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Knowledge Retrieval Takes Center Stage
Nov. 16, 2023, 5:12 a.m. | Gadi Singer
Towards Data Science - Medium towardsdatascience.com
GenAI Architecture Shifting Toward Interpretive Retrieval-Centric Generation Models
To transition from consumer to business deployment for GenAI, solutions should be built primarily around information external to the model using retrieval-centric generation (RCG).
As generative AI (GenAI) begins deployment throughout industries for a wide range of business usages, companies need models that provide efficiency, accuracy, security, and traceability. The original architecture of ChatGPT-like models has demonstrated a major gap in meeting these key requirements. With early GenAI …
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