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框架 × 组件矩阵

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实现要点会显示在这里（含来源 path:line 摘要）。

框架 \ 组件	推理循环	规划	记忆	工具	模型	编排	上下文	技能	可观测	运行时	治理	状态	覆盖
AG2python													12
Agent-LLM (AGiXT)python													12
Astron Agentpython													12
ConnectOnionpython													12
CrewAIpython													12
Hivepython													12
LoongFlowpython													12
Mastratypescript													12
nanobotpython													12
OpenClawtypescript													12
PraisonAIpython													12
Semantic Kernelcsharp													12
Strands Agentspython													12
SwarmClawtypescript													12
Upsonicpython													12
VoltAgenttypescript													12
Aeonyaml													11
Agentic Context Engine (ACE)python													11
AgentVersepython													11
AutoGenpython													11
Botpresstypescript													11
Dusttypescript													11
Hermes Agentpython													11
LangChainpython													11
LlamaIndexpython													11
MetaGPTpython													11
Open Multi-Agenttypescript													11
Pipecatpython													11
Swarmspython													11
Agency Swarmpython													10
AgentDocktypescript													10
AgentFieldgo													10
AgentScopepython													10
Lagentpython													10
Maestropython													10
smolagentspython													10
Transformers Agentspython													10
Agentsettypescript													9
Cordumgo													9
Haystackpython													9
Llama Agentic System (llama-stack-apps)python													9
vectara-agenticpython													9
Ailoyrust													8
Cortex Memoryrust													8
hcomrust													8
llm-agentspython													8
Modusgo													7
Swarmpython													7
Pilot Protocolgo													6
E2Btypescript													3

50 个框架 · 515 个已实现组件格 · 列色相对应组件，深度笔记见各框架页

框架 × 组件 矩阵