The domain of artificial intelligence has become at a phenomenal pace. One of the pressing challenges in this evolution is creating AI systems with robust and efficient memory architectures. Traditional approaches often fall short in representing the nuance of real-world knowledge. This article investigates into the cutting-edge advancements in AI