updateS

Author: georgewallace

docs/reference/elasticsearch/index.md

@@ -1,4 +1,4 @@
-# Elasticsearch
+# Reference
 
 ## Search and analyze your data
 ----------------------------
@@ -7,7 +7,11 @@ Elasticsearch is the search and analytics engine that powers the Elastic Stack.
 
 [Get started](https://www.elastic.co/docs/get-started)
 
-[Introduction](elasticsearch-intro.html) [What's new](release-highlights.html) [Release notes](es-release-notes.html)
+[Introduction](https://www.elastic.co/docs/get-started) 
+
+[What's new](https://www.elastic.co/docs/release-notes/elasticsearch) 
+
+[Release notes](https://www.elastic.co/docs/release-notes/elasticsearch)
 
 ![](https://images.contentstack.io/v3/assets/bltefdd0b53724fa2ce/bltb8eb1c8cf2e7309e/636925fb7457f32a10457f6d/elasticsearch.png)
 
@@ -17,32 +21,32 @@ _Demos:_ [Hands-on learning for Search](https://www.elastic.co/demo-gallery?solu
 
 _New webinar:_ [Architect search apps with Google Cloud](https://www.elastic.co/virtual-events/architecting-search-apps-on-google-cloud)
 
-### Install, manage, and secure
+## Install, manage, and secure
 
 *   [Set up Elasticsearch](docs-content://deploy-manage/deploy/self-managed/installing-elasticsearch.md)
 *   [Secure the Elastic Stack](docs-content://deploy-manage/security.md)
 *   [Upgrade Elasticsearch](docs-content://deploy-manage/upgrade/deployment-or-cluster.md)
-*   [Set up a cluster for high availability](https://www.elastic.co/docs/deploy-manage/tools)
-*   [Monitor a cluster](https://www.elastic.co/docs/deploy-manage/monitor/cloud-health-perf)
+*   [Set up a cluster for high availability](docs-content://deploy-manage/tools.md)
+*   [Monitor a cluster](docs-content://deploy-manage/monitor/cloud-health-perf.md)
 *   [Troubleshooting](https://www.elastic.co/docs/troubleshoot/elasticsearch)
 *   [Enterprise Search server](https://www.elastic.co/docs/reference/search-connectors)
 
-### Ingest data
+## Ingest data
 
-*   [Adding data to Elasticsearch](https://www.elastic.co/docs/manage-data/ingest)
+*   [Adding data to Elasticsearch](docs-content://manage-data/ingest.md)
 *   [Connectors](https://www.elastic.co/docs/reference/search-connectors)
 *   [Web crawler](https://www.elastic.co/search-labs/blog/elastic-open-crawler-release)
-*   [Data streams](https://www.elastic.co/docs/manage-data/data-store/data-streams)
-*   [Ingest pipelines](https://www.elastic.co/docs/manage-data/ingest/transform-enrich/ingest-pipelines)
+*   [Data streams](docs-content://manage-data/data-store/data-streams.md)
+*   [Ingest pipelines](docs-content://manage-data/ingest/transform-enrich/ingest-pipelines.md)
 *   [Mapping](https://www.elastic.co/docs/manage-data/data-store/mapping)
 
-### Search and analyze
+## Search and analyze
 
-*   [Search your data](https://www.elastic.co/docs/solutions/search/querying-for-search)
-*   Query data with [the Query DSL](https://www.elastic.co/docs/explore-analyze/query-filter/languages/querydsl), [ES|QL](https://www.elastic.co/docs/explore-analyze/query-filter/languages/esql), [EQL](https://www.elastic.co/docs/explore-analyze/query-filter/languages/eql), or [SQL](https://www.elastic.co/docs/explore-analyze/query-filter/languages/sql)
-*   [Search applications](https://www.elastic.co/docs/solutions/search/search-applications)
-*   [Aggregations](https://www.elastic.co/docs/explore-analyze/query-filter/aggregations)
-*   [Geospatial analysis](https://www.elastic.co/docs/explore-analyze/geospatial-analysis)
-*   [Machine Learning](https://www.elastic.co/docs/explore-analyze/machine-learning)
-*   [Alerting](https://www.elastic.co/docs/explore-analyze/alerts-cases/watcher)
+*   [Search your data](docs-content://solutions/search/querying-for-search.md)
+*   Query data with [the Query DSL](docs-content://explore-analyze/query-filter/languages/querydsl.md), [ES|QL](docs-content://explore-analyze/query-filter/languages/esql.md), [EQL](docs-content://explore-analyze/query-filter/languages/eql.md), or [SQL](docs-content://explore-analyze/query-filter/languages/sql.md)
+*   [Search applications](docs-content://solutions/search/search-applications.md)
+*   [Aggregations](docs-content://explore-analyze/query-filter/aggregations.md)
+*   [Geospatial analysis](docs-content://explore-analyze/geospatial-analysis.md)
+*   [Machine Learning](docs-content://explore-analyze/machine-learning.md)
+*   [Alerting](docs-content://explore-analyze/alerts-cases/watcher.md)