diff --git a/_data/releases.yaml b/_data/releases.yaml
index e2f6fb6..fe59be3 100644
--- a/_data/releases.yaml
+++ b/_data/releases.yaml
@@ -26,6 +26,7 @@ c:
   - {version: 2.1.0, date: 2009-08-18, gz: 1}
   - {version: 2.0.0, date: 2009-07-16, gz: 1}
 python:
+  - {version: 1.4.0, date: 2024-10-29, gz: 1, xz: 1, whl: 1, src_: 1}
   - {version: 1.3.1, date: 2023-10-08, gz: 1, xz: 1, whl: 1}
   - {version: 1.3.0, date: 2023-07-22, gz: 1, xz: 1, whl: 1}
   - {version: 1.2.0, date: 2022-06-17, gz: 1, xz: 1, whl: 1}
diff --git a/_includes/links.md b/_includes/links.md
index 7bccfd1..368fdce 100644
--- a/_includes/links.md
+++ b/_includes/links.md
@@ -60,3 +60,5 @@
 [bin-issues]: https://github.com/openslide/openslide-bin/issues
 [builds-issues]: https://github.com/openslide/builds/issues
 [site-issues]: https://github.com/openslide/openslide.github.io/issues
+
+[bin-pypi]: https://pypi.org/project/openslide-bin/
diff --git a/_includes/news.md b/_includes/news.md
index 57cddf8..9cfcf9c 100644
--- a/_includes/news.md
+++ b/_includes/news.md
@@ -1,5 +1,14 @@
 {% include links.md %}
 
+## OpenSlide Python version 1.4.0, 2024-10-29
+
+[OpenSlide Python 1.4.0][python-1.4.0] adds support for OpenSlide [installed
+from PyPI][bin-pypi], adds type hints, adds Linux and macOS wheels, drops
+32-bit Windows wheels, and fixes bugs.
+
+[python-1.4.0]: https://github.com/openslide/openslide-python/releases/tag/v1.4.0
+
+
 ## Binary build 4.0.0.6, 2024-09-29
 
 [Binary build 4.0.0.6][bin-4.0.0.6] switches from zlib to zlib-ng and
@@ -78,6 +87,8 @@ users to easily install the latest OpenSlide and OpenSlide Python releases
 before they reach Ubuntu.
 
 
+{% if page.news_show_extended %}
+
 ## OpenSlide Python version 1.3.1, 2023-10-08
 
 OpenSlide Python 1.3.1 updates the docs and example tools to transform
@@ -93,8 +104,6 @@ where available, and updates the Deep Zoom example tools to transform images
 to sRGB by default.
 
 
-{% if page.news_show_extended %}
-
 ## New Windows build, 2023-04-14
 
 Windows build 20230414 integrates most dependencies into the OpenSlide
diff --git a/_includes/source-release-table.md b/_includes/source-release-table.md
index a3eacd9..869160d 100644
--- a/_includes/source-release-table.md
+++ b/_includes/source-release-table.md
@@ -16,6 +16,11 @@
 <div class="releases indent">
   <table>
     {% for release in releases %}
+      {% if release.src_ %}
+        {% capture srcname %}{{ package|replace:'-','_' }}{% endcapture %}
+      {% else %}
+        {% assign srcname = package %}
+      {% endif %}
       <tr class="{% cycle package: 'odd', 'even' %}">
         <th>
           <a href="https://github.com/openslide/{{ package }}/releases/tag/v{{ release.version }}">
@@ -25,14 +30,14 @@
         <td>{{ release.date }}</td>
         <td>
           {% if release.gz %}
-            <a href="https://github.com/openslide/{{ package }}/releases/download/v{{ release.version }}/{{ package }}-{{ release.version }}.tar.gz">tar.gz</a>
+            <a href="https://github.com/openslide/{{ package }}/releases/download/v{{ release.version }}/{{ srcname }}-{{ release.version }}.tar.gz">tar.gz</a>
           {% elsif release.gh %}
             <a href="https://github.com/openslide/{{ package }}/archive/refs/tags/v{{ release.version }}.tar.gz">tar.gz</a>
           {% endif %}
         </td>
         <td>
           {% if release.xz %}
-            <a href="https://github.com/openslide/{{ package }}/releases/download/v{{ release.version }}/{{ package }}-{{ release.version }}.tar.xz">tar.xz</a>
+            <a href="https://github.com/openslide/{{ package }}/releases/download/v{{ release.version }}/{{ srcname }}-{{ release.version }}.tar.xz">tar.xz</a>
           {% endif %}
         </td>
         {% if any_gh %}
diff --git a/api/python/.buildinfo b/api/python/.buildinfo
deleted file mode 100644
index 54bc889..0000000
--- a/api/python/.buildinfo
+++ /dev/null
@@ -1,4 +0,0 @@
-# Sphinx build info version 1
-# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 649529fedf9563f0502c9a44ea576041
-tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/api/python/index.html b/api/python/index.html
index 35a5617..cb96d4d 100644
--- a/api/python/index.html
+++ b/api/python/index.html
@@ -5,20 +5,20 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>OpenSlide Python &#8212; OpenSlide Python 1.3.1 documentation</title>
+    <title>OpenSlide Python &#8212; OpenSlide Python 1.4.0 documentation</title>
     <link rel="stylesheet" type="text/css" href="static/pygments.css?v=fa44fd50" />
-    <link rel="stylesheet" type="text/css" href="static/classic.css?v=0dc0530d" />
+    <link rel="stylesheet" type="text/css" href="static/classic.css?v=f11ead97" />
     
-    <script src="static/documentation_options.js?v=bb516dca"></script>
-    <script src="static/doctools.js?v=888ff710"></script>
+    <script src="static/documentation_options.js?v=9172181d"></script>
+    <script src="static/doctools.js?v=9bcbadda"></script>
     <script src="static/sphinx_highlight.js?v=dc90522c"></script>
     
     <link rel="search" title="Search" href="search.html" /> 
   </head><body>
-    <div class="related" role="navigation" aria-label="related navigation">
+    <div class="related" role="navigation" aria-label="Related">
       <h3>Navigation</h3>
       <ul>
-        <li class="nav-item nav-item-0"><a href="#">OpenSlide Python 1.3.1 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="#">OpenSlide Python 1.4.0 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">OpenSlide Python</a></li> 
       </ul>
     </div>  
@@ -50,22 +50,26 @@ <h1>OpenSlide Python<a class="headerlink" href="#openslide-python" title="Link t
 <li><p><a class="reference external" href="https://openslide.org/formats/sakura/">Sakura</a> (<code class="docutils literal notranslate"><span class="pre">.svslide</span></code>)</p></li>
 <li><p><a class="reference external" href="https://openslide.org/formats/trestle/">Trestle</a> (<code class="docutils literal notranslate"><span class="pre">.tif</span></code>)</p></li>
 <li><p><a class="reference external" href="https://openslide.org/formats/ventana/">Ventana</a> (<code class="docutils literal notranslate"><span class="pre">.bif</span></code>, <code class="docutils literal notranslate"><span class="pre">.tif</span></code>)</p></li>
+<li><p><a class="reference external" href="https://openslide.org/formats/zeiss/">Zeiss</a> (<code class="docutils literal notranslate"><span class="pre">.czi</span></code>)</p></li>
 <li><p><a class="reference external" href="https://openslide.org/formats/generic-tiff/">Generic tiled TIFF</a> (<code class="docutils literal notranslate"><span class="pre">.tif</span></code>)</p></li>
 </ul>
 <p>OpenSlide Python is released under the terms of the <a class="reference external" href="https://openslide.org/license/">GNU Lesser General
 Public License, version 2.1</a>.</p>
 <section id="installing">
 <h2>Installing<a class="headerlink" href="#installing" title="Link to this heading">¶</a></h2>
-<p>OpenSlide Python requires <a class="reference external" href="https://openslide.org/">OpenSlide</a>, which must be installed separately.</p>
-<p>On Linux and macOS, the easiest way to get both components is to <a class="reference external" href="https://openslide.org/download/#distribution-packages">install</a>
-with a package manager that packages both, such as <a class="reference external" href="https://anaconda.org/">Anaconda</a>, DNF or Apt on
-Linux systems, or <a class="reference external" href="https://www.macports.org/">MacPorts</a> on macOS systems.  You can also install
+<p>OpenSlide Python requires <a class="reference external" href="https://openslide.org/">OpenSlide</a>, which must be installed separately.
+If you intend to use OpenSlide only with Python, the easiest way to get it
+is to install the <a class="reference external" href="https://pypi.org/project/openslide-bin/">openslide-bin</a> Python package with
+<code class="docutils literal notranslate"><span class="pre">pip</span> <span class="pre">install</span> <span class="pre">openslide-bin</span></code>.</p>
+<p>On Linux and macOS, you can also <a class="reference external" href="https://openslide.org/download/#distribution-packages">install</a> both OpenSlide and OpenSlide
+Python with a package manager that packages both, such as <a class="reference external" href="https://anaconda.org/">Anaconda</a>, DNF or
+Apt on Linux systems, or <a class="reference external" href="https://www.macports.org/">MacPorts</a> on macOS systems.  Or, you can install
 OpenSlide Python with <a class="reference external" href="https://pip.pypa.io/en/stable/">pip</a> after installing OpenSlide with a package manager
 or from <a class="reference external" href="https://openslide.org/download/#source">source</a>.  Except for pip, do not mix OpenSlide and OpenSlide Python
 from different package managers (for example, OpenSlide from MacPorts and
 OpenSlide Python from Anaconda), since you’ll get library conflicts.</p>
-<p>On Windows, download the OpenSlide <a class="reference external" href="https://openslide.org/download/#windows-binaries">Windows binaries</a> and extract them
-to a known path.  Then, import <code class="docutils literal notranslate"><span class="pre">openslide</span></code> inside a
+<p>On Windows, you can also download the OpenSlide <a class="reference external" href="https://openslide.org/download/#binaries">Windows binaries</a> and
+extract them to a known path.  Then, import <code class="docutils literal notranslate"><span class="pre">openslide</span></code> inside a
 <code class="docutils literal notranslate"><span class="pre">with</span> <span class="pre">os.add_dll_directory()</span></code> statement:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="c1"># The path can also be read from a config file, etc.</span>
 <span class="n">OPENSLIDE_PATH</span> <span class="o">=</span> <span class="sa">r</span><span class="s1">&#39;c:\path\to\openslide-win64\bin&#39;</span>
@@ -86,7 +90,7 @@ <h2>Basic usage<a class="headerlink" href="#basic-usage" title="Link to this hea
 <span id="openslide-objects"></span><h3>OpenSlide objects<a class="headerlink" href="#module-openslide" title="Link to this heading">¶</a></h3>
 <dl class="py class">
 <dt class="sig sig-object py" id="openslide.OpenSlide">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">openslide.</span></span><span class="sig-name descname"><span class="pre">OpenSlide</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filename</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.OpenSlide" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">openslide.</span></span><span class="sig-name descname"><span class="pre">OpenSlide</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filename</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#bytes" title="(in Python v3.13)"><span class="pre">bytes</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/os.html#os.PathLike" title="(in Python v3.13)"><span class="pre">PathLike</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.OpenSlide" title="Link to this definition">¶</a></dt>
 <dd><p>An open whole-slide image.</p>
 <p>If any operation on the object fails, <a class="reference internal" href="#openslide.OpenSlideError" title="openslide.OpenSlideError"><code class="xref py py-exc docutils literal notranslate"><span class="pre">OpenSlideError</span></code></a> is raised.
 OpenSlide has latching error semantics: once <a class="reference internal" href="#openslide.OpenSlideError" title="openslide.OpenSlideError"><code class="xref py py-exc docutils literal notranslate"><span class="pre">OpenSlideError</span></code></a> is
@@ -97,7 +101,7 @@ <h2>Basic usage<a class="headerlink" href="#basic-usage" title="Link to this hea
 closed upon exiting the context.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>filename</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.12)"><em>str</em></a>) – the file to open</p>
+<dd class="field-odd"><p><strong>filename</strong> – the file to open</p>
 </dd>
 <dt class="field-even">Raises<span class="colon">:</span></dt>
 <dd class="field-even"><ul class="simple">
@@ -109,14 +113,14 @@ <h2>Basic usage<a class="headerlink" href="#basic-usage" title="Link to this hea
 </dl>
 <dl class="py method">
 <dt class="sig sig-object py" id="openslide.OpenSlide.detect_format">
-<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">detect_format</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filename</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.OpenSlide.detect_format" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">detect_format</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filename</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#bytes" title="(in Python v3.13)"><span class="pre">bytes</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/os.html#os.PathLike" title="(in Python v3.13)"><span class="pre">PathLike</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></span></span><a class="headerlink" href="#openslide.OpenSlide.detect_format" title="Link to this definition">¶</a></dt>
 <dd><p>Return a string describing the format vendor of the specified file.
 This string is also accessible via the <a class="reference internal" href="#openslide.PROPERTY_NAME_VENDOR" title="openslide.PROPERTY_NAME_VENDOR"><code class="xref py py-data docutils literal notranslate"><span class="pre">PROPERTY_NAME_VENDOR</span></code></a>
 property.</p>
-<p>If the file is not recognized, return <a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.12)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></a>.</p>
+<p>If the file is not recognized, return <a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></a>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>filename</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.12)"><em>str</em></a>) – the file to examine</p>
+<dd class="field-odd"><p><strong>filename</strong> – the file to examine</p>
 </dd>
 </dl>
 </dd></dl>
@@ -126,68 +130,101 @@ <h2>Basic usage<a class="headerlink" href="#basic-usage" title="Link to this hea
 <span class="sig-name descname"><span class="pre">level_count</span></span><a class="headerlink" href="#openslide.OpenSlide.level_count" title="Link to this definition">¶</a></dt>
 <dd><p>The number of levels in the slide.  Levels are numbered from <code class="docutils literal notranslate"><span class="pre">0</span></code>
 (highest resolution) to <code class="docutils literal notranslate"><span class="pre">level_count</span> <span class="pre">-</span> <span class="pre">1</span></code> (lowest resolution).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)">int</a></p>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="openslide.OpenSlide.dimensions">
 <span class="sig-name descname"><span class="pre">dimensions</span></span><a class="headerlink" href="#openslide.OpenSlide.dimensions" title="Link to this definition">¶</a></dt>
 <dd><p>A <code class="docutils literal notranslate"><span class="pre">(width,</span> <span class="pre">height)</span></code> tuple for level 0 of the slide.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)">tuple</a>[<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)">int</a>, <a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)">int</a>]</p>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="openslide.OpenSlide.level_dimensions">
 <span class="sig-name descname"><span class="pre">level_dimensions</span></span><a class="headerlink" href="#openslide.OpenSlide.level_dimensions" title="Link to this definition">¶</a></dt>
-<dd><p>A list of <code class="docutils literal notranslate"><span class="pre">(width,</span> <span class="pre">height)</span></code> tuples, one for each level of the slide.
+<dd><p>A tuple of <code class="docutils literal notranslate"><span class="pre">(width,</span> <span class="pre">height)</span></code> tuples, one for each level of the slide.
 <code class="docutils literal notranslate"><span class="pre">level_dimensions[k]</span></code> are the dimensions of level <code class="docutils literal notranslate"><span class="pre">k</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)">tuple</a>[<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)">tuple</a>[<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)">int</a>, <a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)">int</a>], …]</p>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="openslide.OpenSlide.level_downsamples">
 <span class="sig-name descname"><span class="pre">level_downsamples</span></span><a class="headerlink" href="#openslide.OpenSlide.level_downsamples" title="Link to this definition">¶</a></dt>
-<dd><p>A list of downsample factors for each level of the slide.
+<dd><p>A tuple of downsample factors for each level of the slide.
 <code class="docutils literal notranslate"><span class="pre">level_downsamples[k]</span></code> is the downsample factor of level <code class="docutils literal notranslate"><span class="pre">k</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)">tuple</a>[<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.13)">float</a>, …]</p>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="openslide.OpenSlide.properties">
 <span class="sig-name descname"><span class="pre">properties</span></span><a class="headerlink" href="#openslide.OpenSlide.properties" title="Link to this definition">¶</a></dt>
 <dd><p>Metadata about the slide, in the form of a
-<a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Mapping" title="(in Python v3.12)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Mapping</span></code></a> from OpenSlide property name to
-property value.  Property values are always strings.  OpenSlide
-provides some <a class="reference internal" href="#standard-properties"><span class="std std-ref">Standard properties</span></a>, plus
-additional properties that vary by slide format.</p>
+<a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Mapping" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Mapping</span></code></a> from OpenSlide property name to
+property value.  OpenSlide provides some <a class="reference internal" href="#standard-properties"><span class="std std-ref">Standard properties</span></a>,
+plus additional properties that vary by slide format.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Mapping" title="(in Python v3.13)"><em>Mapping</em></a>[<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)">str</a>, <a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)">str</a>]</p>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="openslide.OpenSlide.associated_images">
 <span class="sig-name descname"><span class="pre">associated_images</span></span><a class="headerlink" href="#openslide.OpenSlide.associated_images" title="Link to this definition">¶</a></dt>
 <dd><p>Images, such as label or macro images, which are associated with this
-slide.  This is a <a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Mapping" title="(in Python v3.12)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Mapping</span></code></a> from image
-name to RGBA <a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image" title="(in Pillow (PIL Fork) v10.1.0.dev0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a>.</p>
+slide.  This is a <a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Mapping" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Mapping</span></code></a> from image
+name to RGBA <a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image" title="(in Pillow (PIL Fork) v11.1.0.dev0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a>.</p>
 <p>Unlike in the C interface, these images are not premultiplied.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Mapping" title="(in Python v3.13)"><em>Mapping</em></a>[<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)">str</a>, <a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image" title="(in Pillow (PIL Fork) v11.1.0.dev0)"><em>Image</em></a>]</p>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="openslide.OpenSlide.color_profile">
 <span class="sig-name descname"><span class="pre">color_profile</span></span><a class="headerlink" href="#openslide.OpenSlide.color_profile" title="Link to this definition">¶</a></dt>
 <dd><p>The embedded <a class="reference internal" href="#color-management"><span class="std std-ref">color profile</span></a> for this slide,
-as a Pillow <code class="xref py py-class docutils literal notranslate"><span class="pre">ImageCmsProfile</span></code>, or <a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.12)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></a> if
-not available.</p>
+or <a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></a> if not available.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/ImageCms.html#PIL.ImageCms.ImageCmsProfile" title="(in Pillow (PIL Fork) v11.1.0.dev0)"><em>ImageCmsProfile</em></a> | None</p>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="openslide.OpenSlide.read_region">
-<span class="sig-name descname"><span class="pre">read_region</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">location</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">level</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">size</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.OpenSlide.read_region" title="Link to this definition">¶</a></dt>
-<dd><p>Return an RGBA <a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image" title="(in Pillow (PIL Fork) v10.1.0.dev0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a> containing the
-contents of the specified region.</p>
+<span class="sig-name descname"><span class="pre">read_region</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)"><span class="pre">tuple</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">level</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">size</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)"><span class="pre">tuple</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image" title="(in Pillow (PIL Fork) v11.1.0.dev0)"><span class="pre">Image</span></a></span></span><a class="headerlink" href="#openslide.OpenSlide.read_region" title="Link to this definition">¶</a></dt>
+<dd><p>Return an RGBA <a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image" title="(in Pillow (PIL Fork) v11.1.0.dev0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a> containing the contents of
+the specified region.</p>
 <p>Unlike in the C interface, the image data is not premultiplied.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.12)"><em>tuple</em></a>) – <code class="docutils literal notranslate"><span class="pre">(x,</span> <span class="pre">y)</span></code> tuple giving the top left pixel in
-the level 0 reference frame</p></li>
-<li><p><strong>level</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.12)"><em>int</em></a>) – the level number</p></li>
-<li><p><strong>size</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.12)"><em>tuple</em></a>) – <code class="docutils literal notranslate"><span class="pre">(width,</span> <span class="pre">height)</span></code> tuple giving the region size</p></li>
+<li><p><strong>location</strong> – <code class="docutils literal notranslate"><span class="pre">(x,</span> <span class="pre">y)</span></code> tuple giving the top left pixel in the
+level 0 reference frame</p></li>
+<li><p><strong>level</strong> – the level number</p></li>
+<li><p><strong>size</strong> – <code class="docutils literal notranslate"><span class="pre">(width,</span> <span class="pre">height)</span></code> tuple giving the region size</p></li>
 </ul>
 </dd>
 </dl>
@@ -195,37 +232,37 @@ <h2>Basic usage<a class="headerlink" href="#basic-usage" title="Link to this hea
 
