The domain of artificial intelligence continues to evolve at a phenomenal pace. One of the critical challenges in this evolution is developing AI systems with robust and efficient memory architectures. Traditional approaches often fall short in modeling the nuance of real-world knowledge. This article explores into the cutting-edge advancements in