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contents"> <label class=md-nav__title for=__toc> <span class="md-nav__icon md-icon"></span> Table of contents </label> <ul class=md-nav__list data-md-component=toc data-md-scrollfix> <li class=md-nav__item> <a href=#evidence class=md-nav__link> <span class=md-ellipsis> Evidence </span> </a> </li> <li class=md-nav__item> <a href=#citation class=md-nav__link> <span class=md-ellipsis> Citation </span> </a> </li> <li class=md-nav__item> <a href=#knowledgegapoutput class=md-nav__link> <span class=md-ellipsis> KnowledgeGapOutput </span> </a> </li> <li class=md-nav__item> <a href=#agentselectionplan class=md-nav__link> <span class=md-ellipsis> AgentSelectionPlan </span> </a> </li> <li class=md-nav__item> <a href=#agenttask class=md-nav__link> <span class=md-ellipsis> AgentTask </span> </a> </li> <li class=md-nav__item> <a href=#reportdraft class=md-nav__link> <span class=md-ellipsis> ReportDraft </span> </a> </li> <li class=md-nav__item> <a href=#reportsection class=md-nav__link> <span class=md-ellipsis> ReportSection </span> </a> </li> <li class=md-nav__item> <a href=#parsedquery class=md-nav__link> <span class=md-ellipsis> ParsedQuery </span> </a> </li> <li class=md-nav__item> <a href=#conversation class=md-nav__link> <span class=md-ellipsis> Conversation </span> </a> </li> <li class=md-nav__item> <a href=#iterationdata class=md-nav__link> <span class=md-ellipsis> IterationData </span> </a> </li> <li class=md-nav__item> <a href=#agentevent class=md-nav__link> <span class=md-ellipsis> AgentEvent </span> </a> </li> <li class=md-nav__item> <a href=#budgetstatus class=md-nav__link> <span class=md-ellipsis> BudgetStatus </span> </a> </li> <li class=md-nav__item> <a href=#see-also class=md-nav__link> <span class=md-ellipsis> See Also </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=../../contributing/ class=md-nav__link> <span class=md-ellipsis> Contributing </span> </a> </li> <li class=md-nav__item> <a href=../../license/ class=md-nav__link> <span class=md-ellipsis> License </span> </a> </li> <li class=md-nav__item> <a href=../../team/ class=md-nav__link> <span class=md-ellipsis> Team </span> </a> </li> </ul> </nav> </div> </div> </div> <div class="md-sidebar md-sidebar--secondary" data-md-component=sidebar data-md-type=toc> <div class=md-sidebar__scrollwrap> <div class=md-sidebar__inner> <nav class="md-nav md-nav--secondary" aria-label="Table of contents"> <label class=md-nav__title for=__toc> <span class="md-nav__icon md-icon"></span> Table of contents </label> <ul class=md-nav__list data-md-component=toc data-md-scrollfix> <li class=md-nav__item> <a href=#evidence class=md-nav__link> <span class=md-ellipsis> Evidence </span> </a> </li> <li class=md-nav__item> <a href=#citation class=md-nav__link> <span class=md-ellipsis> Citation </span> </a> </li> <li class=md-nav__item> <a href=#knowledgegapoutput class=md-nav__link> <span class=md-ellipsis> KnowledgeGapOutput </span> </a> </li> <li class=md-nav__item> <a href=#agentselectionplan class=md-nav__link> <span class=md-ellipsis> AgentSelectionPlan </span> </a> </li> <li class=md-nav__item> <a href=#agenttask class=md-nav__link> <span class=md-ellipsis> AgentTask </span> </a> </li> <li class=md-nav__item> <a href=#reportdraft class=md-nav__link> <span class=md-ellipsis> ReportDraft </span> </a> </li> <li class=md-nav__item> <a href=#reportsection class=md-nav__link> <span class=md-ellipsis> ReportSection </span> </a> </li> <li class=md-nav__item> <a href=#parsedquery class=md-nav__link> <span