Search-R1

A paper from Amazon Science presented at AAAI 2026 found that agentic keyword search achieves 94.5% of RAG's faithfulness score without a vector database, suggesting retrieval quality increasingly com…

Researchers propose Harness-G, a graph-structured retrieval framework that reformulates free-form query generation as finite action selection to address retrieval-equivalence collapse in reinforcement…