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[DOCS] Highlights how to switch to ELSER v2 from v1 (#2555)
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(cherry picked from commit 6e22519)
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szabosteve authored and mergify[bot] committed Oct 5, 2023
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Expand Up @@ -61,9 +61,16 @@ one version which is optimized for Intel® silicon. The **Model Management** >
**Trained Models** page shows you which version of ELSER v2 is recommended to
deploy based on your cluster's hardware.

IMPORTANT: ELSER v2 is not backward compatible. If you indexed your data with
ELSER v1, you need to reindex it with an ingest pipeline referencing ELSER v2 to
be able to use v2 for search.

[discrete]
[[upgrade-elser-v2]]
=== Upgrading to ELSER v2

ELSER v2 is not backward compatible. If you indexed your data with ELSER v1, you
need to reindex it with an ingest pipeline referencing ELSER v2 to be able to
use v2 for search. This {ref}/semantic-search-elser.html[tutorial] shows you how
to create an ingest pipeline with an {infer} processor that uses ELSER v2, and
how to reindex your data through the pipeline.

// TO DO
// If you want to learn more about the ELSER v2 improvements, refer to this blog
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