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class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><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 itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a class="breadcrumbs__link" itemprop="item" href="/docs/category/features"><span itemprop="name">Features</span></a><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Automations</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">AI Classification</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><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"><h1>AI Glossary Term Suggestions</h1><div class="availabilityCard_P5od card"><strong>Feature Availability</strong><div><span class="platform_wqXv">Self-Hosted DataHub <span role="img" aria-label="close-circle" class="anticon anticon-close-circle"><svg fill-rule="evenodd" viewBox="64 64 896 896" focusable="false" data-icon="close-circle" width="1em" height="1em" fill="currentColor" aria-hidden="true"><path d="M512 64c247.4 0 448 200.6 448 448S759.4 960 512 960 64 759.4 64 512 264.6 64 512 64zm127.98 274.82h-.04l-.08.06L512 466.75 384.14 338.88c-.04-.05-.06-.06-.08-.06a.12.12 0 00-.07 0c-.03 0-.05.01-.09.05l-45.02 45.02a.2.2 0 00-.05.09.12.12 0 000 .07v.02a.27.27 0 00.06.06L466.75 512 338.88 639.86c-.05.04-.06.06-.06.08a.12.12 0 000 .07c0 .03.01.05.05.09l45.02 45.02a.2.2 0 00.09.05.12.12 0 00.07 0c.02 0 .04-.01.08-.05L512 557.25l127.86 127.87c.04.04.06.05.08.05a.12.12 0 00.07 0c.03 0 .05-.01.09-.05l45.02-45.02a.2.2 0 00.05-.09.12.12 0 000-.07v-.02a.27.27 0 00-.05-.06L557.25 512l127.87-127.86c.04-.04.05-.06.05-.08a.12.12 0 000-.07c0-.03-.01-.05-.05-.09l-45.02-45.02a.2.2 0 00-.09-.05.12.12 0 00-.07 0z"></path></svg></span></span></div><div><span role="img" aria-label="cloud" class="anticon anticon-cloud managedIcon_AxXO"><svg viewBox="64 64 896 896" focusable="false" data-icon="cloud" width="1em" height="1em" fill="currentColor" aria-hidden="true"><path d="M811.4 418.7C765.6 297.9 648.9 212 512.2 212S258.8 297.8 213 418.6C127.3 441.1 64 519.1 64 612c0 110.5 89.5 200 199.9 200h496.2C870.5 812 960 722.5 960 612c0-92.7-63.1-170.7-148.6-193.3zm36.3 281a123.07 123.07 0 01-87.6 36.3H263.9c-33.1 0-64.2-12.9-87.6-36.3A123.3 123.3 0 01140 612c0-28 9.1-54.3 26.2-76.3a125.7 125.7 0 0166.1-43.7l37.9-9.9 13.9-36.6c8.6-22.8 20.6-44.1 35.7-63.4a245.6 245.6 0 0152.4-49.9c41.1-28.9 89.5-44.2 140-44.2s98.9 15.3 140 44.2c19.9 14 37.5 30.8 52.4 49.9 15.1 19.3 27.1 40.7 35.7 63.4l13.8 36.5 37.8 10c54.3 14.5 92.1 63.8 92.1 120 0 33.1-12.9 64.3-36.3 87.7z"></path></svg></span><span class="platform_wqXv platformAvailable_Y8lN">DataHub Cloud <span role="img" aria-label="check-circle" class="anticon anticon-check-circle"><svg viewBox="64 64 896 896" focusable="false" data-icon="check-circle" width="1em" height="1em" fill="currentColor" aria-hidden="true"><path d="M512 64C264.6 64 64 264.6 64 512s200.6 448 448 448 448-200.6 448-448S759.4 64 512 64zm193.5 301.7l-210.6 292a31.8 31.8 0 01-51.7 0L318.5 484.9c-3.8-5.3 0-12.7 6.5-12.7h46.9c10.2 0 19.9 4.9 25.9 13.3l71.2 98.8 157.2-218c6-8.3 15.6-13.3 25.9-13.3H699c6.5 0 10.3 7.4 6.5 12.7z"></path></svg></span></span></div></div><div class="theme-admonition theme-admonition-info alert alert--info admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><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_S0QG"><p>This feature is currently in closed beta. Reach out to your DataHub Cloud representative to get access.</p></div></div><p>The AI Glossary Term Suggestion automation uses LLMs to suggest <a href="/docs/glossary/business-glossary">Glossary Terms</a> for tables and columns in your data.</p><p>This is useful for improving coverage of glossary terms across your organization, which is important for compliance and governance efforts.</p><p>This automation can:</p><ul><li>Automatically suggests glossary terms for tables and columns.