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manage-data/data-store/mapping/dynamic-templates.md

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}
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PUT my-index/_doc/1
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PUT my-index-000001/_doc/1
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{
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"one_ip": "will not match", <1>
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"ip_two": "will not match", <2>

manage-data/data-store/text-analysis/token-graphs.md

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## Multi-position tokens [token-graphs-multi-position-tokens]
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Some token filters can add tokens that span multiple positions. These can include tokens for multi-word synonyms, such as using "atm" as a synonym for "automatic teller machine."
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Some token filters can add tokens that span multiple positions. These can include tokens for multi-word synonyms, such as using "atm" as a synonym for "automatic teller machine".
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However, only some token filters, known as *graph token filters*, accurately record the `positionLength` for multi-position tokens. These filters include:
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solutions/search/agent-builder/a2a-server.md

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stack: preview 9.2
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serverless:
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elasticsearch: preview
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observability: unavailable
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security: unavailable
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---
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:::{warning}
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These pages are currently hidden from the docs TOC and have `noindexed` meta headers.
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**Go to the docs [landing page](/solutions/search/elastic-agent-builder.md).**
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:::
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# Agent-to-Agent (A2A) server
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The [**Agent-to-Agent (A2A) server**](https://github.com/a2aproject/A2A) enables external A2A clients to communicate with {{agent-builder}} agents.

solutions/search/agent-builder/agent-builder-agents.md

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---
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:::{warning}
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These pages are currently hidden from the docs TOC and have `noindexed` meta headers.
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**Go to the docs [landing page](/solutions/search/elastic-agent-builder.md).**
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:::
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# {{agent-builder}}: Agents
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Agents are AI models (LLMs) defined with custom instructions and a set of assigned [tools](tools.md). Users [chat](chat.md) with agents using natural language, in the Agent Builder UI or programmatically.

solutions/search/agent-builder/chat.md

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---
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navigation_title: "Agent Chat UI"
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navigation_title: "Chat"
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applies_to:
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observability: unavailable
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:::{warning}
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These pages are currently hidden from the docs TOC and have `noindexed` meta headers.
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**Go to the docs [landing page](/solutions/search/elastic-agent-builder.md).**
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# {{agent-builder}}: Agent Chat
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**Agent Chat** is the synchronous chat interface for natural language conversations with your [agents](agent-builder-agents.md).
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**Agent Chat** is the chat interface for natural language conversations with your [agents](agent-builder-agents.md).
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The chat GUI and programmatic interfaces enable real-time communication where you can ask questions, request data analysis, and receive immediate responses from your configured agents.
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solutions/search/agent-builder/get-started.md

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# Get started with {{agent-builder}}
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:::{tip}
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Refer to the [overview page](../elastic-agent-builder.md) for the full list of Agent Builder docs.
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% TODO: Remove this tip when unhide pages
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Learn how to get started by enabling the {{agent-builder}} features and begin chatting with your data.
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:::::{stepper}
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::::::{stepper}
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::::{step} Set up an Elastic deployment
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If you don't already have an Elastic deployment, refer to [Select your deployment type](/solutions/search/get-started.md#choose-your-deployment-type).
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::::{step} Enable {{agent-builder}}
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:::::{step} Enable {{agent-builder}}
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{{agent-builder}} is turned off by default in the initial release, so you need to enable the feature to get started.
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::::{applies-switch}
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:::{applies-item} { "serverless": "preview", "elasticsearch" }
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{{agent-builder}} is enabled by default in serverless {{es}} projects.
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Find **Agents** in the navigation menu to begin using the feature, or search for **Agents** in the [global search field](/explore-analyze/find-and-organize/find-apps-and-objects.md).
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:::
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:::{applies-item} stack: preview 9.2
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You have to enable {{agent-builder}} to get started on non-serverless deployments.
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You can enable the features using the UI:
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1. Navigate to **Agent Builder** under **AI** using the navigation menu or the [global search field](/explore-analyze/find-and-organize/find-apps-and-objects.md).
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1. Search for **AI / Agent Builder** in the [global search field](/explore-analyze/find-and-organize/find-apps-and-objects.md).
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2. Toggle **{{agent-builder}}** to on.
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3. Select **Save changes**.
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Refresh the browser page and find **Agents** in the navigation menu to begin using the feature.
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You can also search for **Agent Builder** in the [global search bar](/explore-analyze/find-and-organize/find-apps-and-objects.md).
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Find **Agents** in the navigation menu to begin using the feature, or search for **Agents** in the [global search field](/explore-analyze/find-and-organize/find-apps-and-objects.md).
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::::{step} Ingest some data
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Before you begin with agents, you need some data in your {{es}} cluster. Otherwise, you will be chatting to the underlying LLM without any retrieval-augmented context.
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Before you begin with agents, you need some data in {{es}}. Otherwise, you will be chatting to the underlying LLM without any retrieval-augmented context.
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To learn about adding data for search use cases, go to [](/solutions/search/ingest-for-search.md).
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For a broader overview of ingestion options, go to [](/manage-data/ingest.md).
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::::{step} Configure model (optional)
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By default, {{agent-builder}} uses the Elastic Managed LLM. To use a different model, refer to [model selection and configuration](models.md).
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Once you've tested the default **Elastic AI Agent** with the [built-in Elastic tools](tools.md), you can begin [building your own agents](agent-builder-agents.md#create-a-new-agent) with custom instructions and [creating your own tools](tools.md#create-custom-tools) to assign them.
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::::::

solutions/search/agent-builder/kibana-api.md

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# Work with {{agent-builder}} using the APIs
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This page provides a quick overview of the main Kibana API endpoints for {{agent-builder}}. For complete details including all available parameters, request/response schemas, and error handling, refer to the [Kibana serverless API reference](https://www.elastic.co/docs/api/doc/serverless/group/endpoint-agent-builder).

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