class=md-ellipsis> ParsedQuery </span> </a> </li> <li class=md-nav__item> <a href=#conversation class=md-nav__link> <span class=md-ellipsis> Conversation </span> </a> </li> <li class=md-nav__item> <a href=#iterationdata class=md-nav__link> <span class=md-ellipsis> IterationData </span> </a> </li> <li class=md-nav__item> <a href=#agentevent class=md-nav__link> <span class=md-ellipsis> AgentEvent </span> </a> </li> <li class=md-nav__item> <a href=#budgetstatus class=md-nav__link> <span class=md-ellipsis> BudgetStatus </span> </a> </li> <li class=md-nav__item> <a href=#see-also class=md-nav__link> <span class=md-ellipsis> See Also </span> </a> </li> </ul> </nav> </div> </div> </div> <div class=md-content data-md-component=content> <article class="md-content__inner md-typeset"> <h1 id=models-api-reference>Models API Reference<a class=headerlink href=#models-api-reference title="Permanent link">&para;</a></h1> <p>This page documents the Pydantic models used throughout DeepCritical.</p> <h2 id=evidence>Evidence<a class=headerlink href=#evidence title="Permanent link">&para;</a></h2> <p><strong>Module</strong>: <code>src.utils.models</code></p> <p><strong>Purpose</strong>: Represents evidence from search results.</p> <div class=highlight><pre><span></span><code><a id=__codelineno-0-1 name=__codelineno-0-1 href=#__codelineno-0-1></a><span class=k>class</span><span class=w> </span><span class=nc>Evidence</span><span class=p>(</span><span class=n>BaseModel</span><span class=p>):</span>
<a id=__codelineno-0-2 name=__codelineno-0-2 href=#__codelineno-0-2></a> <span class=n>citation</span><span class=p>:</span> <span class=n>Citation</span>
<a id=__codelineno-0-3 name=__codelineno-0-3 href=#__codelineno-0-3></a> <span class=n>content</span><span class=p>:</span> <span class=nb>str</span>
<a id=__codelineno-0-4 name=__codelineno-0-4 href=#__codelineno-0-4></a> <span class=n>relevance_score</span><span class=p>:</span> <span class=nb>float</span> <span class=o>=</span> <span class=n>Field</span><span class=p>(</span><span class=n>ge</span><span class=o>=</span><span class=mf>0.0</span><span class=p>,</span> <span class=n>le</span><span class=o>=</span><span class=mf>1.0</span><span class=p>)</span>
<a id=__codelineno-0-5 name=__codelineno-0-5 href=#__codelineno-0-5></a> <span class=n>metadata</span><span class=p>:</span> <span class=nb>dict</span><span class=p>[</span><span class=nb>str</span><span class=p>,</span> <span class=n>Any</span><span class=p>]</span> <span class=o>=</span> <span class=n>Field</span><span class=p>(</span><span class=n>default_factory</span><span class=o>=</span><span class=nb>dict</span><span class=p>)</span>
</code></pre></div> <p><strong>Fields</strong>: - <code>citation</code>: Citation information (title, URL, date, authors) - <code>content</code>: Evidence text content - <code>relevance_score</code>: Relevance score (0.0-1.0) - <code>metadata</code>: Additional metadata dictionary</p> <h2 id=citation>Citation<a class=headerlink href=#citation title="Permanent link">&para;</a></h2> <p><strong>Module</strong>: <code>src.utils.models</code></p> <p><strong>Purpose</strong>: Citation information for evidence.</p> <div class=highlight><pre><span></span><code><a id=__codelineno-1-1 name=__codelineno-1-1 href=#__codelineno-1-1></a><span class=k>class</span><span class=w> </span><span class=nc>Citation</span><span class=p>(</span><span class=n>BaseModel</span><span class=p>):</span>
<a id=__codelineno-1-2 name=__codelineno-1-2 href=#__codelineno-1-2></a> <span class=n>title</span><span class=p>:</span> <span class=nb>str</span>
