Addressing complex tasks presents a unique challenge in the realm ai agents of artificial intelligence. Traditional techniques often fall short when confronted with intricate, multifaceted problems requiring flexible solutions. This is where AI agent architectures emerge as a powerful paradigm. These architectures leverage sophisticated design prin