========== Deployment

Read how-to guides to create and manage your Deployments on BentoCloud.

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.. grid-item-card:: Create Deployments
    :link: create-deployments
    :link-type: doc

    Create a Bento Deployment on BentoCloud.

.. grid-item-card:: Configure Deployments
    :link: configure-deployments
    :link-type: doc

    Customize the configurations of your Deployment, such as scaling replicas, environment variables, and instance types.

.. grid-item-card:: Manage Deployments
    :link: manage-deployments
    :link-type: doc

    Manage the Deployment lifecycle using the BentoML CLI or API.

.. grid-item-card:: Call Deployment endpoints
    :link: call-deployment-endpoints
    :link-type: doc

    Run inference with Deployments.

.. grid-item-card:: Create canary Deployments
    :link: canary-deployments
    :link-type: doc

    Gradually roll out a new application version to a subset of users and monitor performance before wider release.

.. grid-item-card:: Sandboxes
    :link: sandboxes
    :link-type: doc

    Run AI-generated code in an isolated, scalable and secure environment.

.. grid-item-card:: Batch inference jobs
    :link: batch-inference-jobs
    :link-type: doc

    Run batch inference jobs with BentoML and BentoCloud.

.. grid-item-card:: Build CI/CD pipelines
    :link: ci-cd-pipelines
    :link-type: doc

    Build CI/CD pipelines to automate AI deployments on BentoCloud.

.. toctree:: :maxdepth: 1 :titlesonly: :hidden:

create-deployments
configure-deployments
manage-deployments
call-deployment-endpoints
canary-deployments
sandboxes
batch-inference-jobs
ci-cd-pipelines