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leemthompo committed Jan 7, 2025
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Expand Up @@ -27,7 +27,7 @@ RAG has several advantages:
* *Cost efficiency:* Requires less maintenance compared to fine-tuning or continuously pre-training 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.
* *Simplified response parsing:* Eliminates the need for custom parsing logic by letting the language model handle parsing {es} responses and formatting the retrieved context.
* *Flexible implementation:* Works with basic `<<full-text-search,full-text search>>``, and can be gradually updated to add more advanced and computationally intensive <<semantic-search,semantic search>> capabilities.
* *Flexible implementation:* Works with basic <<full-text-search,full-text search>>, and can be gradually updated to add more advanced and computationally intensive <<semantic-search,semantic search>> capabilities.

[discrete]
[[rag-elasticsearch-components]]
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