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Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
Automatically discovering performant multi-agent systems end-to-end. (arXiv preprint)
Han Zhou, Xingchen Wan, Ruoxi Sun, Hamid Palangi, Shariq Iqbal, Ivan Vulić, Anna Korhonen, Sercan Ö. Arık
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Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models
Overcoming RAG imperfections and knowledge conflicts with debating and reconcilation (arXiv preprint).
Fei Wang, Xingchen Wan, Ruoxi Sun, Jiefeng Chen, Sercan Ö. Arık
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Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models