 <dl class="py method">
 <dt class="sig sig-object py" id="openslide.OpenSlide.get_best_level_for_downsample">
-<span class="sig-name descname"><span class="pre">get_best_level_for_downsample</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">downsample</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.OpenSlide.get_best_level_for_downsample" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">get_best_level_for_downsample</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">downsample</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.13)"><span class="pre">float</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></span></span><a class="headerlink" href="#openslide.OpenSlide.get_best_level_for_downsample" title="Link to this definition">¶</a></dt>
 <dd><p>Return the best level for displaying the given downsample.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>downsample</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>) – the desired downsample factor</p>
+<dd class="field-odd"><p><strong>downsample</strong> – the desired downsample factor</p>
 </dd>
 </dl>
 </dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="openslide.OpenSlide.get_thumbnail">
-<span class="sig-name descname"><span class="pre">get_thumbnail</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">size</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.OpenSlide.get_thumbnail" title="Link to this definition">¶</a></dt>
-<dd><p>Return an <a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image" title="(in Pillow (PIL Fork) v10.1.0.dev0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a> containing an RGB thumbnail
-of the slide.</p>
+<span class="sig-name descname"><span class="pre">get_thumbnail</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">size</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)"><span class="pre">tuple</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image" title="(in Pillow (PIL Fork) v11.1.0.dev0)"><span class="pre">Image</span></a></span></span><a class="headerlink" href="#openslide.OpenSlide.get_thumbnail" title="Link to this definition">¶</a></dt>
+<dd><p>Return an <a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image" title="(in Pillow (PIL Fork) v11.1.0.dev0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a> containing an RGB thumbnail of the
+slide.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>size</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.12)"><em>tuple</em></a>) – the maximum size of the thumbnail as a
-<code class="docutils literal notranslate"><span class="pre">(width,</span> <span class="pre">height)</span></code> tuple</p>
+<dd class="field-odd"><p><strong>size</strong> – the maximum size of the thumbnail as a <code class="docutils literal notranslate"><span class="pre">(width,</span> <span class="pre">height)</span></code>
+tuple</p>
 </dd>
 </dl>
 </dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="openslide.OpenSlide.set_cache">
-<span class="sig-name descname"><span class="pre">set_cache</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cache</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.OpenSlide.set_cache" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">set_cache</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cache</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#openslide.OpenSlideCache" title="openslide.OpenSlideCache"><span class="pre">OpenSlideCache</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></span></span><a class="headerlink" href="#openslide.OpenSlide.set_cache" title="Link to this definition">¶</a></dt>
 <dd><p>Use the specified <a class="reference internal" href="#openslide.OpenSlideCache" title="openslide.OpenSlideCache"><code class="xref py py-class docutils literal notranslate"><span class="pre">OpenSlideCache</span></code></a> to store recently decoded
 slide tiles.  By default, the <a class="reference internal" href="#openslide.OpenSlide" title="openslide.OpenSlide"><code class="xref py py-class docutils literal notranslate"><span class="pre">OpenSlide</span></code></a> has a private cache
 with a default size.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>cache</strong> (<a class="reference internal" href="#openslide.OpenSlideCache" title="openslide.OpenSlideCache"><em>OpenSlideCache</em></a>) – a cache object</p>
+<dd class="field-odd"><p><strong>cache</strong> – a cache object</p>
 </dd>
 <dt class="field-even">Raises<span class="colon">:</span></dt>
 <dd class="field-even"><p><a class="reference internal" href="#openslide.OpenSlideVersionError" title="openslide.OpenSlideVersionError"><strong>OpenSlideVersionError</strong></a> – if OpenSlide is older than version 4.0.0</p>
@@ -235,7 +272,7 @@ <h2>Basic usage<a class="headerlink" href="#basic-usage" title="Link to this hea
 
 <dl class="py method">
 <dt class="sig sig-object py" id="openslide.OpenSlide.close">
-<span class="sig-name descname"><span class="pre">close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#openslide.OpenSlide.close" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><span class="pre">None</span></a></span></span><a class="headerlink" href="#openslide.OpenSlide.close" title="Link to this definition">¶</a></dt>
 <dd><p>Close the OpenSlide object.</p>
 </dd></dl>
 
@@ -247,15 +284,15 @@ <h2>Basic usage<a class="headerlink" href="#basic-usage" title="Link to this hea
 <p>Every slide region, associated image, thumbnail, and Deep Zoom tile produced
 by OpenSlide Python includes a reference to an ICC color profile whenever a
 profile is available for the underlying pixel data.  Profiles are stored as
-a <a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#bytes" title="(in Python v3.12)"><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code></a> object in
-<a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image.info" title="(in Pillow (PIL Fork) v10.1.0.dev0)"><code class="xref py py-attr docutils literal notranslate"><span class="pre">Image.info</span></code></a><code class="xref py py-attr docutils literal notranslate"><span class="pre">['icc_profile']</span></code>.  If no
+a <a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#bytes" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">bytes</span></code></a> object in
+<a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image.info" title="(in Pillow (PIL Fork) v11.1.0.dev0)"><code class="xref py py-attr docutils literal notranslate"><span class="pre">Image.info</span></code></a><code class="xref py py-attr docutils literal notranslate"><span class="pre">['icc_profile']</span></code>.  If no
 profile is available, the <code class="xref py py-attr docutils literal notranslate"><span class="pre">icc_profile</span></code> dictionary key is absent.</p>
 <p>To include the profile in an image file when saving the image to disk:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">image</span><span class="o">.</span><span class="n">save</span><span class="p">(</span><span class="n">filename</span><span class="p">,</span> <span class="n">icc_profile</span><span class="o">=</span><span class="n">image</span><span class="o">.</span><span class="n">info</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;icc_profile&#39;</span><span class="p">))</span>
 </pre></div>
 </div>
 <p>To perform color conversions using the profile, import it into
-<a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/ImageCms.html#module-PIL.ImageCms" title="(in Pillow (PIL Fork) v10.1.0.dev0)"><code class="xref py py-mod docutils literal notranslate"><span class="pre">ImageCms</span></code></a>.  For example, to synthesize an sRGB profile
+<a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/ImageCms.html#module-PIL.ImageCms" title="(in Pillow (PIL Fork) v11.1.0.dev0)"><code class="xref py py-mod docutils literal notranslate"><span class="pre">ImageCms</span></code></a>.  For example, to synthesize an sRGB profile
 and use it to transform an image for display, with the default rendering
 intent of the image’s profile:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">io</span> <span class="kn">import</span> <span class="n">BytesIO</span>
@@ -273,8 +310,8 @@ <h2>Basic usage<a class="headerlink" href="#basic-usage" title="Link to this hea
 <p>All pyramid regions in a slide have the same profile, but each associated
 image can have its own profile.  As a convenience, the former is also
 available as <a class="reference internal" href="#openslide.OpenSlide.color_profile" title="openslide.OpenSlide.color_profile"><code class="xref py py-attr docutils literal notranslate"><span class="pre">OpenSlide.color_profile</span></code></a>, already parsed into an
-<code class="xref py py-class docutils literal notranslate"><span class="pre">ImageCmsProfile</span></code> object.  You can save processing time
-by building an <a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/ImageCms.html#PIL.ImageCms.ImageCmsTransform" title="(in Pillow (PIL Fork) v10.1.0.dev0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageCmsTransform</span></code></a> for the slide and
+<a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/ImageCms.html#PIL.ImageCms.ImageCmsProfile" title="(in Pillow (PIL Fork) v11.1.0.dev0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageCmsProfile</span></code></a> object.  You can save processing time
+by building an <a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/ImageCms.html#PIL.ImageCms.ImageCmsTransform" title="(in Pillow (PIL Fork) v11.1.0.dev0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageCmsTransform</span></code></a> for the slide and
 reusing it for multiple slide regions:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">toProfile</span> <span class="o">=</span> <span class="n">ImageCms</span><span class="o">.</span><span class="n">createProfile</span><span class="p">(</span><span class="s1">&#39;sRGB&#39;</span><span class="p">)</span>
 <span class="n">intent</span> <span class="o">=</span> <span class="n">ImageCms</span><span class="o">.</span><span class="n">getDefaultIntent</span><span class="p">(</span><span class="n">slide</span><span class="o">.</span><span class="n">color_profile</span><span class="p">)</span>
@@ -290,14 +327,14 @@ <h2>Basic usage<a class="headerlink" href="#basic-usage" title="Link to this hea
 <h3>Caching<a class="headerlink" href="#caching" title="Link to this heading">¶</a></h3>
 <dl class="py class">
 <dt class="sig sig-object py" id="openslide.OpenSlideCache">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">openslide.</span></span><span class="sig-name descname"><span class="pre">OpenSlideCache</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">capacity</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.OpenSlideCache" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">openslide.</span></span><span class="sig-name descname"><span class="pre">OpenSlideCache</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">capacity</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.OpenSlideCache" title="Link to this definition">¶</a></dt>
 <dd><p>An in-memory tile cache.</p>
 <p>Tile caches can be attached to one or more <a class="reference internal" href="#openslide.OpenSlide" title="openslide.OpenSlide"><code class="xref py py-class docutils literal notranslate"><span class="pre">OpenSlide</span></code></a> objects
 with <a class="reference internal" href="#openslide.OpenSlide.set_cache" title="openslide.OpenSlide.set_cache"><code class="xref py py-meth docutils literal notranslate"><span class="pre">OpenSlide.set_cache()</span></code></a> to cache recently-decoded tiles.  By
 default, each <a class="reference internal" href="#openslide.OpenSlide" title="openslide.OpenSlide"><code class="xref py py-class docutils literal notranslate"><span class="pre">OpenSlide</span></code></a> has its own cache with a default size.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>capacity</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.12)"><em>int</em></a>) – the cache capacity in bytes</p>
+<dd class="field-odd"><p><strong>capacity</strong> – the cache capacity in bytes</p>
 </dd>
 <dt class="field-even">Raises<span class="colon">:</span></dt>
 <dd class="field-even"><p><a class="reference internal" href="#openslide.OpenSlideVersionError" title="openslide.OpenSlideVersionError"><strong>OpenSlideVersionError</strong></a> – if OpenSlide is older than version 4.0.0</p>
@@ -414,35 +451,41 @@ <h3>Exceptions<a class="headerlink" href="#exceptions" title="Link to this headi
 </section>
 <section id="wrapping-a-pillow-image">
 <span id="wrapping-a-pil-image"></span><h2>Wrapping a Pillow Image<a class="headerlink" href="#wrapping-a-pillow-image" title="Link to this heading">¶</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="openslide.AbstractSlide">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">openslide.</span></span><span class="sig-name descname"><span class="pre">AbstractSlide</span></span><a class="headerlink" href="#openslide.AbstractSlide" title="Link to this definition">¶</a></dt>
+<dd><p>The abstract base class of <a class="reference internal" href="#openslide.OpenSlide" title="openslide.OpenSlide"><code class="xref py py-class docutils literal notranslate"><span class="pre">OpenSlide</span></code></a> and <a class="reference internal" href="#openslide.ImageSlide" title="openslide.ImageSlide"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageSlide</span></code></a>.</p>
+</dd></dl>
+
 <dl class="py class">
 <dt class="sig sig-object py" id="openslide.ImageSlide">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">openslide.</span></span><span class="sig-name descname"><span class="pre">ImageSlide</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">file</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.ImageSlide" title="Link to this definition">¶</a></dt>
-<dd><p>A wrapper around an <a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image" title="(in Pillow (PIL Fork) v10.1.0.dev0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a> object that
-provides an <a class="reference internal" href="#openslide.OpenSlide" title="openslide.OpenSlide"><code class="xref py py-class docutils literal notranslate"><span class="pre">OpenSlide</span></code></a>-compatible API.</p>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">openslide.</span></span><span class="sig-name descname"><span class="pre">ImageSlide</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">file</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#bytes" title="(in Python v3.13)"><span class="pre">bytes</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/os.html#os.PathLike" title="(in Python v3.13)"><span class="pre">PathLike</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image" title="(in Pillow (PIL Fork) v11.1.0.dev0)"><span class="pre">Image</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.ImageSlide" title="Link to this definition">¶</a></dt>
+<dd><p>A wrapper around an <a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image" title="(in Pillow (PIL Fork) v11.1.0.dev0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a> object that provides an
+<a class="reference internal" href="#openslide.OpenSlide" title="openslide.OpenSlide"><code class="xref py py-class docutils literal notranslate"><span class="pre">OpenSlide</span></code></a>-compatible API.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>file</strong> – a filename or <a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image" title="(in Pillow (PIL Fork) v10.1.0.dev0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a> object</p>
+<dd class="field-odd"><p><strong>file</strong> – a filename or <a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image" title="(in Pillow (PIL Fork) v11.1.0.dev0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a> object</p>
 </dd>
 <dt class="field-even">Raises<span class="colon">:</span></dt>
-<dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3/library/exceptions.html#OSError" title="(in Python v3.12)"><strong>OSError</strong></a> – if the file cannot be opened</p>
+<dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3/library/exceptions.html#OSError" title="(in Python v3.13)"><strong>OSError</strong></a> – if the file cannot be opened</p>
 </dd>
 </dl>
 </dd></dl>
 
