RAG-Driven Memory Architectures in Conversational LLMs—A Literature Review With Insights Into Emerging Agriculture Data Sharing

RAG-Driven Memory Architectures in Conversational LLMs—A Literature Review With Insights Into Emerging Agriculture Data Sharing

Despite significant advances in natural language processing, conversational AI systems face persistent challenges in maintaining extensive and contextually coherent dialogues, particularly regarding long-term memory management. This literature review synthesizes current approaches to memory architec...

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Bibliographic Details
Main Authors: Nur Arifin Akbar, Rahool Dembani, Biagio Lenzitti, Domenico Tegolo
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Artificial intelligence
conversational AI
ethical AI
hybrid memory architectures
knowledge integration
long-term memory
Online Access:https://ieeexplore.ieee.org/document/11080430/
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https://ieeexplore.ieee.org/document/11080430/

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