Discover the essential components and architecture involved in AI agent development for building scalable applications. This guide explores the core building blocks, including machine learning models, natural language processing (NLP), decision-making engines, and multi-agent frameworks. Learn how these components interact to create autonomous, adaptable, and efficient AI agents capable of handling complex tasks and scaling with business needs.