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Retrieval-augmented generation, step by step - InfoWorld

Retrieved on: 2024-02-06 17:03:29

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Summary

The article explains the application of retrieval-augmented generation (RAG) in cloud computing, highlighting how large language models (LLMs) like ChatGPT leverage machine learning, deep learning, and natural language processing to provide precise responses in enterprise environments. It illustrates the intersection of computational linguistics, vector databases, word embedding, and prompt engineering to augment LLMs with domain-specific information, reducing instances of model hallucination.

Article found on: www.infoworld.com

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