OutputStrategy

<p>Output Strategy Interface</p>
<p>Output Strategy Interface</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

OutputStrategy function


<div class="section" id="public-methods">
<h3>Public methods</h3><p></p><p><ul>
<li><p><a href="/link/OutputStrategy%24new()?package=aisdk&version=1.1.0" data-mini-rdoc="aisdk::OutputStrategy$new()"><code>OutputStrategy$new()</code></a></p></li>
<li><p><a href="/link/OutputStrategy%24get_instruction()?package=aisdk&version=1.1.0" data-mini-rdoc="aisdk::OutputStrategy$get_instruction()"><code>OutputStrategy$get_instruction()</code></a></p></li>
<li><p><a href="/link/OutputStrategy%24validate()?package=aisdk&version=1.1.0" data-mini-rdoc="aisdk::OutputStrategy$validate()"><code>OutputStrategy$validate()</code></a></p></li>
<li><p><a href="/link/OutputStrategy%24clone()?package=aisdk&version=1.1.0" data-mini-rdoc="aisdk::OutputStrategy$clone()"><code>OutputStrategy$clone()</code></a></p></li>
</ul></p><p></p></div><p><hr>
<a id="method-OutputStrategy-new"></a></p><div class="section" id="method-new-">
<h3>Method <code>new()</code></h3>
<p>Initialize the strategy.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>OutputStrategy$new()</code></pre><p></p></div><p></p>
</div><p></p><p>
</p><p><hr>
<a id="method-OutputStrategy-get_instruction"></a></p><div class="section" id="method-get-instruction-">
<h3>Method <code>get_instruction()</code></h3>
<p>Get the system prompt instruction for this strategy.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>OutputStrategy$get_instruction()</code></pre><p></p></div><p></p>
</div><p></p><p><div class="section" id="returns">
<h4>Returns</h4>
<p>A character string with instructions for the LLM.</p>
</div></p><p></p><p><hr>
<a id="method-OutputStrategy-validate"></a></p><div class="section" id="method-validate-">
<h3>Method <code>validate()</code></h3>
<p>Parse and validate the output text.</p><div class="section" id="usage">
<h4>Usage</h4>
<p><div class="r"></div></p><pre><code>OutputStrategy$validate(text, is_final = 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>text</code></dt>
<dd><p>The raw text output from the LLM.</p></dd></dl></div></p><p>
<dt><code>is_final</code></dt>
<dd><p>Logical, TRUE if this is the final output (not streaming).</p></dd></p><p>
</p><p></p>

<div class="section" id="returns">
<h4>Returns</h4>
<p>The parsed and validated object.</p>
</div><p></p><p></p><p><hr>
<a id="method-OutputStrategy-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>OutputStrategy$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

Output Strategy Interface — OutputStrategy


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

<ul>
<li><p><a href='#method-OutputStrategy-new'><code>OutputStrategy$new()</code></a></p></li>
<li><p><a href='#method-OutputStrategy-get_instruction'><code>OutputStrategy$get_instruction()</code></a></p></li>
<li><p><a href='#method-OutputStrategy-validate'><code>OutputStrategy$validate()</code></a></p></li>
<li><p><a href='#method-OutputStrategy-clone'><code>OutputStrategy$clone()</code></a></p></li>
</ul>

</div><p><hr>
<a id="method-OutputStrategy-new"></a></p><div class='section' id='method-new-'>
<h3>Method <code>new()</code></h3>
<p>Initialize the strategy.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>OutputStrategy$new()</code></pre><p></div></p>
</div>


</div><p><hr>
<a id="method-OutputStrategy-get_instruction"></a></p><div class='section' id='method-get-instruction-'>
<h3>Method <code>get_instruction()</code></h3>
<p>Get the system prompt instruction for this strategy.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>OutputStrategy$get_instruction()</code></pre><p></div></p>
</div>

<div class='section' id='returns'>
<h4>Returns</h4>
<p>A character string with instructions for the LLM.</p>
</div>

</div><p><hr>
<a id="method-OutputStrategy-validate"></a></p><div class='section' id='method-validate-'>
<h3>Method <code>validate()</code></h3>
<p>Parse and validate the output text.</p><div class='section' id='usage'>
<h4>Usage</h4>
<p><div class="r"></p><pre><code>OutputStrategy$validate(text, is_final = FALSE)</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>The raw text output from the LLM.</p></dd>


<dt><code>is_final</code></dt>
<dd><p>Logical, TRUE if this is the final output (not streaming).</p></dd>


</dl><p></div></p>
</div>
<div class='section' id='returns'>
<h4>Returns</h4>
<p>The parsed and validated object.</p>
</div>

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


OutputStrategy: Output Strategy Interface

Description

Arguments

Methods

Public methods

Method `new()`

Usage

Method `get_instruction()`

Usage

Returns

Method `validate()`

Usage

Arguments

Returns

Method `clone()`

Usage

Arguments

Details

Description

Arguments

Methods

Public methods

Method new()

Usage

Method get_instruction()

Usage

Returns

Method validate()

Usage

Arguments

Returns

Method clone()

Usage

Arguments

Details

Method `new()`

Method `get_instruction()`

Method `validate()`

Method `clone()`