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</li></ul></nav></div></div></aside><main class="docMainContainer_TBSr"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_z5aJ"><div class="docItemContainer_c0TR"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" aria-hidden="true" focusable="false" role="presentation" class="breadcrumbHomeIcon_xK9p"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Support</span></li><li class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link">macOS support</span></li></ul></nav><div class="docMetaRow_c2hx"><div class="root_Eutc"><button type="button" class="button_gpNY"><span aria-hidden="true" class="icon_Bm9L"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-copy"><rect width="14" height="14" x="8" y="8" rx="2" ry="2"></rect><path d="M4 16c-1.1 0-2-.9-2-2V4c0-1.1.9-2 2-2h10c1.1 0 2 .9 2 2"></path></svg></span><span class="label_LzDG">Copy page</span></button></div><span class="theme-doc-version-badge badge badge--secondary">Version: 1.10.x</span></div><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>macOS Support</h1></header><style>[data-ch-theme="github-dark"] { --ch-t-colorScheme: dark;--ch-t-foreground: #c9d1d9;--ch-t-background: #0d1117;--ch-t-lighter-inlineBackground: #0d1117e6;--ch-t-editor-background: #0d1117;--ch-t-editor-foreground: #c9d1d9;--ch-t-editor-lineHighlightBackground: #6e76811a;--ch-t-editor-rangeHighlightBackground: #ffffff0b;--ch-t-editor-infoForeground: #3794FF;--ch-t-editor-selectionBackground: #264F78;--ch-t-focusBorder: #1f6feb;--ch-t-tab-activeBackground: #0d1117;--ch-t-tab-activeForeground: #c9d1d9;--ch-t-tab-inactiveBackground: #010409;--ch-t-tab-inactiveForeground: #8b949e;--ch-t-tab-border: #30363d;--ch-t-tab-activeBorder: #0d1117;--ch-t-editorGroup-border: #30363d;--ch-t-editorGroupHeader-tabsBackground: #010409;--ch-t-editorLineNumber-foreground: #6e7681;--ch-t-input-background: #0d1117;--ch-t-input-foreground: #c9d1d9;--ch-t-input-border: #30363d;--ch-t-icon-foreground: #8b949e;--ch-t-sideBar-background: #010409;--ch-t-sideBar-foreground: #c9d1d9;--ch-t-sideBar-border: #30363d;--ch-t-list-activeSelectionBackground: #6e768166;--ch-t-list-activeSelectionForeground: #c9d1d9;--ch-t-list-hoverBackground: #6e76811a;--ch-t-list-hoverForeground: #c9d1d9; }</style>
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<p>Langflow supports both Apple Silicon (ARM64) and Intel (x86_64) Macs, but ML and AI features are only available on Apple Silicon due to hardware and dependency constraints.</p>
|
||
<p>Intel Macs lack the Neural Engine, Metal 3 GPU acceleration, and unified memory architecture that Apple Silicon uses to run ML workloads efficiently.</p>
|
||
<p>PyTorch, a popular AI/ML library, dropped support for macOS Intel (x86_64) starting with version 2.3.0 in April 2024. The last compatible release was PyTorch 2.2.2, which only supports Python versions 3.10–3.12. Many Langflow components depend on PyTorch, and are automatically excluded on Intel Macs to prevent installation failures.</p>
|
||
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="quick-reference">Quick reference<a href="#quick-reference" class="hash-link" aria-label="Direct link to Quick reference" title="Direct link to Quick reference" translate="no"></a></h2>
|
||
<p>Core Langflow features and OCR work on both architectures.
