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<title data-rh="true">Use Langflow in OpenRAG | OpenRAG</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="robots" content="noindex, nofollow"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://docs.openr.ag/agents"><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="Use Langflow in OpenRAG | OpenRAG"><meta data-rh="true" name="description" content="OpenRAG includes a built-in Langflow instance for creating and managing functional application workflows called flows."><meta data-rh="true" property="og:description" content="OpenRAG includes a built-in Langflow instance for creating and managing functional application workflows called flows."><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openr.ag/agents"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/agents" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/agents" hreflang="x-default"><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Flows","item":"https://docs.openr.ag/agents"}]}</script><link rel="stylesheet" href="/assets/css/styles.66669ecc.css">
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<title data-rh="true">Use Langflow in OpenRAG | OpenRAG</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="robots" content="noindex, nofollow"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://docs.openr.ag/agents"><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="Use Langflow in OpenRAG | OpenRAG"><meta data-rh="true" name="description" content="OpenRAG includes a built-in Langflow instance for creating and managing functional application workflows called flows."><meta data-rh="true" property="og:description" content="OpenRAG includes a built-in Langflow instance for creating and managing functional application workflows called flows."><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openr.ag/agents"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/agents" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/agents" hreflang="x-default"><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Flows","item":"https://docs.openr.ag/agents"}]}</script><script>function gtag(){dataLayer.push(arguments)}window.dataLayer=window.dataLayer||[],gtag("consent","default",{ad_storage:"denied",ad_user_data:"denied",ad_personalization:"denied",analytics_storage:"denied"})</script>
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@ -72,6 +75,7 @@ For more information on tweaks, see the Langflow documentation on <a href="https
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</ul></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_WFHX"><a href="https://github.com/openrag/openrag/tree/main/docs/docs/core-components/agents.mdx" target="_blank" rel="noopener noreferrer" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_JAkA"></div></div></footer></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/manage-services"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Manage services</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/knowledge"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Configure knowledge</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="#inspect-and-modify-flows" class="table-of-contents__link toc-highlight">Inspect and modify flows</a><ul><li><a href="#revert-a-built-in-flow-to-its-original-configuration" class="table-of-contents__link toc-highlight">Revert a built-in flow to its original configuration</a></li></ul></li><li><a href="#build-custom-flows-and-use-other-langflow-functionality" class="table-of-contents__link toc-highlight">Build custom flows and use other Langflow functionality</a></li><li><a href="#modify-a-flow-at-runtime" class="table-of-contents__link toc-highlight">Modify a flow at runtime</a></li><li><a href="#set-the-langflow-version" class="table-of-contents__link toc-highlight">Set the Langflow version</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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<title data-rh="true">Chat in OpenRAG | OpenRAG</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="robots" content="noindex, nofollow"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://docs.openr.ag/chat"><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="Chat in OpenRAG | OpenRAG"><meta data-rh="true" name="description" content="After you upload documents to your knowledge base, you can use the OpenRAG Chat feature to interact with your knowledge through natural language queries."><meta data-rh="true" property="og:description" content="After you upload documents to your knowledge base, you can use the OpenRAG Chat feature to interact with your knowledge through natural language queries."><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openr.ag/chat"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/chat" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/chat" hreflang="x-default"><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Chat","item":"https://docs.openr.ag/chat"}]}</script><link rel="stylesheet" href="/assets/css/styles.66669ecc.css">
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@ -118,6 +121,7 @@ You could also pass the output from one flow as input to another flow.</p>
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If you made customizations to the flow, make sure to <a href="https://docs.langflow.org/concepts-flows-import" target="_blank" rel="noopener noreferrer" class="">export your flow</a> before restoring the flow.</li>
