description = "YAML parser and emitter for Python"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
-
-[[package]]
-name = "pyzmq"
-version = "24.0.1"
-description = "Python bindings for 0MQ"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
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 version = "2.27.1"
 description = "Python HTTP for Humans."
 category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
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 [package.dependencies]
 certifi = ">=2017.4.17"
@@ -1361,6 +2709,10 @@ description = "Validating URI References per RFC 3986"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+]
 
 [package.dependencies]
 idna = {version = "*", optional = true, markers = "extra == \"idna2008\""}
@@ -1375,6 +2727,10 @@ description = "Render rich text, tables, progress bars, syntax highlighting, mar
 category = "main"
 optional = false
 python-versions = ">=3.7.0"
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+]
 
 [package.dependencies]
 commonmark = ">=0.9.0,<0.10.0"
@@ -1391,6 +2747,24 @@ description = "An extremely fast Python linter, written in Rust."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
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+]
 
 [[package]]
 name = "send2trash"
@@ -1399,6 +2773,10 @@ description = "Send file to trash natively under Mac OS X, Windows and Linux."
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+]
 
 [package.extras]
 nativelib = ["pyobjc-framework-Cocoa", "pywin32"]
@@ -1412,6 +2790,10 @@ description = "Easily download, build, install, upgrade, and uninstall Python pa
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.extras]
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@@ -1425,6 +2807,10 @@ description = "Python 2 and 3 compatibility utilities"
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
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+]
 
 [[package]]
 name = "sniffio"
@@ -1433,6 +2819,10 @@ description = "Sniff out which async library your code is running under"
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [[package]]
 name = "soupsieve"
@@ -1441,6 +2831,10 @@ description = "A modern CSS selector implementation for Beautiful Soup."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
 
 [[package]]
 name = "starlette"
@@ -1449,6 +2843,10 @@ description = "The little ASGI library that shines."
 category = "main"
 optional = true
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 anyio = ">=3.4.0,<5"
@@ -1464,6 +2862,10 @@ description = "Tornado websocket backend for the Xterm.js Javascript terminal em
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 ptyprocess = {version = "*", markers = "os_name != \"nt\""}
@@ -1481,6 +2883,10 @@ description = "A tiny CSS parser"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 webencodings = ">=0.4"
@@ -1496,6 +2902,10 @@ description = "Python Library for Tom's Obvious, Minimal Language"
 category = "dev"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
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+]
 
 [[package]]
 name = "tomli"
@@ -1504,6 +2914,10 @@ description = "A lil' TOML parser"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [[package]]
 name = "torch"
@@ -1512,6 +2926,29 @@ description = "Tensors and Dynamic neural networks in Python with strong GPU acc
 category = "main"
 optional = true
 python-versions = ">=3.7.0"
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+]
 
 [package.dependencies]
 nvidia-cublas-cu11 = "11.10.3.66"
@@ -1530,6 +2967,19 @@ description = "Tornado is a Python web framework and asynchronous networking lib
 category = "dev"
 optional = false
 python-versions = ">= 3.7"
+files = [
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+]
 
 [[package]]
 name = "traitlets"
@@ -1538,6 +2988,10 @@ description = ""
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
@@ -1550,6 +3004,10 @@ description = "Import, export, process, analyze and view triangular meshes."
 category = "main"
 optional = true
 python-versions = "*"
+files = [
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+]
 
 [package.dependencies]
 numpy = "*"
@@ -1566,22 +3024,56 @@ description = "a fork of Python 2 and 3 ast modules with type comment support"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
-
-[[package]]
-name = "types-pillow"
-version = "9.3.0.1"
-description = "Typing stubs for Pillow"
-category = "main"
-optional = true
-python-versions = "*"
-
-[[package]]
-name = "types-protobuf"
-version = "3.20.4.5"
-description = "Typing stubs for protobuf"
-category = "dev"
-optional = false
-python-versions = "*"
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+]
+
+[[package]]
+name = "types-pillow"
+version = "9.3.0.1"
+description = "Typing stubs for Pillow"
+category = "main"
+optional = true
+python-versions = "*"
+files = [
+    {file = "types-Pillow-9.3.0.1.tar.gz", hash = "sha256:f3b7cada3fa496c78d75253c6b1f07a843d625f42e5639b320a72acaff6f7cfb"},
+    {file = "types_Pillow-9.3.0.1-py3-none-any.whl", hash = "sha256:79837755fe9659f29efd1016e9903ac4a500e0c73260483f07296bd6ca47668b"},
+]
+
+[[package]]
+name = "types-protobuf"
+version = "3.20.4.5"
+description = "Typing stubs for protobuf"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "types-protobuf-3.20.4.5.tar.gz", hash = "sha256:e9b45008d106e1d10cc77a29d2d344b85c0f01e2e643aaccf32f69e9e81b0cdd"},
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+]
 