<a id=__codelineno-1-3 name=__codelineno-1-3 href=#__codelineno-1-3></a> <span class=n>url</span><span class=p>:</span> <span class=nb>str</span>
<a id=__codelineno-1-4 name=__codelineno-1-4 href=#__codelineno-1-4></a> <span class=n>date</span><span class=p>:</span> <span class=nb>str</span> <span class=o>|</span> <span class=kc>None</span> <span class=o>=</span> <span class=kc>None</span>
<a id=__codelineno-1-5 name=__codelineno-1-5 href=#__codelineno-1-5></a> <span class=n>authors</span><span class=p>:</span> <span class=nb>list</span><span class=p>[</span><span class=nb>str</span><span class=p>]</span> <span class=o>=</span> <span class=n>Field</span><span class=p>(</span><span class=n>default_factory</span><span class=o>=</span><span class=nb>list</span><span class=p>)</span>
</code></pre></div> <p><strong>Fields</strong>: - <code>title</code>: Article/trial title - <code>url</code>: Source URL - <code>date</code>: Publication date (optional) - <code>authors</code>: List of authors (optional)</p> <h2 id=knowledgegapoutput>KnowledgeGapOutput<a class=headerlink href=#knowledgegapoutput title="Permanent link">&para;</a></h2> <p><strong>Module</strong>: <code>src.utils.models</code></p> <p><strong>Purpose</strong>: Output from knowledge gap evaluation.</p> <div class=highlight><pre><span></span><code><a id=__codelineno-2-1 name=__codelineno-2-1 href=#__codelineno-2-1></a><span class=k>class</span><span class=w> </span><span class=nc>KnowledgeGapOutput</span><span class=p>(</span><span class=n>BaseModel</span><span class=p>):</span>
<a id=__codelineno-2-2 name=__codelineno-2-2 href=#__codelineno-2-2></a> <span class=n>research_complete</span><span class=p>:</span> <span class=nb>bool</span>
<a id=__codelineno-2-3 name=__codelineno-2-3 href=#__codelineno-2-3></a> <span class=n>outstanding_gaps</span><span class=p>:</span> <span class=nb>list</span><span class=p>[</span><span class=nb>str</span><span class=p>]</span> <span class=o>=</span> <span class=n>Field</span><span class=p>(</span><span class=n>default_factory</span><span class=o>=</span><span class=nb>list</span><span class=p>)</span>
</code></pre></div> <p><strong>Fields</strong>: - <code>research_complete</code>: Boolean indicating if research is complete - <code>outstanding_gaps</code>: List of remaining knowledge gaps</p> <h2 id=agentselectionplan>AgentSelectionPlan<a class=headerlink href=#agentselectionplan title="Permanent link">&para;</a></h2> <p><strong>Module</strong>: <code>src.utils.models</code></p> <p><strong>Purpose</strong>: Plan for tool/agent selection.</p> <div class=highlight><pre><span></span><code><a id=__codelineno-3-1 name=__codelineno-3-1 href=#__codelineno-3-1></a><span class=k>class</span><span class=w> </span><span class=nc>AgentSelectionPlan</span><span class=p>(</span><span class=n>BaseModel</span><span class=p>):</span>
<a id=__codelineno-3-2 name=__codelineno-3-2 href=#__codelineno-3-2></a> <span class=n>tasks</span><span class=p>:</span> <span class=nb>list</span><span class=p>[</span><span class=n>AgentTask</span><span class=p>]</span> <span class=o>=</span> <span class=n>Field</span><span class=p>(</span><span class=n>default_factory</span><span class=o>=</span><span class=nb>list</span><span class=p>)</span>
