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<title data-rh="true">Install OpenRAG containers | 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="Install OpenRAG containers | OpenRAG"><meta data-rh="true" name="description" content="OpenRAG has two Docker Compose files. Both files deploy the same applications and containers locally, but they are for different environments."><meta data-rh="true" property="og:description" content="OpenRAG has two Docker Compose files. Both files deploy the same applications and containers locally, but they are for different environments."><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":"Install OpenRAG containers","item":"https://docs.openr.ag/docker"}]}</script><link rel="stylesheet" href="/assets/css/styles.66669ecc.css">
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@ -99,7 +99,16 @@ This enables <a href="https://opensource.apple.com/projects/mlx/" target="_blank
<div class="theme-admonition theme-admonition-warning admonition_xJq3 alert alert--warning"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>warning</div><div class="admonitionContent_BuS1"><p>Most values from onboarding can be changed later in the OpenRAG <strong>Settings</strong> page, but there are important restrictions.</p><p>The <strong>language model provider</strong> and <strong>embeddings model provider</strong> can only be selected at onboarding.
To change your provider selection later, you must <a class="" href="/install#reinstall">reinstall OpenRAG</a>.</p><p>You can use different providers for your language model and embedding model, such as Anthropic for the language model and OpenAI for the embeddings model.</p></div></div>
<p>Choose one LLM provider and complete these steps:</p>
<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">OpenAI</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">IBM watsonx.ai</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">Anthropic</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">Ollama</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Ymn6"><ol>
<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">Anthropic</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">OpenAI</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">IBM watsonx.ai</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">Ollama</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Ymn6"><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>Anthropic does not provide embedding models. If you select Anthropic for your language model, you must then select a different provider for embeddings.</p></div></div><ol>
<li class="">Enable <strong>Use environment Anthropic API key</strong> to automatically use your key from the <code>.env</code> file.
Alternatively, paste an Anthropic API key into the field.</li>
<li class="">Under <strong>Advanced settings</strong>, select your <strong>Language Model</strong>.</li>
<li class="">Click <strong>Complete</strong>.</li>
<li class="">In the second onboarding panel, select a provider for embeddings and select your <strong>Embedding Model</strong>.</li>
<li class="">To complete the onboarding tasks, click <strong>What is OpenRAG</strong>, and then click <strong>Add a Document</strong>.
Alternatively, click <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right" aria-hidden="true"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg> <strong>Skip overview</strong>.</li>
<li class="">Continue with the <a class="" href="/quickstart">Quickstart</a>.</li>
</ol></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><ol>
<li class="">Enable <strong>Get API key from environment variable</strong> to automatically enter your key from the TUI-generated <code>.env</code> file.
Alternatively, paste an OpenAI API key into the field.</li>
<li class="">Under <strong>Advanced settings</strong>, select your <strong>Language Model</strong>.</li>
@ -117,15 +126,6 @@ These values are found in your IBM watsonx deployment.</li>
<li class="">To complete the onboarding tasks, click <strong>What is OpenRAG</strong>, and then click <strong>Add a Document</strong>.
Alternatively, click <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right" aria-hidden="true"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg> <strong>Skip overview</strong>.</li>
<li class="">Continue with the <a class="" href="/quickstart">Quickstart</a>.</li>
</ol></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><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>Anthropic does not provide embedding models. If you select Anthropic for your language model, you must then select a different provider for embeddings.</p></div></div><ol>
<li class="">Enable <strong>Use environment Anthropic API key</strong> to automatically use your key from the TUI-generated <code>.env</code> file.
Alternatively, paste an Anthropic API key into the field.</li>
<li class="">Under <strong>Advanced settings</strong>, select your <strong>Language Model</strong>.</li>
<li class="">Click <strong>Complete</strong>.</li>
<li class="">In the second onboarding panel, select a provider for embeddings and select your <strong>Embedding Model</strong>.</li>
<li class="">To complete the onboarding tasks, click <strong>What is OpenRAG</strong>, and then click <strong>Add a Document</strong>.
Alternatively, click <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right" aria-hidden="true"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg> <strong>Skip overview</strong>.</li>
<li class="">Continue with the <a class="" href="/quickstart">Quickstart</a>.</li>
</ol></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><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>tip</div><div class="admonitionContent_BuS1"><p>Ollama is not included with OpenRAG. To install Ollama, see the <a href="https://docs.ollama.com/" target="_blank" rel="noopener noreferrer" class="">Ollama documentation</a>.</p></div></div><ol>
<li class="">To connect to an Ollama server running on your local machine, enter your Ollama server&#x27;s base URL address.
The default Ollama server address is <code>http://localhost:11434</code>.

