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group-hover:brightness-100 group-hover:ring-0 ring-1 ring-gray-950/5 dark:ring-gray-700/40"><svg class="h-4 w-4 secondary-opacity group-hover:fill-primary-dark group-hover:bg-white bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/duotone/hexagon.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg></div>Pods</a></li><li class="list-none"><a class="pl-4 group flex items-center lg:text-sm lg:leading-6 mb-5 sm:mb-4 font-medium text-gray-600 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" href="/plots/overview"><div class="mr-4 rounded-md p-1 group-hover:bg-primary zinc-box group-hover:brightness-100 group-hover:ring-0 ring-1 ring-gray-950/5 dark:ring-gray-700/40"><svg class="h-4 w-4 secondary-opacity group-hover:fill-primary-dark group-hover:bg-white bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/duotone/chart-scatter-bubble.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg></div>Plots</a></li><li class="list-none"><a class="pl-4 group flex items-center lg:text-sm lg:leading-6 mb-5 sm:mb-4 font-medium text-gray-600 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" href="/admin/overview"><div class="mr-4 rounded-md p-1 group-hover:bg-primary zinc-box group-hover:brightness-100 group-hover:ring-0 ring-1 ring-gray-950/5 dark:ring-gray-700/40"><svg class="h-4 w-4 secondary-opacity group-hover:fill-primary-dark group-hover:bg-white bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/duotone/screen-users.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg></div>Administration</a></li><li class="list-none"><a class="pl-4 group flex items-center lg:text-sm lg:leading-6 mb-5 sm:mb-4 font-medium text-gray-600 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" href="/resources/faq"><div class="mr-4 rounded-md p-1 group-hover:bg-primary zinc-box group-hover:brightness-100 group-hover:ring-0 ring-1 ring-gray-950/5 dark:ring-gray-700/40"><svg class="h-4 w-4 secondary-opacity group-hover:fill-primary-dark group-hover:bg-white bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/duotone/clipboard-question.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg></div>Resources</a></li><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Overview</h5><ul><li id="/workflows/overview" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg bg-primary/10 text-primary font-semibold dark:text-primary-light dark:bg-primary-light/10" style="padding-left:1rem" href="/workflows/overview"><svg class="h-4 w-4 bg-primary dark:bg-primary-light" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/magnifying-glass.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Workflows & SDK</div></div></a></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Workflows</h5><ul><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><div>Verified Workflows</div><svg width="3" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li><li id="/workflows/csv-import" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/csv-import"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/file-import.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>CSV Parameter Import</div></div></a></li><li id="/workflows/resource-monitoring" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/resource-monitoring"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/memory.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Resource Monitoring</div></div></a></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Python SDK</h5><ul><li id="/workflows/sdk/getting-started/quick-start" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/getting-started/quick-start"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/play.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Quick Start</div></div></a></li><li id="/workflows/sdk/getting-started/authorizing-your-own-workflow" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/getting-started/authorizing-your-own-workflow"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/duotone/arrow-progress.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Authoring your Own Workflow</div></div></a></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><div>Workflow Concepts</div><svg width="3" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><div>Testing and Debugging a Workflow</div><svg width="3" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Nextflow</h5><ul><li id="/workflows/sdk/nextflow/overview" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/nextflow/overview"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/magnifying-glass.