From ddc27ad4fde3b4459c0d25879de577def6716c9a Mon Sep 17 00:00:00 2001 From: Steve Guo <44340365+Haivilo@users.noreply.github.com> Date: Mon, 26 Jun 2023 15:20:08 -0400 Subject: [PATCH] Update README.md Update deploying a bento --- README.md | 29 ++++++++++++++++++++++++++--- 1 file changed, 26 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 825af7d..f3bed7b 100644 --- a/README.md +++ b/README.md @@ -68,9 +68,32 @@ To send requests in Python, one can use ``bentoml.client.Client`` to send reques ### Swagger UI You can use Swagger UI to quickly explore the available endpoints of any BentoML service. -## 🚀 Bringing it to Production 🚀 -BentoML offers a number of options for deploying and hosting online ML services into production, learn more at [Deploying Bento Docs](https://docs.bentoml.org/en/latest/concepts/deploy.html). +## 🚀 Deploying to Production 🚀 +Effortlessly transition your project into a production-ready application using [BentoCloud](https://www.bentoml.com/bento-cloud/), the production-ready platform for managing and deploying machine learning models. + +Start by creating a BentoCloud account. Once you've signed up, log in to your BentoCloud account using the command: + +```bash +bentoml cloud login --api-token --endpoint +``` +> Note: Replace `` and `` with your specific API token and the BentoCloud endpoint respectively. + +Next, build your BentoML service using the `build` command: + +```bash +bentoml build +``` + +Then, push your freshly-built Bento service to BentoCloud using the `push` command: + +```bash +bentoml push +``` + +Lastly, deploy this application to BentoCloud with a single `bentoml deployment create` command following the [deployment instructions](https://docs.bentoml.org/en/latest/reference/cli.html#bentoml-deployment-create). + +BentoML offers a number of options for deploying and hosting online ML services into production, learn more at [Deploying a Bento](https://docs.bentoml.org/en/latest/concepts/deploy.html). ## 👥 Community 👥 BentoML has a thriving open source community where thousands of ML/AI practitioners are -contributing to the project, helping other users and discussing the future of AI. 👉 [Pop into our Slack community!](https://l.bentoml.com/join-slack) \ No newline at end of file +contributing to the project, helping other users and discussing the future of AI. 👉 [Pop into our Slack community!](https://l.bentoml.com/join-slack)