claude

bentoml-deploy

Agent skills for creating BentoML projects, containerizing them, and deploying them to Kubernetes or EC2 with a fully open-source stack

8,940 on GitHubby BentoML TeamApache-2.0updated 15 days ago
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Plugin bentoml-deploy from marketplace bentoml in bentoml/BentoML. Commands read from the repo's manifest — 12 days ago.

What it installs

Skills (5)

  • bentoml-containerize

    Build a local BentoML project into a Bento, containerize it into an OCI/Docker image, smoke-test it locally, and push it to a container registry (Docker Hub, GHCR, ECR, private registry, kind/minikube local load, or ttl.sh). Use when the user asks to "containerize a Bento", "build a Docker image for

  • bentoml-create-bento

    Create a BentoML project: the `service.py` whose typed `@bentoml.api` methods become an HTTP API, plus its runtime image and a built Bento. Writes one from scratch, or converts existing code — a script, a notebook, a FastAPI/Flask app, an MLflow model, a BentoML 1.1 Runner project. Use for "create a

  • bentoml-deploy-scriptgen

    Generate a standalone, committable production deploy-script bundle (deploy/deploy.py + one config.yml — overrides only — from which the Kubernetes manifests are rendered) that builds, containerizes, pushes, deploys, and verifies a BentoML service without any agent involved — runnable from a terminal

  • bentoml-ec2-deploy

    Deploy a containerized BentoML service directly onto one or more plain AWS EC2 instances with Docker — no Kubernetes. Takes a pushed container image (built by the bentoml-containerize skill), either uses the user's existing instances over SSH or provisions a new instance via the AWS CLI (SSM AMI loo

  • bentoml-k8s-deploy

    Deploy a containerized BentoML service to a vanilla Kubernetes cluster using plain kubectl manifests (no Helm, no operators, no BentoCloud/Yatai). Takes a pushed container image (from the bentoml-containerize skill), discovers the bento's service topology, writes one `config.yml` for the deployment,

View source on GitHub bentoml.com

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