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Overview</div></div></a></li><li id="/workflows/sdk/nextflow/tutorial" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/nextflow/tutorial"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/book.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Tutorial</div></div></a></li><li id="/workflows/sdk/nextflow/profiles" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/nextflow/profiles"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/user.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Execution Profiles</div></div></a></li><li id="/workflows/sdk/nextflow/caching" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/nextflow/caching"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/window-restore.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Caching and Resuming</div></div></a></li><li id="/workflows/sdk/nextflow/registries" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/nextflow/registries"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/lock.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Private Registries</div></div></a></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><div>Customizing Your Interface</div><svg width="3" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li><li id="/workflows/sdk/nextflow/dependencies" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/nextflow/dependencies"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/arrow-progress.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Dependencies</div></div></a></li><li id="/workflows/sdk/nextflow/gpus" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/nextflow/gpus"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/microchip.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Using GPU Accelerators</div></div></a></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Snakemake</h5><ul><li id="/workflows/sdk/snakemake/quickstart" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/snakemake/quickstart"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/play.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Quick Start</div></div></a></li><li id="/workflows/sdk/snakemake/cloud" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/snakemake/cloud"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/cloud.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Snakemake Workflow Cloud Compatibility</div></div></a></li><li><div class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem"><div>Advanced Configuration</div><svg width="3" height="24" viewBox="0 -9 3 24" class="transition-transform text-gray-400 overflow-visible group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400"><path d="M0 0L3 3L0 6" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round"></path></svg></div></li><li id="/workflows/sdk/snakemake/tutorial" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/snakemake/tutorial"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/book.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Tutorial</div></div></a></li><li id="/workflows/sdk/snakemake/debugging" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/snakemake/debugging"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/bug-slash.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Debugging Snakemake</div></div></a></li><li id="/workflows/sdk/snakemake/troubleshooting" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/snakemake/troubleshooting"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/bugs.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Troubleshooting</div></div></a></li><li id="/workflows/sdk/snakemake/backend" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/snakemake/backend"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/archway.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Architecture Overview</div></div></a></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Automation</h5><ul><li id="/workflows/sdk/automation/overview" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/automation/overview"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/robot.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Workflows Automations</div></div></a></li><li id="/workflows/sdk/automation/example-data-addition" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/automation/example-data-addition"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/table.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Example Data Addition Trigger</div></div></a></li><li id="/workflows/sdk/automation/example-interval" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 rounded-lg hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/workflows/sdk/automation/example-interval"><svg class="h-4 w-4 bg-gray-400 dark:bg-gray-500" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/alarm-snooze.