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</ul></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_WFHX"><a href="https://github.com/openrag/openrag/tree/main/docs/docs/core-components/chat.mdx" target="_blank" rel="noopener noreferrer" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_JAkA"></div></div></footer></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/knowledge-filters"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Filter knowledge</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/reference/configuration"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Environment variables</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="#flow" class="table-of-contents__link toc-highlight">OpenRAG OpenSearch Agent flow</a></li><li><a href="#nudges" class="table-of-contents__link toc-highlight">Nudges</a></li><li><a href="#upload-documents-to-the-chat" class="table-of-contents__link toc-highlight">Upload documents to the chat</a></li><li><a href="#inspect-tool-calls-and-knowledge" class="table-of-contents__link toc-highlight">Inspect tool calls and knowledge</a></li><li><a href="#integrate-openrag-chat-into-an-application" class="table-of-contents__link toc-highlight">Integrate OpenRAG chat into an application</a></li><li><a href="#troubleshoot-chat" class="table-of-contents__link toc-highlight">Troubleshoot chat</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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<title data-rh="true">Deploy OpenRAG with self-managed services | OpenRAG</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="robots" content="noindex, nofollow"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://docs.openr.ag/docker"><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 OpenRAG with self-managed services | OpenRAG"><meta data-rh="true" name="description" content="To manage your own OpenRAG services, deploy OpenRAG with Docker or Podman."><meta data-rh="true" property="og:description" content="To manage your own OpenRAG services, deploy OpenRAG with Docker or Podman."><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openr.ag/docker"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/docker" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/docker" hreflang="x-default"><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Deploy self-managed services","item":"https://docs.openr.ag/docker"}]}</script><link rel="stylesheet" href="/assets/css/styles.66669ecc.css">
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@ -324,6 +327,7 @@ The overview demonstrates some basic functionality that is covered in the <a cla
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<li class=""><a class="" href="/ingestion">Upload documents</a>, and then use the <a class="" href="/chat"><strong>Chat</strong></a> to explore your data.</li>
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<title data-rh="true">Install OpenRAG on Microsoft Windows | OpenRAG</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="robots" content="noindex, nofollow"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://docs.openr.ag/install-windows"><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="Install OpenRAG on Microsoft Windows | OpenRAG"><meta data-rh="true" name="description" content="If you're using Windows, you must install OpenRAG within the Windows Subsystem for Linux (WSL)."><meta data-rh="true" property="og:description" content="If you're using Windows, you must install OpenRAG within the Windows Subsystem for Linux (WSL)."><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openr.ag/install-windows"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/install-windows" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/install-windows" hreflang="x-default"><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Install OpenRAG on Windows","item":"https://docs.openr.ag/install-windows"}]}</script><link rel="stylesheet" href="/assets/css/styles.66669ecc.css">
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@ -42,6 +45,7 @@ You can install OpenRAG in your WSL distribution using any of the <a class="" hr
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="troubleshoot-openrag-in-wsl">Troubleshoot OpenRAG in WSL<a href="#troubleshoot-openrag-in-wsl" class="hash-link" aria-label="Direct link to Troubleshoot OpenRAG in WSL" title="Direct link to Troubleshoot OpenRAG in WSL" translate="no"></a></h2>
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<p>If you encounter issues with port forwarding or the Windows Firewall, you might need to adjust the <a href="https://learn.microsoft.com/en-us/windows/security/operating-system-security/network-security/windows-firewall/hyper-v-firewall" target="_blank" rel="noopener noreferrer" class="">Hyper-V firewall settings</a> to allow communication between your WSL distribution and the Windows host. For more troubleshooting advice for networking issues, see <a href="https://learn.microsoft.com/en-us/windows/wsl/troubleshooting#common-issues" target="_blank" rel="noopener noreferrer" class="">Troubleshooting WSL common issues</a>.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_WFHX"><a href="https://github.com/openrag/openrag/tree/main/docs/docs/get-started/install-windows.mdx" target="_blank" rel="noopener noreferrer" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_JAkA"></div></div></footer></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/install-uvx"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Invoke OpenRAG with uvx</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docker"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Deploy self-managed services</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="#install-openrag-in-the-wsl" class="table-of-contents__link toc-highlight">Install OpenRAG in the WSL</a></li><li><a href="#troubleshoot-openrag-in-wsl" class="table-of-contents__link toc-highlight">Troubleshoot OpenRAG in WSL</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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@ -361,6 +364,7 @@ The overview demonstrates some basic functionality that is covered in the <a cla
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<li class=""><a class="" href="/ingestion">Upload documents</a>, and then use the <a class="" href="/chat"><strong>Chat</strong></a> to explore your data.</li>