|
||
ML/AI components and GPU acceleration are Apple Silicon only.</p>
|
||
<table><thead><tr><th>Feature category</th><th>Apple Silicon (M1/M2/M3)</th><th>Intel (x86_64)</th></tr></thead><tbody><tr><td><strong>Core Langflow</strong></td><td>Full support</td><td>Full support</td></tr><tr><td><strong>ML/AI Components</strong></td><td>Full support</td><td>Limited/Unavailable</td></tr><tr><td><strong>GPU acceleration</strong></td><td>Metal support</td><td>Not available</td></tr><tr><td><strong>Native OCR</strong></td><td>Full support</td><td>Full support</td></tr></tbody></table>
|
||
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="python-version-support">Python version support<a href="#python-version-support" class="hash-link" aria-label="Direct link to Python version support" title="Direct link to Python version support" translate="no"></a></h2>
|
||
<p>All supported Python versions work on Apple Silicon.
|
||
On Intel Macs, Python 3.13 and later lose PyTorch-dependent features like ALTK, HuggingFace, EasyOCR, and Docling.</p>
|
||
<table><thead><tr><th>Python version</th><th>Apple Silicon</th><th>Intel Mac</th></tr></thead><tbody><tr><td>3.10</td><td>Supported</td><td>Supported</td></tr><tr><td>3.11</td><td>Supported</td><td>Supported</td></tr><tr><td>3.12</td><td>Supported</td><td>Supported</td></tr><tr><td>3.13</td><td>Supported</td><td>Limited (no PyTorch)</td></tr><tr><td>3.14</td><td>Supported</td><td>Limited (no PyTorch)</td></tr></tbody></table>
|
||
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="langflow-feature-support">Langflow feature support<a href="#langflow-feature-support" class="hash-link" aria-label="Direct link to Langflow feature support" title="Direct link to Langflow feature support" translate="no"></a></h2>
|
||
<p>Feature support varies by Mac architecture. The following sections describe what works on each.</p>
|
||
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="core-functionality-both-architectures">Core functionality (both architectures)<a href="#core-functionality-both-architectures" class="hash-link" aria-label="Direct link to Core functionality (both architectures)" title="Direct link to Core functionality (both architectures)" translate="no"></a></h3>
|
||
<p>The following features work on <strong>both Apple Silicon and Intel Macs</strong>:</p>
|
||
<ul>
|
||
<li class="">Flow builder and visual editor</li>
|
||
<li class="">API server and endpoints</li>
|
||
<li class="">Database operations (SQLite, PostgreSQL)</li>
|
||
<li class="">Authentication and user management</li>
|
||
<li class="">All non-ML components (text processing, API calls, data transformations)</li>
|
||
<li class="">Native OCR via <code>ocrmac</code> (uses macOS Vision framework)</li>
|
||
<li class="">Vector stores and embeddings (when using API-based providers)</li>
|
||
<li class="">LangChain integrations (non-ML components)</li>
|
||
</ul>
|
||
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="mlai-features-apple-silicon-only">ML/AI features (Apple Silicon only)<a href="#mlai-features-apple-silicon-only" class="hash-link" aria-label="Direct link to ML/AI features (Apple Silicon only)" title="Direct link to ML/AI features (Apple Silicon only)" translate="no"></a></h3>
|
||
<p>The following features require <strong>Apple Silicon (ARM64)</strong> and are <strong>not available on Intel Macs</strong>:</p>
|
||
<ul>
|
||
<li class=""><strong>ALTK (Agent Lifecycle Toolkit)</strong> - Requires PyTorch</li>
|
||
<li class=""><strong>HuggingFace Transformers</strong> - Requires PyTorch</li>
|
||
<li class=""><strong>Sentence Transformers</strong> - Requires PyTorch</li>
|
||
<li class=""><strong>EasyOCR</strong> - Requires PyTorch</li>
|
||
<li class=""><strong>Docling (binary processing)</strong> - Requires PyTorch<!-- -->
|
||
<ul>
|
||
<li class="">Note: <code>docling-core</code> (metadata-only) works on Intel</li>
|
||
</ul>
|
||
</li>
|
||
<li class=""><strong>MLX and MLX-VLM</strong> - Apple Silicon exclusive framework</li>
|
||
<li class=""><strong>Metal GPU acceleration</strong> - Requires Apple Silicon hardware</li>
|
||
<li class=""><strong>CUGA</strong> - Apple Silicon only</li>
|
||
</ul>
|
||
<p>If you need ML features on an Intel Mac, consider using API-based providers such as HuggingFace, or a remove inference server with GPU support.</p>
|
||