 <dl class="py function">
 <dt class="sig sig-object py" id="openslide.open_slide">
-<span class="sig-prename descclassname"><span class="pre">openslide.</span></span><span class="sig-name descname"><span class="pre">open_slide</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filename</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.open_slide" title="Link to this definition">¶</a></dt>
+<span class="sig-prename descclassname"><span class="pre">openslide.</span></span><span class="sig-name descname"><span class="pre">open_slide</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filename</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#bytes" title="(in Python v3.13)"><span class="pre">bytes</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/os.html#os.PathLike" title="(in Python v3.13)"><span class="pre">PathLike</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#openslide.OpenSlide" title="openslide.OpenSlide"><span class="pre">OpenSlide</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#openslide.ImageSlide" title="openslide.ImageSlide"><span class="pre">ImageSlide</span></a></span></span><a class="headerlink" href="#openslide.open_slide" title="Link to this definition">¶</a></dt>
 <dd><p>Return an <a class="reference internal" href="#openslide.OpenSlide" title="openslide.OpenSlide"><code class="xref py py-class docutils literal notranslate"><span class="pre">OpenSlide</span></code></a> for whole-slide images and an
 <a class="reference internal" href="#openslide.ImageSlide" title="openslide.ImageSlide"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageSlide</span></code></a> for other types of images.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>filename</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.12)"><em>str</em></a>) – the file to open</p>
+<dd class="field-odd"><p><strong>filename</strong> – the file to open</p>
 </dd>
 <dt class="field-even">Raises<span class="colon">:</span></dt>
 <dd class="field-even"><ul class="simple">
 <li><p><a class="reference internal" href="#openslide.OpenSlideError" title="openslide.OpenSlideError"><strong>OpenSlideError</strong></a> – if the file is recognized by OpenSlide but an
 error occurred</p></li>
-<li><p><a class="reference external" href="https://docs.python.org/3/library/exceptions.html#OSError" title="(in Python v3.12)"><strong>OSError</strong></a> – if the file is not recognized at all</p></li>
+<li><p><a class="reference external" href="https://docs.python.org/3/library/exceptions.html#OSError" title="(in Python v3.13)"><strong>OSError</strong></a> – if the file is not recognized at all</p></li>
 </ul>
 </dd>
 </dl>
@@ -457,20 +500,19 @@ <h3>Exceptions<a class="headerlink" href="#exceptions" title="Link to this headi
 Deep Zoom or a similar format.</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="openslide.deepzoom.DeepZoomGenerator">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">openslide.deepzoom.</span></span><span class="sig-name descname"><span class="pre">DeepZoomGenerator</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">osr</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tile_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">254</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">overlap</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit_bounds</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.deepzoom.DeepZoomGenerator" title="Link to this definition">¶</a></dt>
-<dd><p>A Deep Zoom generator that wraps an
-<a class="reference internal" href="#openslide.OpenSlide" title="openslide.OpenSlide"><code class="xref py py-class docutils literal notranslate"><span class="pre">OpenSlide</span></code></a> or
-<a class="reference internal" href="#openslide.ImageSlide" title="openslide.ImageSlide"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageSlide</span></code></a> object.</p>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">openslide.deepzoom.</span></span><span class="sig-name descname"><span class="pre">DeepZoomGenerator</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">osr</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#openslide.AbstractSlide" title="openslide.AbstractSlide"><span class="pre">AbstractSlide</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">tile_size</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">254</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">overlap</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit_bounds</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.deepzoom.DeepZoomGenerator" title="Link to this definition">¶</a></dt>
+<dd><p>A Deep Zoom generator that wraps an <a class="reference internal" href="#openslide.OpenSlide" title="openslide.OpenSlide"><code class="xref py py-class docutils literal notranslate"><span class="pre">OpenSlide</span></code></a> object,
+<a class="reference internal" href="#openslide.ImageSlide" title="openslide.ImageSlide"><code class="xref py py-class docutils literal notranslate"><span class="pre">ImageSlide</span></code></a> object, or user-provided instance of
+<a class="reference internal" href="#openslide.AbstractSlide" title="openslide.AbstractSlide"><code class="xref py py-class docutils literal notranslate"><span class="pre">AbstractSlide</span></code></a>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
 <li><p><strong>osr</strong> – the slide object</p></li>
-<li><p><strong>tile_size</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.12)"><em>int</em></a>) – the width and height of a single tile.  For best
-viewer performance, <code class="docutils literal notranslate"><span class="pre">tile_size</span> <span class="pre">+</span> <span class="pre">2</span> <span class="pre">*</span> <span class="pre">overlap</span></code> should be a power of two.</p></li>
-<li><p><strong>overlap</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.12)"><em>int</em></a>) – the number of extra pixels to add to each interior edge
-of a tile</p></li>
-<li><p><strong>limit_bounds</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.12)"><em>bool</em></a>) – <code class="docutils literal notranslate"><span class="pre">True</span></code> to render only the non-empty slide
-region</p></li>
+<li><p><strong>tile_size</strong> – the width and height of a single tile.  For best viewer
+performance, <code class="docutils literal notranslate"><span class="pre">tile_size</span> <span class="pre">+</span> <span class="pre">2</span> <span class="pre">*</span> <span class="pre">overlap</span></code> should be a power of two.</p></li>
+<li><p><strong>overlap</strong> – the number of extra pixels to add to each interior edge of a
+tile</p></li>
+<li><p><strong>limit_bounds</strong> – <a class="reference external" href="https://docs.python.org/3/library/constants.html#True" title="(in Python v3.13)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">True</span></code></a> to render only the non-empty slide region</p></li>
 </ul>
 </dd>
 </dl>
@@ -478,50 +520,70 @@ <h3>Exceptions<a class="headerlink" href="#exceptions" title="Link to this headi
 <dt class="sig sig-object py" id="openslide.deepzoom.DeepZoomGenerator.level_count">
 <span class="sig-name descname"><span class="pre">level_count</span></span><a class="headerlink" href="#openslide.deepzoom.DeepZoomGenerator.level_count" title="Link to this definition">¶</a></dt>
 <dd><p>The number of Deep Zoom levels in the image.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)">int</a></p>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="openslide.deepzoom.DeepZoomGenerator.tile_count">
 <span class="sig-name descname"><span class="pre">tile_count</span></span><a class="headerlink" href="#openslide.deepzoom.DeepZoomGenerator.tile_count" title="Link to this definition">¶</a></dt>
 <dd><p>The total number of Deep Zoom tiles in the image.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)">int</a></p>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="openslide.deepzoom.DeepZoomGenerator.level_tiles">
 <span class="sig-name descname"><span class="pre">level_tiles</span></span><a class="headerlink" href="#openslide.deepzoom.DeepZoomGenerator.level_tiles" title="Link to this definition">¶</a></dt>
-<dd><p>A list of <code class="docutils literal notranslate"><span class="pre">(tiles_x,</span> <span class="pre">tiles_y)</span></code> tuples for each Deep Zoom level.
+<dd><p>A tuple of <code class="docutils literal notranslate"><span class="pre">(tiles_x,</span> <span class="pre">tiles_y)</span></code> tuples for each Deep Zoom level.
 <code class="docutils literal notranslate"><span class="pre">level_tiles[k]</span></code> are the tile counts of level <code class="docutils literal notranslate"><span class="pre">k</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)">tuple</a>[<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)">tuple</a>[<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)">int</a>, <a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)">int</a>], …]</p>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="py attribute">
 <dt class="sig sig-object py" id="openslide.deepzoom.DeepZoomGenerator.level_dimensions">
 <span class="sig-name descname"><span class="pre">level_dimensions</span></span><a class="headerlink" href="#openslide.deepzoom.DeepZoomGenerator.level_dimensions" title="Link to this definition">¶</a></dt>
-<dd><p>A list of <code class="docutils literal notranslate"><span class="pre">(pixels_x,</span> <span class="pre">pixels_y)</span></code> tuples for each Deep Zoom level.
+<dd><p>A tuple of <code class="docutils literal notranslate"><span class="pre">(pixels_x,</span> <span class="pre">pixels_y)</span></code> tuples for each Deep Zoom level.
 <code class="docutils literal notranslate"><span class="pre">level_dimensions[k]</span></code> are the dimensions of level <code class="docutils literal notranslate"><span class="pre">k</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)">tuple</a>[<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)">tuple</a>[<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)">int</a>, <a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)">int</a>], …]</p>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="openslide.deepzoom.DeepZoomGenerator.get_dzi">
-<span class="sig-name descname"><span class="pre">get_dzi</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">format</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.deepzoom.DeepZoomGenerator.get_dzi" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">get_dzi</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">format</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><span class="pre">str</span></a></span></span><a class="headerlink" href="#openslide.deepzoom.DeepZoomGenerator.get_dzi" title="Link to this definition">¶</a></dt>
 <dd><p>Return a string containing the XML metadata for the Deep Zoom <code class="docutils literal notranslate"><span class="pre">.dzi</span></code>
 file.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><p><strong>format</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.12)"><em>str</em></a>) – the delivery format of the individual tiles
-(<code class="docutils literal notranslate"><span class="pre">png</span></code> or <code class="docutils literal notranslate"><span class="pre">jpeg</span></code>)</p>
+<dd class="field-odd"><p><strong>format</strong> – the delivery format of the individual tiles (<code class="docutils literal notranslate"><span class="pre">png</span></code> or
+<code class="docutils literal notranslate"><span class="pre">jpeg</span></code>)</p>
 </dd>
 </dl>
 </dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="openslide.deepzoom.DeepZoomGenerator.get_tile">
-<span class="sig-name descname"><span class="pre">get_tile</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">level</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.deepzoom.DeepZoomGenerator.get_tile" title="Link to this definition">¶</a></dt>
-<dd><p>Return an RGB <a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image" title="(in Pillow (PIL Fork) v10.1.0.dev0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a> for a tile.</p>
+<span class="sig-name descname"><span class="pre">get_tile</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">level</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)"><span class="pre">tuple</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image" title="(in Pillow (PIL Fork) v11.1.0.dev0)"><span class="pre">Image</span></a></span></span><a class="headerlink" href="#openslide.deepzoom.DeepZoomGenerator.get_tile" title="Link to this definition">¶</a></dt>
+<dd><p>Return an RGB <a class="reference external" href="https://pillow.readthedocs.io/en/latest/reference/Image.html#PIL.Image.Image" title="(in Pillow (PIL Fork) v11.1.0.dev0)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Image</span></code></a> for a tile.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>level</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.12)"><em>int</em></a>) – the Deep Zoom level</p></li>
-<li><p><strong>address</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.12)"><em>tuple</em></a>) – the address of the tile within the level as a
+<li><p><strong>level</strong> – the Deep Zoom level</p></li>
+<li><p><strong>address</strong> – the address of the tile within the level as a
 <code class="docutils literal notranslate"><span class="pre">(column,</span> <span class="pre">row)</span></code> tuple</p></li>
 </ul>
 </dd>
@@ -530,15 +592,15 @@ <h3>Exceptions<a class="headerlink" href="#exceptions" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="openslide.deepzoom.DeepZoomGenerator.get_tile_coordinates">
-<span class="sig-name descname"><span class="pre">get_tile_coordinates</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">level</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.deepzoom.DeepZoomGenerator.get_tile_coordinates" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">get_tile_coordinates</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">level</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)"><span class="pre">tuple</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)"><span class="pre">tuple</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)"><span class="pre">tuple</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)"><span class="pre">tuple</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#openslide.deepzoom.DeepZoomGenerator.get_tile_coordinates" title="Link to this definition">¶</a></dt>
 <dd><p>Return the <a class="reference internal" href="#openslide.OpenSlide.read_region" title="openslide.OpenSlide.read_region"><code class="xref py py-meth docutils literal notranslate"><span class="pre">OpenSlide.read_region()</span></code></a> arguments corresponding to the
 specified tile.</p>
 <p>Most applications should use <a class="reference internal" href="#openslide.deepzoom.DeepZoomGenerator.get_tile" title="openslide.deepzoom.DeepZoomGenerator.get_tile"><code class="xref py py-meth docutils literal notranslate"><span class="pre">get_tile()</span></code></a> instead.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>level</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.12)"><em>int</em></a>) – the Deep Zoom level</p></li>
-<li><p><strong>address</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.12)"><em>tuple</em></a>) – the address of the tile within the level as a
+<li><p><strong>level</strong> – the Deep Zoom level</p></li>
+<li><p><strong>address</strong> – the address of the tile within the level as a
 <code class="docutils literal notranslate"><span class="pre">(column,</span> <span class="pre">row)</span></code> tuple</p></li>
 </ul>
 </dd>
@@ -547,13 +609,13 @@ <h3>Exceptions<a class="headerlink" href="#exceptions" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="openslide.deepzoom.DeepZoomGenerator.get_tile_dimensions">
-<span class="sig-name descname"><span class="pre">get_tile_dimensions</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">level</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#openslide.deepzoom.DeepZoomGenerator.get_tile_dimensions" title="Link to this definition">¶</a></dt>
+<span class="sig-name descname"><span class="pre">get_tile_dimensions</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">level</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)"><span class="pre">tuple</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)"><span class="pre">tuple</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#openslide.deepzoom.DeepZoomGenerator.get_tile_dimensions" title="Link to this definition">¶</a></dt>
 <dd><p>Return a <code class="docutils literal notranslate"><span class="pre">(pixels_x,</span> <span class="pre">pixels_y)</span></code> tuple for the specified tile.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
-<li><p><strong>level</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.12)"><em>int</em></a>) – the Deep Zoom level</p></li>
-<li><p><strong>address</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.12)"><em>tuple</em></a>) – the address of the tile within the level as a
+<li><p><strong>level</strong> – the Deep Zoom level</p></li>
+<li><p><strong>address</strong> – the address of the tile within the level as a
 <code class="docutils literal notranslate"><span class="pre">(column,</span> <span class="pre">row)</span></code> tuple</p></li>
 </ul>
 </dd>
@@ -589,7 +651,7 @@ <h3>Example programs<a class="headerlink" href="#example-programs" title="Link t
           </div>
         </div>
       </div>
-      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+      <div class="sphinxsidebar" role="navigation" aria-label="Main">
         <div class="sphinxsidebarwrapper">
   <div>
     <h3><a href="#">Table of Contents</a></h3>
@@ -644,6 +706,7 @@ <h3><a href="#">Table of Contents</a></h3>
 </ul>
 </li>
 <li><a class="reference internal" href="#wrapping-a-pillow-image">Wrapping a Pillow Image</a><ul>
+<li><a class="reference internal" href="#openslide.AbstractSlide"><code class="docutils literal notranslate"><span class="pre">AbstractSlide</span></code></a></li>
 <li><a class="reference internal" href="#openslide.ImageSlide"><code class="docutils literal notranslate"><span class="pre">ImageSlide</span></code></a></li>
 <li><a class="reference internal" href="#openslide.open_slide"><code class="docutils literal notranslate"><span class="pre">open_slide()</span></code></a></li>
 </ul>
@@ -679,16 +742,16 @@ <h3>This Page</h3>
       </div>
       <div class="clearer"></div>
     </div>
-    <div class="related" role="navigation" aria-label="related navigation">
+    <div class="related" role="navigation" aria-label="Related">
       <h3>Navigation</h3>
       <ul>
-        <li class="nav-item nav-item-0"><a href="#">OpenSlide Python 1.3.1 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="#">OpenSlide Python 1.4.0 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">OpenSlide Python</a></li> 
       </ul>
     </div>
     <div class="footer" role="contentinfo">
-    &#169; Copyright 2010-2023 Carnegie Mellon University and others.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    &#169; Copyright 2010-2024 Carnegie Mellon University and others.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.1.3.
     </div>
   </body>
 </html>
\ No newline at end of file
diff --git a/api/python/objects.inv b/api/python/objects.inv
index f290eda..da447e5 100644
Binary files a/api/python/objects.inv and b/api/python/objects.inv differ
diff --git a/api/python/search.html b/api/python/search.html
index 1845ead..ad911c7 100644
--- a/api/python/search.html
+++ b/api/python/search.html
@@ -4,26 +4,27 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>Search &#8212; OpenSlide Python 1.3.1 documentation</title>
+    <title>Search &#8212; OpenSlide Python 1.4.0 documentation</title>
     <link rel="stylesheet" type="text/css" href="static/pygments.css?v=fa44fd50" />
-    <link rel="stylesheet" type="text/css" href="static/classic.css?v=0dc0530d" />
+    <link rel="stylesheet" type="text/css" href="static/classic.css?v=f11ead97" />
     