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<title data-rh="true">Filter knowledge | OpenRAG</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="robots" content="noindex, nofollow"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://docs.openr.ag/knowledge-filters"><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="Filter knowledge | OpenRAG"><meta data-rh="true" name="description" content="OpenRAG's knowledge filters help you organize and manage your knowledge base by creating pre-defined views of your documents."><meta data-rh="true" property="og:description" content="OpenRAG's knowledge filters help you organize and manage your knowledge base by creating pre-defined views of your documents."><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openr.ag/knowledge-filters"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/knowledge-filters" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/knowledge-filters" hreflang="x-default"><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Filter knowledge","item":"https://docs.openr.ag/knowledge-filters"}]}</script><link rel="stylesheet" href="/assets/css/styles.66669ecc.css">
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<title data-rh="true">Manage OpenRAG containers and services | OpenRAG</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="robots" content="noindex, nofollow"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://docs.openr.ag/manage-services"><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="Manage OpenRAG containers and services | OpenRAG"><meta data-rh="true" name="description" content="Service management is an essential part of maintaining your OpenRAG deployment."><meta data-rh="true" property="og:description" content="Service management is an essential part of maintaining your OpenRAG deployment."><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openr.ag/manage-services"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/manage-services" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/manage-services" hreflang="x-default"><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Manage services","item":"https://docs.openr.ag/manage-services"}]}</script><link rel="stylesheet" href="/assets/css/styles.66669ecc.css">
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<title data-rh="true">Environment variables | OpenRAG</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="robots" content="noindex, nofollow"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://docs.openr.ag/reference/configuration"><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="Environment variables | OpenRAG"><meta data-rh="true" name="description" content="OpenRAG's .env file is the primary configuration file for OpenRAG."><meta data-rh="true" property="og:description" content="OpenRAG's .env file is the primary configuration file for OpenRAG."><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openr.ag/reference/configuration"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/reference/configuration" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/reference/configuration" hreflang="x-default"><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Environment variables","item":"https://docs.openr.ag/reference/configuration"}]}</script><link rel="stylesheet" href="/assets/css/styles.66669ecc.css">
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||||
<table><thead><tr><th>Variable</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>LANGFLOW_KEY_RETRIES</code></td><td><code>15</code></td><td>Number of retries for Langflow key generation.</td></tr><tr><td><code>LANGFLOW_KEY_RETRY_DELAY</code></td><td><code>2.0</code></td><td>Delay between retries in seconds.</td></tr><tr><td><code>LANGFLOW_VERSION</code></td><td><code>OPENRAG_VERSION</code></td><td>Langflow Docker image version. By default, OpenRAG uses the <code>OPENRAG_VERSION</code> for the Langflow Docker image version.</td></tr><tr><td><code>LOG_FORMAT</code></td><td>Not set</td><td>Set to <code>json</code> to enabled JSON-formatted log output. If this variable isn't set, then the default logging format is used.</td></tr><tr><td><code>LOG_LEVEL</code></td><td><code>INFO</code></td><td>Logging level. Can be one of <code>DEBUG</code>, <code>INFO</code>, <code>WARNING</code>, or <code>ERROR</code>. <code>DEBUG</code> provides the most detailed logs but can impact performance.</td></tr><tr><td><code>MAX_WORKERS</code></td><td><code>1</code></td><td>Maximum number of workers for document processing.</td></tr><tr><td><code>OPENRAG_VERSION</code></td><td><code>latest</code></td><td>The version of the OpenRAG Docker images to run. For more information, see <a class="" href="/upgrade">Upgrade OpenRAG</a></td></tr><tr><td><code>SERVICE_NAME</code></td><td><code>openrag</code></td><td>Service name for logging.</td></tr><tr><td><code>SESSION_SECRET</code></td><td>Automatically generated</td><td>Session management.</td></tr></tbody></table></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_WFHX"><a href="https://github.com/openrag/openrag/tree/main/docs/docs/reference/configuration.mdx" target="_blank" rel="noopener noreferrer" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_JAkA"></div></div></footer></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/chat"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Chat</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/support/contribute"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Contribute to OpenRAG</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="#set-environment-variables" class="table-of-contents__link toc-highlight">Edit the <code>.env</code> file</a></li><li><a href="#model-provider-settings" class="table-of-contents__link toc-highlight">Model provider settings</a></li><li><a href="#document-processing-settings" class="table-of-contents__link toc-highlight">Document processing settings</a></li><li><a href="#langflow-settings" class="table-of-contents__link toc-highlight">Langflow settings</a></li><li><a href="#oauth-provider-settings" class="table-of-contents__link toc-highlight">OAuth provider settings</a></li><li><a href="#opensearch-settings" class="table-of-contents__link toc-highlight">OpenSearch settings</a></li><li><a href="#system-settings" class="table-of-contents__link toc-highlight">System settings</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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@ -140,6 +143,7 @@ This can help you find broken links before creating a PR.</p>
