AI scientist who built 400+ agents maps 15 essential memory patterns, with open-source links
MaryamMiradi · x · 2026-10-28
Maryam Miradi, a PhD AI scientist claiming 400+ production agents built, curated 15 agent memory patterns in three groups:
- Memory types: working, episodic, semantic, procedural, long-term memory
- Memory mechanisms: summarization, retrieval, consolidation, compression, graph memory
- Memory control: decay, forgetting, conflict resolution, provenance, memory isolation
Each pattern is mapped to open-source implementations including LangGraph, Letta, Mem0, Zep, Qdrant, Milvus, Chroma, FAISS, Cognee, and Graphiti on GitHub.
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