Return to A Simple Guide to Retrieval Augmented Generation, Knowledge Graph-Enhanced RAG, Prompt Engineering, Manning AI-ML-DL-NLP-GAN-LLM-RAG-Chatbot-ChatGPT Series, Manning Data Science Series, AI Bibliography, Manning Books Purchased by Cloud Monk, Manning Bibliography, Cloud Monk's Book Purchases, Cloud Monk Library, Bibliography, Manning Publications

Snippet from Wikipedia: Retrieval-augmented generation

Retrieval augmented generation (RAG) is a type of generative artificial intelligence that has information retrieval capabilities. It modifies interactions with a large language model (LLM) so that the model responds to user queries with reference to a specified set of documents, using this information in preference to information drawn from its own vast, static training data. This allows LLMs to use domain-specific and/or updated information. Use cases include providing chatbot access to internal company data, or giving factual information only from an authoritative source.

Creative Commons Attribution-Share Alike 4.0