     
-    <script src="static/documentation_options.js?v=bb516dca"></script>
-    <script src="static/doctools.js?v=888ff710"></script>
+    <script src="static/documentation_options.js?v=9172181d"></script>
+    <script src="static/doctools.js?v=9bcbadda"></script>
     <script src="static/sphinx_highlight.js?v=dc90522c"></script>
     
     <script src="static/searchtools.js"></script>
     <script src="static/language_data.js"></script>
     <link rel="search" title="Search" href="#" />
-  <script src="searchindex.js" defer></script>
-   
+    <script src="searchindex.js" defer="defer"></script>
+    <meta name="robots" content="noindex" />
+     
 
   </head><body>
-    <div class="related" role="navigation" aria-label="related navigation">
+    <div class="related" role="navigation" aria-label="Related">
       <h3>Navigation</h3>
       <ul>
-        <li class="nav-item nav-item-0"><a href="index.html">OpenSlide Python 1.3.1 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">OpenSlide Python 1.4.0 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Search</a></li> 
       </ul>
     </div>  
@@ -58,32 +59,29 @@ <h1 id="search-documentation">Search</h1>
   </form>
   
   
-  
-  <div id="search-results">
-  
-  </div>
+  <div id="search-results"></div>
   
 
             <div class="clearer"></div>
           </div>
         </div>
       </div>
-      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+      <div class="sphinxsidebar" role="navigation" aria-label="Main">
         <div class="sphinxsidebarwrapper">
         </div>
       </div>
       <div class="clearer"></div>
     </div>
-    <div class="related" role="navigation" aria-label="related navigation">
+    <div class="related" role="navigation" aria-label="Related">
       <h3>Navigation</h3>
       <ul>
-        <li class="nav-item nav-item-0"><a href="index.html">OpenSlide Python 1.3.1 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">OpenSlide Python 1.4.0 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Search</a></li> 
       </ul>
     </div>
     <div class="footer" role="contentinfo">
-    &#169; Copyright 2010-2023 Carnegie Mellon University and others.
-      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    &#169; Copyright 2010-2024 Carnegie Mellon University and others.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.1.3.
     </div>
   </body>
 </html>
\ No newline at end of file
diff --git a/api/python/searchindex.js b/api/python/searchindex.js
index 60c41bf..e1066e6 100644
--- a/api/python/searchindex.js
+++ b/api/python/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"docnames": ["index"], "filenames": ["index.rst"], "titles": ["OpenSlide Python"], "terms": {"i": 0, "interfac": 0, "librari": 0, "c": 0, "provid": 0, "simpl": 0, "read": 0, "whole": 0, "slide": 0, "also": 0, "known": 0, "virtual": 0, "which": 0, "ar": 0, "high": 0, "resolut": 0, "us": 0, "digit": 0, "pathologi": 0, "These": 0, "can": 0, "occupi": 0, "ten": 0, "gigabyt": 0, "when": 0, "uncompress": 0, "so": 0, "cannot": 0, "easili": 0, "tool": 0, "design": 0, "comfort": 0, "ram": 0, "typic": 0, "multi": 0, "allow": 0, "small": 0, "amount": 0, "data": 0, "closest": 0, "desir": 0, "level": 0, "sever": 0, "format": 0, "aperio": 0, "sv": 0, "tif": 0, "dicom": 0, "dcm": 0, "hamamatsu": 0, "ndpi": 0, "vm": 0, "vmu": 0, "leica": 0, "scn": 0, "mirax": 0, "mrx": 0, "philip": 0, "tiff": 0, "sakura": 0, "svslide": 0, "trestl": 0, "ventana": 0, "bif": 0, "gener": 0, "tile": 0, "releas": 0, "under": 0, "term": 0, "gnu": 0, "lesser": 0, "public": 0, "licens": 0, "version": 0, "2": 0, "1": 0, "requir": 0, "must": 0, "separ": 0, "On": 0, "linux": 0, "maco": 0, "easiest": 0, "wai": 0, "get": 0, "both": 0, "compon": 0, "packag": 0, "anaconda": 0, "dnf": 0, "apt": 0, "system": 0, "macport": 0, "you": 0, "pip": 0, "after": 0, "from": 0, "sourc": 0, "do": 0, "mix": 0, "differ": 0, "sinc": 0, "ll": 0, "conflict": 0, "window": 0, "download": 0, "binari": 0, "extract": 0, "them": 0, "path": 0, "Then": 0, "import": 0, "insid": 0, "o": 0, "add_dll_directori": 0, "statement": 0, "The": 0, "config": 0, "file": 0, "etc": 0, "openslide_path": 0, "r": 0, "win64": 0, "bin": 0, "hasattr": 0, "els": 0, "class": 0, "filenam": 0, "an": 0, "open": 0, "If": 0, "ani": 0, "oper": 0, "fail": 0, "openslideerror": 0, "rais": 0, "ha": 0, "latch": 0, "error": 0, "semant": 0, "onc": 0, "all": 0, "futur": 0, "other": 0, "than": 0, "close": 0, "call": 0, "automat": 0, "delet": 0, "mai": 0, "context": 0, "case": 0, "upon": 0, "exit": 0, "paramet": 0, "str": 0, "openslideunsupportedformaterror": 0, "recogn": 0, "occur": 0, "classmethod": 0, "detect_format": 0, "return": 0, "string": 0, "describ": 0, "vendor": 0, "specifi": 0, "thi": 0, "access": 0, "via": 0, "property_name_vendor": 0, "none": 0, "examin": 0, "level_count": 0, "number": 0, "0": 0, "highest": 0, "lowest": 0, "dimens": 0, "A": 0, "width": 0, "height": 0, "tupl": 0, "level_dimens": 0, "list": 0, "one": 0, "each": 0, "k": 0, "level_downsampl": 0, "downsampl": 0, "factor": 0, "metadata": 0, "about": 0, "form": 0, "map": 0, "name": 0, "valu": 0, "alwai": 0, "some": 0, "plu": 0, "addit": 0, "vari": 0, "associated_imag": 0, "label": 0, "macro": 0, "associ": 0, "rgba": 0, "unlik": 0, "premultipli": 0, "color_profil": 0, "embed": 0, "profil": 0, "imagecmsprofil": 0, "avail": 0, "read_region": 0, "locat": 0, "size": 0, "contain": 0, "content": 0, "region": 0, "x": 0, "y": 0, "give": 0, "top": 0, "left": 0, "pixel": 0, "refer": 0, "frame": 0, "int": 0, "get_best_level_for_downsampl": 0, "best": 0, "displai": 0, "given": 0, "float": 0, "get_thumbnail": 0, "rgb": 0, "thumbnail": 0, "maximum": 0, "set_cach": 0, "openslidecach": 0, "store": 0, "recent": 0, "decod": 0, "By": 0, "default": 0, "privat": 0, "openslideversionerror": 0, "older": 0, "4": 0, "everi": 0, "produc": 0, "includ": 0, "icc": 0, "whenev": 0, "underli": 0, "byte": 0, "info": 0, "icc_profil": 0, "dictionari": 0, "kei": 0, "absent": 0, "To": 0, "save": 0, "disk": 0, "perform": 0, "convers": 0, "imagecm": 0, "For": 0, "synthes": 0, "srgb": 0, "transform": 0, "render": 0, "intent": 0, "": 0, "io": 0, "bytesio": 0, "pil": 0, "fromprofil": 0, "getopenprofil": 0, "toprofil": 0, "createprofil": 0, "getdefaultint": 0, "profiletoprofil": 0, "true": 0, "convert": 0, "instead": 0, "pyramid": 0, "have": 0, "same": 0, "its": 0, "own": 0, "As": 0, "conveni": 0, "former": 0, "alreadi": 0, "pars": 0, "process": 0, "time": 0, "build": 0, "imagecmstransform": 0, "reus": 0, "multipl": 0, "buildtransform": 0, "applytransform": 0, "capac": 0, "memori": 0, "attach": 0, "more": 0, "modul": 0, "attribut": 0, "commonli": 0, "property_name_com": 0, "comment": 0, "identif": 0, "property_name_quickhash1": 0, "quickhash": 0, "sum": 0, "property_name_background_color": 0, "background": 0, "It": 0, "repres": 0, "hex": 0, "triplet": 0, "property_name_objective_pow": 0, "power": 0, "property_name_mpp_x": 0, "micron": 0, "per": 0, "property_name_mpp_i": 0, "property_name_bounds_x": 0, "coordin": 0, "rectangl": 0, "bound": 0, "non": 0, "empti": 0, "property_name_bounds_i": 0, "property_name_bounds_width": 0, "property_name_bounds_height": 0, "been": 0, "particular": 0, "doe": 0, "request": 0, "subclass": 0, "function": 0, "imageslid": 0, "wrapper": 0, "around": 0, "compat": 0, "api": 0, "oserror": 0, "open_slid": 0, "type": 0, "individu": 0, "web": 0, "browser": 0, "without": 0, "entir": 0, "similar": 0, "deepzoom": 0, "deepzoomgener": 0, "osr": 0, "tile_s": 0, "254": 0, "overlap": 0, "limit_bound": 0, "fals": 0, "singl": 0, "viewer": 0, "should": 0, "two": 0, "extra": 0, "add": 0, "interior": 0, "edg": 0, "bool": 0, "onli": 0, "tile_count": 0, "total": 0, "level_til": 0, "tiles_x": 0, "tiles_i": 0, "count": 0, "pixels_x": 0, "pixels_i": 0, "get_dzi": 0, "xml": 0, "dzi": 0, "deliveri": 0, "png": 0, "jpeg": 0, "get_til": 0, "address": 0, "within": 0, "column": 0, "row": 0, "get_tile_coordin": 0, "argument": 0, "correspond": 0, "most": 0, "applic": 0, "get_tile_dimens": 0, "deepzoom_serv": 0, "py": 0, "server": 0, "serv": 0, "page": 0, "zoomabl": 0, "abil": 0, "view": 0, "deepzoom_multiserv": 0, "directori": 0, "tree": 0, "index": 0, "link": 0, "deepzoom_til": 0, "complet": 0, "option": 0, "html": 0, "intend": 0, "need": 0, "product": 0, "consid": 0, "vip": 0}, "objects": {"": [[0, 0, 0, "-", "openslide"]], "openslide": [[0, 1, 1, "", "ImageSlide"], [0, 1, 1, "", "OpenSlide"], [0, 1, 1, "", "OpenSlideCache"], [0, 4, 1, "", "OpenSlideError"], [0, 4, 1, "", "OpenSlideUnsupportedFormatError"], [0, 4, 1, "", "OpenSlideVersionError"], [0, 5, 1, "", "PROPERTY_NAME_BACKGROUND_COLOR"], [0, 5, 1, "", "PROPERTY_NAME_BOUNDS_HEIGHT"], [0, 5, 1, "", "PROPERTY_NAME_BOUNDS_WIDTH"], [0, 5, 1, "", "PROPERTY_NAME_BOUNDS_X"], [0, 5, 1, "", "PROPERTY_NAME_BOUNDS_Y"], [0, 5, 1, "", "PROPERTY_NAME_COMMENT"], [0, 5, 1, "", "PROPERTY_NAME_MPP_X"], [0, 5, 1, "", "PROPERTY_NAME_MPP_Y"], [0, 5, 1, "", "PROPERTY_NAME_OBJECTIVE_POWER"], [0, 5, 1, "", "PROPERTY_NAME_QUICKHASH1"], [0, 5, 1, "", "PROPERTY_NAME_VENDOR"], [0, 0, 0, "-", "deepzoom"], [0, 6, 1, "", "open_slide"]], "openslide.OpenSlide": [[0, 2, 1, "", "associated_images"], [0, 3, 1, "", "close"], [0, 2, 1, "", "color_profile"], [0, 3, 1, "", "detect_format"], [0, 2, 1, "", "dimensions"], [0, 3, 1, "", "get_best_level_for_downsample"], [0, 3, 1, "", "get_thumbnail"], [0, 2, 1, "", "level_count"], [0, 2, 1, "", "level_dimensions"], [0, 2, 1, "", "level_downsamples"], [0, 2, 1, "", "properties"], [0, 3, 1, "", "read_region"], [0, 3, 1, "", "set_cache"]], "openslide.deepzoom": [[0, 1, 1, "", "DeepZoomGenerator"]], "openslide.deepzoom.DeepZoomGenerator": [[0, 3, 1, "", "get_dzi"], [0, 3, 1, "", "get_tile"], [0, 3, 1, "", "get_tile_coordinates"], [0, 3, 1, "", "get_tile_dimensions"], [0, 2, 1, "", "level_count"], [0, 2, 1, "", "level_dimensions"], [0, 2, 1, "", "level_tiles"], [0, 2, 1, "", "tile_count"]]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:attribute", "3": "py:method", "4": "py:exception", "5": "py:data", "6": "py:function"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "attribute", "Python attribute"], "3": ["py", "method", "Python method"], "4": ["py", "exception", "Python exception"], "5": ["py", "data", "Python data"], "6": ["py", "function", "Python function"]}, "titleterms": {"openslid": 0, "python": 0, "instal": 0, "basic": 0, "usag": 0, "object": 0, "color": 0, "manag": 0, "cach": 0, "standard": 0, "properti": 0, "except": 0, "wrap": 0, "pillow": 0, "imag": 0, "deep": 0, "zoom": 0, "support": 0, "exampl": 0, "program": 0}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx": 60}, "alltitles": {"OpenSlide Python": [[0, "openslide-python"]], "Installing": [[0, "installing"]], "Basic usage": [[0, "basic-usage"]], "OpenSlide objects": [[0, "module-openslide"]], "Color management": [[0, "color-management"]], "Caching": [[0, "caching"]], "Standard properties": [[0, "standard-properties"]], "Exceptions": [[0, "exceptions"]], "Wrapping a Pillow Image": [[0, "wrapping-a-pillow-image"]], "Deep Zoom support": [[0, "module-openslide.deepzoom"]], "Example programs": [[0, "example-programs"]]}, "indexentries": {"deepzoomgenerator (class in openslide.deepzoom)": [[0, "openslide.deepzoom.DeepZoomGenerator"]], "imageslide (class in openslide)": [[0, "openslide.ImageSlide"]], "openslide (class in openslide)": [[0, "openslide.OpenSlide"]], "openslidecache (class in openslide)": [[0, "openslide.OpenSlideCache"]], "openslideerror": [[0, "openslide.OpenSlideError"]], "openslideunsupportedformaterror": [[0, "openslide.OpenSlideUnsupportedFormatError"]], "openslideversionerror": [[0, "openslide.OpenSlideVersionError"]], "property_name_background_color (in module openslide)": [[0, "openslide.PROPERTY_NAME_BACKGROUND_COLOR"]], "property_name_bounds_height (in module openslide)": [[0, "openslide.PROPERTY_NAME_BOUNDS_HEIGHT"]], "property_name_bounds_width (in module openslide)": [[0, "openslide.PROPERTY_NAME_BOUNDS_WIDTH"]], "property_name_bounds_x (in module openslide)": [[0, "openslide.PROPERTY_NAME_BOUNDS_X"]], "property_name_bounds_y (in module openslide)": [[0, "openslide.PROPERTY_NAME_BOUNDS_Y"]], "property_name_comment (in module openslide)": [[0, "openslide.PROPERTY_NAME_COMMENT"]], "property_name_mpp_x (in module openslide)": [[0, "openslide.PROPERTY_NAME_MPP_X"]], "property_name_mpp_y (in module openslide)": [[0, "openslide.PROPERTY_NAME_MPP_Y"]], "property_name_objective_power (in module openslide)": [[0, "openslide.PROPERTY_NAME_OBJECTIVE_POWER"]], "property_name_quickhash1 (in module openslide)": [[0, "openslide.PROPERTY_NAME_QUICKHASH1"]], "property_name_vendor (in module openslide)": [[0, "openslide.PROPERTY_NAME_VENDOR"]], "associated_images (openslide.openslide attribute)": [[0, "openslide.OpenSlide.associated_images"]], "close() (openslide.openslide method)": [[0, "openslide.OpenSlide.close"]], "color_profile (openslide.openslide attribute)": [[0, "openslide.OpenSlide.color_profile"]], "detect_format() (openslide.openslide class method)": [[0, "openslide.OpenSlide.detect_format"]], "dimensions (openslide.openslide attribute)": [[0, "openslide.OpenSlide.dimensions"]], "get_best_level_for_downsample() (openslide.openslide method)": [[0, "openslide.OpenSlide.get_best_level_for_downsample"]], "get_dzi() (openslide.deepzoom.deepzoomgenerator method)": [[0, "openslide.deepzoom.DeepZoomGenerator.get_dzi"]], "get_thumbnail() (openslide.openslide method)": [[0, "openslide.OpenSlide.get_thumbnail"]], "get_tile() (openslide.deepzoom.deepzoomgenerator method)": [[0, "openslide.deepzoom.DeepZoomGenerator.get_tile"]], "get_tile_coordinates() (openslide.deepzoom.deepzoomgenerator method)": [[0, "openslide.deepzoom.DeepZoomGenerator.get_tile_coordinates"]], "get_tile_dimensions() (openslide.deepzoom.deepzoomgenerator method)": [[0, "openslide.deepzoom.DeepZoomGenerator.get_tile_dimensions"]], "level_count (openslide.openslide attribute)": [[0, "openslide.OpenSlide.level_count"]], "level_count (openslide.deepzoom.deepzoomgenerator attribute)": [[0, "openslide.deepzoom.DeepZoomGenerator.level_count"]], "level_dimensions (openslide.openslide attribute)": [[0, "openslide.OpenSlide.level_dimensions"]], "level_dimensions (openslide.deepzoom.deepzoomgenerator attribute)": [[0, "openslide.deepzoom.DeepZoomGenerator.level_dimensions"]], "level_downsamples (openslide.openslide attribute)": [[0, "openslide.OpenSlide.level_downsamples"]], "level_tiles (openslide.deepzoom.deepzoomgenerator attribute)": [[0, "openslide.deepzoom.DeepZoomGenerator.level_tiles"]], "module": [[0, "module-openslide"], [0, "module-openslide.deepzoom"]], "open_slide() (in module openslide)": [[0, "openslide.open_slide"]], "openslide": [[0, "module-openslide"]], "openslide.deepzoom": [[0, "module-openslide.deepzoom"]], "properties (openslide.openslide attribute)": [[0, "openslide.OpenSlide.properties"]], "read_region() (openslide.openslide method)": [[0, "openslide.OpenSlide.read_region"]], "set_cache() (openslide.openslide method)": [[0, "openslide.OpenSlide.set_cache"]], "tile_count (openslide.deepzoom.deepzoomgenerator attribute)": [[0, "openslide.deepzoom.DeepZoomGenerator.tile_count"]]}})