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center"></svg><div class="flex-1 flex items-center space-x-2.5"><div>Example Interval Trigger</div></div></a></li></ul></div></div></div></div></div><div class="" id="content-container"><div class="flex flex-row gap-12 box-border w-full pt-40 lg:pt-10"><div class="relative grow box-border flex-col w-full mx-auto px-1 lg:pl-[23.7rem] lg:-ml-12 xl:w-[calc(100%-28rem)]" id="content-area"><header id="header" class="relative"><div class="mt-0.5 space-y-2.5"><div class="eyebrow h-5 text-primary dark:text-primary-light text-sm font-semibold">Overview</div><div class="flex items-center"><h1 class="inline-block text-2xl sm:text-3xl font-extrabold text-gray-900 tracking-tight dark:text-gray-200">What are Latch Workflows?</h1></div></div><div class="mt-2 text-lg prose prose-gray dark:prose-invert"><p>Latch’s Workflow Manager comes with out-of-the-box community workflows and a Python SDK that allows uploading of custom workflows.</p></div></header><div class="flex flex-col gap-8"><div class="flex flex-col gap-6 xl:hidden [&:not(:empty)]:mt-8"></div></div><div class="relative mt-8 prose prose-gray dark:prose-invert"><video autoplay="" muted="" loop="" playsinline="" class="w-full aspect-video" class="rounded-md"><source src="https://mintlify.s3-us-west-1.amazonaws.com/latchbio/images/workflows/workflows-wiki-overview.mp4" type="video/mp4"/><source src="https://mintlify.s3-us-west-1.amazonaws.com/latchbio/images/workflows/workflows-wiki-overview.webm" type="video/webm"/></video> <div class="not-prose grid gap-x-4 sm:grid-cols-2"><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/workflows/overview#bring-your-own-workflow"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg class="h-6 w-6 bg-primary dark:bg-primary-light" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/square-terminal.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;background-color:CB7638"></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">For Developers</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Define serverless bioinformatics workflows using plain Python & deploy associated no-code interfaces with single command.</p></div></div></div></a><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/workflows/overview#out-of-the-box-verified-workflows"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg class="h-6 w-6 bg-primary dark:bg-primary-light" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/square-virus.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;background-color:DF5971"></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">For Biologists</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Access our suite of pre-built, optimized workflows designed to address common bioinformatics challenges.</p></div></div></div></a></div> <h2 class="flex whitespace-pre-wrap group" id="bring-your-own-workflow"><div class="absolute"><a href="#bring-your-own-workflow" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">Bring your own workflow</span></h2> <p>Latch providers a robust development toolkit that allows developers to upload an existing pipeline written in Snakemake, Nextflow, or Python.</p> <p>Key benefits of the Latch SDK:</p> <ul> <li><strong>Instant no-code interfaces</strong> for <strong>accessibility and publication</strong>.</li> <li><strong>Containerization and versioning</strong> of <strong>every registered change</strong>.</li> <li><strong>Reliable and scalable</strong> managed cloud infrastructure.</li> <li><strong>Automatically run workflows</strong> on top of folders in Latch Data.</li> </ul> <h3 class="flex whitespace-pre-wrap group" id="get-started-with-the-latch-sdk"><div class="absolute"><a href="#get-started-with-the-latch-sdk" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">Get Started with the Latch SDK</span></h3> <div class="not-prose grid gap-x-4 sm:grid-cols-3"><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/workflows/sdk/getting-started/quick-start"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg class="h-6 w-6 bg-primary dark:bg-primary-light" style="-webkit-mask-image:url(https://mintlify.b-cdn.net/v6.6.0/solid/rectangle-code.svg);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;background-color:4B7AF9"></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">Create a new workflow with our Python SDK</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>The fastest way to get started-ideal for those with ad-hoc scripts to create a workflow.