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<title data-rh="true">Deploy Langflow on Google Cloud Platform | Langflow Documentation</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://docs.langflow.org/deployment-gcp"><meta data-rh="true" property="og:locale" content="en"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docsearch:language" content="en"><meta data-rh="true" name="docusaurus_version" content="current"><meta data-rh="true" name="docusaurus_tag" content="docs-default-current"><meta data-rh="true" name="docsearch:version" content="current"><meta data-rh="true" name="docsearch:docusaurus_tag" content="docs-default-current"><meta data-rh="true" property="og:title" content="Deploy Langflow on Google Cloud Platform | Langflow Documentation"><meta data-rh="true" name="description" content="This guide demonstrates how to deploy Langflow on Google Cloud Platform with a Cloud Shell script that walks through the process of setting up a Debian-based VM with the Langflow package, Nginx, and the necessary configurations to run the Langflow development environment in GCP."><meta data-rh="true" property="og:description" content="This guide demonstrates how to deploy Langflow on Google Cloud Platform with a Cloud Shell script that walks through the process of setting up a Debian-based VM with the Langflow package, Nginx, and the necessary configurations to run the Langflow development environment in GCP."><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.langflow.org/deployment-gcp"><link data-rh="true" rel="alternate" href="https://docs.langflow.org/deployment-gcp" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.langflow.org/deployment-gcp" hreflang="x-default"><link data-rh="true" rel="preconnect" href="https://UZK6BDPCVY-dsn.algolia.net" crossorigin="anonymous"><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Google Cloud Platform","item":"https://docs.langflow.org/deployment-gcp"}]}</script><link rel="preconnect" href="https://www.google-analytics.com">
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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_VOVn"><div class="docItemContainer_Djhp"><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" class="breadcrumbHomeIcon_YNFT"><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">Deploy</span></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Cloud platforms</span></li><li class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link">Google Cloud Platform</span></li></ul></nav><div class="theme-doc-markdown markdown"><header><h1>Deploy Langflow on Google Cloud Platform</h1></header><p>This guide demonstrates how to deploy Langflow on <a href="https://console.cloud.google.com/" target="_blank" rel="noopener noreferrer">Google Cloud Platform</a> with a Cloud Shell script that walks through the process of setting up a Debian-based VM with the Langflow package, Nginx, and the necessary configurations to run the Langflow development environment in GCP.</p>
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<p>To use this script, you need a Google Cloud project with the necessary permissions to create resources.</p>
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<p>Follow this link to launch the Cloud Shell with the GCP deployment script from the Langflow repository:</p>
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<p><a href="https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/langflow-ai/langflow&working_dir=scripts/gcp&shellonly=true&tutorial=walkthroughtutorial.md" target="_blank" rel="noopener noreferrer"><img decoding="async" loading="lazy" src="https://gstatic.com/cloudssh/images/open-btn.svg" alt="Deploy to Google Cloud" class="img_ev3q"></a></p>
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</li>
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<li>
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<p>Click <strong>Trust repo</strong>.</p>
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<p>Some <code>gcloud</code> commands may not run in an ephemeral Cloud Shell environment.</p>
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</li>
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<li>
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<p>Click <strong>Start</strong>, and then follow the tutorial to deploy Langflow.</p>
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</li>
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</ol>
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<div class="theme-admonition theme-admonition-info admonition_xJq3 alert alert--info"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>info</div><div class="admonitionContent_BuS1"><p>This deployment uses a <a href="https://cloud.google.com/compute/docs/instances/preemptible" target="_blank" rel="noopener noreferrer">spot (preemptible) instance</a> as a cost-effective option to demonstrate how to deploy Langflow on GCP.
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However, due to the nature of spot instances, the VM can be terminated at any time if Google Cloud needs to reclaim the resources.</p><p>For a more stable deployment, consider using a regular VM instance instead of a spot instance.</p><p>For more information, see the <a href="https://cloud.google.com/products/calculator?hl=en" target="_blank" rel="noopener noreferrer">GCP pricing calculator</a>.</p></div></div></div></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/deployment-kubernetes-prod"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Deploy in production</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/deployment-hugging-face-spaces"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Hugging Face Spaces</div></a></nav></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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