Tag: Hierarchical Memory
01
AI TechnologyEnhancing LLaMA 3 with Self-Reflection and Memory: Building Evolving AI Systems
This article presents a comprehensive framework for enhancing LLaMA 3 model with self-reflection capabilities and hierarchical memory systems, enabling AI systems to learn from experience and evolve over time, addressing the key limitation of traditional large language models that cannot continuously learn and self-improve.
02
AI TechnologyHierarchical Memory in RAG Systems: Enhancing LLaMA 3 with Long-term Knowledge Retention
This article introduces a framework for implementing hierarchical memory systems with LLaMA 3, enhancing RAG applications with long-term knowledge retention capabilities by mimicking human memory organization through tiered structures, creating AI systems that effectively maintain, organize, and leverage knowledge.