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Retrieval Augmented Generation

Definition

Retrieval augmented generation is a technique that enhances the output of language models by incorporating external data sources. It combines the generative capabilities of AI with a retrieval system that fetches relevant information before formulating a response. This process allows for more accurate, up-to-date, and contextually grounded text generation.