📋 계획, 웹 증강 추론, 비평 및 영구 메모리와 함께 CAMEL을 사용하여 강력한 다중 에이전트 파이프라인을 구축하는 방법 완벽가이드
✨ 계획, 웹 증강 추론, 비평 및 영구 메모리와 함께 CAMEL을 사용하여 강력한 다중 에이전트 파이프라인을 구축하는 방법
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In this tutorial, we build an advanced, end-to-end multi-agent research workflow using the CAMEL framework. We design a coordinated society of agents, Planner, Researcher, Writer, Critic, and Finalizer, that collaboratively transform a high-level topic into a polished, evidence-grounded research bri
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In this tutorial, we build an advanced, end-to-end multi-agent research workflow using the CAMEL framework. We design a coordinated society of agents, Planner, Researcher, Writer, Critic, and Finalizer, that collaboratively transform a high-level topic into a polished, evidence-grounded research brief. We securely integrate the OpenAI API, orchestrate agent interactions programmatically, and add lightweight persistent memory […]
The post How to Build a Robust Multi-Agent Pipeline Using CAMEL with Planning, Web-Augmented Reasoning, Critique, and Persistent Memory appeared first on MarkTechPost.