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mfortman11
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<title data-rh="true">OpenRAG</title><meta data-rh="true" property="og:title" content="OpenRAG"><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/404.html"><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"><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openr.ag/404.html"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/404.html" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/404.html" hreflang="x-default"><link rel="stylesheet" href="/assets/css/styles.66669ecc.css">
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<title data-rh="true">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="Langflow in OpenRAG | OpenRAG"><meta data-rh="true" name="description" content="OpenRAG leverages Langflow's Agent component to power the OpenRAG OpenSearch Agent flow."><meta data-rh="true" property="og:description" content="OpenRAG leverages Langflow's Agent component to power the OpenRAG OpenSearch Agent flow."><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":"Langflow in OpenRAG","item":"https://docs.openr.ag/agents"}]}</script><link rel="stylesheet" href="/assets/css/styles.66669ecc.css">
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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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@ -213,7 +213,7 @@ These commands are also available in the TUI's <a class="" href="/install#s
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<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="rebuild-containers-destructive">Rebuild containers (destructive)<a href="#rebuild-containers-destructive" class="hash-link" aria-label="Direct link to Rebuild containers (destructive)" title="Direct link to Rebuild containers (destructive)" translate="no"></a></h3>
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<p>Reset state by rebuilding all of your containers.
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Your OpenSearch and Langflow databases will be lost.
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Documents stored in the <code>./documents</code> directory will persist, since the directory is mounted as a volume in the OpenRAG backend container.</p>
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Documents stored in the <code>./openrag-documents</code> directory will persist, since the directory is mounted as a volume in the OpenRAG backend container.</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">docker compose up --build --force-recreate --remove-orphans</span><br></span></code></pre></div></div>
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<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="remove-all-containers-and-data-destructive">Remove all containers and data (destructive)<a href="#remove-all-containers-and-data-destructive" class="hash-link" aria-label="Direct link to Remove all containers and data (destructive)" title="Direct link to Remove all containers and data (destructive)" translate="no"></a></h3>
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<p>Completely remove your OpenRAG installation and delete all data.
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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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<title data-rh="true">OpenSearch 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/knowledge"><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="OpenSearch in OpenRAG | OpenRAG"><meta data-rh="true" name="description" content="OpenRAG uses OpenSearch for its vector-backed knowledge store."><meta data-rh="true" property="og:description" content="OpenRAG uses OpenSearch for its vector-backed knowledge store."><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openr.ag/knowledge"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/knowledge" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/knowledge" hreflang="x-default"><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"OpenSearch in OpenRAG","item":"https://docs.openr.ag/knowledge"}]}</script><link rel="stylesheet" href="/assets/css/styles.66669ecc.css">
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@ -23,7 +23,7 @@ OpenSearch provides powerful hybrid search capabilities with enterprise-grade se
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To configure the knowledge ingestion pipeline parameters, see <a class="" href="/ingestion">Docling Ingestion</a>.</p>
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<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="direct-file-ingestion">Direct file ingestion<a href="#direct-file-ingestion" class="hash-link" aria-label="Direct link to Direct file ingestion" title="Direct link to Direct file ingestion" translate="no"></a></h3>
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<p>The <strong>Knowledge Ingest</strong> flow uses Langflow's <a href="https://docs.langflow.org/components-data#file" target="_blank" rel="noopener noreferrer" class=""><strong>File</strong> component</a> to split and embed files loaded from your local machine into the OpenSearch database.</p>
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<p>The default path to your local folder is mounted from the <code>./documents</code> folder in your OpenRAG project directory to the <code>/app/documents/</code> directory inside the Docker container. Files added to the host or the container will be visible in both locations. To configure this location, modify the <strong>Documents Paths</strong> variable in either the TUI's <a class="" href="/install#setup">Advanced Setup</a> menu or in the <code>.env</code> used by Docker Compose.</p>
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<p>The default path to your local folder is mounted from the <code>./openrag-documents</code> folder in your OpenRAG project directory to the <code>/app/documents/</code> directory inside the Docker container. Files added to the host or the container will be visible in both locations. To configure this location, modify the <strong>Documents Paths</strong> variable in either the TUI's <a class="" href="/install#setup">Advanced Setup</a> menu or in the <code>.env</code> used by Docker Compose.</p>
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<p>To load and process a single file from the mapped location, click <strong>Add Knowledge</strong>, and then 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-file" aria-hidden="true"><path d="M15 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V7Z"></path><path d="M14 2v4a2 2 0 0 0 2 2h4"></path></svg> <strong>File</strong>.