\ No newline at end of file
+Search.setIndex({"alltitles": {"Basic usage": [[0, "basic-usage"]], "Caching": [[0, "caching"]], "Color management": [[0, "color-management"]], "Deep Zoom support": [[0, "module-openslide.deepzoom"]], "Example programs": [[0, "example-programs"]], "Exceptions": [[0, "exceptions"]], "Installing": [[0, "installing"]], "OpenSlide Python": [[0, null]], "OpenSlide objects": [[0, "module-openslide"]], "Standard properties": [[0, "standard-properties"]], "Wrapping a Pillow Image": [[0, "wrapping-a-pillow-image"]]}, "docnames": ["index"], "envversion": {"sphinx": 64, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1}, "filenames": ["index.rst"], "indexentries": {"abstractslide (class in openslide)": [[0, "openslide.AbstractSlide", false]], "associated_images (openslide.openslide attribute)": [[0, "openslide.OpenSlide.associated_images", false]], "close() (openslide.openslide method)": [[0, "openslide.OpenSlide.close", false]], "color_profile (openslide.openslide attribute)": [[0, "openslide.OpenSlide.color_profile", false]], "deepzoomgenerator (class in openslide.deepzoom)": [[0, "openslide.deepzoom.DeepZoomGenerator", false]], "detect_format() (openslide.openslide class method)": [[0, "openslide.OpenSlide.detect_format", false]], "dimensions (openslide.openslide attribute)": [[0, "openslide.OpenSlide.dimensions", false]], "get_best_level_for_downsample() (openslide.openslide method)": [[0, "openslide.OpenSlide.get_best_level_for_downsample", false]], "get_dzi() (openslide.deepzoom.deepzoomgenerator method)": [[0, "openslide.deepzoom.DeepZoomGenerator.get_dzi", false]], "get_thumbnail() (openslide.openslide method)": [[0, "openslide.OpenSlide.get_thumbnail", false]], "get_tile() (openslide.deepzoom.deepzoomgenerator method)": [[0, "openslide.deepzoom.DeepZoomGenerator.get_tile", false]], "get_tile_coordinates() (openslide.deepzoom.deepzoomgenerator method)": [[0, "openslide.deepzoom.DeepZoomGenerator.get_tile_coordinates", false]], "get_tile_dimensions() (openslide.deepzoom.deepzoomgenerator method)": [[0, "openslide.deepzoom.DeepZoomGenerator.get_tile_dimensions", false]], "imageslide (class in openslide)": [[0, "openslide.ImageSlide", false]], "level_count (openslide.deepzoom.deepzoomgenerator attribute)": [[0, "openslide.deepzoom.DeepZoomGenerator.level_count", false]], "level_count (openslide.openslide attribute)": [[0, "openslide.OpenSlide.level_count", false]], "level_dimensions (openslide.deepzoom.deepzoomgenerator attribute)": [[0, "openslide.deepzoom.DeepZoomGenerator.level_dimensions", false]], "level_dimensions (openslide.openslide attribute)": [[0, "openslide.OpenSlide.level_dimensions", false]], "level_downsamples (openslide.openslide attribute)": [[0, "openslide.OpenSlide.level_downsamples", false]], "level_tiles (openslide.deepzoom.deepzoomgenerator attribute)": [[0, "openslide.deepzoom.DeepZoomGenerator.level_tiles", false]], "module": [[0, "module-openslide", false], [0, "module-openslide.deepzoom", false]], "open_slide() (in module openslide)": [[0, "openslide.open_slide", false]], "openslide": [[0, "module-openslide", false]], "openslide (class in openslide)": [[0, "openslide.OpenSlide", false]], "openslide.deepzoom": [[0, "module-openslide.deepzoom", false]], "openslidecache (class in openslide)": [[0, "openslide.OpenSlideCache", false]], "openslideerror": [[0, "openslide.OpenSlideError", false]], "openslideunsupportedformaterror": [[0, "openslide.OpenSlideUnsupportedFormatError", false]], "openslideversionerror": [[0, "openslide.OpenSlideVersionError", false]], "properties (openslide.openslide attribute)": [[0, "openslide.OpenSlide.properties", false]], "property_name_background_color (in module openslide)": [[0, "openslide.PROPERTY_NAME_BACKGROUND_COLOR", false]], "property_name_bounds_height (in module openslide)": [[0, "openslide.PROPERTY_NAME_BOUNDS_HEIGHT", false]], "property_name_bounds_width (in module openslide)": [[0, "openslide.PROPERTY_NAME_BOUNDS_WIDTH", false]], "property_name_bounds_x (in module openslide)": [[0, "openslide.PROPERTY_NAME_BOUNDS_X", false]], "property_name_bounds_y (in module openslide)": [[0, "openslide.PROPERTY_NAME_BOUNDS_Y", false]], "property_name_comment (in module openslide)": [[0, "openslide.PROPERTY_NAME_COMMENT", false]], "property_name_mpp_x (in module openslide)": [[0, "openslide.PROPERTY_NAME_MPP_X", false]], "property_name_mpp_y (in module openslide)": [[0, "openslide.PROPERTY_NAME_MPP_Y", false]], "property_name_objective_power (in module openslide)": [[0, "openslide.PROPERTY_NAME_OBJECTIVE_POWER", false]], "property_name_quickhash1 (in module openslide)": [[0, "openslide.PROPERTY_NAME_QUICKHASH1", false]], "property_name_vendor (in module openslide)": [[0, "openslide.PROPERTY_NAME_VENDOR", false]], "read_region() (openslide.openslide method)": [[0, "openslide.OpenSlide.read_region", false]], "set_cache() (openslide.openslide method)": [[0, "openslide.OpenSlide.set_cache", false]], "tile_count (openslide.deepzoom.deepzoomgenerator attribute)": [[0, "openslide.deepzoom.DeepZoomGenerator.tile_count", false]]}, "objects": {"": [[0, 0, 0, "-", "openslide"]], "openslide": [[0, 1, 1, "", "AbstractSlide"], [0, 1, 1, "", "ImageSlide"], [0, 1, 1, "", "OpenSlide"], [0, 1, 1, "", "OpenSlideCache"], [0, 4, 1, "", "OpenSlideError"], [0, 4, 1, "", "OpenSlideUnsupportedFormatError"], [0, 4, 1, "", "OpenSlideVersionError"], [0, 5, 1, "", "PROPERTY_NAME_BACKGROUND_COLOR"], [0, 5, 1, "", "PROPERTY_NAME_BOUNDS_HEIGHT"], [0, 5, 1, "", "PROPERTY_NAME_BOUNDS_WIDTH"], [0, 5, 1, "", "PROPERTY_NAME_BOUNDS_X"], [0, 5, 1, "", "PROPERTY_NAME_BOUNDS_Y"], [0, 5, 1, "", "PROPERTY_NAME_COMMENT"], [0, 5, 1, "", "PROPERTY_NAME_MPP_X"], [0, 5, 1, "", "PROPERTY_NAME_MPP_Y"], [0, 5, 1, "", "PROPERTY_NAME_OBJECTIVE_POWER"], [0, 5, 1, "", "PROPERTY_NAME_QUICKHASH1"], [0, 5, 1, "", "PROPERTY_NAME_VENDOR"], [0, 0, 0, "-", "deepzoom"], [0, 6, 1, "", "open_slide"]], "openslide.OpenSlide": [[0, 2, 1, "", "associated_images"], [0, 3, 1, "", "close"], [0, 2, 1, "", "color_profile"], [0, 3, 1, "", "detect_format"], [0, 2, 1, "", "dimensions"], [0, 3, 1, "", "get_best_level_for_downsample"], [0, 3, 1, "", "get_thumbnail"], [0, 2, 1, "", "level_count"], [0, 2, 1, "", "level_dimensions"], [0, 2, 1, "", "level_downsamples"], [0, 2, 1, "", "properties"], [0, 3, 1, "", "read_region"], [0, 3, 1, "", "set_cache"]], "openslide.deepzoom": [[0, 1, 1, "", "DeepZoomGenerator"]], "openslide.deepzoom.DeepZoomGenerator": [[0, 3, 1, "", "get_dzi"], [0, 3, 1, "", "get_tile"], [0, 3, 1, "", "get_tile_coordinates"], [0, 3, 1, "", "get_tile_dimensions"], [0, 2, 1, "", "level_count"], [0, 2, 1, "", "level_dimensions"], [0, 2, 1, "", "level_tiles"], [0, 2, 1, "", "tile_count"]]}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "attribute", "Python attribute"], "3": ["py", "method", "Python method"], "4": ["py", "exception", "Python exception"], "5": ["py", "data", "Python data"], "6": ["py", "function", "Python function"]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:attribute", "3": "py:method", "4": "py:exception", "5": "py:data", "6": "py:function"}, "terms": {"": 0, "0": 0, "1": 0, "2": 0, "254": 0, "4": 0, "A": 0, "As": 0, "By": 0, "For": 0, "If": 0, "It": 0, "On": 0, "Or": 0, "The": 0, "Then": 0, "These": 0, "To": 0, "abil": 0, "about": 0, "absent": 0, "abstract": 0, "abstractslid": 0, "access": 0, "add": 0, "add_dll_directori": 0, "addit": 0, "address": 0, "after": 0, "all": 0, "allow": 0, "alreadi": 0, "also": 0, "amount": 0, "an": 0, "anaconda": 0, "ani": 0, "aperio": 0, "api": 0, "applic": 0, "applytransform": 0, "apt": 0, "ar": 0, "argument": 0, "around": 0, "associ": 0, "associated_imag": 0, "attach": 0, "attribut": 0, "automat": 0, "avail": 0, "background": 0, "base": 0, "been": 0, "best": 0, "bif": 0, "bin": 0, "binari": 0, "bool": 0, "both": 0, "bound": 0, "browser": 0, "build": 0, "buildtransform": 0, "byte": 0, "bytesio": 0, "c": 0, "call": 0, "can": 0, "cannot": 0, "capac": 0, "case": 0, "class": 0, "classmethod": 0, "close": 0, "closest": 0, "color_profil": 0, "column": 0, "comfort": 0, "comment": 0, "commonli": 0, "compat": 0, "complet": 0, "config": 0, "conflict": 0, "consid": 0, "contain": 0, "content": 0, "context": 0, "conveni": 0, "convers": 0, "convert": 0, "coordin": 0, "correspond": 0, "count": 0, "createprofil": 0, "czi": 0, "data": 0, "dcm": 0, "decod": 0, "deepzoom": 0, "deepzoom_multiserv": 0, "deepzoom_serv": 0, "deepzoom_til": 0, "deepzoomgener": 0, "default": 0, "delet": 0, "deliveri": 0, "describ": 0, "design": 0, "desir": 0, "detect_format": 0, "dicom": 0, "dictionari": 0, "differ": 0, "digit": 0, "dimens": 0, "directori": 0, "disk": 0, "displai": 0, "dnf": 0, "do": 0, "doe": 0, "download": 0, "downsampl": 0, "dzi": 0, "each": 0, "easiest": 0, "easili": 0, "edg": 0, "els": 0, "embed": 0, "empti": 0, "entir": 0, "error": 0, "etc": 0, "everi": 0, "examin": 0, "exit": 0, "extra": 0, "extract": 0, "factor": 0, "fail": 0, "fals": 0, "file": 0, "filenam": 0, "float": 0, "form": 0, "format": 0, "former": 0, "frame": 0, "from": 0, "fromprofil": 0, "function": 0, "futur": 0, "gener": 0, "get": 0, "get_best_level_for_downsampl": 0, "get_dzi": 0, "get_thumbnail": 0, "get_til": 0, "get_tile_coordin": 0, "get_tile_dimens": 0, "getdefaultint": 0, "getopenprofil": 0, "gigabyt": 0, "give": 0, "given": 0, "gnu": 0, "ha": 0, "hamamatsu": 0, "hasattr": 0, "have": 0, "height": 0, "hex": 0, "high": 0, "highest": 0, "html": 0, "i": 0, "icc": 0, "icc_profil": 0, "identif": 0, "imagecm": 0, "imagecmsprofil": 0, "imagecmstransform": 0, "imageslid": 0, "import": 0, "includ": 0, "index": 0, "individu": 0, "info": 0, "insid": 0, "instanc": 0, "instead": 0, "int": 0, "intend": 0, "intent": 0, "interfac": 0, "interior": 0, "io": 0, "its": 0, "jpeg": 0, "k": 0, "kei": 0, "known": 0, "label": 0, "latch": 0, "left": 0, "leica": 0, "lesser": 0, "level": 0, "level_count": 0, "level_dimens": 0, "level_downsampl": 0, "level_til": 0, "librari": 0, "licens": 0, "limit_bound": 0, "link": 0, "linux": 0, "list": 0, "ll": 0, "locat": 0, "lowest": 0, "maco": 0, "macport": 0, "macro": 0, "mai": 0, "map": 0, "maximum": 0, "memori": 0, "metadata": 0, "micron": 0, "mirax": 0, "mix": 0, "modul": 0, "more": 0, "most": 0, "mrx": 0, "multi": 0, "multipl": 0, "must": 0, "name": 0, "ndpi": 0, "need": 0, "non": 0, "none": 0, "number": 0, "o": 0, "occupi": 0, "occur": 0, "older": 0, "onc": 0, "one": 0, "onli": 0, "open": 0, "open_slid": 0, "openslide_path": 0, "openslidecach": 0, "openslideerror": 0, "openslideunsupportedformaterror": 0, "openslideversionerror": 0, "oper": 0, "option": 0, "oserror": 0, "osr": 0, "other": 0, "overlap": 0, "own": 0, "packag": 0, "page": 0, "paramet": 0, "pars": 0, "particular": 0, "path": 0, "pathlik": 0, "pathologi": 0, "per": 0, "perform": 0, "philip": 0, "pil": 0, "pip": 0, "pixel": 0, "pixels_i": 0, "pixels_x": 0, "plu": 0, "png": 0, "power": 0, "premultipli": 0, "privat": 0, "process": 0, "produc": 0, "product": 0, "profil": 0, "profiletoprofil": 0, "property_name_background_color": 0, "property_name_bounds_height": 0, "property_name_bounds_i": 0, "property_name_bounds_width": 0, "property_name_bounds_x": 0, "property_name_com": 0, "property_name_mpp_i": 0, "property_name_mpp_x": 0, "property_name_objective_pow": 0, "property_name_quickhash1": 0, "property_name_vendor": 0, "provid": 0, "public": 0, "py": 0, "pyramid": 0, "quickhash": 0, "r": 0, "rais": 0, "ram": 0, "read": 0, "read_region": 0, "recent": 0, "recogn": 0, "rectangl": 0, "refer": 0, "region": 0, "releas": 0, "render": 0, "repres": 0, "request": 0, "requir": 0, "resolut": 0, "return": 0, "reus": 0, "rgb": 0, "rgba": 0, "row": 0, "sakura": 0, "same": 0, "save": 0, "scn": 0, "semant": 0, "separ": 0, "serv": 0, "server": 0, "set_cach": 0, "sever": 0, "should": 0, "similar": 0, "simpl": 0, "sinc": 0, "singl": 0, "size": 0, "slide": 0, "small": 0, "so": 0, "some": 0, "sourc": 0, "specifi": 0, "srgb": 0, "statement": 0, "store": 0, "str": 0, "string": 0, "subclass": 0, "sum": 0, "sv": 0, "svslide": 0, "synthes": 0, "system": 0, "ten": 0, "term": 0, "than": 0, "them": 0, "thi": 0, "thumbnail": 0, "tif": 0, "tiff": 0, "tile": 0, "tile_count": 0, "tile_s": 0, "tiles_i": 0, "tiles_x": 0, "time": 0, "tool": 0, "top": 0, "toprofil": 0, "total": 0, "transform": 0, "tree": 0, "trestl": 0, "triplet": 0, "true": 0, "tupl": 0, "two": 0, "type": 0, "typic": 0, "uncompress": 0, "under": 0, "underli": 0, "unlik": 0, "upon": 0, "us": 0, "user": 0, "valu": 0, "vari": 0, "vendor": 0, "ventana": 0, "version": 0, "via": 0, "view": 0, "viewer": 0, "vip": 0, "virtual": 0, "vm": 0, "vmu": 0, "wai": 0, "web": 0, "when": 0, "whenev": 0, "which": 0, "whole": 0, "width": 0, "win64": 0, "window": 0, "within": 0, "without": 0, "wrapper": 0, "x": 0, "xml": 0, "y": 0, "you": 0, "zeiss": 0, "zoomabl": 0}, "titles": ["OpenSlide Python"], "titleterms": {"basic": 0, "cach": 0, "color": 0, "deep": 0, "exampl": 0, "except": 0, "imag": 0, "instal": 0, "manag": 0, "object": 0, "openslid": 0, "pillow": 0, "program": 0, "properti": 0, "python": 0, "standard": 0, "support": 0, "usag": 0, "wrap": 0, "zoom": 0}})
\ No newline at end of file
diff --git a/api/python/sources/index.rst.txt b/api/python/sources/index.rst.txt
index 3e01bce..9efdc64 100644
--- a/api/python/sources/index.rst.txt
+++ b/api/python/sources/index.rst.txt
@@ -24,6 +24,7 @@ OpenSlide can read virtual slides in several formats:
 * Sakura_ (``.svslide``)
 * Trestle_ (``.tif``)
 * Ventana_ (``.bif``, ``.tif``)
+* Zeiss_ (``.czi``)
 * `Generic tiled TIFF`_ (``.tif``)
 
