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OpenAI 的 Lilian Weng 将以 LLM 为驱动的 AI Agent,形式化为如下的公式:AI Agent = LLM(大模型) + Planning(规划) + Memory(记忆) + Tools(工具)¶
BabyAGI: https://github.com/yoheinakajima/babyagi
MetaGPT:
GPT Researcher:
AutoGPT:
A1-16Z的 Al-town:
斯坦福的 Al-Town:
ChatDev:
Task-driven Autonomous Agent: https://twitter.com/yoheinakajima/status/1640934493489070080?s=20
Task-driven Autonomous Agent: An agent that leverages @openai’s GPT-4, @pinecone vector search, and @LangChainAI framework to autonomously create and perform tasks based on an objective.¶