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The file is loaded into your OpenSearch database, and appears in the Knowledge page.</p>
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<p>To load and process a directory from the mapped location, click <strong>Add Knowledge</strong>, and then 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-folder" aria-hidden="true"><path d="M20 20a2 2 0 0 0 2-2V8a2 2 0 0 0-2-2h-7.9a2 2 0 0 1-1.69-.9L9.6 3.9A2 2 0 0 0 7.93 3H4a2 2 0 0 0-2 2v13a2 2 0 0 0 2 2Z"></path></svg> <strong>Folder</strong>.
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<title data-rh="true">Quickstart | 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/quickstart"><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="Quickstart | OpenRAG"><meta data-rh="true" name="description" content="Use this quickstart to install OpenRAG, and then try some of OpenRAG's core features."><meta data-rh="true" property="og:description" content="Use this quickstart to install OpenRAG, and then try some of OpenRAG's core features."><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openr.ag/quickstart"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/quickstart" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openr.ag/quickstart" hreflang="x-default"><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Quickstart","item":"https://docs.openr.ag/quickstart"}]}</script><link rel="stylesheet" href="/assets/css/styles.66669ecc.css">
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@ -116,7 +116,7 @@ You can click a document to view the chunks of the document as they are stored i
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<p>Click <strong>Add Knowledge</strong> to add your own documents to your OpenRAG knowledge base.</p>
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<p>For this quickstart, use either the <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-file" aria-hidden="true"><path d="M15 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V7Z"></path><path d="M14 2v4a2 2 0 0 0 2 2h4"></path></svg> <strong>File</strong> or <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-folder" aria-hidden="true"><path d="M20 20a2 2 0 0 0 2-2V8a2 2 0 0 0-2-2h-7.9a2 2 0 0 1-1.69-.9L9.6 3.9A2 2 0 0 0 7.93 3H4a2 2 0 0 0-2 2v13a2 2 0 0 0 2 2Z"></path></svg> <strong>Folder</strong> upload options to load documents from your local machine.
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<strong>Folder</strong> uploads an entire directory.
|
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The default directory is the <code>/documents</code> subdirectory in your OpenRAG installation directory.</p>
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||||
The default directory is the <code>/openrag-documents</code> subdirectory in your OpenRAG installation directory.</p>
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<p>For information about the cloud storage provider options, see <a class="" href="/knowledge#oauth-ingestion">Ingest files through OAuth connectors</a>.</p>
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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 recognizes environment variables from the following sources:"><meta data-rh="true" property="og:description" content="OpenRAG recognizes environment variables from the following sources:"><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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@ -52,7 +52,7 @@ For more information, see <a class="" href="/install#application-onboarding">App
|
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<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="document-processing">Document processing<a href="#document-processing" class="hash-link" aria-label="Direct link to Document processing" title="Direct link to Document processing" translate="no"></a></h3>
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<p>Control how OpenRAG processes and ingests documents into your knowledge base.