</li><li>Goes beyond a predefined set of terms and works with your business glossary.</li><li>Generates <a href="/docs/managed-datahub/approval-workflows">proposals</a> for owners to review, or can automatically add terms to tables/columns.</li><li>Automatically adjusts to human-provided feedback and curation (coming soon).</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="prerequisites">Prerequisites<a href="#prerequisites" class="hash-link" aria-label="Direct link to Prerequisites" title="Direct link to Prerequisites"></a></h2><ul><li>A business glossary with terms defined. Additional metadata, like documentation and existing term assignments, will improve the accuracy of our suggestions.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="configuring">Configuring<a href="#configuring" class="hash-link" aria-label="Direct link to Configuring" title="Direct link to Configuring"></a></h2><ol><li><p><strong>Navigate to Automations</strong>: Click on 'Govern' > 'Automations' in the navigation bar.</p><p align="center"><img loading="lazy" width="30%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/automation/saas/automations-nav-link.png" class="img_ev3q"></p></li><li><p><strong>Create the Automation</strong>: Click on 'Create' and select 'AI Glossary Term Suggestions'.</p><p align="center"><img loading="lazy" width="40%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/automation/saas/ai-term-suggestion/automation-type.png" class="img_ev3q"></p></li><li><p><strong>Configure the Automation</strong>: Fill in the required fields to configure the automation.
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The main fields to configure are (1) what terms to use for suggestions and (2) what entities to generate suggestions for.</p><p align="center"><img loading="lazy" width="50%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/automation/saas/ai-term-suggestion/automation-config.png" class="img_ev3q"></p></li><li><p>Once it's enabled, that's it! You'll start to see terms show up in the UI, either on assets or in the proposals page.</p><p align="center"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/automation/saas/ai-term-suggestion/term-proposals.png" class="img_ev3q"></p></li></ol><h2 class="anchor anchorWithStickyNavbar_LWe7" id="how-it-works">How it works<a href="#how-it-works" class="hash-link" aria-label="Direct link to How it works" title="Direct link to How it works"></a></h2><p>The automation will scan through all the datasets matched by the configured filters. For each one, it will generate suggestions.
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If new entities are added that match the configured filters, those will also be classified within 24 hours.</p><p>We take into account the following metadata when generating suggestions:</p><ul><li>Dataset name and description</li><li>Column name, type, description, and sample values</li><li>Glossary term name, documentation, and hierarchy</li><li>Feedback loop: existing assignments and accepted/rejected proposals (coming soon)</li></ul><p>Data privacy: Your metadata is not sent to any third-party LLMs. We use AWS Bedrock internally, which means all metadata remains within the DataHub Cloud AWS account. We do not fine-tune on customer data.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="limitations">Limitations<a href="#limitations" class="hash-link" aria-label="Direct link to Limitations" title="Direct link to Limitations"></a></h2><ul><li>A single configured automation can classify at most 10k entities.</li><li>We cannot do partial reclassification. If you add a new column to an existing table, we won't regenerate suggestions for that table.</li></ul></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="slackUtm_uoBr"><div class="slackUtm_uoBr"><hr>Need more help? 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