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PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning Methods

By Yiying Wang and others
In domain-specific applications, GPT-4, augmented with precise prompts or Retrieval-Augmented Generation (RAG), shows notable potential but faces the critical tri-lemma of performance, cost, and data privacy. High performance requires sophisticated processing techniques, yet managing multiple agents within a complex workflow often proves costly and challenging. To address this, we introduce... Show more
July 10, 2024
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PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning Methods
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