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[Observability AI Assistant] Update reindex note #4904

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[Observability AI Assistant] Update reindex note #4904

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2 changes: 1 addition & 1 deletion docs/en/observability/observability-ai-assistant.asciidoc
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Expand Up @@ -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].
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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.
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