Invoke FM (Amazon Titan Model) for Generating Text (Email Responses) Using Bedrock API

How to use Large Language Model (LLM) to generate an email response to a customer who provided negative feedback on the quality of customer service they received from the support engineer. In this notebook, We generate an email with a thank you note based on the customer's previous email. We use the Amazon Titan model using the Amazon Bedrock API with Boto3 client.

The prompt used in this task is called a zero-shot prompt. In a zero-shot prompt, you describe the task or desired output to the language model in plain language. The model then uses its pre-trained knowledge and capabilities to generate a response or complete the task based solely on the provided prompt.