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8 changes: 2 additions & 6 deletions solutions/search/agent-builder/a2a-server.md
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Expand Up @@ -4,14 +4,10 @@ applies_to:
stack: preview 9.2
serverless:
elasticsearch: preview
observability: unavailable
security: unavailable
---

:::{warning}
These pages are currently hidden from the docs TOC and have `noindexed` meta headers.

**Go to the docs [landing page](/solutions/search/elastic-agent-builder.md).**
:::

# Agent-to-Agent (A2A) server

The [**Agent-to-Agent (A2A) server**](https://github.com/a2aproject/A2A) enables external A2A clients to communicate with {{agent-builder}} agents.
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8 changes: 2 additions & 6 deletions solutions/search/agent-builder/agent-builder-agents.md
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Expand Up @@ -4,14 +4,10 @@ applies_to:
stack: preview 9.2
serverless:
elasticsearch: preview
observability: unavailable
security: unavailable
---

:::{warning}
These pages are currently hidden from the docs TOC and have `noindexed` meta headers.

**Go to the docs [landing page](/solutions/search/elastic-agent-builder.md).**
:::

# {{agent-builder}}: Agents

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.
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12 changes: 4 additions & 8 deletions solutions/search/agent-builder/chat.md
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@@ -1,20 +1,16 @@
---
navigation_title: "Agent Chat UI"
navigation_title: "Chat"
applies_to:
stack: preview 9.2
serverless:
elasticsearch: preview
observability: unavailable
security: unavailable
---

:::{warning}
These pages are currently hidden from the docs TOC and have `noindexed` meta headers.

**Go to the docs [landing page](/solutions/search/elastic-agent-builder.md).**
:::

# {{agent-builder}}: Agent Chat

**Agent Chat** is the synchronous chat interface for natural language conversations with your [agents](agent-builder-agents.md).
**Agent Chat** is the chat interface for natural language conversations with your [agents](agent-builder-agents.md).

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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29 changes: 10 additions & 19 deletions solutions/search/agent-builder/get-started.md
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Expand Up @@ -4,21 +4,12 @@ applies_to:
stack: preview 9.2
serverless:
elasticsearch: preview
observability: unavailable
security: unavailable
---

:::{warning}
These pages are currently hidden from the docs TOC and have `noindexed` meta headers.

**Go to the docs [landing page](/solutions/search/elastic-agent-builder.md).**
:::

# Get started with {{agent-builder}}

:::{tip}
Refer to the [overview page](../elastic-agent-builder.md) for the full list of Agent Builder docs.
:::
% TODO: Remove this tip when unhide pages

Learn how to get started by enabling the {{agent-builder}} features and begin chatting with your data.

::::::{stepper}
Expand All @@ -37,6 +28,14 @@ You can set up a new [space](/deploy-manage/manage-spaces.md) to use the solutio

::::{applies-switch}

:::{applies-item} { "serverless": "preview", "elasticsearch" }

{{agent-builder}} is enabled by default in serverless {{es}} projects.

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).

:::

:::{applies-item} stack: preview 9.2

You have to enable {{agent-builder}} to get started on non-serverless deployments.
Expand All @@ -51,14 +50,6 @@ Find **Agents** in the navigation menu to begin using the feature, or search for

:::

:::{applies-item} serverless:

{{agent-builder}} is enabled by default in serverless deployments.

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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8 changes: 2 additions & 6 deletions solutions/search/agent-builder/kibana-api.md
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Expand Up @@ -4,14 +4,10 @@ applies_to:
stack: preview 9.2
serverless:
elasticsearch: preview
observability: unavailable
security: unavailable
---

:::{warning}
These pages are currently hidden from the docs TOC and have `noindexed` meta headers.

**Go to the docs [landing page](/solutions/search/elastic-agent-builder.md).**
:::

# Work with {{agent-builder}} using the APIs

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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20 changes: 12 additions & 8 deletions solutions/search/agent-builder/limitations-known-issues.md
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Expand Up @@ -4,21 +4,25 @@ applies_to:
stack: preview 9.2
serverless:
elasticsearch: preview
observability: unavailable
security: unavailable
---

:::{warning}
These pages are currently hidden from the docs TOC and have `noindexed` meta headers.

**Go to the docs [landing page](/solutions/search/elastic-agent-builder.md).**
:::

# Limitations and known issues in {{agent-builder}}

## Limitations

### Agent Builder not enabled by default
### Feature availability

#### Non-serverless deployments

{{agent-builder}} is enabled by default in {{serverless-full}} for {{es}} projects.

However, it must be enabled for non-serverless deployments {applies_to}`stack: preview 9.2`. Refer to [Get started](get-started.md#enable-agent-builder) for instructions.

#### Serverless deployments

{{agent-builder}} must be enabled for non-serverless deployments {applies_to}`stack: preview 9.2`. Refer to [Get started](get-started.md#enable-agent-builder) for instructions.
In the first release of {{agent-builder}} on serverless, the feature is **only available on {{es}} projects**.

## Known issues

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8 changes: 2 additions & 6 deletions solutions/search/agent-builder/mcp-server.md
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Expand Up @@ -4,16 +4,12 @@ applies_to:
stack: preview 9.2
serverless:
elasticsearch: preview
observability: unavailable
security: unavailable
---

# Model Context Protocol (MCP) server

:::{warning}
These pages are currently hidden from the docs TOC and have `noindexed` meta headers.

