Summary

In this chapter, we explored the latest trend around GenAI and how it is changing the ways businesses think about solving their use cases. We went through a range of possible use cases that each industry can solve using GenAI. We also looked at how FMs and LLMs are the core drivers for achieving GenAI outcomes.

We then pivoted toward how AWS helps organizations use GenAI for their use cases. Amazon Bedrock is a service that simplifies building and deploying GenAI applications using FMs in AWS. Purpose-built accelerators, such as AWS Trainum, are used for cost-effectively training LLMs, and AWS Inferentia and Inferentia2 are used to achieve best-in-class price performance to draw inferences from the FM models. Dedicated GenAI applications such as Amazon CodeWhisperer can help boost the productivity of the development team by auto-generating code. AWS also provides the flexibility to search for and choose from many of the FMs available in the market by using SageMaker JumpStart...