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<title data-rh="true">What is 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/"><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="What is OpenRAG? | OpenRAG"><meta data-rh="true" name="description" content="OpenRAG is an open-source package for building agentic RAG systems that integrates with a wide range of orchestration tools, vector databases, and LLM providers."><meta data-rh="true" property="og:description" content="OpenRAG is an open-source package for building agentic RAG systems that integrates with a wide range of orchestration tools, vector databases, and LLM providers."><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openr.ag/"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/" hreflang="x-default"><script data-rh="true">function insertBanner(){var n=document.createElement("div");n.id="__docusaurus-base-url-issue-banner-container";n.innerHTML='\n<div id="__docusaurus-base-url-issue-banner" style="border: thick solid red; background-color: rgb(255, 230, 179); margin: 20px; padding: 20px; font-size: 20px;">\n <p style="font-weight: bold; font-size: 30px;">Your Docusaurus site did not load properly.</p>\n <p>A very common reason is a wrong site <a href="https://docusaurus.io/docs/docusaurus.config.js/#baseUrl" style="font-weight: bold;">baseUrl configuration</a>.</p>\n <p>Current configured baseUrl = <span style="font-weight: bold; color: red;">/</span> (default value)</p>\n <p>We suggest trying baseUrl = <span id="__docusaurus-base-url-issue-banner-suggestion-container" style="font-weight: bold; color: green;"></span></p>\n</div>\n',document.body.prepend(n);var e=document.getElementById("__docusaurus-base-url-issue-banner-suggestion-container"),s=window.location.pathname,o="/"===s.substr(-1)?s:s+"/";e.innerHTML=o}document.addEventListener("DOMContentLoaded",function(){void 0===window.docusaurus&&insertBanner()})</script><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"About OpenRAG","item":"https://docs.openr.ag/"}]}</script><link rel="stylesheet" href="/assets/css/styles.66669ecc.css">
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<title data-rh="true">Docling 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/ingestion"><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="Docling in OpenRAG | OpenRAG"><meta data-rh="true" name="description" content="OpenRAG uses Docling for document ingestion."><meta data-rh="true" property="og:description" content="OpenRAG uses Docling for document ingestion."><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openr.ag/ingestion"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/ingestion" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/ingestion" hreflang="x-default"><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Docling in OpenRAG","item":"https://docs.openr.ag/ingestion"}]}</script><link rel="stylesheet" href="/assets/css/styles.66669ecc.css">
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<title data-rh="true">Install OpenRAG with 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/install"><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 with TUI | OpenRAG"><meta data-rh="true" name="description" content="Install OpenRAG and then run the OpenRAG Terminal User Interface(TUI) to start your OpenRAG deployment with a guided setup process."><meta data-rh="true" property="og:description" content="Install OpenRAG and then run the OpenRAG Terminal User Interface(TUI) to start your OpenRAG deployment with a guided setup process."><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openr.ag/install"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/install" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/install" 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 with TUI","item":"https://docs.openr.ag/install"}]}</script><link rel="stylesheet" href="/assets/css/styles.66669ecc.css">
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@ -91,7 +91,7 @@
</li>
<li class="">
<p>Run 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">openrag</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="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>
<p>Continue with <a href="#setup" class="">Set up OpenRAG with the TUI</a>.</p>
@ -193,7 +193,16 @@ Supported webhook endpoints:</p>
<div class="theme-admonition theme-admonition-warning admonition_xJq3 alert alert--warning"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>warning</div><div class="admonitionContent_BuS1"><p>Most values from onboarding can be changed later in the OpenRAG <strong>Settings</strong> page, but there are important restrictions.</p><p>The <strong>language model provider</strong> and <strong>embeddings model provider</strong> can only be selected at onboarding.
To change your provider selection later, you must <a class="" href="/install#reinstall">reinstall OpenRAG</a>.</p><p>You can use different providers for your language model and embedding model, such as Anthropic for the language model and OpenAI for the embeddings model.</p></div></div>
<p>Choose one LLM provider and complete these steps:</p>
<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">OpenAI</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">IBM watsonx.ai</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">Anthropic</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">Ollama</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Ymn6"><ol>
<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">Anthropic</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">OpenAI</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">IBM watsonx.ai</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">Ollama</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Ymn6"><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>Anthropic does not provide embedding models. If you select Anthropic for your language model, you must then select a different provider for embeddings.</p></div></div><ol>
<li class="">Enable <strong>Use environment Anthropic API key</strong> to automatically use your key from the <code>.env</code> file.
Alternatively, paste an Anthropic API key into the field.</li>
<li class="">Under <strong>Advanced settings</strong>, select your <strong>Language Model</strong>.</li>
<li class="">Click <strong>Complete</strong>.</li>
<li class="">In the second onboarding panel, select a provider for embeddings and select your <strong>Embedding Model</strong>.</li>
<li class="">To complete the onboarding tasks, click <strong>What is OpenRAG</strong>, and then click <strong>Add a Document</strong>.