**Go to the docs [landing page](/solutions/search/elastic-agent-builder.md).**
:::

The [**Model Context Protocol (MCP) server**](https://modelcontextprotocol.io/docs/getting-started/intro) provides a standardized interface for external clients to access {{agent-builder}} tools.

## MCP server endpoint
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10 changes: 3 additions & 7 deletions solutions/search/agent-builder/models.md
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@@ -1,17 +1,13 @@
---
navigation_title: "Use different models"
navigation_title: "Models"
applies_to:
stack: preview 9.2
serverless:
elasticsearch: preview
observability: unavailable
security: unavailable
---

:::{warning}
These pages are currently hidden from the docs TOC and have `noindexed` meta headers.

**Go to the docs [landing page](/solutions/search/elastic-agent-builder.md).**
:::

# Using different models in {{agent-builder}}

{{agent-builder}} uses large language models (LLMs) to power agent reasoning and decision-making. By default, agents use the Elastic Managed LLM, but you can configure other models through Kibana connectors.
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8 changes: 2 additions & 6 deletions solutions/search/agent-builder/programmatic-access.md
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Expand Up @@ -4,14 +4,10 @@ applies_to:
stack: preview 9.2
serverless:
elasticsearch: preview
observability: unavailable
security: unavailable
---

:::{warning}
These pages are currently hidden from the docs TOC and have `noindexed` meta headers.

**Go to the docs [landing page](/solutions/search/elastic-agent-builder.md).**
:::

# Work programmatically with {{agent-builder}}

{{agent-builder}} provides comprehensive integration options for programmatic access and automation.
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8 changes: 2 additions & 6 deletions solutions/search/agent-builder/tools.md
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Expand Up @@ -4,14 +4,10 @@ applies_to:
stack: preview 9.2
serverless:
elasticsearch: preview
observability: unavailable
security: unavailable
---

:::{warning}
These pages are currently hidden from the docs TOC and have `noindexed` meta headers.

**Go to the docs [landing page](/solutions/search/elastic-agent-builder.md).**
:::

# Tools in {{agent-builder}}

[Agents](agent-builder-agents.md) use tools to search, retrieve, and take meaningful steps on your behalf.
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6 changes: 2 additions & 4 deletions solutions/search/agent-builder/tools/esql-tools.md
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Expand Up @@ -4,13 +4,11 @@ applies_to:
stack: preview 9.2
serverless:
elasticsearch: preview
observability: unavailable
security: unavailable
---

:::{warning}
These pages are currently hidden from the docs TOC and have `noindexed` meta headers.

**Go to the docs [landing page](/solutions/search/elastic-agent-builder.md).**
:::

# {{esql}} tools

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6 changes: 2 additions & 4 deletions solutions/search/agent-builder/tools/index-search-tools.md
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Expand Up @@ -4,13 +4,11 @@ applies_to:
stack: preview 9.2
serverless:
elasticsearch: preview
observability: unavailable
security: unavailable
---

:::{warning}
These pages are currently hidden from the docs TOC and have `noindexed` meta headers.

**Go to the docs [landing page](/solutions/search/elastic-agent-builder.md).**
:::

# Index search tools

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6 changes: 2 additions & 4 deletions solutions/search/elastic-agent-builder.md
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Expand Up @@ -4,12 +4,10 @@ applies_to:
stack: preview 9.2
serverless:
elasticsearch: preview
observability: unavailable
security: unavailable
---

:::{warning}
These pages are currently hidden from the docs TOC and have `noindexed` meta headers.
:::

# {{agent-builder}}

{{agent-builder}} is a set of AI-powered capabilities for developing and interacting with agents that work with your {{es}} data. Agent Builder simplifies building data-driven agents with intuitive UI and programmatic interfaces, so you don't have to compose the different pieces separately.
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29 changes: 16 additions & 13 deletions solutions/toc.yml
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Expand Up @@ -44,19 +44,22 @@ toc:
- file: search/semantic-search/semantic-search-elser-ingest-pipelines.md
- file: search/semantic-search/cohere-es.md
- file: search/using-openai-compatible-models.md
- hidden: search/elastic-agent-builder.md
- hidden: search/agent-builder/get-started.md
- hidden: search/agent-builder/models.md
- hidden: search/agent-builder/chat.md
- hidden: search/agent-builder/agent-builder-agents.md
- hidden: search/agent-builder/tools.md
- hidden: search/agent-builder/tools/esql-tools.md
- hidden: search/agent-builder/tools/index-search-tools.md
- hidden: search/agent-builder/programmatic-access.md
- hidden: search/agent-builder/kibana-api.md
- hidden: search/agent-builder/mcp-server.md
- hidden: search/agent-builder/a2a-server.md
- hidden: search/agent-builder/limitations-known-issues.md
- file: search/elastic-agent-builder.md
children:
- file: search/agent-builder/get-started.md
- file: search/agent-builder/models.md
- file: search/agent-builder/chat.md
- file: search/agent-builder/agent-builder-agents.md
- file: search/agent-builder/tools.md
children:
- file: search/agent-builder/tools/esql-tools.md
- file: search/agent-builder/tools/index-search-tools.md
- file: search/agent-builder/programmatic-access.md
children:
- file: search/agent-builder/kibana-api.md
- file: search/agent-builder/a2a-server.md
- file: search/agent-builder/mcp-server.md
- file: search/agent-builder/limitations-known-issues.md
- file: search/rag.md
children:
- file: search/rag/playground.md
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