Agent
Agent Isn't a Smarter Chatbot: Know the Six Components Before You Spend a Cent
2025 consensus: an Agent = LLM + Planning + Memory + Tools + Action + Loop. Master this and pay less "intellectual tax" on vendor pitches.
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Reflexion
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Agent架构
Agent 的推理方式不 止一种，但大多数人搞混了它们 的层级关系
ReAct, Reflexion, and Router aren't alternatives —they operate at different layers. Picking the wrong level means costly rebuilds.