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The MLnotes Newsletter
The MLnotes Newsletter
Everything You Need to Know about Basic RAG

Everything You Need to Know about Basic RAG

Demystifying the Basics of Retrieval Augmented Generation (RAG)

Angelina Yang's avatar
Mehdi Allahyari's avatar
Angelina Yang
and
Mehdi Allahyari
May 09, 2024
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The MLnotes Newsletter
The MLnotes Newsletter
Everything You Need to Know about Basic RAG
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Retrieval Augmented Generation (RAG) is a technique that integrates external knowledge sources into large language models (LLMs) to enhance their response generation capabilities. By ingesting knowledge databases into the LLM, RAG allows the model to access information beyond its training data, leading to more accurate and informative responses.

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