autoLearnMem/AutoMem

LatentMem: Customizing Latent Memory for Multi-Agent Systems

Hindsight: Agent Memory That Learns

Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Zep, Graphiti, LoCoMo benchmarks, and production patterns.

HippocampAI Autonomous Memory Engine for LLM Agents

sELF improving agent memory system

Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.

A selective learning and memory substrate for agentic systems — typed, revisable, decayable memory with competence learning and trust-aware retrieval.

[NeurIPS'26] MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Implementing cognitive architecture and psychological memory concepts into Agentic LLM Systems