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href="/openrag/quickstart">Quickstart</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link menu__link--active" aria-current="page" tabindex="0" href="/openrag/get-started/docker">Docker Deployment</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/openrag/get-started/tui">Terminal Interface (TUI)</a></li></ul></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--sublist-caret" role="button" aria-expanded="false" href="/openrag/agents">Core components</a></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--sublist-caret" role="button" aria-expanded="false" href="/openrag/configure/configuration">Configuration</a></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--sublist-caret" role="button" aria-expanded="false" href="/openrag/support/troubleshoot">Support</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_TBSr"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/openrag/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Get Started</span></li><li class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link">Docker Deployment</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>Docker deployment</h1></header><p>There are two different Docker Compose files.
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They deploy the same applications and containers, but to different environments.</p>
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<ul>
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<li>
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<p><a href="https://github.com/langflow-ai/openrag/blob/main/docker-compose.yml" target="_blank" rel="noopener noreferrer"><code>docker-compose.yml</code></a> is an OpenRAG deployment with GPU support for accelerated AI processing.</p>
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</li>
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<li>
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<p><a href="https://github.com/langflow-ai/openrag/blob/main/docker-compose-cpu.yml" target="_blank" rel="noopener noreferrer"><code>docker-compose-cpu.yml</code></a> is a CPU-only version of OpenRAG for systems without GPU support. Use this Docker compose file for environments where GPU drivers aren't available.</p>
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</li>
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</ul>
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<p>To install OpenRAG with Docker Compose:</p>
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<ol>
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<li>
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<p>Clone the OpenRAG repository.</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">git clone https://github.com/langflow-ai/openrag.git</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">cd openrag</span><br></span></code></pre></div></div>
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</li>
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<li>
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<p>Copy the example <code>.env</code> file that is included in the repository root.
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The example file includes all environment variables with comments to guide you in finding and setting their values.</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">cp .env.example .env</span><br></span></code></pre></div></div>
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<p>Alternatively, create a new <code>.env</code> file in the repository root.</p>
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<div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#393A34;--prism-background-color:#f6f8fa"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-text 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">touch .env</span><br></span></code></pre></div></div>
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</li>
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<li>
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<p>Set environment variables. The Docker Compose files are populated with values from your <code>.env</code>, so the following values are <strong>required</strong> to be set:</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">OPENSEARCH_PASSWORD=your_secure_password</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">OPENAI_API_KEY=your_openai_api_key</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">LANGFLOW_SUPERUSER=admin</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">LANGFLOW_SUPERUSER_PASSWORD=your_langflow_password</span><br></span><span class="token-line" style="color:#393A34"><span class="token plain">LANGFLOW_SECRET_KEY=your_secret_key</span><br></span></code></pre></div></div>
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<p>For more information on configuring OpenRAG with environment variables, see <a href="/openrag/configure/configuration">Environment variables</a>.
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For additional configuration values, including <code>config.yaml</code>, see <a href="/openrag/configure/configuration">Configuration</a>.</p>
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</li>
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<li>
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<p>Deploy OpenRAG with Docker Compose based on your deployment type.</p>
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<p>For GPU-enabled systems, run the following command:</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 -d</span><br></span></code></pre></div></div>
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<p>For CPU-only systems, run the following command:</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 -f docker-compose-cpu.yml up -d</span><br></span></code></pre></div></div>
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<p>The OpenRAG Docker Compose file starts five containers:</p>
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<table><thead><tr><th>Container Name</th><th>Default Address</th><th>Purpose</th></tr></thead><tbody><tr><td>OpenRAG Backend</td><td><a href="http://localhost:8000" target="_blank" rel="noopener noreferrer">http://localhost:8000</a></td><td>FastAPI server and core functionality.</td></tr><tr><td>OpenRAG Frontend</td><td><a href="http://localhost:3000" target="_blank" rel="noopener noreferrer">http://localhost:3000</a></td><td>React web interface for users.</td></tr><tr><td>Langflow</td><td><a href="http://localhost:7860" target="_blank" rel="noopener noreferrer">http://localhost:7860</a></td><td>AI workflow engine and flow management.</td></tr><tr><td>OpenSearch</td><td><a href="http://localhost:9200" target="_blank" rel="noopener noreferrer">http://localhost:9200</a></td><td>Vector database for document storage.</td></tr><tr><td>OpenSearch Dashboards</td><td><a href="http://localhost:5601" target="_blank" rel="noopener noreferrer">http://localhost:5601</a></td><td>Database administration interface.</td></tr></tbody></table>
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</li>
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<li>
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<p>Verify installation by confirming all services are running.</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 ps</span><br></span></code></pre></div></div>
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<p>You can now access the application at:</p>
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<ul>
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<li><strong>Frontend</strong>: <a href="http://localhost:3000" target="_blank" rel="noopener noreferrer">http://localhost:3000</a></li>
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<li><strong>Backend API</strong>: <a href="http://localhost:8000" target="_blank" rel="noopener noreferrer">http://localhost:8000</a></li>
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<li><strong>Langflow</strong>: <a href="http://localhost:7860" target="_blank" rel="noopener noreferrer">http://localhost:7860</a></li>
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</ul>
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</li>
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</ol>
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<p>Continue with the <a href="/openrag/quickstart">Quickstart</a>.</p>
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<h2 class="anchor anchorWithStickyNavbar_LWe7" id="rebuild-all-docker-containers">Rebuild all Docker containers<a href="#rebuild-all-docker-containers" class="hash-link" aria-label="Direct link to Rebuild all Docker containers" title="Direct link to Rebuild all Docker containers"></a></h2>
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<p>If you need to reset state and rebuild all of your containers, run the following command.
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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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