Alternatively, click <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right" aria-hidden="true"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg> <strong>Skip overview</strong>.</li>
<li class="">Continue with the <a class="" href="/quickstart">Quickstart</a>.</li>
</ol></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><ol>
<li class="">Enable <strong>Get API key from environment variable</strong> to automatically enter your key from the TUI-generated <code>.env</code> file.
Alternatively, paste an OpenAI API key into the field.</li>
<li class="">Under <strong>Advanced settings</strong>, select your <strong>Language Model</strong>.</li>
@ -211,15 +220,6 @@ These values are found in your IBM watsonx deployment.</li>
<li class="">To complete the onboarding tasks, click <strong>What is OpenRAG</strong>, and then click <strong>Add a Document</strong>.
Alternatively, click <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right" aria-hidden="true"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg> <strong>Skip overview</strong>.</li>
<li class="">Continue with the <a class="" href="/quickstart">Quickstart</a>.</li>
</ol></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><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>Anthropic does not provide embedding models. If you select Anthropic for your language model, you must then select a different provider for embeddings.</p></div></div><ol>
<li class="">Enable <strong>Use environment Anthropic API key</strong> to automatically use your key from the TUI-generated <code>.env</code> file.
Alternatively, paste an Anthropic API key into the field.</li>
<li class="">Under <strong>Advanced settings</strong>, select your <strong>Language Model</strong>.</li>
<li class="">Click <strong>Complete</strong>.</li>
<li class="">In the second onboarding panel, select a provider for embeddings and select your <strong>Embedding Model</strong>.</li>
<li class="">To complete the onboarding tasks, click <strong>What is OpenRAG</strong>, and then click <strong>Add a Document</strong>.
Alternatively, click <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right" aria-hidden="true"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg> <strong>Skip overview</strong>.</li>
<li class="">Continue with the <a class="" href="/quickstart">Quickstart</a>.</li>
</ol></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><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>tip</div><div class="admonitionContent_BuS1"><p>Ollama is not included with OpenRAG. To install Ollama, see the <a href="https://docs.ollama.com/" target="_blank" rel="noopener noreferrer" class="">Ollama documentation</a>.</p></div></div><ol>
<li class="">To connect to an Ollama server running on your local machine, enter your Ollama server&#x27;s base URL address.
The default Ollama server address is <code>http://localhost:11434</code>.
@ -271,8 +271,7 @@ Here you can check container health, find your service ports, view logs, and upg
To copy your logs, click <strong>Copy to Clipboard</strong>.</p>
<p>To <strong>upgrade</strong> your containers, click <strong>Upgrade</strong>.
<strong>Upgrade</strong> runs <code>docker compose pull</code> and then <code>docker compose up -d --force-recreate</code>.
The first command pulls the latest images of OpenRAG.
The second command recreates the containers with your data persisted.</p>
For more information, see <a href="#upgrade-openrag-containers-with-the-tui" class="">Upgrade OpenRAG containers with the TUI</a>.</p>
<p>To <strong>reset</strong> your containers, click <strong>Reset</strong>.
Reset gives you a completely fresh start.
Reset deletes all of your data, including OpenSearch data, uploaded documents, and authentication.
@ -286,6 +285,74 @@ It first stops and removes all containers, volumes, and local images.</p>
The <code>docling serve</code> process is a native service in OpenRAG, because it&#x27;s a document processing service that is run on your local machine, and controlled separately from the containers.</p>
<p>To start or stop <code>docling serve</code> or any other native services, in the TUI Status menu, click <strong>Stop</strong> or <strong>Restart</strong>.</p>
<p>To view the status, port, or PID of a native service, in the TUI main menu, click <a href="#status" class="">Status</a>.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="upgrade">Upgrade OpenRAG<a href="#upgrade" class="hash-link" aria-label="Direct link to Upgrade OpenRAG" title="Direct link to Upgrade OpenRAG" translate="no">​</a></h2>
<p>To upgrade OpenRAG, upgrade the OpenRAG Python package, and then upgrade the OpenRAG containers using the OpenRAG TUI.</p>
<p>Upgrading the OpenRAG Python package updates the TUI and Python code, but container versions are controlled separately by environment variables in your <code>.env</code> file.</p>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="upgrade-openrag-python-package">Upgrade OpenRAG python package<a href="#upgrade-openrag-python-package" class="hash-link" aria-label="Direct link to Upgrade OpenRAG python package" title="Direct link to Upgrade OpenRAG python package" translate="no">​</a></h3>
<p>Use the following steps to 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>.
