diff --git a/_sources/workflow/download_notebook_as_pdf.md b/_sources/workflow/download_notebook_as_pdf.md
index 4f6ae86..02d1985 100644
--- a/_sources/workflow/download_notebook_as_pdf.md
+++ b/_sources/workflow/download_notebook_as_pdf.md
@@ -22,7 +22,7 @@ File -> Save and Export Notebook As -> HTML
 :name: Download Jupyter Notebook as HTML
 ```
 
-```{note}
+````{note}
 When it comes to embedding images in Jupyter notebooks so that it is available as part of PDF, there are various methods to include images. Below are the five options to embed an image of an early Mathematica interface.
 
 #### HTML Image Tag
@@ -66,4 +66,4 @@ The IPython.display module provides functions to display images directly in Jupy
 
 This method is used to embed an image as an attachment within a Jupyter notebook. It references the image by its attachment identifier, which is useful for images embedded directly within the notebook file.
 
-```
+````
diff --git a/notebook/images5ways.html b/notebook/images5ways.html
index 1b503f6..fca4a8c 100644
--- a/notebook/images5ways.html
+++ b/notebook/images5ways.html
@@ -411,7 +411,7 @@ <h2> Contents </h2>
 <div class="cell_output docutils container">
 <div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
 <span class="ne">FileNotFoundError</span><span class="g g-Whitespace">                         </span>Traceback (most recent call last)
-<span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">ipykernel_1851</span><span class="o">/</span><span class="mf">3066509368.</span><span class="n">py</span> <span class="ow">in</span> <span class="o">&lt;</span><span class="n">module</span><span class="o">&gt;</span>
+<span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">ipykernel_1850</span><span class="o">/</span><span class="mf">3066509368.</span><span class="n">py</span> <span class="ow">in</span> <span class="o">&lt;</span><span class="n">module</span><span class="o">&gt;</span>
 <span class="g g-Whitespace">      </span><span class="mi">1</span> <span class="kn">from</span> <span class="nn">IPython.display</span> <span class="kn">import</span> <span class="n">display</span><span class="p">,</span> <span class="n">Image</span>
 <span class="ne">----&gt; </span><span class="mi">2</span> <span class="n">display</span><span class="p">(</span><span class="n">Image</span><span class="p">(</span><span class="n">filename</span><span class="o">=</span><span class="s2">&quot;mathematica.png&quot;</span><span class="p">,</span> <span class="n">width</span><span class="o">=</span><span class="mi">250</span><span class="p">))</span>
 
diff --git a/reports/notebook/images5ways.err.log b/reports/notebook/images5ways.err.log
index 59f014f..3a6d0f4 100644
--- a/reports/notebook/images5ways.err.log
+++ b/reports/notebook/images5ways.err.log
@@ -23,7 +23,7 @@ display(Image(filename="mathematica.png", width=250))
 
 [0;31m---------------------------------------------------------------------------[0m
 [0;31mFileNotFoundError[0m                         Traceback (most recent call last)
-[0;32m/tmp/ipykernel_1851/3066509368.py[0m in [0;36m<module>[0;34m[0m
+[0;32m/tmp/ipykernel_1850/3066509368.py[0m in [0;36m<module>[0;34m[0m
 [1;32m      1[0m [0;32mfrom[0m [0mIPython[0m[0;34m.[0m[0mdisplay[0m [0;32mimport[0m [0mdisplay[0m[0;34m,[0m [0mImage[0m[0;34m[0m[0;34m[0m[0m
 [0;32m----> 2[0;31m [0mdisplay[0m[0;34m([0m[0mImage[0m[0;34m([0m[0mfilename[0m[0;34m=[0m[0;34m"mathematica.png"[0m[0;34m,[0m [0mwidth[0m[0;34m=[0m[0;36m250[0m[0;34m)[0m[0;34m)[0m[0;34m[0m[0;34m[0m[0m
 [0m
diff --git a/searchindex.js b/searchindex.js
index 3a6a79b..436d01d 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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diff --git a/workflow/download_notebook_as_pdf.html b/workflow/download_notebook_as_pdf.html
index 7633d5f..9410ed6 100644
--- a/workflow/download_notebook_as_pdf.html
+++ b/workflow/download_notebook_as_pdf.html
@@ -367,9 +367,7 @@
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+
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@@ -385,17 +383,6 @@ <h1>Download Jupyter Notebook as a PDF</h1>
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-            <div>
-                <h2> Contents </h2>
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-            <nav aria-label="Page">
-                <ul class="visible nav section-nav flex-column">
-<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#markdown-image-syntax">Markdown Image Syntax</a></li>
-<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#html-in-markdown-cell">HTML in Markdown Cell</a></li>
