add production container

City-of-Helsinki / mlops-template

Generic repository template for small scale MLOps

Apache License 2.0

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Closed nakytoe closed 1 year ago

nakytoe commented 2 years ago

a production container does not require development tools

should:

fetch model from model repository (separate repo for trained models, acts as 'model store')
launch & operate model API
log
be lightweight, only contain relevant dependencies & files

nakytoe commented 1 year ago

going with single container solution to avoid differences in environments