We can create a small python service that uses a Large Language Model (LLM) to detect if a message is spam or not. Using this service, we can tie it into our Rails application so that any comment created will be evaluated for being spam or not. We explore a few different routes on handling any messages flagged as spam.
Kamal is a great utility for deploying your application to a server. It can handle many different kinds of use cases. However, there is some disconnect on how to use it within a CI/CD pipeline. In this episode, we'll look at deploying a Rails 7.1 application with SQLite to a virtual machine using Kamal within GitHub Actions.