Author

A. Chakravarty

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Jul 2026

ScalableRAG: High-Quality RAG at Zero Ingestion Cost

This work shows that the operations that such knowledge bases allow can be replicated with zero ingestion costs (not even a vector database), and introduces Limited-Ingestion ScalableRAG, which does use a minimal vector database as well as an automated pattern discovery from a sample of documents, to further improve ac...

Hilaf Hasson, A. Chakravarty, Jayant Thomas et al. · arXiv.org · 0 citations