</code></pre></div> <p><strong>Fields</strong>: - <code>tasks</code>: List of agent tasks to execute</p> <h2 id=agenttask>AgentTask<a class=headerlink href=#agenttask title="Permanent link">&para;</a></h2> <p><strong>Module</strong>: <code>src.utils.models</code></p> <p><strong>Purpose</strong>: Individual agent task.</p> <div class=highlight><pre><span></span><code><a id=__codelineno-4-1 name=__codelineno-4-1 href=#__codelineno-4-1></a><span class=k>class</span><span class=w> </span><span class=nc>AgentTask</span><span class=p>(</span><span class=n>BaseModel</span><span class=p>):</span>
<a id=__codelineno-4-2 name=__codelineno-4-2 href=#__codelineno-4-2></a> <span class=n>agent_name</span><span class=p>:</span> <span class=nb>str</span>
<a id=__codelineno-4-3 name=__codelineno-4-3 href=#__codelineno-4-3></a> <span class=n>query</span><span class=p>:</span> <span class=nb>str</span>
<a id=__codelineno-4-4 name=__codelineno-4-4 href=#__codelineno-4-4></a> <span class=n>context</span><span class=p>:</span> <span class=nb>dict</span><span class=p>[</span><span class=nb>str</span><span class=p>,</span> <span class=n>Any</span><span class=p>]</span> <span class=o>=</span> <span class=n>Field</span><span class=p>(</span><span class=n>default_factory</span><span class=o>=</span><span class=nb>dict</span><span class=p>)</span>
</code></pre></div> <p><strong>Fields</strong>: - <code>agent_name</code>: Name of agent to use - <code>query</code>: Task query - <code>context</code>: Additional context dictionary</p> <h2 id=reportdraft>ReportDraft<a class=headerlink href=#reportdraft title="Permanent link">&para;</a></h2> <p><strong>Module</strong>: <code>src.utils.models</code></p> <p><strong>Purpose</strong>: Draft structure for long-form reports.</p> <div class=highlight><pre><span></span><code><a id=__codelineno-5-1 name=__codelineno-5-1 href=#__codelineno-5-1></a><span class=k>class</span><span class=w> </span><span class=nc>ReportDraft</span><span class=p>(</span><span class=n>BaseModel</span><span class=p>):</span>
<a id=__codelineno-5-2 name=__codelineno-5-2 href=#__codelineno-5-2></a> <span class=n>title</span><span class=p>:</span> <span class=nb>str</span>
<a id=__codelineno-5-3 name=__codelineno-5-3 href=#__codelineno-5-3></a> <span class=n>sections</span><span class=p>:</span> <span class=nb>list</span><span class=p>[</span><span class=n>ReportSection</span><span class=p>]</span> <span class=o>=</span> <span class=n>Field</span><span class=p>(</span><span class=n>default_factory</span><span class=o>=</span><span class=nb>list</span><span class=p>)</span>
<a id=__codelineno-5-4 name=__codelineno-5-4 href=#__codelineno-5-4></a> <span class=n>references</span><span class=p>:</span> <span class=nb>list</span><span class=p>[</span><span class=n>Citation</span><span class=p>]</span> <span class=o>=</span> <span class=n>Field</span><span class=p>(</span><span class=n>default_factory</span><span class=o>=</span><span class=nb>list</span><span class=p>)</span>
</code></pre></div> <p><strong>Fields</strong>: - <code>title</code>: Report title - <code>sections</code>: List of report sections - <code>references</code>: List of citations</p> <h2 id=reportsection>ReportSection<a class=headerlink href=#reportsection title="Permanent link">&para;</a></h2> <p><strong>Module</strong>: <code>src.utils.models</code></p> <p><strong>Purpose</strong>: Individual section in a report draft.</p> <div class=highlight><pre><span></span><code><a id=__codelineno-6-1 name=__codelineno-6-1 href=#__codelineno-6-1></a><span class=k>class</span><span class=w> </span><span class=nc>ReportSection</span><span class=p>(</span><span class=n>BaseModel</span><span class=p>):</span>
<a id=__codelineno-6-2 name=__codelineno-6-2 href=#__codelineno-6-2></a> <span class=n>title</span><span class=p>:</span> <span class=nb>str</span>
