BentoML

Hi Hoang, you will have to run `bentoml  build` and containerize again to package your new model version.

This process shouldn’t take a long time second time around since docker should already have your previous build step cache

<@U01BMCJ29LN> but how can i do it automatically?

Hi there, one solution is to create a CI pipeline to train your model and package it with bentoml.

&gt;  how can i do it automatically?
can you clarify what do you mean by this? I’m not sure if I understand your question fully

<@U01BMCJ29LN> Currently I am doing automatic weekly model training and build using bentoml. However, I don't know how to update the API continuously. Because every time build docker image, it will output :random tag

&gt; update the API continuously
Do you mean by updating the service definition? or updating the docker image tag?

```I am building API by building docker images and running it. I want to automate this (when there is a new model and build a new docker image, run again with the newly created image). Is there any way for this?```