</p></div></div></div></a><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/workflows/sdk/nextflow/overview"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M7.85976 11.6234C7.66215 8.48947 5.14343 5.97456 2 5.76664V2.10974C7.17371 2.32401 11.3267 6.46818 11.5307 11.6234H7.85976ZM2 18.2936C5.14661 18.0968 7.67171 15.5883 7.88048 12.4575H11.5522C11.3371 17.6104 7.1761 21.7466 2 21.9497V18.2936ZM16.0399 11.602C16.2487 8.47122 18.7738 5.96265 21.9204 5.76584V2.10974C16.7443 2.3129 12.5833 6.44913 12.3682 11.602H16.0399ZM16.0606 12.4362C16.2583 15.57 18.777 18.085 21.9204 18.2929V21.9498C16.7467 21.7355 12.5937 17.5913 12.3897 12.4362H16.0606Z" fill="#0DC09D"></path></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">Upload a Nextflow pipeline</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Create GUIs from Nextflow projects with minimal added boilerplate & code.</p></div></div></div></a><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/workflows/sdk/snakemake/quickstart"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.2821 3.01276C16.7442 3.02481 18.0161 3.5088 19.0978 4.46471C19.6801 4.97996 20.1393 5.58258 20.4752 6.27259C20.6116 6.55356 20.6673 6.81495 20.6425 7.05675C20.5957 7.50495 20.3814 7.82284 19.9995 8.01041C19.7863 8.11436 19.4391 8.16633 18.9577 8.16633H8.75681C6.90449 8.37575 5.6902 9.31019 5.11394 10.9697C5.01978 11.2416 4.96894 11.564 4.9614 11.9369C4.95462 12.2683 4.9486 12.5975 4.94332 12.9244C4.94106 13.0721 4.8872 13.0943 4.78174 12.9911C3.66689 11.8973 3.07519 10.6088 3.00664 9.12564C2.97123 8.36558 3.07745 7.62435 3.32528 6.90195C3.7554 5.64699 4.54182 4.64889 5.68455 3.90766C6.58548 3.32387 7.61898 3.0267 8.78506 3.01615C10.9507 2.99581 13.1164 2.99468 15.2821 3.01276ZM17.1453 5.23645C17.1453 5.04825 17.0706 4.86776 16.9375 4.73469C16.8044 4.60162 16.6239 4.52686 16.4358 4.52686C16.2476 4.52686 16.0671 4.60162 15.934 4.73469C15.8009 4.86776 15.7262 5.04825 15.7262 5.23645C15.7262 5.42464 15.8009 5.60513 15.934 5.7382C16.0671 5.87128 16.2476 5.94604 16.4358 5.94604C16.6239 5.94604 16.8044 5.87128 16.9375 5.7382C17.0706 5.60513 17.1453 5.42464 17.1453 5.23645ZM9.039 9.43857L14.6039 9.43744C15.1244 9.42463 15.6419 9.45552 16.1564 9.53009C17.3368 9.70033 18.3567 10.1941 19.2162 11.0114C20.1141 11.8641 20.6723 12.9033 20.8907 14.1289C21.2312 16.0399 20.7759 17.7175 19.5247 19.1615C19.4403 19.2587 19.3405 19.3397 19.2252 19.4045C19.207 19.4146 19.1866 19.4201 19.1658 19.4206C19.145 19.421 19.1244 19.4163 19.1058 19.407C19.0872 19.3976 19.0711 19.3839 19.0591 19.3669C19.047 19.3499 19.0393 19.3302 19.0365 19.3096C19.0177 19.1566 19.0162 19.0022 19.032 18.8463C19.0531 18.6346 19.0599 18.4817 19.0524 18.3875C18.8964 16.5443 17.9292 15.3334 16.1507 14.7549C15.8148 14.6456 15.4121 14.5929 14.9428 14.5967C10.7674 14.6298 8.58289 14.6238 8.38929 14.5786C7.25787 14.3149 6.56673 13.7093 6.31589 12.7617C6.10949 11.982 6.21608 11.2608 6.63566 10.5979C7.12454 9.825 7.92565 9.43857 9.039 9.43857ZM17.3715 17.062C16.8209 16.1912 15.9478 15.7942 14.7524 15.871C11.4462 15.8341 8.1397 15.8349 4.8328 15.8733C4.51717 15.8771 4.26143 15.926 4.06558 16.0202C3.3251 16.3757 3.15863 16.9851 3.56615 17.8484C4.11906 19.0183 4.99362 19.8932 6.18983 20.4732C6.49868 20.6224 6.80978 20.7346 7.12315 20.8099C7.44555 20.8875 7.77361 20.9365 8.10731 20.9568C8.87867 21.0043 9.65078 21.0344 10.4236 21.0472C11.1347 21.0585 12.5882 21.0517 14.784 21.0269C15.4002 21.0201 15.8405 20.9715 16.1049 20.8811C16.5538 20.7274 16.9271 20.4604 17.2246 20.08C17.5825 19.6205 17.7704 19.1109 17.7885 18.5512C17.8058 18.0262 17.6668 17.5298 17.3715 17.062Z" fill="#039475"></path></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">Upload a Snakemake pipeline</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Integrate your existing Snakemake pipelines with Latch, and easily create a GUI.</p></div></div></div></a></div> <h2 class="flex whitespace-pre-wrap group" id="out-of-the-box-verified-workflows"><div class="absolute"><a href="#out-of-the-box-verified-workflows" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">Out-of-the-box Verified Workflows</span></h2> <p>Latch offers ready-to-use Verified <button data-state="closed"><span class="underline decoration-dotted decoration-2 underline-offset-4 decoration-gray-400 dark:decoration-gray-500">Workflows</span></button> for a variety of common assays, including bulk RNA-seq, scRNA-seq, AlphaFold, ColabFold, and more.</p> <p>These Verified Workflows are developed using the Latch Python SDK by Latch engineers and have been used by top 10 pharmaceutical companies and hundreds of biotech firms to enhance their research and discovery efforts.