Verified65% confidenceFactTime unknown
Agent frameworks such as LangChain, AutoGen, and CrewAI have emerged one after another since 2023 alongside the explosion in LLM capabilities.
3
Sources
65%
Confidence
Long-term
Relevance
5/31/2026
First Seen
Sources
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Related Claims
UnverifiedLangChain 自 2022 年底兴起，因过度抽象、调试困难、版本迭代激进而受批评，催生了 LlamaIndex、CrewAI、AutoGen 等竞争框架81% similarUnverifiedLangChain 于 2022 年 10 月出现，AutoGen 由微软于 2023 年推出，CrewAI 于 2024 年出现76% similarUnverified2023年以来LangChain、LlamaIndex、AutoGen等框架将Agent概念推向主流74% similarVerifiedMulti-agent systems are not a new concept—related research appeared in the field of distributed AI as early as the 1990s, and an explosion of engineering practice arrived between 2023 and 2024 following the leap in LLM capabilities.72% similar
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