The Working Mechanism of AI Chatbots: From ChatGPT to Alexa
AI chatbots like ChatGPT and Alexa are powered by advanced artificial intelligence technologies that enable them to understand and respond to human queries in natural and conversational ways. While both leverage AI, their underlying architectures, capabilities, and applications differ significantly. ChatGPT: Powered by Large Language Models ChatGPT is built on OpenAI's GPT (Generative Pre-trained Transformer) architecture, a type of large language model (LLM). Here's how it works: Training : GPT models are trained on massive datasets containing text from books, websites, and other sources. This training enables the model to learn grammar, context, facts, and even nuances of human conversation. Capabilities : ChatGPT excels at generating coherent and contextually relevant responses to open-ended questions. It can perform tasks like summarization, translation, creative writing, coding assistance, and more. Mechanism : When a user inputs a query, ChatGPT processes the text using ...