RESEARCH

Library

Memory systems research notes and living docs.

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Agent Memory

Taxonomy, ingestion, retrieval, and evolution loops for agents.

MemGPT / Letta

OS-style memory hierarchy: core / recall / archival with virtual context management.

Mem0

Hybrid vector + graph + KV memory layer; 26% improvement over OpenAI baseline.

Memory Survey (Dec 2025)

Unified taxonomy of agent memory: forms, functions, and dynamics.

Zep / Graphiti

Temporal knowledge graphs; no LLM calls at retrieval, P95 300ms.

A-MEM

Zettelkasten-inspired self-organizing memory (NeurIPS 2025).

MemOS

Industrial MemCube abstraction with three-layer architecture.

PageIndex

Document indexing for long specs/manuals (TOC-like tree + section retrieval).

EverMemOS Adaptation

Structured event-log + foresight derivation for long-term agent memory.

New Projects Radar

Daily discovery loop for new tools/projects, automatically converted into org/person memory.

Memory Privacy & Data Protection

Protecting personal and organizational memory data: attacks, defenses, and engineering practices.