Merge branch 'main' into 2636-add-known-issue

Author: vishaangelova

explore-analyze/ai-assistant.md

@@ -12,31 +12,33 @@ applies_to:
 products:
   - id: kibana
   - id: observability
+  - id: security
   - id: cloud-serverless
 ---
 
 # AI assistant
 
 $$$token-limits$$$
 
-**AI Assistant** is a chat-based interactive tool to help you with a variety of tasks related to Elasticsearch and Kibana, including:
+**AI Assistant** is a chat-based interactive tool that can help with a variety of tasks throughout Elasticsearch and Kibana, including:
 
 - **Constructing queries**: Assists you in building queries to search and analyze your data, including converting queries from other languages to [ES|QL](query-filter/languages/esql.md).
 - **Indexing data**: Guides you on how to index data into Elasticsearch.
 - **Using APIs**: Calls Elasticsearch APIs on your behalf if you need specific operations performed.
 - **Generating sample data**: Helps you create sample data for testing and development purposes.
 - **Visualizing and analyzing data**: Assists you in creating visualizations and analyzing your data using Kibana.
 - **Troubleshooting**: Explains errors, messages, and suggests remediation.
+- **Investigating threats**: Helps analyze potential attacks, provides threat research, and assists with alert triage.
 
-AI Assistant requires specific privileges and a generative AI connector.
-
-% Check [Configure AI Assistant](../deploy-manage/) for more details on how to enable and configure it.
-
-The capabilities and ways to interact with AI Assistant can differ for each solution. Find more information in the respective solution docs:
+AI Assistant requires specific privileges and a large language model (LLM) connector. The capabilities and ways to interact with AI Assistant can differ for each solution. To learn more about how it works in each solution, refer to:
 
 - [{{obs-ai-assistant}}](../solutions/observability/observability-ai-assistant.md)
 - [AI Assistant for Security](../solutions/security/ai/ai-assistant.md)
 
+To learn more about configuring LLM connectors, refer to:
+
+- [Enable LLM access](../solutions/security/ai/set-up-connectors-for-large-language-models-llm.md)
+
 ## Prompt best practices [rag-for-esql]
 Elastic AI Assistant allows you to take full advantage of the Elastic platform to improve your operations. It can help you write an ES|QL query for a particular use case, or answer general questions about how to use the platform. Its ability to assist you depends on the specificity and detail of your questions. The more context and detail you provide, the more tailored and useful its responses will be.
 

explore-analyze/query-filter.md

@@ -26,8 +26,7 @@ You’ll use a combination of an API endpoint and a query language to interact w
 
 - A number of [tools](/explore-analyze/query-filter/tools.md) are available for you to save, debug, and optimize your queries.
 
-% todo: update link to the best target
-If you're just getting started with Elasticsearch, try the hands-on [API quickstart](/solutions/search/elasticsearch-basics-quickstart.md) to learn how to add data and run basic searches using Query DSL and the `_search` endpoint.
+If you're just getting started with {{es}}, try the hands-on [](/solutions/search/get-started/index-basics.md) to learn how to add data and run basic searches using Query DSL and the `_search` endpoint.
 
 ## Filtering
 

redirects.yml

@@ -308,3 +308,5 @@ redirects:
   'solutions/security/configure-elastic-defend/enable-access-for-macos-monterey.md': 'solutions/security/configure-elastic-defend/enable-access-for-macos.md'
   'solutions/security/configure-elastic-defend/enable-access-for-macos-ventura-higher.md': 'solutions/security/configure-elastic-defend/enable-access-for-macos.md'
 
+# Related to https://github.com/elastic/docs-content/pull/2245/
+  'solutions/search/elasticsearch-basics-quickstart.md': 'solutions/search/get-started/index-basics.md'

solutions/observability/observability-ai-assistant.md

@@ -530,3 +530,8 @@ Anonymization has the following limitations:
 ### Token limits [obs-ai-token-limits]
 
 Most LLMs have a set number of tokens they can manage in single a conversation. When you reach the token limit, the LLM will throw an error, and Elastic will display a "Token limit reached" error in Kibana. The exact number of tokens that the LLM can support depends on the LLM provider and model you’re using. If you use an OpenAI connector, monitor token utilization in **OpenAI Token Usage** dashboard. For more information, refer to the [OpenAI Connector documentation](kibana://reference/connectors-kibana/openai-action-type.md#openai-connector-token-dashboard).
+
+
+## AI Assistant for Security
+
+The capabilities and ways to interact with AI Assistant can differ for each solution. For more information about how AI Assistant works in {{elastic-sec}}, refer to [AI Assistant for Security](/solutions/security/ai/ai-assistant.md).

solutions/search/api-quickstarts.md

@@ -15,7 +15,7 @@ Prefer working in Python? Check out our executable [Python notebooks](https://gi
 
 Use the following quickstarts to get hands-on experience with Elasticsearch APIs and tools:
 
-- [Index and search data using Elasticsearch APIs](elasticsearch-basics-quickstart.md): Learn about indices, documents, and mappings, and perform a basic search using the Query DSL.
+- [Index and search data using Elasticsearch APIs](get-started/index-basics.md): Learn about indices, documents, and mappings, and perform a basic search using the Query DSL.
 - [Basic full-text search and filtering in Elasticsearch](querydsl-full-text-filter-tutorial.md): Learn about different options for querying data, including full-text search and filtering, using the Query DSL.
 - [Analyze eCommerce data with aggregations using Query DSL](/explore-analyze/query-filter/aggregations/tutorial-analyze-ecommerce-data-with-aggregations-using-query-dsl.md): Learn how to analyze data using different types of aggregations, including metrics, buckets, and pipelines.
 % - [Getting started with {{esql}}](esql-getting-started.md): Learn how to query and aggregate your data using {{esql}}.