</p> <p>Examples of Latch Verified Workflows:</p> <div class="not-prose grid gap-x-4 sm:grid-cols-3"><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/workflows/bulk-rna-seq"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.7433 2.66893C16.1128 2.2584 16.0795 1.62611 15.6689 1.25668C15.2584 0.887241 14.6261 0.920555 14.2567 1.33109C12.3062 3.49856 11.516 5.68827 11.2033 7.84985C11.1242 8.39645 11.5033 8.90365 12.0499 8.98271C12.4718 9.04374 12.8702 8.83183 13.0664 8.4806L13.2929 8.70711C13.6834 9.09763 14.3166 9.09763 14.7071 8.70711C15.0976 8.31658 15.0976 7.68342 14.7071 7.29289L13.7071 6.29289C13.6817 6.26746 13.6552 6.24369 13.6279 6.22158C13.7974 5.71485 14.0132 5.20898 14.2886 4.7028L16.2929 6.70711C16.6834 7.09763 17.3166 7.09763 17.7071 6.70711C18.0976 6.31658 18.0976 5.68342 17.7071 5.29289L15.437 3.02275C15.5351 2.9049 15.6371 2.78697 15.7433 2.66893ZM22.7433 8.33106C23.1128 8.74158 23.0795 9.37387 22.669 9.74332C19.0499 13.0003 15.3804 13.0001 12.0619 13L12 13C10.7696 13 9.58797 13.0028 8.43455 13.1435C8.57049 13.5004 8.49468 13.9195 8.20711 14.2071C7.81659 14.5976 7.18342 14.5976 6.7929 14.2071L6.21542 13.6296C5.70875 13.7993 5.20506 14.0148 4.70249 14.2883L4.70711 14.2929C5.09764 14.6834 5.09764 15.3166 4.70711 15.7071C4.31659 16.0976 3.68343 16.0976 3.2929 15.7071L3.02272 15.4369C2.90486 15.5351 2.78695 15.6371 2.66895 15.7433C2.25844 16.1128 1.62615 16.0795 1.2567 15.669C0.887249 15.2584 0.920543 14.6261 1.33106 14.2567C4.95008 10.9997 8.61965 10.9999 11.9381 11L12 11C13.2304 11 14.412 10.9972 15.5655 10.8565C15.4295 10.4996 15.5053 10.0805 15.7929 9.79289C16.1834 9.40237 16.8166 9.40237 17.2071 9.79289L17.7846 10.3704C18.2913 10.2007 18.795 9.98524 19.2975 9.71174L19.2929 9.70711C18.9024 9.31658 18.9024 8.68342 19.2929 8.29289C19.6834 7.90237 20.3166 7.90237 20.7071 8.29289L20.9773 8.56308C21.0952 8.46496 21.2131 8.36288 21.3311 8.2567C21.7416 7.88725 22.3739 7.92054 22.7433 8.33106ZM11.9502 15.0173C12.4968 15.0964 12.8758 15.6036 12.7967 16.1502C12.484 18.3117 11.6938 20.5014 9.74334 22.6689C9.3739 23.0795 8.74162 23.1128 8.33109 22.7433C7.92055 22.3739 7.88724 21.7416 8.25668 21.3311C8.3629 21.213 8.46497 21.0951 8.56305 20.9773L6.2929 18.7071C5.90238 18.3166 5.90238 17.6834 6.2929 17.2929C6.68342 16.9024 7.31659 16.9024 7.70711 17.2929L9.71142 19.2972C9.98574 18.793 10.201 18.2891 10.3702 17.7844L9.2929 16.7071C8.90238 16.3166 8.90238 15.6834 9.2929 15.2929C9.68342 14.9024 10.3166 14.9024 10.7071 15.2929L10.9336 15.5194C11.1298 15.1682 11.5282 14.9563 11.9502 15.0173ZM2.50001 5C2.50001 3.34315 3.84315 2 5.50001 2H9.50001C10.0523 2 10.5 2.44772 10.5 3C10.5 3.55228 10.0523 4 9.50001 4H5.50001C4.94772 4 4.50001 4.44772 4.50001 5V9.5C4.50001 10.0523 4.05229 10.5 3.50001 10.5C2.94772 10.5 2.50001 10.0523 2.50001 9.5V5ZM19 22C20.6569 22 22 20.6569 22 19V14.5C22 13.9477 21.5523 13.5 21 13.5C20.4477 13.5 20 13.9477 20 14.5V19C20 19.5523 19.5523 20 19 20H14.5C13.9477 20 13.5 20.4477 13.5 21C13.5 21.5523 13.9477 22 14.5 22H19Z" fill="#4B7AF9"></path></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">Bulk RNA-seq</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Perform alignment and quantification on Bulk RNA-Sequencing reads.</p></div></div></div></a><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/workflows/bulk-rna-seq#deseq2-quantification"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M23 12.5C23 16.6421 19.6421 20 15.5 20C11.3579 20 8 16.6421 8 12.5C8 8.35786 11.3579 5 15.5 5C19.6421 5 23 8.35786 23 12.5ZM15.5 18C18.5376 18 21 15.5376 21 12.5C21 9.46243 18.5376 7 15.5 7C12.4624 7 10 9.46243 10 12.5C10 15.5376 12.4624 18 15.5 18Z" fill="#55AC58"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M8.5 20C8.50283 20 8.50566 20 8.50849 20ZM8.50849 20L8.56347 19.9997C9.11574 19.9951 9.55972 19.5437 9.55513 18.9915C9.55054 18.4392 9.09912 17.9952 8.54685 17.9998L8.5 18L8.45315 17.9998C7.90088 17.9952 7.44946 18.4392 7.44487 18.9915C7.44028 19.5437 7.88426 19.9951 8.43653 19.9997L8.49151 20M6.16688 18.6509C5.89435 19.1312 5.28401 19.2997 4.80365 19.0272C4.7669 19.0063 4.73035 18.9852 4.69399 18.9637C4.21831 18.6831 4.06018 18.07 4.3408 17.5943C4.62142 17.1186 5.23452 16.9605 5.7102 17.2411C5.73685 17.2569 5.76365 17.2724 5.79059 17.2876C6.27095 17.5602 6.43942 18.1705 6.16688 18.6509ZM3.40567 16.6592C2.92999 16.9398 2.31689 16.7817 2.03627 16.306C2.01483 16.2696 1.99367 16.2331 1.97283 16.1963C1.70029 15.716 1.86876 15.1057 2.34912 14.8331C2.82948 14.5606 3.43982 14.7291 3.71235 15.2094C3.72764 15.2363 3.74314 15.2631 3.75887 15.2898C4.03948 15.7655 3.88135 16.3786 3.40567 16.6592ZM2.00854 13.5551C1.45628 13.5597 1.00485 13.1157 1.00026 12.5635L1.00004 12.5085C1.00001 12.5057 1 12.5028 1 12.5C1 12.4972 1.00001 12.4943 1.00004 12.4915L1.00026 12.4365C1.00485 11.8843 1.45628 11.4403 2.00854 11.4449C2.56081 11.4495 3.00479 11.9009 3.00019 12.4531L3 12.5L3.00019 12.5468C3.00479 13.0991 2.56081 13.5505 2.00854 13.5551ZM2.34912 