From b8acd23bdd2d47bbea8db85eb168ca1522328c58 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Istv=C3=A1n=20Zolt=C3=A1n=20Szab=C3=B3?= Date: Thu, 23 May 2024 11:55:17 +0200 Subject: [PATCH] Documents ELSER autoscale limitation (#2719) * Documents ELSER autoscale limitation. * Addresses feedback. (cherry picked from commit 3487c6d70b1bd0b5cd899032afd3615065f9a5fa) --- docs/en/stack/ml/nlp/ml-nlp-limitations.asciidoc | 14 +++++++++++++- 1 file changed, 13 insertions(+), 1 deletion(-) diff --git a/docs/en/stack/ml/nlp/ml-nlp-limitations.asciidoc b/docs/en/stack/ml/nlp/ml-nlp-limitations.asciidoc index 8673cdb19..b1fb95ec7 100644 --- a/docs/en/stack/ml/nlp/ml-nlp-limitations.asciidoc +++ b/docs/en/stack/ml/nlp/ml-nlp-limitations.asciidoc @@ -17,4 +17,16 @@ When you use ELSER for semantic search, only the first 512 extracted tokens from each field of the ingested documents that ELSER is applied to are taken into account for the search process. If your data set contains long documents, divide them into smaller segments before ingestion if you need the full text to be -searchable. \ No newline at end of file +searchable. + + +[discrete] +[[ml-nlp-elser-autoscale]] +== ELSER deployments don't autoscale + +Currently, ELSER deployments do not scale up and down automatically depending on +the resource requirements of the ELSER processes. If you want to configure +available resources for your ELSER deployments, you can manually set the number +of allocations and threads per allocation by using the Trained Models UI in +{kib} or the +{ref}/update-trained-model-deployment.html[Update trained model deployment API]. \ No newline at end of file