EmbeddingModelV1

<p>Abstract interface for embedding models.</p>

A production-grade AI toolkit for R featuring a layered
architecture (Specification, Utilities, Providers, Core), request
interception support, robust error handling with exponential retry
delays, support for multiple AI model providers ('OpenAI',
'Anthropic', etc.), local small language model inference,
distributed 'MCP' ecosystem, multi-agent orchestration, progressive
knowledge loading through skills, and a global skill store for
sharing AI capabilities.

Yonghe Xia

aisdk

Unified Interface for AI Model Providers

EmbeddingModelV1 function

<p><div class="r6-fields"></div></p><dl>
<dt><code>specification_version</code></dt>
<dd><p>The version of this specification.</p></dd><p></p><p>
<dt><code>provider</code></dt>
<dd><p>The provider identifier.</p></dd></p><p>
<dt><code>model_id</code></dt>
<dd><p>The model identifier.</p></dd></p><p>
</p></dl><p></p>

Public fields


<div class="section" id="public-methods">
<h3>Public methods</h3><p></p><p><ul>
<li><p><a href="/link/EmbeddingModelV1%24new()?package=aisdk&version=1.1.0" data-mini-rdoc="aisdk::EmbeddingModelV1$new()"><code>EmbeddingModelV1$new()</code></a></p></li>
<li><p><a href="/link/EmbeddingModelV1%24do_embed()?package=aisdk&version=1.1.0" data-mini-rdoc="aisdk::EmbeddingModelV1$do_embed()"><code>EmbeddingModelV1$do_embed()</code></a></p></li>
<li><p><a href="/link/EmbeddingModelV1%24clone()?package=aisdk&version=1.1.0" data-mini-rdoc="aisdk::EmbeddingModelV1$clone()"><code>EmbeddingModelV1$clone()</code></a></p></li>
</ul></p><p></p></div><p><hr>
<a id="method-EmbeddingModelV1-new"></a></p><div class="section" id="method-new-">
<h3>Method <code>new()</code></h3>
<p>Initialize the embedding model.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>EmbeddingModelV1$new(provider, model_id)</code></pre><p></p></div><p></p>
</div><p></p><p><div class="section" id="arguments">
<h4>Arguments</h4>
<p><div class="arguments"></div></p><dl>
<dt><code>provider</code></dt>
<dd><p>Provider name.</p></dd></dl></div></p><p>
<dt><code>model_id</code></dt>
<dd><p>Model ID.</p></dd></p><p>
</p><p></p>
<p></p><p></p><p><hr>
<a id="method-EmbeddingModelV1-do_embed"></a></p><div class="section" id="method-do-embed-">
<h3>Method <code>do_embed()</code></h3>
<p>Generate embeddings for a value. Abstract method.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>EmbeddingModelV1$do_embed(value)</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>value</code></dt>
<dd><p>A character string or vector to embed.</p></dd></dl></div></p><p>
</p><p></p>

<div class="section" id="returns">
<h4>Returns</h4>
<p>A list with embeddings.</p>
</div><p></p><p></p><p><hr>
<a id="method-EmbeddingModelV1-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>EmbeddingModelV1$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

Embedding Model V1 (Abstract Base Class) — EmbeddingModelV1

<p><div class="r6-fields"></p><dl>
<dt><code>specification_version</code></dt>
<dd><p>The version of this specification.</p></dd>


<dt><code>provider</code></dt>
<dd><p>The provider identifier.</p></dd>


<dt><code>model_id</code></dt>
<dd><p>The model identifier.</p></dd>


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


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

<ul>
<li><p><a href='#method-EmbeddingModelV1-new'><code>EmbeddingModelV1$new()</code></a></p></li>
<li><p><a href='#method-EmbeddingModelV1-do_embed'><code>EmbeddingModelV1$do_embed()</code></a></p></li>
<li><p><a href='#method-EmbeddingModelV1-clone'><code>EmbeddingModelV1$clone()</code></a></p></li>
</ul>

</div><p><hr>
<a id="method-EmbeddingModelV1-new"></a></p><div class='section' id='method-new-'>
<h3>Method <code>new()</code></h3>
<p>Initialize the embedding model.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>EmbeddingModelV1$new(provider, model_id)</code></pre><p></div></p>
</div>

<div class='section' id='arguments'>
<h4>Arguments</h4>
<p><div class="arguments"></p><dl>
<dt><code>provider</code></dt>
<dd><p>Provider name.</p></dd>


<dt><code>model_id</code></dt>
<dd><p>Model ID.</p></dd>


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

</div><p><hr>
<a id="method-EmbeddingModelV1-do_embed"></a></p><div class='section' id='method-do-embed-'>
<h3>Method <code>do_embed()</code></h3>
<p>Generate embeddings for a value. Abstract method.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>EmbeddingModelV1$do_embed(value)</code></pre><p></div></p>
</div>

<div class='section' id='arguments'>
<h4>Arguments</h4>
<p><div class="arguments"></p><dl>
<dt><code>value</code></dt>
<dd><p>A character string or vector to embed.</p></dd>


</dl><p></div></p>
</div>
<div class='section' id='returns'>
<h4>Returns</h4>
<p>A list with embeddings.</p>
</div>

</div><p><hr>
<a id="method-EmbeddingModelV1-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>EmbeddingModelV1$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>


EmbeddingModelV1: Embedding Model V1 (Abstract Base Class)

Description

Arguments

Public fields

Methods

Public methods

Method `new()`

Usage

Arguments

Method `do_embed()`

Usage

Arguments

Returns

Method `clone()`

Usage

Arguments

Description

Arguments

Public fields

Methods

Public methods

Method new()

Usage

Arguments

Method do_embed()

Usage

Arguments

Returns

Method clone()

Usage

Arguments

Method `new()`

Method `do_embed()`

Method `clone()`