Package Software and Models¶
[Task of Application Engineering]
Purpose¶
Provide a software package that is ready to be deployed.
Description¶
Creates a self-contained software package that can be deployed to a server. Self-contained means the resulting package contains the actual software and all its dependencies and models.
Steps¶
Select models (embeddings and vectorizers) you want to deploy
Add models to dockerfile
Build the package with “docker build” (installs all dependencies inside the Docker Image)
Alternatively invoke the Git CI/CD pipeline