> ## Documentation Index
> Fetch the complete documentation index at: https://docs-preprod.sambanova.ai/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 our Agents [GitHub repository](https://github.com/sambanova/agents) for technical information and setup procedures.

<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>