Conversational Applications are emerging to be an integral part of our daily lives, from virtual assistants to chatbots and voice-based interfaces. Have you ever wondered what happens behind the scenes when you interact with these systems? In this article, we will delve into the technical aspects of how user inputs are processed, converted into prompts, sent to large language models (LLMs), and responses are generated and presented back to the user. We will explain the sequence of events in a simplified manner, making it easy for both technical and non-technical readers to understand.
User Input
It all begins with a user input, which can be a spoken command, text message, or even a button click. For example, let's say a user says, "Hey, what's the weather like today?"