Rethinking Retrieval: From Traditional Retrieval Augmented Generation to Agentic and Non-Vector Reasoning Systems in the Financial Domain for Large Language Models.

Elias Lumer, Matt Melich, Olivia Zino, Elena Kim, Sara Dieter, Max Harberg, Pradeep Honaganahalli Basavaraju, Vamse Kumar Subbiah, James A. Burke, Roberto Hernandez

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