 OpenSlide Python is released under the terms of the `GNU Lesser General
@@ -39,6 +40,7 @@ Public License, version 2.1`_.
 .. _Sakura: https://openslide.org/formats/sakura/
 .. _Trestle: https://openslide.org/formats/trestle/
 .. _Ventana: https://openslide.org/formats/ventana/
+.. _Zeiss: https://openslide.org/formats/zeiss/
 .. _`Generic tiled TIFF`: https://openslide.org/formats/generic-tiff/
 .. _`GNU Lesser General Public License, version 2.1`: https://openslide.org/license/
 
@@ -47,17 +49,20 @@ Installing
 ==========
 
 OpenSlide Python requires OpenSlide_, which must be installed separately.
+If you intend to use OpenSlide only with Python, the easiest way to get it
+is to install the openslide-bin_ Python package with
+``pip install openslide-bin``.
 
-On Linux and macOS, the easiest way to get both components is to install_
-with a package manager that packages both, such as Anaconda_, DNF or Apt on
-Linux systems, or MacPorts_ on macOS systems.  You can also install
+On Linux and macOS, you can also install_ both OpenSlide and OpenSlide
+Python with a package manager that packages both, such as Anaconda_, DNF or
+Apt on Linux systems, or MacPorts_ on macOS systems.  Or, you can install
 OpenSlide Python with pip_ after installing OpenSlide with a package manager
 or from source_.  Except for pip, do not mix OpenSlide and OpenSlide Python
 from different package managers (for example, OpenSlide from MacPorts and
 OpenSlide Python from Anaconda), since you'll get library conflicts.
 
-On Windows, download the OpenSlide `Windows binaries`_ and extract them
-to a known path.  Then, import ``openslide`` inside a
+On Windows, you can also download the OpenSlide `Windows binaries`_ and
+extract them to a known path.  Then, import ``openslide`` inside a
 ``with os.add_dll_directory()`` statement::
 
     # The path can also be read from a config file, etc.
@@ -71,12 +76,13 @@ to a known path.  Then, import ``openslide`` inside a
     else:
         import openslide
 
+.. _openslide-bin: https://pypi.org/project/openslide-bin/
 .. _install: https://openslide.org/download/#distribution-packages
 .. _Anaconda: https://anaconda.org/
 .. _MacPorts: https://www.macports.org/
 .. _pip: https://pip.pypa.io/en/stable/
 .. _source: https://openslide.org/download/#source
-.. _`Windows binaries`: https://openslide.org/download/#windows-binaries
+.. _`Windows binaries`: https://openslide.org/download/#binaries
 
 
 Basic usage
@@ -87,25 +93,25 @@ OpenSlide objects
 
 .. module:: openslide
 
-.. class:: OpenSlide(filename)
+.. class:: OpenSlide(filename: str | bytes | ~os.PathLike[typing.Any])
 
    An open whole-slide image.
 