10.1669C1.86877 9.89435 1.70029 9.28401 1.97283 8.80365C1.99368 8.7669 2.01483 8.73035 2.03627 8.69399C2.31689 8.21831 2.92999 8.06018 3.40567 8.3408C3.88135 8.62142 4.03948 9.23452 3.75887 9.7102C3.74314 9.73685 3.72764 9.76365 3.71235 9.79059C3.43982 10.2709 2.82948 10.4394 2.34912 10.1669ZM4.3408 7.40567C4.06018 6.92999 4.21831 6.31689 4.69399 6.03627C4.73035 6.01483 4.7669 5.99368 4.80365 5.97283C5.28401 5.70029 5.89435 5.86876 6.16688 6.34912C6.43942 6.82948 6.27095 7.43982 5.79059 7.71235C5.76365 7.72764 5.73685 7.74314 5.7102 7.75887C5.23452 8.03948 4.62142 7.88135 4.3408 7.40567ZM9.55513 6.00854C9.55054 6.56081 9.09912 7.00479 8.54685 7.0002L8.5 7L8.45315 7.0002C7.90089 7.00479 7.44946 6.56081 7.44487 6.00854C7.44028 5.45628 7.88426 5.00485 8.43653 5.00026L8.4915 5.00004C8.49433 5.00001 8.49716 5 8.5 5C8.50284 5 8.50567 5.00001 8.5085 5.00004L8.56348 5.00026C9.11574 5.00485 9.55972 5.45628 9.55513 6.00854Z" fill="#55AC58"></path><path fill-rule="evenodd" clip-rule="evenodd" d="M15.4227 15.3682C14.8304 16.7854 13.8169 17.9805 12.5392 18.7985L11.4608 17.1142C12.3996 16.5131 13.1436 15.6349 13.5773 14.597C13.8493 13.9462 14 13.2311 14 12.4782C14 11.7253 13.8493 11.0102 13.5773 10.3594C13.1436 9.32142 12.3996 8.44323 11.4608 7.84218L12.5392 6.15781C13.8169 6.97586 14.8304 8.17099 15.4227 9.5882C15.7949 10.4789 16 11.4559 16 12.4782C16 13.5005 15.7949 14.4774 15.4227 15.3682Z" fill="#55AC58"></path></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">DESeq2 (Differential Expression)</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Estimate variance-mean dependence in count data from high-throughput sequencing assays.</p></div></div></div></a><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/workflows/bulk-rna-seq#pathway-analysis"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M15.7433 2.66893C16.1128 2.2584 16.0795 1.62611 15.6689 1.25668C15.2584 0.887241 14.6261 0.920555 14.2567 1.33109C12.3062 3.49856 11.516 5.68827 11.2033 7.84985C11.1242 8.39645 11.5033 8.90365 12.0499 8.98271C12.4718 9.04374 12.8702 8.83183 13.0664 8.4806L13.2929 8.70711C13.6834 9.09763 14.3166 9.09763 14.7071 8.70711C15.0976 8.31658 15.0976 7.68342 14.7071 7.29289L13.7071 6.29289C13.6817 6.26746 13.6552 6.24369 13.6279 6.22158C13.7974 5.71485 14.0132 5.20898 14.2886 4.7028L16.2929 6.70711C16.6834 7.09763 17.3166 7.09763 17.7071 6.70711C18.0976 6.31658 18.0976 5.68342 17.7071 5.29289L15.437 3.02275C15.5351 2.9049 15.6371 2.78697 15.7433 2.66893ZM22.7433 8.33106C23.1128 8.74158 23.0795 9.37387 22.669 9.74332C19.0499 13.0003 15.3804 13.0001 12.0619 13L12 13C10.7696 13 9.58797 13.0028 8.43455 13.1435C8.57049 13.5004 8.49468 13.9195 8.20711 14.2071C7.81659 14.5976 7.18342 14.5976 6.7929 14.2071L6.21542 13.6296C5.70875 13.7993 5.20506 14.0148 4.70249 14.2883L4.70711 14.2929C5.09764 14.6834 5.09764 15.3166 4.70711 15.7071C4.31659 16.0976 3.68343 16.0976 3.2929 15.7071L3.02272 15.4369C2.90486 15.5351 2.78695 15.6371 2.66895 15.7433C2.25844 16.1128 1.62615 16.0795 1.2567 15.669C0.887249 15.2584 0.920543 14.6261 1.33106 14.2567C4.95008 10.9997 8.61965 10.9999 11.9381 11L12 11C13.2304 11 14.412 10.9972 15.5655 10.8565C15.4295 10.4996 15.5053 10.0805 15.7929 9.79289C16.1834 9.40237 16.8166 9.40237 17.2071 9.79289L17.7846 10.3704C18.2913 10.2007 18.795 9.98524 19.2975 9.71174L19.2929 9.70711C18.9024 9.31658 18.9024 8.68342 19.2929 8.29289C19.6834 7.90237 20.3166 7.90237 20.7071 8.29289L20.9773 8.56308C21.0952 8.46496 21.2131 8.36288 21.3311 8.2567C21.7416 7.88725 22.3739 7.92054 22.7433 8.33106ZM11.9502 15.0173C12.4968 15.0964 12.8758 15.6036 12.7967 16.1502C12.484 18.3117 11.6938 20.5014 9.74334 22.6689C9.3739 23.0795 8.74162 23.1128 8.33109 22.7433C7.92055 22.3739 7.88724 21.7416 8.25668 21.3311C8.3629 21.213 8.46497 21.0951 8.56305 20.9773L6.2929 18.7071C5.90238 18.3166 5.90238 17.6834 6.2929 17.2929C6.68342 16.9024 7.31659 16.9024 7.70711 17.2929L9.71142 19.2972C9.98574 18.793 10.201 18.2891 10.3702 17.7844L9.2929 16.7071C8.90238 16.3166 8.90238 15.6834 9.2929 15.2929C9.68342 14.9024 10.3166 14.9024 10.7071 15.2929L10.9336 15.5194C11.1298 15.1682 11.5282 14.9563 11.9502 15.0173ZM2.50001 5C2.50001 3.34315 3.84315 2 5.50001 2H9.50001C10.0523 2 10.5 2.44772 10.5 3C10.5 3.55228 10.0523 4 9.50001 4H5.50001C4.94772 4 4.50001 4.44772 4.50001 5V9.5C4.50001 10.0523 4.05229 10.5 3.50001 10.5C2.94772 10.5 2.50001 10.0523 2.50001 9.5V5ZM19 22C20.6569 22 22 20.6569 22 19V14.5C22 13.9477 21.5523 13.5 21 13.5C20.4477 13.5 20 13.9477 20 14.5V19C20 19.5523 19.5523 20 19 20H14.5C13.9477 20 13.5 20.4477 13.5 21C13.5 21.5523 13.9477 22 14.5 22H19Z" fill="#9063DA"></path></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">Pathway Enrichment Analysis</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Use differential expression contrast data to calculate the gene ontology and pathways for the most significant genes.