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1 change: 1 addition & 0 deletions docset.yml
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project: 'Elastic documentation'

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max_toc_depth: 2

features:
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version: "9.0.0"
release-date: "2-April-2025"
heroku: "Elasticsearch Add-on for Heroku"
obs-ai-assistant: "Elastic AI Assistant for Observability and Search"
9 changes: 4 additions & 5 deletions explore-analyze/ai-assistant.md
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$$$token-limits$$$

**AI Assistant** is a chat-based interactive tool that uses generative AI and ELSER, Elastic’s proprietary semantic search model, to help you with a variety of tasks related to Elasticsearch and Kibana, including:
**AI Assistant** is a chat-based interactive tool to help you with a variety of tasks related to 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-rest.md).
- **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.

AI Assistant requires specific privileges and a generative AI connector.
AI Assistant requires specific privileges and a generative AI connector (if not using the default Elastic LLM).

% 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 for Search](../solutions/search/)
- [AI Assistant for Observability](../solutions/observability/observability-ai-assistant.md)
- [{{obs-ai-assistant}}](../solutions/observability/observability-ai-assistant.md)
- [AI Assistant for Security](../solutions/security/ai/ai-assistant.md)

## Prompt best practices [rag-for-esql]
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6 changes: 4 additions & 2 deletions solutions/_snippets/elastic-llm.md
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An LLM is preconfigured as a connector, enabled by default and ready to use out of the box.
{{ech}} deployments and {{serverless-full}} projects include a preconfigured LLM connector that's enabled by default and ready to use.

Using the preconfigured LLM enables you to use features such as Playground and AI Assistant without having an account with an LLM provider or setting up an LLM connector.

The LLM is hosted as a service and will incur additional costs.
For more details, refer to the [pricing page](https://www.elastic.co/pricing).
For more details, refer to the [pricing page](https://www.elastic.co/pricing).
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