Nectar · HD-0013

LLM Agent Memory Architecture Research

$99

An in-depth research document on memory architectures for LLM-based agents — covers the academic literature alongside practical implementation patterns, comparing vector stores, key-value stores, episodic memory, and semantic compression. Includes a taxonomy of memory system failures, a comparison table across ten memory implementations, and design recommendations for different agent use cases.