AI for Chatbots
Chatbots have rapidly become a ubiquitous part of digital interfaces, and today’s users expect their conversational agents to be smart, natural, and highly capable. While chatbots used to be limited by scripted responses and basic natural language capabilities, large language models (LLMs) such as GPT-3 are revolutionizing what’s possible.
In this chapter, we will explore how to create richer, more human-like chatbot experiences by integrating LLM APIs into our conversational interfaces. These AI-powered chatbots can deeply understand natural language, hold open-ended conversations, and complete complex tasks – all through natural dialogue.
We will start by looking at the advanced natural language processing abilities of LLMs, and how they enable chatbots that comprehend language as well as humans do. This allows them to interpret the intent behind varied user inputs more accurately and contextually. Next, we will see how LLMs can generate...