<a id=__codelineno-6-3 name=__codelineno-6-3 href=#__codelineno-6-3></a> <span class=n>content</span><span class=p>:</span> <span class=nb>str</span>
<a id=__codelineno-6-4 name=__codelineno-6-4 href=#__codelineno-6-4></a> <span class=n>order</span><span class=p>:</span> <span class=nb>int</span>
</code></pre></div> <p><strong>Fields</strong>: - <code>title</code>: Section title - <code>content</code>: Section content - <code>order</code>: Section order number</p> <h2 id=parsedquery>ParsedQuery<a class=headerlink href=#parsedquery title="Permanent link">&para;</a></h2> <p><strong>Module</strong>: <code>src.utils.models</code></p> <p><strong>Purpose</strong>: Parsed and improved query.</p> <div class=highlight><pre><span></span><code><a id=__codelineno-7-1 name=__codelineno-7-1 href=#__codelineno-7-1></a><span class=k>class</span><span class=w> </span><span class=nc>ParsedQuery</span><span class=p>(</span><span class=n>BaseModel</span><span class=p>):</span>
<a id=__codelineno-7-2 name=__codelineno-7-2 href=#__codelineno-7-2></a> <span class=n>original_query</span><span class=p>:</span> <span class=nb>str</span>
<a id=__codelineno-7-3 name=__codelineno-7-3 href=#__codelineno-7-3></a> <span class=n>improved_query</span><span class=p>:</span> <span class=nb>str</span>
<a id=__codelineno-7-4 name=__codelineno-7-4 href=#__codelineno-7-4></a> <span class=n>research_mode</span><span class=p>:</span> <span class=n>Literal</span><span class=p>[</span><span class=s2>&quot;iterative&quot;</span><span class=p>,</span> <span class=s2>&quot;deep&quot;</span><span class=p>]</span>
<a id=__codelineno-7-5 name=__codelineno-7-5 href=#__codelineno-7-5></a> <span class=n>key_entities</span><span class=p>:</span> <span class=nb>list</span><span class=p>[</span><span class=nb>str</span><span class=p>]</span> <span class=o>=</span> <span class=n>Field</span><span class=p>(</span><span class=n>default_factory</span><span class=o>=</span><span class=nb>list</span><span class=p>)</span>
<a id=__codelineno-7-6 name=__codelineno-7-6 href=#__codelineno-7-6></a> <span class=n>research_questions</span><span class=p>:</span> <span class=nb>list</span><span class=p>[</span><span class=nb>str</span><span class=p>]</span> <span class=o>=</span> <span class=n>Field</span><span class=p>(</span><span class=n>default_factory</span><span class=o>=</span><span class=nb>list</span><span class=p>)</span>
</code></pre></div> <p><strong>Fields</strong>: - <code>original_query</code>: Original query string - <code>improved_query</code>: Refined query string - <code>research_mode</code>: Research mode ("iterative" or "deep") - <code>key_entities</code>: List of key entities - <code>research_questions</code>: List of research questions</p> <h2 id=conversation>Conversation<a class=headerlink href=#conversation title="Permanent link">&para;</a></h2> <p><strong>Module</strong>: <code>src.utils.models</code></p> <p><strong>Purpose</strong>: Conversation history with iterations.</p> <div class=highlight><pre><span></span><code><a id=__codelineno-8-1 name=__codelineno-8-1 href=#__codelineno-8-1></a><span class=k>class</span><span class=w> </span><span class=nc>Conversation</span><span class=p>(</span><span class=n>BaseModel</span><span class=p>):</span>
<a id=__codelineno-8-2 name=__codelineno-8-2 href=#__codelineno-8-2></a> <span class=n>iterations</span><span class=p>:</span> <span class=nb>list</span><span class=p>[</span><span class=n>IterationData</span><span class=p>]</span> <span class=o>=</span> <span class=n>Field</span><span class=p>(</span><span class=n>default_factory</span><span class=o>=</span><span class=nb>list</span><span class=p>)</span>
