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@@ -243,29 +243,30 @@ <h3 class="anchored" data-anchor-id="with-databricks">With Databricks</h3>
 </section>
 <section id="llm-functions" class="level2">
 <h2 class="anchored" data-anchor-id="llm-functions">LLM functions</h2>
-<p>We will start with a very small table with product reviews:</p>
-<div class="sourceCode" id="cb3"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(dplyr)</span>
-<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a>reviews <span class="ot">&lt;-</span> <span class="fu">tribble</span>(</span>
-<span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a>  <span class="sc">~</span>review,</span>
-<span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a>  <span class="st">"This has been the best TV I've ever used. Great screen, and sound."</span>,</span>
-<span id="cb3-6"><a href="#cb3-6" aria-hidden="true" tabindex="-1"></a>  <span class="st">"I regret buying this laptop. It is too slow and the keyboard is too noisy"</span>,</span>
-<span id="cb3-7"><a href="#cb3-7" aria-hidden="true" tabindex="-1"></a>  <span class="st">"Not sure how to feel about my new washing machine. Great color, but hard to figure"</span></span>
-<span id="cb3-8"><a href="#cb3-8" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <section id="sentiment" class="level3">
 <h3 class="anchored" data-anchor-id="sentiment">Sentiment</h3>
 <p>Primarily, <code>mall</code> provides verb-like functions that expect a <code>tbl</code> as their first argument. This allows us to use them in piped operations.</p>
+<p>We will start with loading a very small data set contained in <code>mall</code>. It has 3 product reviews that we will use as the source of our examples.</p>
+<div class="sourceCode" id="cb3"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(mall)</span>
+<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a><span class="fu">data</span>(<span class="st">"reviews"</span>)</span>
+<span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a>reviews</span>
+<span id="cb3-6"><a href="#cb3-6" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt; # A tibble: 3 × 1</span></span>
+<span id="cb3-7"><a href="#cb3-7" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt;   review                                                                        </span></span>
+<span id="cb3-8"><a href="#cb3-8" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt;   &lt;chr&gt;                                                                         </span></span>
+<span id="cb3-9"><a href="#cb3-9" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt; 1 This has been the best TV I've ever used. Great screen, and sound.            </span></span>
+<span id="cb3-10"><a href="#cb3-10" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt; 2 I regret buying this laptop. It is too slow and the keyboard is too noisy     </span></span>
+<span id="cb3-11"><a href="#cb3-11" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt; 3 Not sure how to feel about my new washing machine. Great color, but hard to f…</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <p>For the first example, we’ll asses the sentiment of each review. In order to do this we will call <code>llm_sentiment()</code>:</p>
-<div class="sourceCode" id="cb4"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(mall)</span>
-<span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a>reviews <span class="sc">|&gt;</span></span>
-<span id="cb4-4"><a href="#cb4-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">llm_sentiment</span>(review)</span>
-<span id="cb4-5"><a href="#cb4-5" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt; # A tibble: 3 × 2</span></span>
-<span id="cb4-6"><a href="#cb4-6" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt;   review                                                              .sentiment</span></span>
-<span id="cb4-7"><a href="#cb4-7" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt;   &lt;chr&gt;                                                               &lt;chr&gt;     </span></span>
-<span id="cb4-8"><a href="#cb4-8" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt; 1 This has been the best TV I've ever used. Great screen, and sound.  positive  </span></span>
-<span id="cb4-9"><a href="#cb4-9" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt; 2 I regret buying this laptop. It is too slow and the keyboard is to… negative  </span></span>
-<span id="cb4-10"><a href="#cb4-10" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt; 3 Not sure how to feel about my new washing machine. Great color, bu… neutral</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode" id="cb4"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a>reviews <span class="sc">|&gt;</span></span>
+<span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">llm_sentiment</span>(review)</span>
+<span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt; # A tibble: 3 × 2</span></span>
+<span id="cb4-4"><a href="#cb4-4" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt;   review                                                              .sentiment</span></span>
+<span id="cb4-5"><a href="#cb4-5" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt;   &lt;chr&gt;                                                               &lt;chr&gt;     </span></span>
+<span id="cb4-6"><a href="#cb4-6" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt; 1 This has been the best TV I've ever used. Great screen, and sound.  positive  </span></span>
+<span id="cb4-7"><a href="#cb4-7" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt; 2 I regret buying this laptop. It is too slow and the keyboard is to… negative  </span></span>
+<span id="cb4-8"><a href="#cb4-8" aria-hidden="true" tabindex="-1"></a><span class="co">#&gt; 3 Not sure how to feel about my new washing machine. Great color, bu… neutral</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <p>The function let’s us modify the options to choose from:</p>
 <div class="sourceCode" id="cb5"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a>reviews <span class="sc">|&gt;</span></span>
 <span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">llm_sentiment</span>(review, <span class="at">options =</span> <span class="fu">c</span>(<span class="st">"positive"</span>, <span class="st">"negative"</span>))</span>

reference/index.html

@@ -151,6 +151,8 @@ <h1>Function Reference</h1>
 <p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Translates text to a specific language</p>
 <p><a href="llm_use.html">llm_use()</a></p>
 <p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Specify the model to use</p>
+<p><a href="reviews.html">reviews</a></p>
+<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Mini reviews data set</p>
 
 
 </section>