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2 changes: 1 addition & 1 deletion _sources/use_cases/question_answering.rst.txt
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.. raw:: html

<div style="display: flex; justify-content: flex-start; align-items: center; margin-bottom: 20px;">
<a href="https://colab.research.google.com/github/SylphAI-Inc/AdalFlow/blob/main/notebooks/notebooks/qas/adalflow_object_count_auto_optimization.ipynb" target="_blank" style="margin-right: 10px;">
<a href="https://colab.research.google.com/github/SylphAI-Inc/AdalFlow/blob/main/notebooks/qas/adalflow_object_count_auto_optimization.ipynb" target="_blank" style="margin-right: 10px;">
<img alt="Try Quickstart in Colab" src="https://colab.research.google.com/assets/colab-badge.svg" style="vertical-align: middle;">
</a>
<a href="https://github.com/SylphAI-Inc/AdalFlow/tree/main/use_cases/question_answering/bbh/object_count" target="_blank" style="display: flex; align-items: center;">
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12 changes: 6 additions & 6 deletions apis/datasets/datasets.types.html
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8 changes: 4 additions & 4 deletions apis/datasets/index.html
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Expand Up @@ -624,12 +624,12 @@ <h2>Overview<a class="headerlink" href="#overview" title="Link to this heading">

<dl class="py class">
<dt class="sig sig-object py" id="datasets.Example">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">Example</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'a5cfe255-3ca5-4100-801f-829e6403a04f'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">question</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">answer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/datasets/types.html#Example"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#datasets.Example" title="Link to this definition">#</a></dt>
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">Example</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'9ba27955-b8b7-4a38-863f-7b2487fc4441'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">question</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">answer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/datasets/types.html#Example"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#datasets.Example" title="Link to this definition">#</a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">DataClass</span></code></p>
<p>A common dataclass for representing examples in a dataset.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="datasets.Example.id">
<span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'a5cfe255-3ca5-4100-801f-829e6403a04f'</span></em><a class="headerlink" href="#datasets.Example.id" title="Link to this definition">#</a></dt>
<span class="sig-name descname"><span class="pre">id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'9ba27955-b8b7-4a38-863f-7b2487fc4441'</span></em><a class="headerlink" href="#datasets.Example.id" title="Link to this definition">#</a></dt>
<dd></dd></dl>

<dl class="py attribute">
Expand All @@ -646,7 +646,7 @@ <h2>Overview<a class="headerlink" href="#overview" title="Link to this heading">

<dl class="py class">
<dt class="sig sig-object py" id="datasets.HotPotQAData">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">HotPotQAData</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'a5cfe255-3ca5-4100-801f-829e6403a04f'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">question</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">answer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">gold_titles</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">set</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/datasets/types.html#HotPotQAData"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#datasets.HotPotQAData" title="Link to this definition">#</a></dt>
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">HotPotQAData</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'9ba27955-b8b7-4a38-863f-7b2487fc4441'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">question</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">answer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">gold_titles</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">set</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/datasets/types.html#HotPotQAData"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#datasets.HotPotQAData" title="Link to this definition">#</a></dt>
<dd><p>Bases: <a class="reference internal" href="datasets.types.html#datasets.types.Example" title="datasets.types.Example"><code class="xref py py-class docutils literal notranslate"><span class="pre">Example</span></code></a></p>
<p>A dataclass for representing examples in the HotPotQA dataset.</p>
<dl class="py attribute">
Expand All @@ -671,7 +671,7 @@ <h2>Overview<a class="headerlink" href="#overview" title="Link to this heading">

<dl class="py class">
<dt class="sig sig-object py" id="datasets.TrecData">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TrecData</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'8a59cb7b-fc6e-416e-9bee-eb19280ac59c'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">question</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">class_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">class_index</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">-1</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/datasets/types.html#TrecData"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#datasets.TrecData" title="Link to this definition">#</a></dt>
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">TrecData</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'921f80a7-a317-4ac1-bba2-b4ac7d61e181'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">question</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">class_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">class_index</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">-1</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/datasets/types.html#TrecData"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#datasets.TrecData" title="Link to this definition">#</a></dt>
<dd><p>Bases: <a class="reference internal" href="datasets.types.html#datasets.types.BaseData" title="datasets.types.BaseData"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseData</span></code></a></p>
<p>A dataclass for representing examples in the TREC dataset.</p>
<dl class="py attribute">
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<article class="bd-article">

<div style="display: flex; justify-content: flex-start; align-items: center; margin-bottom: 20px;">
<a href="https://colab.research.google.com/github/SylphAI-Inc/AdalFlow/blob/main/notebooks/notebooks/qas/adalflow_object_count_auto_optimization.ipynb" target="_blank" style="margin-right: 10px;">
<a href="https://colab.research.google.com/github/SylphAI-Inc/AdalFlow/blob/main/notebooks/qas/adalflow_object_count_auto_optimization.ipynb" target="_blank" style="margin-right: 10px;">
<img alt="Try Quickstart in Colab" src="https://colab.research.google.com/assets/colab-badge.svg" style="vertical-align: middle;">
</a>
<a href="https://github.com/SylphAI-Inc/AdalFlow/tree/main/use_cases/question_answering/bbh/object_count" target="_blank" style="display: flex; align-items: center;">
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