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breadcrumbs__item--active"><span class="breadcrumbs__link">Upgrade OpenRAG</span></li></ul></nav><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>Upgrade OpenRAG</h1></header><p>Use these steps to upgrade your OpenRAG deployment to the latest version or a specific version.</p>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="export-customized-flows-before-upgrading">Export customized flows before upgrading<a href="#export-customized-flows-before-upgrading" class="hash-link" aria-label="Direct link to Export customized flows before upgrading" title="Direct link to Export customized flows before upgrading" translate="no"></a></h2>
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<p>If you modified the built-in flows or created custom flows in your OpenRAG Langflow instance, <a href="https://docs.langflow.org/concepts-flows-import" target="_blank" rel="noopener noreferrer" class="">export your flows</a> before upgrading.
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This ensure that you won't lose your flows after upgrading, and you can reference the exported flows if there are any breaking changes in the new version.</p>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="upgrade-tui-managed-deployments">Upgrade TUI-managed deployments<a href="#upgrade-tui-managed-deployments" class="hash-link" aria-label="Direct link to Upgrade TUI-managed deployments" title="Direct link to Upgrade TUI-managed deployments" translate="no"></a></h2>
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<p>To upgrade OpenRAG, you need to upgrade the OpenRAG Python package, and then upgrade the OpenRAG containers.</p>
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<p>Upgrading the Python package also upgrades Docling by bumping the dependency in <code>pyproject.toml</code>.</p>
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<p>This is a two-part process because upgrading the OpenRAG Python package updates the Terminal User Interface (TUI) and Python code, but the container versions are controlled by environment variables in your <a class="" href="/reference/configuration">OpenRAG <code>.env</code> file</a>.</p>
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<ol>
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<li class="">If you modified the built-in flows or created custom flows in your <a class="" href="/agents">OpenRAG Langflow instance</a>, <a href="https://docs.langflow.org/concepts-flows-import" target="_blank" rel="noopener noreferrer" class="">export your flows</a> before starting this process. Although OpenRAG can preserve changes to the built-in flows, it doesn't preserve user-created flows. As a general best practice, exporting your flows is recommended to create backups of your customizations. Afterwards, you can reimport your flows or reference the exported flow JSON as needed.</li>
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</ol>
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<ol start="2">
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<li class="">
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<p>To check for updates, click <strong>Status</strong> in the TUI, and then click <strong>Upgrade</strong>.</p>
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</li>
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<li class="">
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<p>If there is an update available, press <kbd>Esc</kbd> to close the <strong>Status</strong> page, then then click <strong>Stop All Services</strong>.</p>
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</li>
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<li class="">
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<p>Press <kbd>q</kbd> to exit the TUI.</p>
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</li>
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<li class="">
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<p>Upgrade the OpenRAG Python package to the latest version from <a href="https://pypi.org/project/openrag/" target="_blank" rel="noopener noreferrer" class="">PyPI</a>.
