The realm of artificial intelligence has become at a rapid pace. One of the pressing challenges in this evolution is creating AI systems with robust and scalable memory architectures. Traditional strategies often fall short in representing the complexity of real-world knowledge. This article delves into the latest advancements in AI memory archite