<p>For some workloads, you can use Docker with ARM64 images with Rosetta 2:</p>
|
||
<div class="ch-codeblock not-prose" data-ch-theme="github-dark"><div class="ch-code-wrapper ch-code" data-ch-measured="false"><code class="ch-code-scroll-parent"><br><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span>docker run --platform linux/arm64 langflowai/langflow:latest</span></div></div><br></code></div></div>
|
||
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="installation-recommendations">Installation recommendations<a href="#installation-recommendations" class="hash-link" aria-label="Direct link to Installation recommendations" title="Direct link to Installation recommendations" translate="no"></a></h2>
|
||
<p>Installation instructions vary depending on your Mac architecture.</p>
|
||
<p>For Apple Silicon users, install Langflow normally with all features:</p>
|
||
<div class="ch-codeblock not-prose" data-ch-theme="github-dark"><div class="ch-code-wrapper ch-code" data-ch-measured="false"><code class="ch-code-scroll-parent"><br><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span>pip install langflow</span></div></div><br></code></div></div>
|
||
<p>Or with specific ML extras:</p>
|
||
<div class="ch-codeblock not-prose" data-ch-theme="github-dark"><div class="ch-code-wrapper ch-code" data-ch-measured="false"><code class="ch-code-scroll-parent"><br><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span>pip install langflow[altk,langchain-huggingface,easyocr]</span></div></div><br></code></div></div>
|
||
<p>For Intel Mac users, install the base package for core functionality.
|
||
Attempting to install ML-dependent extras on Intel Macs will be automatically skipped due to platform markers in the package configuration.</p>
|
||
<div class="ch-codeblock not-prose" data-ch-theme="github-dark"><div class="ch-code-wrapper ch-code" data-ch-measured="false"><code class="ch-code-scroll-parent"><br><div><span class="ch-code-line-number">_<!-- -->10</span><div style="display:inline-block;margin-left:16px"><span>pip install langflow</span></div></div><br></code></div></div>
|
||
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="see-also">See also<a href="#see-also" class="hash-link" aria-label="Direct link to See also" title="Direct link to See also" translate="no"></a></h2>
|
||
<p>For troubleshooting, see <a class="" href="/troubleshoot#intel-mac-issues">Troubleshoot Intel Mac issues</a>.</p>
|
||
<p>For more information, ask the Langflow community in <a href="https://github.com/langflow-ai/langflow/discussions" target="_blank" rel="noopener noreferrer" class="">GitHub Discussions</a> or the <a href="https://discord.gg/EqksyE2EX9" target="_blank" rel="noopener noreferrer" class="">Discord server</a>.</p></div></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/troubleshoot"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Troubleshoot</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/contributing-github-issues"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Get help and request enhancements</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#quick-reference" class="table-of-contents__link toc-highlight">Quick reference</a></li><li><a href="#python-version-support" class="table-of-contents__link toc-highlight">Python version support</a></li><li><a href="#langflow-feature-support" class="table-of-contents__link toc-highlight">Langflow feature support</a><ul><li><a href="#core-functionality-both-architectures" class="table-of-contents__link toc-highlight">Core functionality (both architectures)</a></li><li><a href="#mlai-features-apple-silicon-only" class="table-of-contents__link toc-highlight">ML/AI features (Apple Silicon only)</a></li></ul></li><li><a href="#installation-recommendations" class="table-of-contents__link toc-highlight">Installation recommendations</a></li><li><a href="#see-also" class="table-of-contents__link toc-highlight">See also</a></li></ul></div></div></div></div></main></div></div></div><footer class="theme-layout-footer footer"><div class="container container-fluid"><div class="row footer__links"><div class="theme-layout-footer-column col footer__col"><div class="footer__title"></div><ul class="footer__items clean-list"><li class="footer__item"><div class="footer-links">
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