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Co-authored-by: Liam Thompson <[email protected]>
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afoucret and leemthompo authored Mar 7, 2024
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Expand Up @@ -5,9 +5,11 @@ preview::["The Learning To Rank feature is in technical preview and may be chang

NOTE: This feature is available for Elastic Stack versions 8.12.0 and newer and requires a https://www.elastic.co/pricing[Platinum subscription] or higher.

Learning To Rank (LTR) is a technique used to build a complex machine learning (ML) -based ranking function for your search engine.

The LTR function takes a list of documents and a search context and outputs ranked documents:
Learning To Rank (LTR) uses a trained machine learning (ML) model to build a
ranking function for your search engine. Typically, the model is used as a
second stage re-ranker, to improve the relevance of search results returned by a
simpler, first stage retrieval algorithm. The LTR function takes a list of
documents and a search context and outputs ranked documents:

[[learning-to-rank-overview-diagram]]
.Learning To Rank overview
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