</code></pre></div> <p><strong>Fields</strong>: - <code>iterations</code>: List of iteration data</p> <h2 id=iterationdata>IterationData<a class=headerlink href=#iterationdata title="Permanent link">&para;</a></h2> <p><strong>Module</strong>: <code>src.utils.models</code></p> <p><strong>Purpose</strong>: Data for a single iteration.</p> <div class=highlight><pre><span></span><code><a id=__codelineno-9-1 name=__codelineno-9-1 href=#__codelineno-9-1></a><span class=k>class</span><span class=w> </span><span class=nc>IterationData</span><span class=p>(</span><span class=n>BaseModel</span><span class=p>):</span>
<a id=__codelineno-9-2 name=__codelineno-9-2 href=#__codelineno-9-2></a> <span class=n>iteration</span><span class=p>:</span> <span class=nb>int</span>
<a id=__codelineno-9-3 name=__codelineno-9-3 href=#__codelineno-9-3></a> <span class=n>observations</span><span class=p>:</span> <span class=nb>str</span> <span class=o>|</span> <span class=kc>None</span> <span class=o>=</span> <span class=kc>None</span>
<a id=__codelineno-9-4 name=__codelineno-9-4 href=#__codelineno-9-4></a> <span class=n>knowledge_gaps</span><span class=p>:</span> <span class=nb>list</span><span class=p>[</span><span class=nb>str</span><span class=p>]</span> <span class=o>=</span> <span class=n>Field</span><span class=p>(</span><span class=n>default_factory</span><span class=o>=</span><span class=nb>list</span><span class=p>)</span>
<a id=__codelineno-9-5 name=__codelineno-9-5 href=#__codelineno-9-5></a> <span class=n>tool_calls</span><span class=p>:</span> <span class=nb>list</span><span class=p>[</span><span class=nb>dict</span><span class=p>[</span><span class=nb>str</span><span class=p>,</span> <span class=n>Any</span><span class=p>]]</span> <span class=o>=</span> <span class=n>Field</span><span class=p>(</span><span class=n>default_factory</span><span class=o>=</span><span class=nb>list</span><span class=p>)</span>
<a id=__codelineno-9-6 name=__codelineno-9-6 href=#__codelineno-9-6></a> <span class=n>findings</span><span class=p>:</span> <span class=nb>str</span> <span class=o>|</span> <span class=kc>None</span> <span class=o>=</span> <span class=kc>None</span>
<a id=__codelineno-9-7 name=__codelineno-9-7 href=#__codelineno-9-7></a> <span class=n>thoughts</span><span class=p>:</span> <span class=nb>str</span> <span class=o>|</span> <span class=kc>None</span> <span class=o>=</span> <span class=kc>None</span>
</code></pre></div> <p><strong>Fields</strong>: - <code>iteration</code>: Iteration number - <code>observations</code>: Generated observations - <code>knowledge_gaps</code>: Identified knowledge gaps - <code>tool_calls</code>: Tool calls made - <code>findings</code>: Findings from tools - <code>thoughts</code>: Agent thoughts</p> <h2 id=agentevent>AgentEvent<a class=headerlink href=#agentevent title="Permanent link">&para;</a></h2> <p><strong>Module</strong>: <code>src.utils.models</code></p> <p><strong>Purpose</strong>: Event emitted during research execution.</p> <div class=highlight><pre><span></span><code><a id=__codelineno-10-1 name=__codelineno-10-1 href=#__codelineno-10-1></a><span class=k>class</span><span class=w> </span><span class=nc>AgentEvent</span><span class=p>(</span><span class=n>BaseModel</span><span class=p>):</span>
<a id=__codelineno-10-2 name=__codelineno-10-2 href=#__codelineno-10-2></a> <span class=nb>type</span><span class=p>:</span> <span class=nb>str</span>
