RAG 101: Demystifying Retrieval-Augmented Generation Pipelines

Originally published at: RAG 101: Demystifying Retrieval-Augmented Generation Pipelines | NVIDIA Technical Blog

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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