RAG 101: Demystifying Retrieval-Augmented Generation Pipelines – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-13T20:13:39Z http://www.open-lab.net/blog/feed/ Hayden Wolff <![CDATA[RAG 101: Demystifying Retrieval-Augmented Generation Pipelines]]> http://www.open-lab.net/blog/?p=75493 2024-08-22T21:46:12Z 2023-12-18T19:44:31Z Large language models (LLMs) have impressed the world with their unprecedented capabilities to comprehend and generate human-like responses. Their chat...]]> Large language models (LLMs) have impressed the world with their unprecedented capabilities to comprehend and generate human-like responses. Their chat...Stylized image of a RAG pipeline.

Large language models (LLMs) have impressed the world with their unprecedented capabilities to comprehend and generate human-like responses. Their chat functionality provides a fast and natural interaction between humans and large corpora of data. For example, they can summarize and extract highlights from data or replace complex queries such as SQL queries with natural language.

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