LangChain

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2026

AI Agent Ecosystem: From Single Models to Autonomous Collaboration

1. AI Agent Definition and Core Architecture: Giving Models a “Soul” A traditional LLM is a stateless prediction engine; an AI …
AI Agent Multi-Agent AutoGPT LangChain
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