Unverified50% confidenceFactExact time
多Agent范式在2023至2024年间随着AutoGPT、CrewAI、LangGraph等开源框架的兴起而快速走向成熟
1
Sources
50%
Confidence
Long-term
Relevance
7/19/2026
First Seen
Sources
Related Claims
VerifiedSince 2023, multiple multi-agent frameworks such as AutoGPT, MetaGPT, and CrewAI have emerged one after another.82% similarUnverifiedSince 2024, open-source frameworks including AutoGen, CrewAI, and LangGraph have matured, enabling multi-Agent systems to rapidly transition from academic concepts to engineering implementations.81% similarUnverifiedBetween 2024 and 2025, open-source Agent frameworks experienced explosive growth, ranging from LangChain and AutoGPT to more specialized vertical frameworks.81% similarUnverified从2022年的Stable Diffusion到2023年的ChatGPT再到2024年的多模态模型，AI领域几乎每隔几个月就有颠覆性的新工具和框架出现79% similarUnverifiedPrompt engineering rapidly matured in 2022–2023 with the widespread adoption of GPT-3/4.79% similar
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