memory architecture

6 articles · 15 co-occurring · 0 contradictions · 0 briefs

Introduces episodic/semantic/procedural memory taxonomy for LLM systems, providing structured framework for thinking about knowledge persistence

Related concepts

multi agent orchestration 5 context window management 5 state management 4 memory persistence 4 agent orchestration 2 token compression 1 state persistence 1 state management across agents 1 session persistence 1 retrieval augmented generation 1 prompt architecture 1 context window optimization 1 context quality as performance ceiling 1 communication protocol 1 agentic rag 1

Evidence chain (6 articles, showing 6)

Context Engineering Guide: RAG, Memory Systems & Dynamic Context for Production AI [2026] extends

Proposes three-layer memory system for knowledge accumulation across sessions—directly addresses intelligence compounding rather than session resets.

@shao__meng: 1. 长上下文：标准支持 1M tokens，通过全新的 DSA 稀疏注意力机制在 token 级别压缩数据，实现长上下文下的计算与内存效率双优化 example_of

Engram system demonstrates stratified memory design (static knowledge vs dynamic reasoning) as a context management pattern

Architecting Smarter Multi-Agent Systems with Context Engineering extends

Introduces episodic/semantic/procedural memory taxonomy for LLM systems, providing structured framework for thinking about knowledge persistence

@claudeai: New in Claude Code: agent view. supports

Session management is foundational memory architecture—distinguishing between ephemeral (within-session) and persistent (cross-session) context.

Part 1: Build your first AI agent + chatbot with Langchain and LangGraph in Python | by Varun Kukade | Medium example_of

Tutorial explicitly implements short-term and long-term memory as separate systems, demonstrating the architectural pattern of dual-layer memory design.

Multi-Agent System Architecture Guide for 2026 extends

Discusses 'how memory works in multi-agent systems' as foundational to agent coordination, implying distributed memory/context challenges.

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