Robuta

https://www.amazon.science/publications/reflectiverag-rethinking-adaptivity-in-retrieval-augmented-generation ReflectiveRAG: Rethinking adaptivity in retrieval-augmented generation - Amazon Science Retrieval-Augmented Generation (RAG) systems degrade sharply under extreme noise, where irrelevant or redundant passages dominate. Current methods-fixed top-k... rethinkingadaptivityretrievalaugmentedgeneration