Welcome 👋

Welcome to the lab “chat system”

In this lab, we will useOpenAI’s ChatGPT API to leverage Large Language Models (LLMs) into Python based chat applications. You will learn how to build chains of prompts that interact with the completions of prior prompts and how to create a customer service chatbot.

Important

Make sure you meet all the requirements and have read the lecture slides before you start with the assignments

In this lab you’ll learn:

• Some basic properties of LLMs
• How to classify user queries to a chat agent’s response
• How to evaluate user queries for safety
• Chain-of-thought (CoT) prompting
• Chain prompting to connect multiple tasks
• Verification of model output
• How to build an end-to-end chat system
• Evaluation strategies to optimize your system