龙明
龙明

Agent记忆与状态管理26篇

2026-08-31 02:35:34

没有记忆的 agent 每次都从零开始。这组 26 篇讲记忆怎么建:mem0 这类向量记忆库、知识图谱路线、会话状态管理、长期记忆的写入与遗忘策略,以及跨会话个性化。各家方案的取舍都有真实评测数据支撑,不是纯概念文。做 assistant 类产品、需要 agent 记住用户偏好的场景,先读这组再选型,能少走弯路。
Building Effective Agents
Building Effective Agents
AnthropicAgent设计
letta-ai/letta
letta-ai/letta
GitHubAgent记忆
mem0ai/mem0
mem0ai/mem0
GitHubAgent记忆
alash3al/stash
alash3al/stash
GitHub轻量
Tencent/TencentDB-Agent-Memory
Tencent/TencentDB-Agent-Memory
腾讯Agent记忆
getzep/zep
getzep/zep
GitHubAgent记忆
Gentleman-Programming/engram
Gentleman-Programming/engram
GitHub记忆
MemPalace/mempalace
MemPalace/mempalace
GitHubAgent记忆
rohitg00/agentmemory
rohitg00/agentmemory
GitHubAgent记忆
coleam00/claude-memory-compile
coleam00/claude-memory-compile
GitHubClaude
mex-memory/mex
mex-memory/mex
GitHub记忆
How We Built Agent Builder's M
How We Built Agent Builder's M
LangChain记忆
Building an Agentic Memory Sys
Building an Agentic Memory Sys
GitHubAgent记忆
MemArchitect: A Policy-Driven
MemArchitect: A Policy-Driven
arXiv论文记忆
Codified Context: Infrastructu
Codified Context: Infrastructu
arXiv论文上下文
Facts as First Class Objects
Facts as First Class Objects
arXiv论文事实
Recoverability Has a Law: The
Recoverability Has a Law: The
arXiv论文恢复
MAGMA: Multi-Graph Agentic Mem
MAGMA: Multi-Graph Agentic Mem
arXiv论文多图
GAAMA: Graph Augmented Associa
GAAMA: Graph Augmented Associa
arXiv论文记忆
Graph-Native Cognitive Memory
Graph-Native Cognitive Memory
arXiv论文认知
Continual learning for AI agen
Continual learning for AI agen
LangChain持续
topoteretes/cognee
topoteretes/cognee
GitHub记忆
vectorize-io/hindsight
vectorize-io/hindsight
GitHub记忆
ClawVM: Harness-Managed Virtua
ClawVM: Harness-Managed Virtua
arXiv论文虚拟机
MAGE: Memory as Agent-Guided E
MAGE: Memory as Agent-Guided E
arXiv论文记忆
vshulcz/deja-vu
vshulcz/deja-vu
GitHub重复

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