-<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#ipython-display-module">IPython Display Module</a></li>
-<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#markdown-image-with-attachment">Markdown Image with Attachment</a></li>
-</ul>
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 </div>
@@ -425,40 +412,29 @@ <h1>Download Jupyter Notebook as a PDF<a class="headerlink" href="#download-jupy
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">&lt;</span><span class="n">img</span> <span class="n">src</span><span class="o">=</span><span class="s2">&quot;mathematica.png&quot;</span> <span class="n">alt</span><span class="o">=</span><span class="s2">&quot;Early Mathematica Interface&quot;</span> <span class="n">style</span><span class="o">=</span><span class="s2">&quot;width: 250px;&quot;</span> <span class="n">class</span><span class="o">=</span><span class="s2">&quot;center&quot;</span><span class="o">/&gt;</span>
 </pre></div>
 </div>
-</div>
 <p>This method uses standard HTML to embed an image. It is straightforward and allows for extensive customization through HTML attributes like style and class.</p>
-<section id="markdown-image-syntax">
-<h2>Markdown Image Syntax<a class="headerlink" href="#markdown-image-syntax" title="Permalink to this heading">#</a></h2>
+<p class="rubric">Markdown Image Syntax</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>![mathematica](mathematica.png)
 </pre></div>
 </div>
 <p>Markdown provides a simple syntax for embedding images. This method is concise and ideal for use in Markdown cells in Jupyter notebooks.</p>
-</section>
-<section id="html-in-markdown-cell">
-<h2>HTML in Markdown Cell<a class="headerlink" href="#html-in-markdown-cell" title="Permalink to this heading">#</a></h2>
+<p class="rubric">HTML in Markdown Cell</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">&lt;</span><span class="n">img</span> <span class="n">src</span><span class="o">=</span><span class="s2">&quot;https://rtl.berkeley.edu/profiles/openberkeley/themes/openberkeley_theme_brand/assets/images/berkeley_wordmark_blue_175x70.svg&quot;</span> <span class="n">alt</span><span class="o">=</span><span class="s2">&quot;Berkeley Logo&quot;</span> <span class="n">style</span><span class="o">=</span><span class="s2">&quot;width: 250px;&quot;</span> <span class="n">class</span><span class="o">=</span><span class="s2">&quot;center&quot;</span><span class="o">/&gt;</span>
 </pre></div>
 </div>
 <p>Embedding an image using HTML within a Markdown cell offers the flexibility of HTML while allowing the cell to remain in Markdown mode. This is useful for more complex styling and alignment requirements.</p>
-</section>
-<section id="ipython-display-module">
-<h2>IPython Display Module<a class="headerlink" href="#ipython-display-module" title="Permalink to this heading">#</a></h2>
+<p class="rubric">IPython Display Module</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">IPython.display</span> <span class="kn">import</span> <span class="n">display</span><span class="p">,</span> <span class="n">Image</span>
 <span class="n">display</span><span class="p">(</span><span class="n">Image</span><span class="p">(</span><span class="n">filename</span><span class="o">=</span><span class="s2">&quot;mathematica.png&quot;</span><span class="p">,</span> <span class="n">width</span><span class="o">=</span><span class="mi">250</span><span class="p">))</span>\
 </pre></div>
 </div>
 <p>The IPython.display module provides functions to display images directly in Jupyter notebooks.</p>
-</section>
-<section id="markdown-image-with-attachment">
-<h2>Markdown Image with Attachment<a class="headerlink" href="#markdown-image-with-attachment" title="Permalink to this heading">#</a></h2>
+<p class="rubric">Markdown Image with Attachment</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span>![mathematica.png](attachment:5265a161-c705-42fc-a3ed-ec1fde427030.png)
 </pre></div>
 </div>
 <p>This method is used to embed an image as an attachment within a Jupyter notebook. It references the image by its attachment identifier, which is useful for images embedded directly within the notebook file.</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>
-</pre></div>
 </div>
-</section>
 </section>
 
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@@ -520,23 +496,6 @@ <h2>Markdown Image with Attachment<a class="headerlink" href="#markdown-image-wi
             
             
               
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