<a id=__codelineno-10-3 name=__codelineno-10-3 href=#__codelineno-10-3></a> <span class=n>iteration</span><span class=p>:</span> <span class=nb>int</span> <span class=o>|</span> <span class=kc>None</span> <span class=o>=</span> <span class=kc>None</span>
<a id=__codelineno-10-4 name=__codelineno-10-4 href=#__codelineno-10-4></a> <span class=n>data</span><span class=p>:</span> <span class=nb>dict</span><span class=p>[</span><span class=nb>str</span><span class=p>,</span> <span class=n>Any</span><span class=p>]</span> <span class=o>=</span> <span class=n>Field</span><span class=p>(</span><span class=n>default_factory</span><span class=o>=</span><span class=nb>dict</span><span class=p>)</span>
</code></pre></div> <p><strong>Fields</strong>: - <code>type</code>: Event type (e.g., "started", "search_complete", "complete") - <code>iteration</code>: Iteration number (optional) - <code>data</code>: Event data dictionary</p> <h2 id=budgetstatus>BudgetStatus<a class=headerlink href=#budgetstatus title="Permanent link">&para;</a></h2> <p><strong>Module</strong>: <code>src.utils.models</code></p> <p><strong>Purpose</strong>: Current budget status.</p> <div class=highlight><pre><span></span><code><a id=__codelineno-11-1 name=__codelineno-11-1 href=#__codelineno-11-1></a><span class=k>class</span><span class=w> </span><span class=nc>BudgetStatus</span><span class=p>(</span><span class=n>BaseModel</span><span class=p>):</span>
<a id=__codelineno-11-2 name=__codelineno-11-2 href=#__codelineno-11-2></a> <span class=n>tokens_used</span><span class=p>:</span> <span class=nb>int</span>
<a id=__codelineno-11-3 name=__codelineno-11-3 href=#__codelineno-11-3></a> <span class=n>tokens_limit</span><span class=p>:</span> <span class=nb>int</span>
<a id=__codelineno-11-4 name=__codelineno-11-4 href=#__codelineno-11-4></a> <span class=n>time_elapsed_seconds</span><span class=p>:</span> <span class=nb>float</span>
<a id=__codelineno-11-5 name=__codelineno-11-5 href=#__codelineno-11-5></a> <span class=n>time_limit_seconds</span><span class=p>:</span> <span class=nb>float</span>
<a id=__codelineno-11-6 name=__codelineno-11-6 href=#__codelineno-11-6></a> <span class=n>iterations</span><span class=p>:</span> <span class=nb>int</span>
<a id=__codelineno-11-7 name=__codelineno-11-7 href=#__codelineno-11-7></a> <span class=n>iterations_limit</span><span class=p>:</span> <span class=nb>int</span>
</code></pre></div> <p><strong>Fields</strong>: - <code>tokens_used</code>: Tokens used so far - <code>tokens_limit</code>: Token limit - <code>time_elapsed_seconds</code>: Elapsed time in seconds - <code>time_limit_seconds</code>: Time limit in seconds - <code>iterations</code>: Current iteration count - <code>iterations_limit</code>: Iteration limit</p> <h2 id=see-also>See Also<a class=headerlink href=#see-also title="Permanent link">&para;</a></h2> <ul> <li><a href=../../architecture/agents/ >Architecture - Agents</a> - How models are used</li> <li><a href=../../configuration/ >Configuration</a> - Model configuration</li> </ul> </article> </div> <script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script> </div> <button type=button class="md-top md-icon" data-md-component=top hidden> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg> Back to top </button> </main> <footer class=md-footer> <div class="md-footer-meta md-typeset"> <div class="md-footer-meta__inner md-grid"> <div class=md-copyright> <div class=md-copyright__highlight> Copyright &copy; 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