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diff --git a/doc/development/elasticsearch.md b/doc/development/elasticsearch.md
index 7c67b3495ba..d32ceb43ce9 100644
--- a/doc/development/elasticsearch.md
+++ b/doc/development/elasticsearch.md
@@ -1,5 +1,5 @@
---
-stage: Enablement
+stage: Data Stores
group: Global Search
info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://about.gitlab.com/handbook/engineering/ux/technical-writing/#assignments
---
@@ -9,17 +9,17 @@ info: To determine the technical writer assigned to the Stage/Group associated w
This area is to maintain a compendium of useful information when working with Elasticsearch.
Information on how to enable Elasticsearch and perform the initial indexing is in
-the [Elasticsearch integration documentation](../integration/elasticsearch.md#enable-advanced-search).
+the [Elasticsearch integration documentation](../integration/advanced_search/elasticsearch.md#enable-advanced-search).
## Deep Dive
-In June 2019, Mario de la Ossa hosted a Deep Dive (GitLab team members only: `https://gitlab.com/gitlab-org/create-stage/issues/1`) on the GitLab [Elasticsearch integration](../integration/elasticsearch.md) to share his domain specific knowledge with anyone who may work in this part of the codebase in the future. You can find the <i class="fa fa-youtube-play youtube" aria-hidden="true"></i> [recording on YouTube](https://www.youtube.com/watch?v=vrvl-tN2EaA), and the slides on [Google Slides](https://docs.google.com/presentation/d/1H-pCzI_LNrgrL5pJAIQgvLX8Ji0-jIKOg1QeJQzChug/edit) and in [PDF](https://gitlab.com/gitlab-org/create-stage/uploads/c5aa32b6b07476fa8b597004899ec538/Elasticsearch_Deep_Dive.pdf). Everything covered in this deep dive was accurate as of GitLab 12.0, and while specific details may have changed since then, it should still serve as a good introduction.
+In June 2019, Mario de la Ossa hosted a Deep Dive (GitLab team members only: `https://gitlab.com/gitlab-org/create-stage/issues/1`) on the GitLab [Elasticsearch integration](../integration/advanced_search/elasticsearch.md) to share his domain specific knowledge with anyone who may work in this part of the codebase in the future. You can find the <i class="fa fa-youtube-play youtube" aria-hidden="true"></i> [recording on YouTube](https://www.youtube.com/watch?v=vrvl-tN2EaA), and the slides on [Google Slides](https://docs.google.com/presentation/d/1H-pCzI_LNrgrL5pJAIQgvLX8Ji0-jIKOg1QeJQzChug/edit) and in [PDF](https://gitlab.com/gitlab-org/create-stage/uploads/c5aa32b6b07476fa8b597004899ec538/Elasticsearch_Deep_Dive.pdf). Everything covered in this deep dive was accurate as of GitLab 12.0, and while specific details may have changed since then, it should still serve as a good introduction.
In August 2020, a second Deep Dive was hosted, focusing on [GitLab-specific architecture for multi-indices support](#zero-downtime-reindexing-with-multiple-indices). The <i class="fa fa-youtube-play youtube" aria-hidden="true"></i> [recording on YouTube](https://www.youtube.com/watch?v=0WdPR9oB2fg) and the [slides](https://lulalala.gitlab.io/gitlab-elasticsearch-deepdive/) are available. Everything covered in this deep dive was accurate as of GitLab 13.3.
## Supported Versions
-See [Version Requirements](../integration/elasticsearch.md#version-requirements).
+See [Version Requirements](../integration/advanced_search/elasticsearch.md#version-requirements).
Developers making significant changes to Elasticsearch queries should test their features against all our supported versions.
@@ -69,7 +69,7 @@ The `whitespace` tokenizer was selected in order to have more control over how t
Please see the `code` filter for an explanation on how tokens are split.
NOTE:
-The [Elasticsearch code_analyzer doesn't account for all code cases](../integration/elasticsearch.md#elasticsearch-code_analyzer-doesnt-account-for-all-code-cases).
+The [Elasticsearch code_analyzer doesn't account for all code cases](../integration/advanced_search/elasticsearch_troubleshooting.md#elasticsearch-code_analyzer-doesnt-account-for-all-code-cases).
#### `code_search_analyzer`