Build custom agents, fast, with elasticsearch

Elastic Agent Builder lets you quickly create precise agents that utilize all your data with powerful tools, chat interfaces, and custom agents — powered by elasticsearch's best-in-class relevance.

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Ship agents grounded in your data in minutes

Chat with your data instantly, and build reliable agents with context engineering primitives that deliver all the relevant data and tools.

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Chat with your data using a built-in conversational agent
With a built-in conversational agent, users can securely query and analyze data in elasticsearch indices in natural language.
Create your own tools
Give your agent new powers. Build custom tools with the full power of elasticsearch Query Language (ES|QL) for fine-grained control over data, relevance, and security.
Build custom agents
Use Agent Builder to connect tools, prompts, and data for custom agents that work reliably. No integration pain, just faster building, testing, and scaling.
Integrate with external data sources, tools, and agentic apps
Unify all your data with MCP and A2A to easily integrate data and tools with external agents and custom applications.
Execute complex workflows as reusable tools
Integrate Elastic Workflows to declaratively orchestrate internal and external systems for agent actions and context. Workflows are defined in YAML and are composable, event-driven, and exposable via MCP.

Integrate agents in any environment

All the essential building blocks to integrate AI agents powered by elasticsearch: an open set of primitives, standards‑based protocols, and secure access to data

Extend and customize your own agents

Create and scale tools, agents, and chat interfaces with only a snippet.

Register a reusable tool
Create a custom agent
Converse with your agent


POST /api/agent_builder/tools
{
  "id": "find_client_exposure_to_negative_news",
  "type": "esql",
  "description": "Finds client portfolio exposure to negative news",
  "configuration": { "query": "ES|QL query here" },
  "params": { "time_duration": { "type": "keyword" } }
}

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Start building custom agents with tutorials, workshops, and technical blogs.

Tutorial
Build your first Elastic Agent from a single query to an AI-powered chat.
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Trial
Start free now and build your first agent in minutes with elasticsearch.
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Workshop
Create domain specific custom AI agents in our hands-on course.
Take the course

Build custom agents, fast, with elasticsearch

Ship agents grounded in your data in minutes

Chat with your data using a built-in conversational agent

Create your own tools

Build custom agents

Integrate with external data sources, tools, and agentic apps

Execute complex workflows as reusable tools

Integrate agents in any environment

Extend and customize your own agents

Register a reusable tool

Create a custom agent

Converse with your agent

Take the next steps

Tutorial

Trial

Workshop