Companies have been using chatbot applications for years to provide responses to their users. While early adopters were limited to providing responses based on the information available to them at the time, foundational AI models like Large Language Models (LLMs) have enabled chatbots to also consider the context and relevance of a response. Today, AI-powered chatbots are able to make sense of information across almost any topic, and provide the most relevant responses possible.
With continued advancements in AI, companies can now leverage AI models built specifically for chatbot use cases — chatbot models — to automatically generate relevant and personalized responses. This class of AI is referred to as generative AI.
This is a companion discussion topic for the original entry at https://www.pinecone.io/learn/chatbots-with-pinecone/