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<head>
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<meta charset="UTF-8">
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<meta name="generator" content="Docusaurus v3.8.1">
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<title data-rh="true">Docling Ingestion | OpenRAG</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><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 Ingestion | OpenRAG"><meta data-rh="true" name="description" content="OpenRAG uses Docling for its document ingestion pipeline."><meta data-rh="true" property="og:description" content="OpenRAG uses Docling for its document ingestion pipeline."><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 Ingestion","item":"https://docs.openr.ag/ingestion"}]}</script><link rel="stylesheet" href="/assets/css/styles.c46b7464.css">
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<script src="/assets/js/runtime~main.a37ae89b.js" defer="defer"></script>
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<script src="/assets/js/main.c897035d.js" defer="defer"></script>
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<title data-rh="true">Docling Ingestion | OpenRAG</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><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 Ingestion | OpenRAG"><meta data-rh="true" name="description" content="OpenRAG uses Docling for its document ingestion pipeline."><meta data-rh="true" property="og:description" content="OpenRAG uses Docling for its document ingestion pipeline."><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 Ingestion","item":"https://docs.openr.ag/ingestion"}]}</script><link rel="stylesheet" href="/assets/css/styles.1847d619.css">
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<script src="/assets/js/runtime~main.524c688b.js" defer="defer"></script>
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</head>
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<svg xmlns="http://www.w3.org/2000/svg" style="display: none;"><defs>
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<h2 class="anchor anchorWithStickyNavbar_LWe7" id="use-openrag-default-ingestion-instead-of-docling-serve">Use OpenRAG default ingestion instead of Docling serve<a href="#use-openrag-default-ingestion-instead-of-docling-serve" class="hash-link" aria-label="Direct link to Use OpenRAG default ingestion instead of Docling serve" title="Direct link to Use OpenRAG default ingestion instead of Docling serve"></a></h2>
|
||||
<p>If you want to use OpenRAG's built-in pipeline instead of Docling serve, set <code>DISABLE_INGEST_WITH_LANGFLOW=true</code> in <a href="/configure/configuration#ingestion-configuration">Environment variables</a>.</p>
|
||||
<p>The built-in pipeline still uses the Docling processor, but uses it directly without the Docling Serve API.</p>
|
||||
<p>For more information, see <a href="https://github.com/langflow-ai/openrag/blob/main/src/models/processors.py#L58" target="_blank" rel="noopener noreferrer"><code>processors.py</code> in the OpenRAG repository</a>.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col"><a href="https://github.com/openrag/openrag/tree/main/docs/docs/core-components/ingestion.mdx" target="_blank" rel="noopener noreferrer" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_JAkA"></div></div></footer></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/knowledge"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">OpenSearch Knowledge</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/configure/configuration"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Environment Variables</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#docling-ingestion-settings" class="table-of-contents__link toc-highlight">Docling ingestion settings</a></li><li><a href="#use-openrag-default-ingestion-instead-of-docling-serve" class="table-of-contents__link toc-highlight">Use OpenRAG default ingestion instead of Docling serve</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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<p>For more information, see <a href="https://github.com/langflow-ai/openrag/blob/main/src/models/processors.py#L58" target="_blank" rel="noopener noreferrer"><code>processors.py</code> in the OpenRAG repository</a>.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col"><a href="https://github.com/openrag/openrag/tree/main/docs/docs/core-components/ingestion.mdx" target="_blank" rel="noopener noreferrer" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_JAkA"></div></div></footer></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/knowledge"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">OpenSearch Knowledge</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/configure/configuration"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Environment variables</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#docling-ingestion-settings" class="table-of-contents__link toc-highlight">Docling ingestion settings</a></li><li><a href="#use-openrag-default-ingestion-instead-of-docling-serve" class="table-of-contents__link toc-highlight">Use OpenRAG default ingestion instead of Docling serve</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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