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@@ -399,7 +399,7 @@ <h1>The <code class="docutils literal notranslate"><span class="pre">voyager</sp
 <dt class="sig sig-object py" id="voyager.Index.add_items">
 <span class="sig-name descname"><span class="pre">add_items</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">vectors</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">ndarray</span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dtype</span><span class="p"><span class="pre">[</span></span><span class="pre">float32</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ids</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</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">num_threads</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> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#voyager.Index.add_items" title="Link to this definition">¶</a></dt>
 <dd><p>Add multiple vectors to this index simultaneously.</p>
-<p>This method may be faster than calling <a class="reference internal" href="#voyager.Index.add_items" title="voyager.Index.add_items"><code class="xref py py-meth docutils literal notranslate"><span class="pre">add_items()</span></code></a> multiple times,
+<p>This method may be faster than calling <a class="reference internal" href="#voyager.Index.add_item" title="voyager.Index.add_item"><code class="xref py py-meth docutils literal notranslate"><span class="pre">add_items()</span></code></a> multiple times,
 as passing a batch of vectors helps avoid Python’s Global Interpreter Lock.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>