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Conversational Agents, powered by Artificial Intelligence (AI), are transforming the way humans interact with machines. This article explores the capabilities, applications, and advancements in natural language processing and AI powering them. It also discusses the challenges and future directions of Conversational Agents, such as context-awareness, handling complex queries, and maintaining user privacy and data security.