Transform one-on-one customer interactions: Build speech-capable order processing agents with AWS and generative AI

This article discusses how to build a speech-enabled AI order processing agent using Amazon Lex, Amazon Bedrock, and other AWS services. The key points covered are:

Specifically, the article covers:

• Creating a DynamoDB table for a customer database
• Engineering prompts using Amazon Bedrock to validate customer intent, validate requests, create order data structures, and summarize orders
• Creating a Lambda layer with the prompt templates
• Creating an Amazon Lex bot with three intents and no slots
• Creating a Lambda function to orchestrate the Amazon Lex bot and workflow
• Creating assisting Lambda functions to query DynamoDB and validate order attributes
• Testing the solution with example customer orders
• Conclusion on the benefits of using prompt engineering and generative AI for order processing agents