The realm of artificial intelligence continues to evolve at a rapid pace. One of the critical challenges in this progress 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 explores into the latest advancements in AI memo