    If any operation on the object fails, :exc:`OpenSlideError` is raised.
    OpenSlide has latching error semantics: once :exc:`OpenSlideError` is
    raised, all future operations on the :class:`OpenSlide`, other than
-   :meth:`close()`, will also raise :exc:`OpenSlideError`.
+   :meth:`close`, will also raise :exc:`OpenSlideError`.
 
-   :meth:`close()` is called automatically when the object is deleted.
+   :meth:`close` is called automatically when the object is deleted.
    The object may be used as a context manager, in which case it will be
    closed upon exiting the context.
 
-   :param str filename: the file to open
+   :param filename: the file to open
    :raises OpenSlideUnsupportedFormatError: if the file is not recognized by
       OpenSlide
    :raises OpenSlideError: if the file is recognized but an error occurred
 
-   .. classmethod:: detect_format(filename)
+   .. classmethod:: detect_format(filename: str | bytes | ~os.PathLike[typing.Any]) -> str | None
 
       Return a string describing the format vendor of the specified file.
       This string is also accessible via the :data:`PROPERTY_NAME_VENDOR`
@@ -113,85 +119,97 @@ OpenSlide objects
 
       If the file is not recognized, return :obj:`None`.
 
-      :param str filename: the file to examine
+      :param filename: the file to examine
 
    .. attribute:: level_count
 
       The number of levels in the slide.  Levels are numbered from ``0``
       (highest resolution) to ``level_count - 1`` (lowest resolution).
 
+      :type: int
+
    .. attribute:: dimensions
 
       A ``(width, height)`` tuple for level 0 of the slide.
 
+      :type: tuple[int, int]
+
    .. attribute:: level_dimensions
 
-      A list of ``(width, height)`` tuples, one for each level of the slide.
+      A tuple of ``(width, height)`` tuples, one for each level of the slide.
       ``level_dimensions[k]`` are the dimensions of level ``k``.
 
+      :type: tuple[tuple[int, int], ...]
+
    .. attribute:: level_downsamples
 
-      A list of downsample factors for each level of the slide.
+      A tuple of downsample factors for each level of the slide.
       ``level_downsamples[k]`` is the downsample factor of level ``k``.
 
+      :type: tuple[float, ...]
+
    .. attribute:: properties
 
       Metadata about the slide, in the form of a
       :class:`~collections.abc.Mapping` from OpenSlide property name to
-      property value.  Property values are always strings.  OpenSlide
-      provides some :ref:`standard-properties`, plus
-      additional properties that vary by slide format.
+      property value.  OpenSlide provides some :ref:`standard-properties`,
+      plus additional properties that vary by slide format.
+
+      :type: ~collections.abc.Mapping[str, str]
 
    .. attribute:: associated_images
 
       Images, such as label or macro images, which are associated with this
       slide.  This is a :class:`~collections.abc.Mapping` from image
-      name to RGBA :class:`Image <PIL.Image.Image>`.
+      name to RGBA :class:`~PIL.Image.Image`.
 
       Unlike in the C interface, these images are not premultiplied.
 
+      :type: ~collections.abc.Mapping[str, ~PIL.Image.Image]
+
    .. attribute:: color_profile
 
       The embedded :ref:`color profile <color-management>` for this slide,
-      as a Pillow :class:`~PIL.ImageCms.ImageCmsProfile`, or :obj:`None` if
-      not available.
+      or :obj:`None` if not available.
+
+      :type: ~PIL.ImageCms.ImageCmsProfile | None
 
-   .. method:: read_region(location, level, size)
+   .. method:: read_region(location: tuple[int, int], level: int, size: tuple[int, int]) -> ~PIL.Image.Image
 
-      Return an RGBA :class:`Image <PIL.Image.Image>` containing the
-      contents of the specified region.
+      Return an RGBA :class:`~PIL.Image.Image` containing the contents of
+      the specified region.
 
       Unlike in the C interface, the image data is not premultiplied.
 
-      :param tuple location: ``(x, y)`` tuple giving the top left pixel in
-         the level 0 reference frame
-      :param int level: the level number
-      :param tuple size: ``(width, height)`` tuple giving the region size
+      :param location: ``(x, y)`` tuple giving the top left pixel in the
+         level 0 reference frame
+      :param level: the level number
+      :param size: ``(width, height)`` tuple giving the region size
 
-   .. method:: get_best_level_for_downsample(downsample)
+   .. method:: get_best_level_for_downsample(downsample: float) -> int
 
       Return the best level for displaying the given downsample.
 
-      :param float downsample: the desired downsample factor
+      :param downsample: the desired downsample factor
 
-   .. method:: get_thumbnail(size)
+   .. method:: get_thumbnail(size: tuple[int, int]) -> ~PIL.Image.Image
 
-      Return an :class:`Image <PIL.Image.Image>` containing an RGB thumbnail
-      of the slide.
+      Return an :class:`~PIL.Image.Image` containing an RGB thumbnail of the
+      slide.
 
-      :param tuple size: the maximum size of the thumbnail as a
-         ``(width, height)`` tuple
+      :param size: the maximum size of the thumbnail as a ``(width, height)``
+         tuple
 
-   .. method:: set_cache(cache)
+   .. method:: set_cache(cache: OpenSlideCache) -> None
 
       Use the specified :class:`OpenSlideCache` to store recently decoded
       slide tiles.  By default, the :class:`OpenSlide` has a private cache
       with a default size.
 
-      :param OpenSlideCache cache: a cache object
+      :param cache: a cache object
       :raises OpenSlideVersionError: if OpenSlide is older than version 4.0.0
 
-   .. method:: close()
+   .. method:: close() -> None
 
       Close the OpenSlide object.
 
@@ -248,7 +266,7 @@ reusing it for multiple slide regions::
 Caching
 -------
 
-.. class:: OpenSlideCache(capacity)
+.. class:: OpenSlideCache(capacity: int)
 
    An in-memory tile cache.
 
@@ -256,7 +274,7 @@ Caching
    with :meth:`OpenSlide.set_cache` to cache recently-decoded tiles.  By
    default, each :class:`OpenSlide` has its own cache with a default size.
 
-   :param int capacity: the cache capacity in bytes
+   :param capacity: the cache capacity in bytes
    :raises OpenSlideVersionError: if OpenSlide is older than version 4.0.0
 
 
@@ -329,7 +347,7 @@ Exceptions
 
    Once :exc:`OpenSlideError` has been raised by a particular
    :class:`OpenSlide`, all future operations on that :class:`OpenSlide`
-   (other than :meth:`close() <OpenSlide.close>`) will also raise
+   (other than :meth:`~OpenSlide.close`) will also raise
    :exc:`OpenSlideError`.
 
 .. exception:: OpenSlideUnsupportedFormatError
@@ -348,20 +366,24 @@ Exceptions
 Wrapping a Pillow Image
 =======================
 
-.. class:: ImageSlide(file)
+.. class:: AbstractSlide
 
-   A wrapper around an :class:`Image <PIL.Image.Image>` object that
-   provides an :class:`OpenSlide`-compatible API.
+   The abstract base class of :class:`OpenSlide` and :class:`ImageSlide`.
 
-   :param file: a filename or :class:`Image <PIL.Image.Image>` object
+.. class:: ImageSlide(file: str | bytes | ~os.PathLike[typing.Any] | ~PIL.Image.Image)
+
+   A wrapper around an :class:`~PIL.Image.Image` object that provides an
+   :class:`OpenSlide`-compatible API.
+
+   :param file: a filename or :class:`~PIL.Image.Image` object
    :raises OSError: if the file cannot be opened
 
-.. function:: open_slide(filename)
+.. function:: open_slide(filename: str | bytes | ~os.PathLike[typing.Any]) -> OpenSlide | ImageSlide
 
    Return an :class:`OpenSlide` for whole-slide images and an
    :class:`ImageSlide` for other types of images.
 
-   :param str filename: the file to open
+   :param filename: the file to open
    :raises OpenSlideError: if the file is recognized by OpenSlide but an
       error occurred
    :raises OSError: if the file is not recognized at all
@@ -379,72 +401,79 @@ Deep Zoom or a similar format.
 
 .. _`Deep Zoom`: https://docs.microsoft.com/en-us/previous-versions/windows/silverlight/dotnet-windows-silverlight/cc645050(v=vs.95)
 
-.. class:: DeepZoomGenerator(osr, tile_size=254, overlap=1, limit_bounds=False)
+.. class:: DeepZoomGenerator(osr: AbstractSlide, tile_size: int = 254, overlap: int = 1, limit_bounds: bool = False)
 
-   A Deep Zoom generator that wraps an
-   :class:`OpenSlide <openslide.OpenSlide>` or
-   :class:`ImageSlide <openslide.ImageSlide>` object.
+   A Deep Zoom generator that wraps an :class:`~openslide.OpenSlide` object,
+   :class:`~openslide.ImageSlide` object, or user-provided instance of
+   :class:`~openslide.AbstractSlide`.
 
    :param osr: the slide object
-   :param int tile_size: the width and height of a single tile.  For best
-      viewer performance, ``tile_size + 2 * overlap`` should be a power of two.
-   :param int overlap: the number of extra pixels to add to each interior edge
-      of a tile
-   :param bool limit_bounds: ``True`` to render only the non-empty slide
-      region
+   :param tile_size: the width and height of a single tile.  For best viewer
+      performance, ``tile_size + 2 * overlap`` should be a power of two.
+   :param overlap: the number of extra pixels to add to each interior edge of a
+      tile
+   :param limit_bounds: :obj:`True` to render only the non-empty slide region
 
    .. attribute:: level_count
 
       The number of Deep Zoom levels in the image.
 
+      :type: int
+
    .. attribute:: tile_count
 
       The total number of Deep Zoom tiles in the image.
 
+      :type: int
+
    .. attribute:: level_tiles
 
-      A list of ``(tiles_x, tiles_y)`` tuples for each Deep Zoom level.
+      A tuple of ``(tiles_x, tiles_y)`` tuples for each Deep Zoom level.
       ``level_tiles[k]`` are the tile counts of level ``k``.
 
+      :type: tuple[tuple[int, int], ...]
+
    .. attribute:: level_dimensions
 
-      A list of ``(pixels_x, pixels_y)`` tuples for each Deep Zoom level.
+      A tuple of ``(pixels_x, pixels_y)`` tuples for each Deep Zoom level.
       ``level_dimensions[k]`` are the dimensions of level ``k``.
 
-   .. method:: get_dzi(format)
+      :type: tuple[tuple[int, int], ...]
+
+   .. method:: get_dzi(format: str) -> str
 
       Return a string containing the XML metadata for the Deep Zoom ``.dzi``
       file.
 
-      :param str format: the delivery format of the individual tiles
-         (``png`` or ``jpeg``)
+      :param format: the delivery format of the individual tiles (``png`` or
+         ``jpeg``)
 
-   .. method:: get_tile(level, address)
+   .. method:: get_tile(level: int, address: tuple[int, int]) -> ~PIL.Image.Image
 
-      Return an RGB :class:`Image <PIL.Image.Image>` for a tile.
+      Return an RGB :class:`~PIL.Image.Image` for a tile.
 
-      :param int level: the Deep Zoom level
-      :param tuple address: the address of the tile within the level as a
+      :param level: the Deep Zoom level
+      :param address: the address of the tile within the level as a
          ``(column, row)`` tuple
 
-   .. method:: get_tile_coordinates(level, address)
+   .. method:: get_tile_coordinates(level: int, address: tuple[int, int]) -> tuple[tuple[int, int], int, tuple[int, int]]
 
       Return the :meth:`OpenSlide.read_region()
       <openslide.OpenSlide.read_region>` arguments corresponding to the
       specified tile.
 
-      Most applications should use :meth:`get_tile()` instead.
+      Most applications should use :meth:`get_tile` instead.
 
-      :param int level: the Deep Zoom level
-      :param tuple address: the address of the tile within the level as a
+      :param level: the Deep Zoom level
+      :param address: the address of the tile within the level as a
          ``(column, row)`` tuple
 
-   .. method:: get_tile_dimensions(level, address)
+   .. method:: get_tile_dimensions(level: int, address: tuple[int, int]) -> tuple[int, int]
 
       Return a ``(pixels_x, pixels_y)`` tuple for the specified tile.
 
-      :param int level: the Deep Zoom level
-      :param tuple address: the address of the tile within the level as a
+      :param level: the Deep Zoom level
+      :param address: the address of the tile within the level as a
          ``(column, row)`` tuple
 
 
diff --git a/api/python/static/basic.css b/api/python/static/basic.css
index 30fee9d..7ebbd6d 100644
--- a/api/python/static/basic.css
+++ b/api/python/static/basic.css
@@ -1,12 +1,5 @@
 /*
- * basic.css
- * ~~~~~~~~~
- *
  * Sphinx stylesheet -- basic theme.
- *
- * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
- * :license: BSD, see LICENSE for details.
- *
  */
 
 /* -- main layout ----------------------------------------------------------- */
@@ -115,15 +108,11 @@ img {
 /* -- search page ----------------------------------------------------------- */
 
 ul.search {
-    margin: 10px 0 0 20px;
-    padding: 0;
+    margin-top: 10px;
 }
 
 ul.search li {
-    padding: 5px 0 5px 20px;
-    background-image: url(file.png);
-    background-repeat: no-repeat;
-    background-position: 0 7px;
+    padding: 5px 0;
 }
 
 ul.search li a {
diff --git a/api/python/static/classic.css b/api/python/static/classic.css
index 07cca51..7af3d44 100644
--- a/api/python/static/classic.css
+++ b/api/python/static/classic.css
@@ -1,12 +1,5 @@
 /*
- * classic.css_t
- * ~~~~~~~~~~~~~
- *
  * Sphinx stylesheet -- classic theme.
- *
- * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
- * :license: BSD, see LICENSE for details.
- *
  */
 
 @import url("basic.css");
diff --git a/api/python/static/doctools.js b/api/python/static/doctools.js
index d06a71d..0398ebb 100644
--- a/api/python/static/doctools.js
+++ b/api/python/static/doctools.js
@@ -1,12 +1,5 @@
 /*
- * doctools.js
- * ~~~~~~~~~~~
- *
  * Base JavaScript utilities for all Sphinx HTML documentation.
- *
- * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
- * :license: BSD, see LICENSE for details.
- *
  */
 "use strict";
 
diff --git a/api/python/static/documentation_options.js b/api/python/static/documentation_options.js
index d512bec..55bfe5a 100644
--- a/api/python/static/documentation_options.js
+++ b/api/python/static/documentation_options.js
@@ -1,5 +1,5 @@
 const DOCUMENTATION_OPTIONS = {
-    VERSION: '1.3.1',
+    VERSION: '1.4.0',
     LANGUAGE: 'en',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
diff --git a/api/python/static/language_data.js b/api/python/static/language_data.js
index 250f566..c7fe6c6 100644
--- a/api/python/static/language_data.js
+++ b/api/python/static/language_data.js
@@ -1,19 +1,12 @@
 /*
- * language_data.js
- * ~~~~~~~~~~~~~~~~
- *
  * This script contains the language-specific data used by searchtools.js,
  * namely the list of stopwords, stemmer, scorer and splitter.
- *
- * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
- * :license: BSD, see LICENSE for details.
- *
  */
 
 var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"];
 
