Building Generative AI prompt chaining workflows with human in the loop

This article describes how to build an application that generates responses to customer product reviews using Generative AI with human-in-the-loop approval. The key points are:

Specifically, the article covers:

• Prompt chaining to break down complex tasks for LLMs into smaller subtasks
• Incorporating human review for cases where the toxicity of content is uncertain
• Using AWS Step Functions to orchestrate prompt chaining and human review workflows
• Leveraging an event-driven architecture for extensibility and decoupling
• An example application that generates customer review responses