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<p>OpenRAG technical writers can directly edit documentation PRs to enforce style guidelines and fix errors.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_WFHX"><a href="https://github.com/openrag/openrag/tree/main/docs/docs/support/contribute.mdx" target="_blank" rel="noopener noreferrer" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_JAkA"></div></div></footer></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/reference/configuration"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Environment variables</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/support/troubleshoot"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Troubleshoot OpenRAG</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="#star-openrag-on-github" class="table-of-contents__link toc-highlight">Star OpenRAG on GitHub</a></li><li><a href="#watch-the-github-repository" class="table-of-contents__link toc-highlight">Watch the GitHub repository</a></li><li><a href="#request-enhancements-and-get-help-through-github" class="table-of-contents__link toc-highlight">Request enhancements and get help through GitHub</a><ul><li><a href="#github-issues" class="table-of-contents__link toc-highlight">GitHub issues</a></li><li><a href="#github-discussions" class="table-of-contents__link toc-highlight">GitHub discussions</a></li></ul></li><li><a href="#community-guidelines-and-tips" class="table-of-contents__link toc-highlight">Community guidelines and tips</a></li><li><a href="#contribute-to-the-codebase" class="table-of-contents__link toc-highlight">Contribute to the codebase</a><ul><li><a href="#tips-for-successful-submissions" class="table-of-contents__link toc-highlight">Tips for successful submissions</a></li><li><a href="#use-of-ai-tools-in-contributions" class="table-of-contents__link toc-highlight">Use of AI tools in contributions</a></li></ul></li><li><a href="#contribute-documentation" class="table-of-contents__link toc-highlight">Contribute documentation</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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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="chat-issues">Chat issues<a href="#chat-issues" class="hash-link" aria-label="Direct link to Chat issues" title="Direct link to Chat issues" translate="no"></a></h2>
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<p>See <a class="" href="/chat#troubleshoot-chat">Troubleshoot chat</a>.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_WFHX"><a href="https://github.com/openrag/openrag/tree/main/docs/docs/support/troubleshoot.mdx" target="_blank" rel="noopener noreferrer" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_JAkA"></div></div></footer></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/support/contribute"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Contribute to OpenRAG</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="#installation-and-start-up-issues" class="table-of-contents__link toc-highlight">Installation and start up issues</a><ul><li><a href="#opensearch-fails-to-start" class="table-of-contents__link toc-highlight">OpenSearch fails to start</a></li><li><a href="#openrag-fails-to-start-from-the-tui-with-operation-not-supported" class="table-of-contents__link toc-highlight">OpenRAG fails to start from the TUI with operation not supported</a></li><li><a href="#openrag-installation-fails-with-unable-to-get-local-issuer-certificate" class="table-of-contents__link toc-highlight">OpenRAG installation fails with unable to get local issuer certificate</a></li><li><a href="#application-onboarding-gets-stuck-on-google-chrome" class="table-of-contents__link toc-highlight">Application onboarding gets stuck on Google Chrome</a></li></ul></li><li><a href="#langflow-connection-issues" class="table-of-contents__link toc-highlight">Langflow connection issues</a></li><li><a href="#container-out-of-memory-errors" class="table-of-contents__link toc-highlight">Container out of memory errors</a></li><li><a href="#memory-issue-with-podman-on-macos" class="table-of-contents__link toc-highlight">Memory issue with Podman on macOS</a></li><li><a href="#port-conflicts" class="table-of-contents__link toc-highlight">Port conflicts</a></li><li><a href="#ocr-ingestion-fails-easyocr-not-installed" class="table-of-contents__link toc-highlight">OCR ingestion fails (easyocr not installed)</a></li><li><a href="#langflow-container-already-exists-during-upgrade" class="table-of-contents__link toc-highlight">Upgrade fails due to Langflow container already exists</a></li><li><a href="#document-ingestion-or-similarity-search-issues" class="table-of-contents__link toc-highlight">Document ingestion or similarity search issues</a></li><li><a href="#ollama-model-issues" class="table-of-contents__link toc-highlight">Ollama model issues</a></li><li><a href="#chat-issues" class="table-of-contents__link toc-highlight">Chat issues</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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<title data-rh="true">Use the TUI | OpenRAG</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="robots" content="noindex, nofollow"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://docs.openr.ag/tui"><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="Use the TUI | OpenRAG"><meta data-rh="true" name="description" content="The OpenRAG Terminal User Interface (TUI) provides a simplified and guided experience for configuring, managing, and monitoring your OpenRAG deployment directly from the terminal."><meta data-rh="true" property="og:description" content="The OpenRAG Terminal User Interface (TUI) provides a simplified and guided experience for configuring, managing, and monitoring your OpenRAG deployment directly from the terminal."><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openr.ag/tui"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/tui" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/tui" hreflang="x-default"><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Use the TUI","item":"https://docs.openr.ag/tui"}]}</script><link rel="stylesheet" href="/assets/css/styles.66669ecc.css">
