From 9ddfced16fceac4b888e355d01b8a66494b4486f Mon Sep 17 00:00:00 2001
From: Mike Birnstiehl <114418652+mdbirnstiehl@users.noreply.github.com>
Date: Fri, 13 Jun 2025 12:30:58 -0500
Subject: [PATCH] [Observability AI Assistant] Update reindex note

Replace the python script with the easier workaround.
---
 docs/en/observability/observability-ai-assistant.asciidoc | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/en/observability/observability-ai-assistant.asciidoc b/docs/en/observability/observability-ai-assistant.asciidoc
index 1d81d19e6c..96261b4156 100644
--- a/docs/en/observability/observability-ai-assistant.asciidoc
+++ b/docs/en/observability/observability-ai-assistant.asciidoc
@@ -104,7 +104,7 @@ In 8.12, knowledge base articles must use ELSER v2.
 Options include:
 
 * Clear all old knowledge base articles manually and reindex them.
-* Upgrade all knowledge base articles indexed with ELSER v1 to ELSER v2 using a https://github.com/elastic/elasticsearch-labs/blob/main/notebooks/model-upgrades/upgrading-index-to-use-elser.ipynb[Python script].
+* Reindex knowledge base articles indexed with ELSER v1 to ELSER v2 using the following https://support.elastic.dev/knowledge/view/7c3ad709[workaround].
 ====
 
 The AI Assistant uses {ml-docs}/ml-nlp-elser.html[ELSER], Elastic's semantic search engine, to recall data from its internal knowledge base index to create retrieval augmented generation (RAG) responses. Adding data such as Runbooks, GitHub issues, internal documentation, and Slack messages to the knowledge base gives the AI Assistant context to provide more specific assistance.