LLM Evaluations Setup

In a comprehensive tutorial, Matthew Berman guides viewers through the process of setting up model evaluations using Amazon Bedrock. He emphasizes the importance of measuring AI performance, particularly in applications like chatbots that interact with customers. The tutorial covers everything from creating AWS users to uploading necessary documents and prompts, setting up evaluation metrics, and analyzing results. Berman illustrates the process with a use case involving a hotel chatbot, showcasing how to create a knowledge base and run evaluations to ensure the chatbot provides accurate and helpful information. This step-by-step approach not only demonstrates the functionality of Amazon Bedrock but also highlights the significance of evaluations in improving AI systems.