</p></div></div></div></a><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" target="_blank" rel="noreferrer" href="https://console.latch.bio/workflows/87049/info"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M7 5C7 4.44772 6.55229 4 6 4C5.44771 4 5 4.44772 5 5C5 5.55228 5.44771 6 6 6C6.55229 6 7 5.55228 7 5ZM6 8C6.63277 8 7.21979 7.80409 7.7037 7.46962L10.5924 9.39731C10.2127 10.1846 10 11.0674 10 12C10 12.8191 10.1641 13.5999 10.4613 14.3112L9.54211 14.9115C8.851 14.342 7.96544 14 7 14C4.79086 14 3 15.7909 3 18C3 20.2091 4.79086 22 7 22C9.20914 22 11 20.2091 11 18C11 17.4807 10.901 16.9844 10.7209 16.5292L11.529 16.0014C12.6276 17.2281 14.2237 18 16 18C19.3137 18 22 15.3137 22 12C22 8.68629 19.3137 6 16 6C14.3389 6 12.8355 6.67498 11.7491 7.76563L8.87799 5.84965C8.95739 5.58026 9 5.29511 9 5C9 3.34315 7.65685 2 6 2C4.34315 2 3 3.34315 3 5C3 6.65685 4.34315 8 6 8ZM16 8C18.2091 8 20 9.79086 20 12C20 14.2091 18.2091 16 16 16C13.7909 16 12 14.2091 12 12C12 9.79086 13.7909 8 16 8ZM7 16C8.10457 16 9 16.8954 9 18C9 19.1046 8.10457 20 7 20C5.89543 20 5 19.1046 5 18C5 16.8954 5.89543 16 7 16Z" fill="#36A7A2"></path></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">AlphaFold</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Generate highly accurate protein structures predictions.</p></div></div></div></a><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" target="_blank" rel="noreferrer" href="https://console.latch.bio/workflows/84246/info"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M7 5C7 4.44772 6.55229 4 6 4C5.44771 4 5 4.44772 5 5C5 5.55228 5.44771 6 6 6C6.55229 6 7 5.55228 7 5ZM6 8C6.63277 8 7.21979 7.80409 7.7037 7.46962L10.5924 9.39731C10.2127 10.1846 10 11.0674 10 12C10 12.8191 10.1641 13.5999 10.4613 14.3112L9.54211 14.9115C8.851 14.342 7.96544 14 7 14C4.79086 14 3 15.7909 3 18C3 20.2091 4.79086 22 7 22C9.20914 22 11 20.2091 11 18C11 17.4807 10.901 16.9844 10.7209 16.5292L11.529 16.0014C12.6276 17.2281 14.2237 18 16 18C19.3137 18 22 15.3137 22 12C22 8.68629 19.3137 6 16 6C14.3389 6 12.8355 6.67498 11.7491 7.76563L8.87799 5.84965C8.95739 5.58026 9 5.29511 9 5C9 3.34315 7.65685 2 6 2C4.34315 2 3 3.34315 3 5C3 6.65685 4.34315 8 6 8ZM16 8C18.2091 8 20 9.79086 20 12C20 14.2091 18.2091 16 16 16C13.7909 16 12 14.2091 12 12C12 9.79086 13.7909 8 16 8ZM7 16C8.10457 16 9 16.8954 9 18C9 19.1046 8.10457 20 7 20C5.89543 20 5 19.1046 5 18C5 16.8954 5.89543 16 7 16Z" fill="#5D8EE9"></path></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">ColabFold</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>The ColabFold version of AlphaFold2 is optimized for extremely fast predictions on small proteins.</p></div></div></div></a><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" target="_blank" rel="noreferrer" href="https://console.latch.bio/workflows/62948/info"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M17.9889 8.22613C17.3816 7.67716 17.0001 6.88324 17.0001 6.00021C17.0001 4.34336 18.3432 3.00019 20.0001 3.00016C21.6571 3.00013 23.0003 4.34325 23.0003 6.00011C23.0003 7.65696 21.6572 9.00013 20.0003 9.00016C19.8973 9.00016 19.7956 8.99498 19.6953 8.98486L18.0116 14.7741C18.6189 15.3231 19.0005 16.1171 19.0005 17.0002C19.0005 18.657 17.6573 20.0002 16.0004 20.0002C14.3435 20.0003 13.0003 18.6571 13.0002 17.0003C13.0002 16.5162 13.1149 16.0589 13.3185 15.654L9.34642 10.6821C8.94159 10.8857 8.48432 11.0004 8.00027 11.0004C7.93542 11.0004 7.87106 10.9983 7.80723 10.9943L5.92522 16.6992C6.58249 17.2495 7.00049 18.0761 7.0005 19.0004C7.00053 20.6572 5.65736 22.0004 4.00044 22.0004C2.34353 22.0005 1.00031 20.6573 1.00028 19.0005C1.00025 17.3436 2.34342 16.0005 4.00034 16.0004C4.06503 16.0004 4.12925 16.0025 4.19293 16.0065L6.07505 10.3013C5.41797 9.75103 5.00012 8.92452 5.0001 8.00042C5.00008 6.34356 6.34325 5.0004 8.00016 5.00037C9.65708 5.00034 11.0003 6.34346 11.0003 8.00031C11.0003 8.48446 10.8857 8.94183 10.682 9.34672L14.654 14.3185C15.0589 14.1149 15.5162 14.0002 16.0003 14.0002C16.1032 14.0002 16.2048 14.0054 16.305 14.0155L17.9889 8.22613ZM20.0002 7.00016C19.4478 7.00017 19.0001 6.55239 19.0001 6.00018C19.0001 5.44796 19.4478 5.00017 20.0002 5.00016C20.5526 5.00015 21.0003 5.44793 21.0003 6.00014C21.0003 6.55235 20.5526 7.00015 20.0002 7.00016ZM15.0002 17.0002C15.0003 17.5525 15.448 18.0002 16.0004 18.0002C16.5528 18.0002 17.0005 17.5524 17.0005 17.0002C17.0005 16.448 16.5528 16.0002 16.0003 16.0002C15.4479 16.0002 15.0002 16.448 15.0002 17.0002ZM3.00028 19.0005C3.00029 19.5527 3.44799 20.0004 4.00041 20.0004C4.55283 20.0004 5.00051 19.5526 5.0005 19.0004C5.00049 18.4482 4.55279 18.0004 4.00037 18.0004C3.44796 18.0004 3.00027 18.4482 3.00028 19.0005ZM8.00023 9.00037C7.44782 9.00038 7.00011 8.5526 7.0001 8.00038C7.00009 7.44817 7.44778 7.00038 8.0002 7.00037C8.55262 7.00036 9.00032 7.44814 9.00033 8.00035C9.00034 8.55256 8.55265 9.00036 8.00023 9.00037Z" fill="#CB7638"></path></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">CRISPResso2</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Analysis of deep sequencing data for rapid and intuitive interpretation of genome editing experiments.