KeywordAnalyzer

<p>Treats entire input as single token</p>

A lightweight vector database for text retrieval in R with embedded
machine learning models and no external API (Application Programming
Interface) keys. Supports dense and hybrid search, optional HNSW
(Hierarchical Navigable Small World) approximate nearest-neighbor indexing,
faceted filters with ACL (Access Control List) metadata, command-line
tools, and a local dashboard built with 'shiny'. The HNSW method is
described by Malkov and Yashunin (2018) <doi:10.1109/TPAMI.2018.2889473>.

Kwadwo Daddy Nyame Owusu Boakye

VectrixDB

Lightweight Vector Database with Embedded Machine Learning
Models

KeywordAnalyzer function

<p><code>VectrixDB::TextAnalyzer</code> -&gt; <code>KeywordAnalyzer</code></p>

Super class


<div class="section" id="public-methods">
<h3>Public methods</h3><p></p><p><ul>
<li><p><a href="/link/KeywordAnalyzer%24analyze()?package=VectrixDB&version=1.1.2" data-mini-rdoc="VectrixDB::KeywordAnalyzer$analyze()"><code>KeywordAnalyzer$analyze()</code></a></p></li>
<li><p><a href="/link/KeywordAnalyzer%24clone()?package=VectrixDB&version=1.1.2" data-mini-rdoc="VectrixDB::KeywordAnalyzer$clone()"><code>KeywordAnalyzer$clone()</code></a></p></li>
</ul></p><p></p></div><p><details open><summary>Inherited methods</summary>
<ul>
<li><span class="pkg-link" data-pkg="VectrixDB" data-topic="TextAnalyzer" data-id="analyze_query"><a href="/link/VectrixDB%3A%3ATextAnalyzer%24analyze_query()?package=VectrixDB&version=1.1.2" data-mini-rdoc="VectrixDB::VectrixDB::TextAnalyzer$analyze_query()"><code>VectrixDB::TextAnalyzer$analyze_query()</code></a></span></li>
<li><span class="pkg-link" data-pkg="VectrixDB" data-topic="TextAnalyzer" data-id="initialize"><a href="/link/VectrixDB%3A%3ATextAnalyzer%24initialize()?package=VectrixDB&version=1.1.2" data-mini-rdoc="VectrixDB::VectrixDB::TextAnalyzer$initialize()"><code>VectrixDB::TextAnalyzer$initialize()</code></a></span></li>
</ul>
</details></p><p><hr>
<a id="method-KeywordAnalyzer-analyze"></a></p><div class="section" id="method-analyze-">
<h3>Method <code>analyze()</code></h3>
<p>Analyze text as single keyword</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>KeywordAnalyzer$analyze(text)</code></pre><p></p></div><p></p>
</div><p></p><p><div class="section" id="arguments">
<h4>Arguments</h4>
<p><div class="arguments"></div></p><dl>
<dt><code>text</code></dt>
<dd><p>Input text</p></dd></dl></div></p><p>
</p><p></p>

<div class="section" id="returns">
<h4>Returns</h4>
<p>Single-element character vector</p>
</div><p></p><p></p><p><hr>
<a id="method-KeywordAnalyzer-clone"></a></p><div class="section" id="method-clone-">
<h3>Method <code>clone()</code></h3>
<p>The objects of this class are cloneable with this method.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>KeywordAnalyzer$clone(deep = FALSE)</code></pre><p></p></div><p></p>
</div><p></p><p><div class="section" id="arguments">
<h4>Arguments</h4>
<p><div class="arguments"></div></p><dl>
<dt><code>deep</code></dt>
<dd><p>Whether to make a deep clone.</p></dd></dl></div></p><p>
</p><p></p>
<p></p><p>
</p>

Methods

Keyword Analyzer — KeywordAnalyzer


<div class='section' id='public-methods'>
<h3>Public methods</h3>

<ul>
<li><p><a href='#method-KeywordAnalyzer-analyze'><code>KeywordAnalyzer$analyze()</code></a></p></li>
<li><p><a href='#method-KeywordAnalyzer-clone'><code>KeywordAnalyzer$clone()</code></a></p></li>
</ul>

</div><p><details open><summary>Inherited methods</summary>
<ul>
<li><span class="pkg-link" data-pkg="VectrixDB" data-topic="TextAnalyzer" data-id="analyze_query"><a href='../../VectrixDB/html/TextAnalyzer.html#method-TextAnalyzer-analyze_query'><code>VectrixDB::TextAnalyzer$analyze_query()</code></a></span></li>
<li><span class="pkg-link" data-pkg="VectrixDB" data-topic="TextAnalyzer" data-id="initialize"><a href='../../VectrixDB/html/TextAnalyzer.html#method-TextAnalyzer-initialize'><code>VectrixDB::TextAnalyzer$initialize()</code></a></span></li>
</ul>
</details>

<hr>
<a id="method-KeywordAnalyzer-analyze"></a></p><div class='section' id='method-analyze-'>
<h3>Method <code>analyze()</code></h3>
<p>Analyze text as single keyword</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>KeywordAnalyzer$analyze(text)</code></pre><p></div></p>
</div>

<div class='section' id='arguments'>
<h4>Arguments</h4>
<p><div class="arguments"></p><dl>
<dt><code>text</code></dt>
<dd><p>Input text</p></dd>


</dl><p></div></p>
</div>
<div class='section' id='returns'>
<h4>Returns</h4>
<p>Single-element character vector</p>
</div>

</div><p><hr>
<a id="method-KeywordAnalyzer-clone"></a></p><div class='section' id='method-clone-'>
<h3>Method <code>clone()</code></h3>
<p>The objects of this class are cloneable with this method.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>KeywordAnalyzer$clone(deep = FALSE)</code></pre><p></div></p>
</div>

<div class='section' id='arguments'>
<h4>Arguments</h4>
<p><div class="arguments"></p><dl>
<dt><code>deep</code></dt>
<dd><p>Whether to make a deep clone.</p></dd>


</dl><p></div></p>
</div>

</div>


KeywordAnalyzer: Keyword Analyzer

Description

Arguments

Super class

Methods

Public methods

Method `analyze()`

Usage

Arguments

Returns

Method `clone()`

Usage

Arguments

Description

Arguments

Super class

Methods

Public methods

Method analyze()

Usage

Arguments

Returns

Method clone()

Usage

Arguments

Method `analyze()`

Method `clone()`