What is Retrieval-Augmented Generation (RAG) Architecture?

AI Researcher · Advanced ·🧠 Large Language Models ·1y ago
#RAG #Retrieval-AugmentedGeneration #llm #largelanguagemodels #languagemodel #gpt In this video, you will see the differences between a standard Large Language Model (LLM) and a Retrieval-Augmented Generation (RAG) model and architecture of RAG from the two research papers. 1. Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks: https://arxiv.org/abs/2005.11401 2. Retrieval-Augmented Generation for Large Language Models: A Survey: https://arxiv.org/abs/2312.10997 -------------------------------------------------------------------------------------------------------------------…
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