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LLM -> LM because it needn't be large
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leemthompo committed Jan 6, 2025
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Expand Up @@ -21,7 +21,7 @@ RAG sits at the intersection of https://www.elastic.co/what-is/information-retri

RAG has several advantages:

* *Improved context:* Enables grounding the LLM with additional, up-to-date, and/or private data.
* *Improved context:* Enables grounding the language model with additional, up-to-date, and/or private data.
* *Reduced hallucination:* Helps minimize factual errors by enabling models to cite authoritative sources.
* *Cost efficiency:* Requires less maintenance compared to finetuning or continuously pretraining models.
* *Enhanced security:* Controls data access by leveraging {es}'s <<authorization, user authorization>> features, such as role-based access control, and field/document-level security.
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