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@ -35,6 +38,7 @@ For more information, see <a class="" href="/manage-services">Manage OpenRAG ser
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|||
Your OpenRAG services continue to run until they are stopped from within the TUI or by another process that inadvertently stops them.</p>
|
||||
<p>To restart the TUI, see <a href="#access-the-tui" class="">Access the TUI</a>.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_WFHX"><a href="https://github.com/openrag/openrag/tree/main/docs/docs/get-started/tui.mdx" target="_blank" rel="noopener noreferrer" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_JAkA"></div></div></footer></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/uninstall"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Remove OpenRAG</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/manage-services"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Manage services</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="#access-the-tui" class="table-of-contents__link toc-highlight">Access the TUI</a></li><li><a href="#navigate-the-tui" class="table-of-contents__link toc-highlight">Navigate the TUI</a></li><li><a href="#manage-services-with-the-tui" class="table-of-contents__link toc-highlight">Manage services with the TUI</a></li><li><a href="#toggle-gpucpu-mode" class="table-of-contents__link toc-highlight">Toggle GPU/CPU mode</a></li><li><a href="#exit-the-openrag-tui" class="table-of-contents__link toc-highlight">Exit the OpenRAG TUI</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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</ol></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_WFHX"><a href="https://github.com/openrag/openrag/tree/main/docs/docs/get-started/uninstall.mdx" target="_blank" rel="noopener noreferrer" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_JAkA"></div></div></footer></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/reinstall"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Reinstall OpenRAG</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/tui"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Use the TUI</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="#uninstall-tui-managed-deployments" class="table-of-contents__link toc-highlight">Uninstall TUI-managed deployments</a></li><li><a href="#uninstall-self-managed-deployments" class="table-of-contents__link toc-highlight">Uninstall self-managed deployments</a><ul><li><a href="#uninstall-with-docker-compose-or-podman-compose" class="table-of-contents__link toc-highlight">Uninstall with <code>docker compose</code> or <code>podman compose</code></a></li><li><a href="#uninstall-with-discrete-docker-or-podman-commands" class="table-of-contents__link toc-highlight">Uninstall with discrete <code>docker</code> or <code>podman</code> commands</a></li></ul></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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<title data-rh="true">Upgrade OpenRAG | OpenRAG</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="robots" content="noindex, nofollow"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://docs.openr.ag/upgrade"><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="Upgrade OpenRAG | OpenRAG"><meta data-rh="true" name="description" content="Use these steps to upgrade your OpenRAG deployment to the latest version or a specific version."><meta data-rh="true" property="og:description" content="Use these steps to upgrade your OpenRAG deployment to the latest version or a specific version."><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openr.ag/upgrade"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/upgrade" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/upgrade" hreflang="x-default"><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Upgrade OpenRAG","item":"https://docs.openr.ag/upgrade"}]}</script><link rel="stylesheet" href="/assets/css/styles.66669ecc.css">
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@ -111,6 +114,7 @@ The TUI warns you if it detects a version mismatch.</p></div></div>
|
|||
<li class=""><a class="" href="/support/troubleshoot">Troubleshoot OpenRAG</a></li>
|
||||
</ul></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_WFHX"><a href="https://github.com/openrag/openrag/tree/main/docs/docs/get-started/upgrade.mdx" target="_blank" rel="noopener noreferrer" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_JAkA"></div></div></footer></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docker"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Deploy self-managed services</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/reinstall"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Reinstall OpenRAG</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="#export-customized-flows-before-upgrading" class="table-of-contents__link toc-highlight">Export customized flows before upgrading</a></li><li><a href="#upgrade-tui-managed-deployments" class="table-of-contents__link toc-highlight">Upgrade TUI-managed deployments</a></li><li><a href="#upgrade-self-managed-deployments" class="table-of-contents__link toc-highlight">Upgrade self-managed deployments</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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