> ## Documentation Index
> Fetch the complete documentation index at: https://sambanova-systems.mintlify.site/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Agents

The Agents application is a multi-agent AI system that routes requests through a compound agent and specialized subgraphs for comprehensive assistance. It features XML-based routing, secure code execution in Daytona environments, and multi-step research workflows. The Agents application helps teams and researchers by:

* Providing intelligent assistance through a unified agent system.
* Executing code securely in sandbox environments.
* Performing collaborative data science workflows.
* Generating detailed research reports and educational content.
* Conducting advanced financial analysis with real-time data.
* Intelligently routing queries to the appropriate subgraph service.
* Supporting voice input for natural interaction.

View the Agents [GitHub repository](https://github.com/sambanova/agents) for technical information and setup procedures.

<Note>
  Refer to the [Agents API reference](/en/agents-api-reference/overview) section to explore all API endpoints.
</Note>

## Resources

<CardGroup cols={2}>
  <Card title="GitHub" icon="github" href="https://github.com/sambanova/agents">
    Agents GitHub repository
  </Card>

  <Card title="Agents app" href="https://chat.sambanova.ai/">
    Link to Agents application
  </Card>
</CardGroup>

## Build agents with these integrations

Use the following integrations to build agent workflows with SambaNova models.

<CardGroup cols={3}>
  <Card title="CrewAI" href="/en/integrations/crew-ai">
    Multi-agent orchestration framework for role-based agent workflows.
  </Card>

  <Card title="LangGraph" href="/en/integrations/langgraph">
    Build stateful, multi-actor applications with graph-based agent flows.
  </Card>

  <Card title="AutoGen" href="/en/integrations/autogen">
    Framework for building multi-agent conversational systems.
  </Card>

  <Card title="ADK" href="/en/integrations/adk">
    Google's Agent Development Kit for modular, tool-using agents.
  </Card>

  <Card title="Camel AI" href="/en/integrations/camel-ai">
    Communicative agents framework for autonomous task completion.
  </Card>

  <Card title="Agno" href="/en/integrations/agno">
    Lightweight framework for building fast, multi-modal agents.
  </Card>
</CardGroup>