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dev/advanced-administration/limitador-persistence/index.html

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<h2 id="table-of-contents">Table of Contents</h2>
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<p>. <a href="#requirements-for-persistent-counts">Requirements for Persistent Counts</a>
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. <a href="#example-limitador-cr-configuration">Example Limitador CR Configuration</a>
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. <a href="#local-validation-script-basic-redis">Local Validation Script</a>
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. <a href="#local-validation-script-basic-dev-only-redis">Local Validation Script</a>
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. <a href="#how-to-validate-persistence">How to Validate Persistence</a>
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. <a href="#related-documentation">Related Documentation</a></p>
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</code></pre></div>
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<p>For detailed, official instructions on production Redis setup, refer to the Red Hat documentation:</p>
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<ul>
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<li><a href="https://docs.redhat.com/en/documentation/red_hat_connectivity_link/1.2/html/installing_on_openshift_container_platform/configure-redis_connectivity-link">Red Hat Connectivity Link - Configure Redis</a></li>
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<li><a href="https://docs.redhat.com/en/documentation/red_hat_connectivity_link/1.2/html/installing_on_openshift_container_platform/rhcl-install-on-ocp#configure-redis_installing-rhcl-on-ocp">Red Hat Connectivity Link - Configure Redis</a></li>
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<h2 id="local-validation-script-basic-dev-only-redis">Local Validation Script (Basic Dev-only Redis)</h2>
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<hr />
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<h2 id="related-documentation">Related Documentation</h2>
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<ul>
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<li><a href="https://docs.redhat.com/en/documentation/red_hat_connectivity_link/1.2/html/installing_on_openshift_container_platform/configure-redis_connectivity-link">Red Hat Connectivity Link - Configure Redis</a> - Official Red Hat documentation for production Redis setup</li>
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<li><a href="https://docs.redhat.com/en/documentation/red_hat_connectivity_link/1.2/html/installing_on_openshift_container_platform/rhcl-install-on-ocp#configure-redis_installing-rhcl-on-ocp">Red Hat Connectivity Link - Configure Redis</a> - Official Red Hat documentation for production Redis setup</li>
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<span class="md-icon" title="Last update">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
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</span>
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<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date" title="February 24, 2026 13:12:09 UTC">February 24, 2026</span>
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<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date" title="March 5, 2026 01:05:39 UTC">March 5, 2026</span>
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dev/advanced-administration/observability/index.html

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</ul>
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<h3 id="setting-up-persistent-metrics">Setting Up Persistent Metrics</h3>
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<p>To enable persistent metric counts, refer to the detailed guide:</p>
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<p><strong><a href="https://docs.redhat.com/en/documentation/red_hat_connectivity_link/1.2/html/installing_on_openshift_container_platform/configure-redis_connectivity-link">Configuring Redis storage for rate limiting</a></strong></p>
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<p><strong><a href="https://docs.redhat.com/en/documentation/red_hat_connectivity_link/1.2/html/installing_on_openshift_container_platform/rhcl-install-on-ocp#configure-redis_installing-rhcl-on-ocp">Configuring Redis storage for rate limiting</a></strong></p>
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<p>This Red Hat documentation provides:</p>
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<li>Step-by-step Redis configuration for OpenShift</li>
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<span class="md-icon" title="Last update">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
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<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date" title="February 24, 2026 13:12:09 UTC">February 24, 2026</span>
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<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date" title="March 5, 2026 01:05:39 UTC">March 5, 2026</span>
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dev/configuration-and-management/model-listing-flow/index.html

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<p>The controller reconciles the MaaSModelRef and sets <code>status.endpoint</code> and <code>status.phase</code>. The MaaS API (in the same namespace) will then include this model in GET /v1/models when it lists MaaSModelRef CRs.</p>
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</li>
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<p>You can use the <a href="../../samples/maas-system/README.md">maas-system samples</a> as a template; the install script deploys LLMInferenceService + MaaSModelRef + MaaSAuthPolicy + MaaSSubscription together so dependencies resolve correctly.</p>
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<p>You can use the <a href="https://github.com/opendatahub-io/models-as-a-service/blob/main/docs/samples/maas-system/">maas-system samples</a> as a template; the install script deploys LLMInferenceService + MaaSModelRef + MaaSAuthPolicy + MaaSSubscription together so dependencies resolve correctly.</p>
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<h2 id="related-documentation">Related documentation</h2>
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
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dev/sitemap.xml

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<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
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<loc>https://opendatahub-io.github.io/models-as-a-service/dev/</loc>
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