After upgrading the Python package, you should also <a href="#upgrade-openrag-containers-with-the-tui" class="">upgrade your OpenRAG containers</a>.</p>
<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">Automatic installer / uvx</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">Python project with uv add</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">Existing virtual environment with uv pip install</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Ymn6"><p>If you installed OpenRAG using the <a href="#install" class="">automatic installer</a> or <a href="#install" class="">uvx</a>, follow these steps to upgrade:</p><ol>
<li class="">
<p>Navigate to your OpenRAG workspace 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 plain">cd openrag-workspace</span><br></span></code></pre></div></div>
</li>
<li class="">
<p>Upgrade the OpenRAG package:</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">uvx --from openrag 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">uvx --from openrag==0.1.33 openrag</span><br></span></code></pre></div></div>
</li>
<li class="">
<p>After upgrading the Python package, <a href="#upgrade-openrag-containers-with-the-tui" class="">upgrade your containers</a>.</p>
</li>
</ol></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><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 plain">cd 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 add --upgrade 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 add --upgrade openrag==0.1.33</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>
<li class="">
<p>After upgrading the Python package, <a href="#upgrade-openrag-containers-with-the-tui" class="">upgrade your containers</a>.</p>
</li>
</ol></div><div role="tabpanel" class="tabItem_Ymn6" hidden=""><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 install --upgrade 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 install --upgrade openrag==0.1.33</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>
<li class="">
<p>After upgrading the Python package, <a href="#upgrade-openrag-containers-with-the-tui" class="">upgrade your containers</a>.</p>
</li>
</ol></div></div></div>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="upgrade-openrag-containers-with-the-tui">Upgrade OpenRAG containers with the TUI<a href="#upgrade-openrag-containers-with-the-tui" class="hash-link" aria-label="Direct link to Upgrade OpenRAG containers with the TUI" title="Direct link to Upgrade OpenRAG containers with the TUI" translate="no">​</a></h3>
<p>After upgrading the OpenRAG Python package, upgrade your containers to ensure they match the <code>latest</code> version.
<strong>Upgrade</strong> runs <code>docker compose pull</code>, which pulls container images based on versions specified in your <code>.env</code> file.
<code>OPENRAG_VERSION</code> is set to <code>latest</code> by default, so it pulls the <code>latest</code> available container images.</p>
<ol>
<li class="">In the OpenRAG TUI, click <strong>Status</strong>, and then click <strong>Upgrade</strong>.</li>
<li class="">When the upgrade completes, close the <strong>Status</strong> window and continue using OpenRAG.</li>
</ol>
<p>If you encounter a <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> in the troubleshooting guide.</p>
<p>To pin container versions to a specific release other than <code>latest</code>, set the <code>OPENRAG_VERSION</code> in your <code>.env</code> file:</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">OPENRAG_VERSION=0.1.33</span><br></span></code></pre></div></div>
<p>For more information, see <a class="" href="/reference/configuration#system-settings">System settings environment variables</a>.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="diagnostics">Diagnostics<a href="#diagnostics" class="hash-link" aria-label="Direct link to Diagnostics" title="Direct link to Diagnostics" translate="no">​</a></h2>
<p>The <strong>Diagnostics</strong> menu provides health monitoring for your container runtimes and monitoring of your OpenSearch security.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="reinstall">Reinstall OpenRAG<a href="#reinstall" class="hash-link" aria-label="Direct link to Reinstall OpenRAG" title="Direct link to Reinstall OpenRAG" translate="no">​</a></h2>
@ -309,7 +376,7 @@ If you delete the <code>.env</code> file, run the <a href="#setup" class="">Set
<li class="">Continue with <a href="#application-onboarding" class="">Application Onboarding</a>.</li>
</ol>
</li>
</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/install.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="/quickstart"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Quickstart</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">Install OpenRAG containers</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="#prerequisites" class="table-of-contents__link toc-highlight">Prerequisites</a></li><li><a href="#install" class="table-of-contents__link toc-highlight">Install OpenRAG</a></li><li><a href="#setup" class="table-of-contents__link toc-highlight">Set up OpenRAG with the TUI</a></li><li><a href="#application-onboarding" class="table-of-contents__link toc-highlight">Application onboarding</a></li><li><a href="#close-the-openrag-tui" class="table-of-contents__link toc-highlight">Close the OpenRAG TUI</a></li><li><a href="#tui-container-management" class="table-of-contents__link toc-highlight">Manage OpenRAG containers with the TUI</a><ul><li><a href="#start-all-services" class="table-of-contents__link toc-highlight">Start all services</a></li><li><a href="#status" class="table-of-contents__link toc-highlight">Status</a></li><li><a href="#native-services-status" class="table-of-contents__link toc-highlight">Native services status</a></li></ul></li><li><a href="#diagnostics" class="table-of-contents__link toc-highlight">Diagnostics</a></li><li><a href="#reinstall" class="table-of-contents__link toc-highlight">Reinstall OpenRAG</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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