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ENTITY Lewis et al.

Lewis et al.

PulseAugur coverage of Lewis et al. — every cluster mentioning Lewis et al. across labs, papers, and developer communities, ranked by signal.

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  1. COMMENTARY · CL_225872 ·

    AI agents can use simpler knowledge bases instead of complex RAG

    An AI agent does not always require a complex Retrieval-Augmented Generation (RAG) pipeline to access organizational knowledge. For many common tasks, such as finding a policy or updating a document, a simpler approach …

  2. TOOL · CL_212637 ·

    RAG systems improve with corrective retrieval and careful chunking · 4 sources tracked

    Retrieval-Augmented Generation (RAG) systems can fail due to poor retrieval of relevant information, even if the generation model is sound. Techniques like Corrective RAG (CRAG) introduce an evaluation step to assess re…