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The commands to upgrade the package depend on how you installed OpenRAG.</p>
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<div class="theme-tabs-container tabs-container tabList__CuJ"><ul role="tablist" aria-orientation="horizontal" class="tabs"><li role="tab" tabindex="0" aria-selected="true" class="tabs__item tabItem_LNqP tabs__item--active">Script or uvx</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">uv add</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">uv pip install</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Ymn6"><p>Use these steps to upgrade the Python package if you installed OpenRAG using the <a class="" href="/install">installer script</a> or <a class="" href="/install-uvx"><code>uvx</code></a>:</p><ol>
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<li class="">
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<p>Navigate to your OpenRAG workspace directory:</p>
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<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#393A34;background-color:#f6f8fa"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token builtin class-name">cd</span><span class="token plain"> openrag-workspace</span><br></span></code></pre></div></div>
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</li>
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<li class="">
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<p>Upgrade the OpenRAG package:</p>
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<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#393A34;background-color:#f6f8fa"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">uvx </span><span class="token parameter variable" style="color:#36acaa">--from</span><span class="token plain"> openrag openrag</span><br></span></code></pre></div></div>
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<p>You can invoke a specific version using any of the <a href="https://docs.astral.sh/uv/guides/tools/#requesting-specific-versions" target="_blank" rel="noopener noreferrer" class=""><code>uvx</code> version specifiers</a>, such as <code>--from</code>:</p>
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||
<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#393A34;background-color:#f6f8fa"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">uvx </span><span class="token parameter variable" style="color:#36acaa">--from</span><span class="token plain"> </span><span class="token assign-left variable" style="color:#36acaa">openrag</span><span class="token operator" style="color:#393A34">==</span><span class="token number" style="color:#36acaa">0.1</span><span class="token plain">.30 openrag</span><br></span></code></pre></div></div>
|
||
</li>
|
||
</ol></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><p>Use these steps to upgrade the Python package if you installed OpenRAG with <a class="" href="/install-uv"><code>uv add</code></a>:</p><ol>
|
||
<li class="">
|
||
<p>Navigate to your project directory:</p>
|
||
<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#393A34;background-color:#f6f8fa"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token builtin class-name">cd</span><span class="token plain"> YOUR_PROJECT_NAME</span><br></span></code></pre></div></div>
|
||
</li>
|
||
<li class="">
|
||
<p>Update OpenRAG to the latest version:</p>
|
||
<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#393A34;background-color:#f6f8fa"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">uv </span><span class="token function" style="color:#d73a49">add</span><span class="token plain"> </span><span class="token parameter variable" style="color:#36acaa">--upgrade</span><span class="token plain"> openrag</span><br></span></code></pre></div></div>
|
||
<p>To upgrade to a specific version:</p>
|
||
<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#393A34;background-color:#f6f8fa"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">uv </span><span class="token function" style="color:#d73a49">add</span><span class="token plain"> </span><span class="token parameter variable" style="color:#36acaa">--upgrade</span><span class="token plain"> </span><span class="token assign-left variable" style="color:#36acaa">openrag</span><span class="token operator" style="color:#393A34">==</span><span class="token number" style="color:#36acaa">0.1</span><span class="token plain">.33</span><br></span></code></pre></div></div>
|
||
</li>
|
||
<li class="">
|
||
<p>Start the OpenRAG TUI:</p>
|
||
<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#393A34;background-color:#f6f8fa"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">uv run openrag</span><br></span></code></pre></div></div>
|
||
</li>
|
||
</ol></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><p>Use these steps to upgrade the Python package if you installed OpenRAG with <a class="" href="/install-uv"><code>uv pip install</code></a>:</p><ol>
|
||
<li class="">
|
||
<p>Activate your virtual environment.</p>
|
||
</li>
|
||
<li class="">
|
||
<p>Upgrade OpenRAG:</p>
|
||
<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#393A34;background-color:#f6f8fa"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">uv pip </span><span class="token function" style="color:#d73a49">install</span><span class="token plain"> </span><span class="token parameter variable" style="color:#36acaa">--upgrade</span><span class="token plain"> openrag</span><br></span></code></pre></div></div>
|
||
<p>To upgrade to a specific version:</p>
|
||
<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#393A34;background-color:#f6f8fa"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">uv pip </span><span class="token function" style="color:#d73a49">install</span><span class="token plain"> </span><span class="token parameter variable" style="color:#36acaa">--upgrade</span><span class="token plain"> </span><span class="token assign-left variable" style="color:#36acaa">openrag</span><span class="token operator" style="color:#393A34">==</span><span class="token number" style="color:#36acaa">0.1</span><span class="token plain">.33</span><br></span></code></pre></div></div>
|
||
</li>
|
||
<li class="">
|
||
<p>Start the OpenRAG TUI:</p>
|
||
<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#393A34;background-color:#f6f8fa"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token plain">uv run openrag</span><br></span></code></pre></div></div>
|
||
</li>
|
||
</ol></div></div></div>
|
||
</li>
|
||
<li class="">
|
||
<p>In the OpenRAG TUI, click <strong>Start Services</strong>, and then wait while the services start.</p>
|
||
<p>When you start services after upgrading the Python package, OpenRAG runs <code>docker compose pull</code> to get the appropriate container images matching the version specified in your OpenRAG <code>.env</code> file. Then, it recreates the containers with the new images using <code>docker compose up -d --force-recreate</code>.</p>
|
||
<div class="theme-admonition theme-admonition-tip admonition_xJq3 alert alert--success"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>Pin container versions</div><div class="admonitionContent_BuS1"><p>In the OpenRAG <code>.env</code> file, the <code>OPENRAG_VERSION</code> <a class="" href="/reference/configuration#system-settings">environment variable</a> is set to <code>latest</code> by default, which pulls the <code>latest</code> available container images.
