In the era of AI commoditization, developers will inevitably face requests to incorporate AI into existing applications.

We'll explore a pragmatic approach to AI integration, utilizing technologies such as SpringAI, Ollama for local development, and AWS Bedrock for deployment, with Testcontainers ensuring robust testing.

You'll learn the core AI concepts you'll need to know as an app developer and how to work with various tools to be productive in development and ready for production. We will cover the techniques for contextualizing and limiting interactions and using structured inputs and outputs.
On the production side you'll learn the fundamental aspects to Machine Learning Operations and how these relate to DevOps.