Unverified50% confidenceFactExact time
The core Agent architecture encompasses three core technologies: CoT/ReAct chain-of-thought, RAG retrieval-augmented generation, and model memory mechanisms.
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50%
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Long-term
Relevance
9/12/2026
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UnverifiedAgent frameworks compensate for the inherent limitations of large language models through tool calling, retrieval-augmented generation (RAG), memory management systems, and planning and reflection mechanisms.76% similarUnverifiedAgentScope's three core capabilities are the ReAct agent, a three-dimensional integrated security defense line, and systematic context management.75% similarUnverifiedThe core architecture of a Coding Agent includes an LLM brain, a sandbox execution environment, and a feedback loop mechanism (ReAct or Agent Loop pattern).74% similarUnverifiedThe Planning module of an Agent is typically implemented based on reasoning frameworks such as Chain-of-Thought (CoT) or ReAct.73% similarUnverifiedReAct established the four-component architectural paradigm of "Agent = reasoning module + toolset + memory + environmental feedback."73% similar
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