BREAKING
A-MEM: Zettelkasten Memory for Agents
How A-MEM builds memory
1
Note Construction
↓
2
Link Generation
↓
3
Memory Evolution
A-MEM vs fixed-structure memory
Legacy Systems
Fixed
●
Predefined structures
●
Limited adaptability
A-MEM
Dynamic
●
Autonomous linking
●
Evolving graph
LoCoMo multi-hop ROUGE-L
A-MEM
44.27
LoCoMo base
18.09
0
%
vs LoCoMo
0
%
vs MemGPT
0
models tested
Open source, but costs remain
AI NEWS BLITZ
A new memory system called A-MEM brings Zettelkasten-style thinking to LLM agents.