</p></div></div></div></a></div> <h3 class="flex whitespace-pre-wrap group" id="the-anatomy-of-workflows"><div class="absolute"><a href="#the-anatomy-of-workflows" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header"><div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">The Anatomy of Workflows</span></h3> <p>With workflows, you can access community workflows, automate workflows, and execute workflows.</p>  </div><div class="leading-6 mt-14"><div class="pb-16 w-full"><div class="flex flex-col gap-y-4 xl:flex-col xl:gap-6 min-[1400px]:flex-row md:flex-row md:justify-end"><div class="flex flex-row gap-5 items-center grow justify-between md:justify-start xl:justify-between min-[1400px]:justify-start"><p class="text-sm text-gray-600 dark:text-gray-400">Was this page helpful?</p><div class="flex flex-row gap-3 items-center"><button class="px-[14px] py-2 flex flex-row gap-[10px] items-center border rounded-lg text-gray-600 dark:text-gray-400 hover:text-gray-700 dark:hover:text-gray-300 bg-white/50 border-gray-200 dark:border-gray-800 dark:bg-codeblock/50 hover:border-gray-400 hover:dark:border-gray-500"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 16 16" class="fill-current"><path d="M10.1187 1.08741C8.925 0.746789 7.67813 1.43741 7.3375 2.63116L7.15938 3.25616C7.04375 3.66241 6.83438 4.03741 6.55 4.34991L4.94688 6.11241C4.66875 6.41866 4.69062 6.89366 4.99687 7.17179C5.30312 7.44991 5.77813 7.42804 6.05625 7.12179L7.65938 5.35929C8.1 4.87491 8.42188 4.29679 8.6 3.66866L8.77812 3.04366C8.89062 2.64679 9.30625 2.41554 9.70625 2.52804C10.1063 2.64054 10.3344 3.05616 10.2219 3.45616L10.0437 4.08116C9.86562 4.70304 9.58437 5.29054 9.2125 5.81554C9.05 6.04366 9.03125 6.34366 9.15938 6.59366C9.2875 6.84366 9.54375 6.99991 9.825 6.99991H14C14.275 6.99991 14.5 7.22491 14.5 7.49991C14.5 7.71241 14.3656 7.89679 14.175 7.96866C13.9438 8.05616 13.7688 8.24992 13.7094 8.49054C13.65 8.73117 13.7125 8.98429 13.875 9.16866C13.9531 9.25616 14 9.37179 14 9.49991C14 9.74366 13.825 9.94679 13.5938 9.99054C13.3375 10.0405 13.1219 10.2187 13.0312 10.4624C12.9406 10.7062 12.9813 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d="M2.44434 12.6665H13.5554" stroke-linecap="round" stroke-linejoin="round"></path><path d="M2.44434 3.3335H13.5554" stroke-linecap="round" stroke-linejoin="round"></path><path d="M2.44434 8H7.33323" stroke-linecap="round" stroke-linejoin="round"></path></svg><span>On this page</span></div><ul><li><a href="#bring-your-own-workflow" class="py-1 block font-medium hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">Bring your own workflow</a></li><li style="margin-left:1rem"><a href="#get-started-with-the-latch-sdk" class="group flex items-start py-1 whitespace-pre-wrap text-gray-500 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">Get Started with the Latch SDK</a></li><li><a href="#out-of-the-box-verified-workflows" class="py-1 block font-medium hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">Out-of-the-box Verified Workflows</a></li><li style="margin-left:1rem"><a href="#the-anatomy-of-workflows" class="group flex items-start py-1 whitespace-pre-wrap text-gray-500 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300">The Anatomy of Workflows</a></li></ul></div></div></div></div></div></div></main></div><script id="__NEXT_DATA__" type="application/json">{"props":{"pageProps":{"mdxSource":{"compiledSource":"/*@jsxRuntime automatic @jsxImportSource react*/\nconst {Fragment: _Fragment, jsx: _jsx, jsxs: _jsxs} = arguments[0];\nconst {useMDXComponents: _provideComponents} = arguments[0];\nfunction _createMdxContent(props) {\n const _components = Object.assign({\n p: \"p\",\n ul: \"ul\",\n li: \"li\",\n strong: \"strong\",\n svg: \"svg\",\n path: \"path\"\n }, _provideComponents(), props.components), {CardGroup, Card, Heading, Tooltip, ZoomImage} = _components;\n if (!Card) _missingMdxReference(\"Card\", true);\n if (!CardGroup) _missingMdxReference(\"CardGroup\", true);\n if (!Heading) _missingMdxReference(\"Heading\", true);\n if (!Tooltip) _missingMdxReference(\"Tooltip\", true);\n if (!ZoomImage) 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