|
||
To pin a specific container image version, you can set <code>OPENRAG_VERSION</code> to the desired container image version, such as <code>OPENRAG_VERSION=0.1.33</code>.</p><p>However, when you upgrade the Python package, OpenRAG automatically attempts to keep the <code>OPENRAG_VERSION</code> synchronized with the Python package version.
|
||
You might need to edit the <code>.env</code> file after upgrading the Python package to enforce a different container version.
|
||
The TUI warns you if it detects a version mismatch.</p></div></div>
|
||
<p>If you get an error that <code>langflow container already exists</code> error during upgrade, see <a class="" href="/support/troubleshoot#langflow-container-already-exists-during-upgrade">Langflow container already exists during upgrade</a>.</p>
|
||
</li>
|
||
<li class="">
|
||
<p>After the containers start, click <strong>Close</strong>, and then click <strong>Launch OpenRAG</strong>.</p>
|
||
</li>
|
||
</ol>
|
||
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="upgrade-self-managed-deployments">Upgrade self-managed deployments<a href="#upgrade-self-managed-deployments" class="hash-link" aria-label="Direct link to Upgrade self-managed deployments" title="Direct link to Upgrade self-managed deployments" translate="no"></a></h2>
|
||
<ol>
|
||
<li class="">If you modified the built-in flows or created custom flows in your <a class="" href="/agents">OpenRAG Langflow instance</a>, <a href="https://docs.langflow.org/concepts-flows-import" target="_blank" rel="noopener noreferrer" class="">export your flows</a> before starting this process. Although OpenRAG can preserve changes to the built-in flows, it doesn't preserve user-created flows. As a general best practice, exporting your flows is recommended to create backups of your customizations. Afterwards, you can reimport your flows or reference the exported flow JSON as needed.</li>
|
||
</ol>
|
||
<ol start="2">
|
||
<li class="">
|
||
<p>Fetch and apply the latest container images while preserving your OpenRAG data:</p>
|
||
<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockTitle_OeMC">Docker</div><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#393A34;background-color:#f6f8fa"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose pull</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token function" style="color:#d73a49">docker</span><span class="token plain"> compose up </span><span class="token parameter variable" style="color:#36acaa">-d</span><span class="token plain"> --force-recreate</span><br></span></code></pre></div></div>
|
||
<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockTitle_OeMC">Podman</div><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#393A34;background-color:#f6f8fa"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#393A34"><span class="token function" style="color:#d73a49">podman</span><span class="token plain"> compose pull</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain"></span><span class="token function" style="color:#d73a49">podman</span><span class="token plain"> compose up </span><span class="token parameter variable" style="color:#36acaa">-d</span><span class="token plain"> --force-recreate</span><br></span></code></pre></div></div>
|
||
<p>By default, OpenRAG's <code>docker-compose</code> files pull the latest container images.</p>
|
||
</li>
|
||
<li class="">
|
||
<p>After the containers start, access the OpenRAG application at <code>http://localhost:3000</code>.</p>
|
||
</li>
|
||
</ol>
|
||
<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>
|
||
<ul>
|
||
<li class=""><a class="" href="/manage-services">Manage OpenRAG services</a></li>
|
||
<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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