|
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For more information, see <a class="" href="/ingestion">Ingestion</a>.</p>
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<table><thead><tr><th>Variable</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>CHUNK_OVERLAP</code></td><td><code>200</code></td><td>Overlap between chunks.</td></tr><tr><td><code>CHUNK_SIZE</code></td><td><code>1000</code></td><td>Text chunk size for document processing.</td></tr><tr><td><code>DISABLE_INGEST_WITH_LANGFLOW</code></td><td><code>false</code></td><td>Disable Langflow ingestion pipeline.</td></tr><tr><td><code>DOCLING_OCR_ENGINE</code></td><td>-</td><td>OCR engine for document processing.</td></tr><tr><td><code>OCR_ENABLED</code></td><td><code>false</code></td><td>Enable OCR for image processing.</td></tr><tr><td><code>OPENRAG_DOCUMENTS_PATHS</code></td><td><code>./documents</code></td><td>Document paths for ingestion.</td></tr><tr><td><code>PICTURE_DESCRIPTIONS_ENABLED</code></td><td><code>false</code></td><td>Enable picture descriptions.</td></tr></tbody></table>
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<table><thead><tr><th>Variable</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>CHUNK_OVERLAP</code></td><td><code>200</code></td><td>Overlap between chunks.</td></tr><tr><td><code>CHUNK_SIZE</code></td><td><code>1000</code></td><td>Text chunk size for document processing.</td></tr><tr><td><code>DISABLE_INGEST_WITH_LANGFLOW</code></td><td><code>false</code></td><td>Disable Langflow ingestion pipeline.</td></tr><tr><td><code>DOCLING_OCR_ENGINE</code></td><td>-</td><td>OCR engine for document processing.</td></tr><tr><td><code>OCR_ENABLED</code></td><td><code>false</code></td><td>Enable OCR for image processing.</td></tr><tr><td><code>OPENRAG_DOCUMENTS_PATHS</code></td><td><code>./openrag-documents</code></td><td>Document paths for ingestion.</td></tr><tr><td><code>PICTURE_DESCRIPTIONS_ENABLED</code></td><td><code>false</code></td><td>Enable picture descriptions.</td></tr></tbody></table>
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<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="langflow-settings">Langflow settings<a href="#langflow-settings" class="hash-link" aria-label="Direct link to Langflow settings" title="Direct link to Langflow settings" translate="no"></a></h3>
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<p>Configure Langflow authentication.</p>
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||||
<table><thead><tr><th>Variable</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>LANGFLOW_AUTO_LOGIN</code></td><td><code>False</code></td><td>Enable auto-login for Langflow.</td></tr><tr><td><code>LANGFLOW_CHAT_FLOW_ID</code></td><td>pre-filled</td><td>This value is pre-filled. The default value is found in <a href="https://github.com/langflow-ai/openrag/blob/main/.env.example" target="_blank" rel="noopener noreferrer" class="">.env.example</a>.</td></tr><tr><td><code>LANGFLOW_ENABLE_SUPERUSER_CLI</code></td><td><code>False</code></td><td>Enable superuser CLI.</td></tr><tr><td><code>LANGFLOW_INGEST_FLOW_ID</code></td><td>pre-filled</td><td>This value is pre-filled. The default value is found in <a href="https://github.com/langflow-ai/openrag/blob/main/.env.example" target="_blank" rel="noopener noreferrer" class="">.env.example</a>.</td></tr><tr><td><code>LANGFLOW_KEY</code></td><td>auto-generated</td><td>Explicit Langflow API key.</td></tr><tr><td><code>LANGFLOW_NEW_USER_IS_ACTIVE</code></td><td><code>False</code></td><td>New users are active by default.</td></tr><tr><td><code>LANGFLOW_PUBLIC_URL</code></td><td><code>http://localhost:7860</code></td><td>Public URL for Langflow.</td></tr><tr><td><code>LANGFLOW_SECRET_KEY</code></td><td>-</td><td>Secret key for Langflow internal operations.</td></tr><tr><td><code>LANGFLOW_SUPERUSER</code></td><td>-</td><td>Langflow admin username. Required.</td></tr><tr><td><code>LANGFLOW_SUPERUSER_PASSWORD</code></td><td>-</td><td>Langflow admin password. Required.</td></tr><tr><td><code>LANGFLOW_URL</code></td><td><code>http://localhost:7860</code></td><td>Langflow URL.</td></tr><tr><td><code>NUDGES_FLOW_ID</code></td><td>pre-filled</td><td>This value is pre-filled. The default value is found in <a href="https://github.com/langflow-ai/openrag/blob/main/.env.example" target="_blank" rel="noopener noreferrer" class="">.env.example</a>.</td></tr><tr><td><code>SYSTEM_PROMPT</code></td><td>"You are a helpful AI assistant with access to a knowledge base. Answer questions based on the provided context."</td><td>System prompt for the Langflow agent.</td></tr></tbody></table>
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