 
-/* Non-minified version is copied as a separate JS file, is available */
+/* Non-minified version is copied as a separate JS file, if available */
 
 /**
  * Porter Stemmer
diff --git a/api/python/static/searchtools.js b/api/python/static/searchtools.js
index 7918c3f..2c774d1 100644
--- a/api/python/static/searchtools.js
+++ b/api/python/static/searchtools.js
@@ -1,12 +1,5 @@
 /*
- * searchtools.js
- * ~~~~~~~~~~~~~~~~
- *
  * Sphinx JavaScript utilities for the full-text search.
- *
- * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
- * :license: BSD, see LICENSE for details.
- *
  */
 "use strict";
 
@@ -20,7 +13,7 @@ if (typeof Scorer === "undefined") {
     // and returns the new score.
     /*
     score: result => {
-      const [docname, title, anchor, descr, score, filename] = result
+      const [docname, title, anchor, descr, score, filename, kind] = result
       return score
     },
     */
@@ -47,6 +40,14 @@ if (typeof Scorer === "undefined") {
   };
 }
 
+// Global search result kind enum, used by themes to style search results.
+class SearchResultKind {
+    static get index() { return  "index"; }
+    static get object() { return "object"; }
+    static get text() { return "text"; }
+    static get title() { return "title"; }
+}
+
 const _removeChildren = (element) => {
   while (element && element.lastChild) element.removeChild(element.lastChild);
 };
@@ -64,9 +65,13 @@ const _displayItem = (item, searchTerms, highlightTerms) => {
   const showSearchSummary = DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY;
   const contentRoot = document.documentElement.dataset.content_root;
 
-  const [docName, title, anchor, descr, score, _filename] = item;
+  const [docName, title, anchor, descr, score, _filename, kind] = item;
 
   let listItem = document.createElement("li");
+  // Add a class representing the item's type:
+  // can be used by a theme's CSS selector for styling
+  // See SearchResultKind for the class names.
+  listItem.classList.add(`kind-${kind}`);
   let requestUrl;
   let linkUrl;
   if (docBuilder === "dirhtml") {
@@ -99,7 +104,7 @@ const _displayItem = (item, searchTerms, highlightTerms) => {
       .then((data) => {
         if (data)
           listItem.appendChild(
-            Search.makeSearchSummary(data, searchTerms)
+            Search.makeSearchSummary(data, searchTerms, anchor)
           );
         // highlight search terms in the summary
         if (SPHINX_HIGHLIGHT_ENABLED)  // set in sphinx_highlight.js
@@ -115,9 +120,11 @@ const _finishSearch = (resultCount) => {
       "Your search did not match any documents. Please make sure that all words are spelled correctly and that you've selected enough categories."
     );
   else
-    Search.status.innerText = _(
-      `Search finished, found ${resultCount} page(s) matching the search query.`
-    );
+    Search.status.innerText = Documentation.ngettext(
+      "Search finished, found one page matching the search query.",
+      "Search finished, found ${resultCount} pages matching the search query.",
+      resultCount,
+    ).replace('${resultCount}', resultCount);
 };
 const _displayNextItem = (
   results,
@@ -137,6 +144,22 @@ const _displayNextItem = (
   // search finished, update title and status message
   else _finishSearch(resultCount);
 };
+// Helper function used by query() to order search results.
+// Each input is an array of [docname, title, anchor, descr, score, filename, kind].
+// Order the results by score (in opposite order of appearance, since the
+// `_displayNextItem` function uses pop() to retrieve items) and then alphabetically.
+const _orderResultsByScoreThenName = (a, b) => {
+  const leftScore = a[4];
+  const rightScore = b[4];
+  if (leftScore === rightScore) {
+    // same score: sort alphabetically
+    const leftTitle = a[1].toLowerCase();
+    const rightTitle = b[1].toLowerCase();
+    if (leftTitle === rightTitle) return 0;
+    return leftTitle > rightTitle ? -1 : 1; // inverted is intentional
+  }
+  return leftScore > rightScore ? 1 : -1;
+};
 
 /**
  * Default splitQuery function. Can be overridden in ``sphinx.search`` with a
@@ -160,13 +183,26 @@ const Search = {
   _queued_query: null,
   _pulse_status: -1,
 
-  htmlToText: (htmlString) => {
+  htmlToText: (htmlString, anchor) => {
     const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html');
-    htmlElement.querySelectorAll(".headerlink").forEach((el) => { el.remove() });
+    for (const removalQuery of [".headerlink", "script", "style"]) {
+      htmlElement.querySelectorAll(removalQuery).forEach((el) => { el.remove() });
+    }
+    if (anchor) {
+      const anchorContent = htmlElement.querySelector(`[role="main"] ${anchor}`);
+      if (anchorContent) return anchorContent.textContent;
+
+      console.warn(
+        `Anchored content block not found. Sphinx search tries to obtain it via DOM query '[role=main] ${anchor}'. Check your theme or template.`
+      );
+    }
+
+    // if anchor not specified or not found, fall back to main content
     const docContent = htmlElement.querySelector('[role="main"]');
-    if (docContent !== undefined) return docContent.textContent;
+    if (docContent) return docContent.textContent;
+
     console.warn(
-      "Content block not found. Sphinx search tries to obtain it via '[role=main]'. Could you check your theme or template."
+      "Content block not found. Sphinx search tries to obtain it via DOM query '[role=main]'. Check your theme or template."
     );
     return "";
   },
@@ -219,6 +255,7 @@ const Search = {
     searchSummary.classList.add("search-summary");
     searchSummary.innerText = "";
     const searchList = document.createElement("ul");
+    searchList.setAttribute("role", "list");
     searchList.classList.add("search");
 
     const out = document.getElementById("search-results");
@@ -239,16 +276,7 @@ const Search = {
     else Search.deferQuery(query);
   },
 
-  /**
-   * execute search (requires search index to be loaded)
-   */
-  query: (query) => {
-    const filenames = Search._index.filenames;
-    const docNames = Search._index.docnames;
-    const titles = Search._index.titles;
-    const allTitles = Search._index.alltitles;
-    const indexEntries = Search._index.indexentries;
-
+  _parseQuery: (query) => {
     // stem the search terms and add them to the correct list
     const stemmer = new Stemmer();
     const searchTerms = new Set();
@@ -284,22 +312,40 @@ const Search = {
     // console.info("required: ", [...searchTerms]);
     // console.info("excluded: ", [...excludedTerms]);
 
-    // array of [docname, title, anchor, descr, score, filename]
-    let results = [];
+    return [query, searchTerms, excludedTerms, highlightTerms, objectTerms];
+  },
+
+  /**
+   * execute search (requires search index to be loaded)
+   */
+  _performSearch: (query, searchTerms, excludedTerms, highlightTerms, objectTerms) => {
+    const filenames = Search._index.filenames;
+    const docNames = Search._index.docnames;
+    const titles = Search._index.titles;
+    const allTitles = Search._index.alltitles;
+    const indexEntries = Search._index.indexentries;
+
+    // Collect multiple result groups to be sorted separately and then ordered.
+    // Each is an array of [docname, title, anchor, descr, score, filename, kind].
+    const normalResults = [];
+    const nonMainIndexResults = [];
+
     _removeChildren(document.getElementById("search-progress"));
 
-    const queryLower = query.toLowerCase();
+    const queryLower = query.toLowerCase().trim();
     for (const [title, foundTitles] of Object.entries(allTitles)) {
-      if (title.toLowerCase().includes(queryLower) && (queryLower.length >= title.length/2)) {
+      if (title.toLowerCase().trim().includes(queryLower) && (queryLower.length >= title.length/2)) {
         for (const [file, id] of foundTitles) {
-          let score = Math.round(100 * queryLower.length / title.length)
-          results.push([
+          const score = Math.round(Scorer.title * queryLower.length / title.length);
+          const boost = titles[file] === title ? 1 : 0;  // add a boost for document titles
+          normalResults.push([
             docNames[file],
             titles[file] !== title ? `${titles[file]} > ${title}` : title,
             id !== null ? "#" + id : "",
             null,
-            score,
+            score + boost,
             filenames[file],
+            SearchResultKind.title,
           ]);
         }
       }
@@ -308,46 +354,48 @@ const Search = {
     // search for explicit entries in index directives
     for (const [entry, foundEntries] of Object.entries(indexEntries)) {
       if (entry.includes(queryLower) && (queryLower.length >= entry.length/2)) {
-        for (const [file, id] of foundEntries) {
-          let score = Math.round(100 * queryLower.length / entry.length)
-          results.push([
+        for (const [file, id, isMain] of foundEntries) {
+          const score = Math.round(100 * queryLower.length / entry.length);
+          const result = [
             docNames[file],
             titles[file],
             id ? "#" + id : "",
             null,
             score,
             filenames[file],
-          ]);
+            SearchResultKind.index,
+          ];
+          if (isMain) {
+            normalResults.push(result);
+          } else {
+            nonMainIndexResults.push(result);
+          }
         }
       }
     }
 
     // lookup as object
     objectTerms.forEach((term) =>
-      results.push(...Search.performObjectSearch(term, objectTerms))
+      normalResults.push(...Search.performObjectSearch(term, objectTerms))
     );
 
     // lookup as search terms in fulltext
-    results.push(...Search.performTermsSearch(searchTerms, excludedTerms));
+    normalResults.push(...Search.performTermsSearch(searchTerms, excludedTerms));
 
     // let the scorer override scores with a custom scoring function
-    if (Scorer.score) results.forEach((item) => (item[4] = Scorer.score(item)));
-
-    // now sort the results by score (in opposite order of appearance, since the
-    // display function below uses pop() to retrieve items) and then
-    // alphabetically
-    results.sort((a, b) => {
-      const leftScore = a[4];
-      const rightScore = b[4];
-      if (leftScore === rightScore) {
-        // same score: sort alphabetically
-        const leftTitle = a[1].toLowerCase();
-        const rightTitle = b[1].toLowerCase();
-        if (leftTitle === rightTitle) return 0;
-        return leftTitle > rightTitle ? -1 : 1; // inverted is intentional
-      }
-      return leftScore > rightScore ? 1 : -1;
-    });
+    if (Scorer.score) {
+      normalResults.forEach((item) => (item[4] = Scorer.score(item)));
+      nonMainIndexResults.forEach((item) => (item[4] = Scorer.score(item)));
+    }
+
+    // Sort each group of results by score and then alphabetically by name.
+    normalResults.sort(_orderResultsByScoreThenName);
+    nonMainIndexResults.sort(_orderResultsByScoreThenName);
+
+    // Combine the result groups in (reverse) order.
+    // Non-main index entries are typically arbitrary cross-references,
+    // so display them after other results.
+    let results = [...nonMainIndexResults, ...normalResults];
 
     // remove duplicate search results
     // note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept
@@ -361,7 +409,12 @@ const Search = {
       return acc;
     }, []);
 
-    results = results.reverse();
+    return results.reverse();
+  },
+
+  query: (query) => {
+    const [searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms] = Search._parseQuery(query);
+    const results = Search._performSearch(searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms);
 
     // for debugging
     //Search.lastresults = results.slice();  // a copy
@@ -432,6 +485,7 @@ const Search = {
         descr,
         score,
         filenames[match[0]],
+        SearchResultKind.object,
       ]);
     };
     Object.keys(objects).forEach((prefix) =>
@@ -466,14 +520,18 @@ const Search = {
       // add support for partial matches
       if (word.length > 2) {
         const escapedWord = _escapeRegExp(word);
-        Object.keys(terms).forEach((term) => {
-          if (term.match(escapedWord) && !terms[word])
-            arr.push({ files: terms[term], score: Scorer.partialTerm });
-        });
-        Object.keys(titleTerms).forEach((term) => {
-          if (term.match(escapedWord) && !titleTerms[word])
-            arr.push({ files: titleTerms[word], score: Scorer.partialTitle });
-        });
+        if (!terms.hasOwnProperty(word)) {
+          Object.keys(terms).forEach((term) => {
+            if (term.match(escapedWord))
+              arr.push({ files: terms[term], score: Scorer.partialTerm });
+          });
+        }
+        if (!titleTerms.hasOwnProperty(word)) {
+          Object.keys(titleTerms).forEach((term) => {
+            if (term.match(escapedWord))
+              arr.push({ files: titleTerms[term], score: Scorer.partialTitle });
+          });
+        }
       }
 
       // no match but word was a required one
@@ -496,9 +554,8 @@ const Search = {
 
       // create the mapping
       files.forEach((file) => {
-        if (fileMap.has(file) && fileMap.get(file).indexOf(word) === -1)
-          fileMap.get(file).push(word);
-        else fileMap.set(file, [word]);
+        if (!fileMap.has(file)) fileMap.set(file, [word]);
+        else if (fileMap.get(file).indexOf(word) === -1) fileMap.get(file).push(word);
       });
     });
 
@@ -539,6 +596,7 @@ const Search = {
         null,
         score,
         filenames[file],
+        SearchResultKind.text,
       ]);
     }
     return results;
@@ -549,8 +607,8 @@ const Search = {
    * search summary for a given text. keywords is a list
    * of stemmed words.
    */
-  makeSearchSummary: (htmlText, keywords) => {
-    const text = Search.htmlToText(htmlText);
+  makeSearchSummary: (htmlText, keywords, anchor) => {
+    const text = Search.htmlToText(htmlText, anchor);
     if (text === "") return null;
 
     const textLower = text.toLowerCase();
diff --git a/api/python/static/sidebar.js b/api/python/static/sidebar.js
index c5e2692..ac7b39e 100644
--- a/api/python/static/sidebar.js
+++ b/api/python/static/sidebar.js
@@ -1,7 +1,4 @@
 /*
- * sidebar.js
- * ~~~~~~~~~~
- *
  * This script makes the Sphinx sidebar collapsible.
  *
  * .sphinxsidebar contains .sphinxsidebarwrapper.  This script adds
@@ -16,9 +13,6 @@
  * Once the browser is closed the cookie is deleted and the position
  * reset to the default (expanded).
  *
- * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
- * :license: BSD, see LICENSE for details.
- *
  */
 
 const initialiseSidebar = () => {
diff --git a/download/index.md b/download/index.md
index 5f42620..e1d8630 100644
--- a/download/index.md
+++ b/download/index.md
@@ -249,7 +249,7 @@ openslide/[~4]</pre>
     <tr>
       <th>Python</th>
       <th><a href="https://pypi.org/">PyPI</a></th>
-      <td></td>
+      <td><code>python3 -m pip install openslide-bin</code></td>
       <td><code>python3 -m pip install openslide-python</code></td>
     </tr>
     <tr>