Dialog systems is a research field within artificial intelligence and computational linguistics focused on the development of computational agents capable of engaging in natural language conversations with humans. This area investigates the principles, architectures, and methodologies required to enable machines to understand user utterances, manage conversational flow, maintain context, and generate coherent and relevant responses, thereby facilitating effective human-computer interaction.