 [[package]]
 name = "types-requests"
@@ -1590,6 +3082,10 @@ description = "Typing stubs for requests"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "types-requests-2.28.11.7.tar.gz", hash = "sha256:0ae38633734990d019b80f5463dfa164ebd3581998ac8435f526da6fe4d598c3"},
+    {file = "types_requests-2.28.11.7-py3-none-any.whl", hash = "sha256:b6a2fca8109f4fdba33052f11ed86102bddb2338519e1827387137fefc66a98b"},
+]
 
 [package.dependencies]
 types-urllib3 = "<1.27"
@@ -1601,6 +3097,10 @@ description = "Typing stubs for urllib3"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "types-urllib3-1.26.25.4.tar.gz", hash = "sha256:eec5556428eec862b1ac578fb69aab3877995a99ffec9e5a12cf7fbd0cc9daee"},
+    {file = "types_urllib3-1.26.25.4-py3-none-any.whl", hash = "sha256:ed6b9e8a8be488796f72306889a06a3fc3cb1aa99af02ab8afb50144d7317e49"},
+]
 
 [[package]]
 name = "typing-extensions"
@@ -1609,6 +3109,10 @@ description = "Backported and Experimental Type Hints for Python 3.7+"
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "typing_extensions-4.4.0-py3-none-any.whl", hash = "sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e"},
+    {file = "typing_extensions-4.4.0.tar.gz", hash = "sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa"},
+]
 
 [[package]]
 name = "typing-inspect"
@@ -1617,6 +3121,10 @@ description = "Runtime inspection utilities for typing module."
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "typing_inspect-0.8.0-py3-none-any.whl", hash = "sha256:5fbf9c1e65d4fa01e701fe12a5bca6c6e08a4ffd5bc60bfac028253a447c5188"},
+    {file = "typing_inspect-0.8.0.tar.gz", hash = "sha256:8b1ff0c400943b6145df8119c41c244ca8207f1f10c9c057aeed1560e4806e3d"},
+]
 
 [package.dependencies]
 mypy-extensions = ">=0.3.0"
@@ -1629,6 +3137,10 @@ description = "HTTP library with thread-safe connection pooling, file post, and
 category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+files = [
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+]
 
 [package.extras]
 brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
@@ -1642,6 +3154,10 @@ description = "The lightning-fast ASGI server."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "uvicorn-0.19.0-py3-none-any.whl", hash = "sha256:cc277f7e73435748e69e075a721841f7c4a95dba06d12a72fe9874acced16f6f"},
+    {file = "uvicorn-0.19.0.tar.gz", hash = "sha256:cf538f3018536edb1f4a826311137ab4944ed741d52aeb98846f52215de57f25"},
+]
 
 [package.dependencies]
 click = ">=7.0"
@@ -1658,6 +3174,10 @@ description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "virtualenv-20.16.7-py3-none-any.whl", hash = "sha256:efd66b00386fdb7dbe4822d172303f40cd05e50e01740b19ea42425cbe653e29"},
+    {file = "virtualenv-20.16.7.tar.gz", hash = "sha256:8691e3ff9387f743e00f6bb20f70121f5e4f596cae754531f2b3b3a1b1ac696e"},
+]
 
 [package.dependencies]
 distlib = ">=0.3.6,<1"
@@ -1669,6 +3189,47 @@ platformdirs = ">=2.4,<3"
 docs = ["proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-argparse (>=0.3.2)", "sphinx-rtd-theme (>=1)", "towncrier (>=22.8)"]
 testing = ["coverage (>=6.2)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=21.3)", "pytest (>=7.0.1)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.2)", "pytest-mock (>=3.6.1)", "pytest-randomly (>=3.10.3)", "pytest-timeout (>=2.1)"]
 
+[[package]]
+name = "watchdog"
+version = "2.3.1"
+description = "Filesystem events monitoring"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
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+content-hash = "60dc7dedebd775c6fe3f45ddd2869a07df2c28bbc83420e875eb61e118b064b2"
diff --git a/pyproject.toml b/pyproject.toml
index 22636b46fa5..5a4567bdc17 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,6 +51,11 @@ uvicorn = ">=0.19.0"
 httpx = ">=0.23.0"
 pytest-asyncio = ">=0.20.2"
 
+
+[tool.poetry.group.docs.dependencies]
+mkdocstrings = {extras = ["python"], version = ">=0.20.0"}
+mkdocs-material= ">=9.1.2"
+
 [build-system]
 requires = ["poetry-core>=1.0.0"]
 build-backend = "poetry.core.masonry.api"