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

# Deep Research Agent • Rust AI Agent SDK

> DeepResearchAgent: Agent for deep research using specialized APIs.

# DeepResearchAgent

> Defined in the [**agents**](../modules/agents) module.

<Badge color="orange">Rust AI Agent SDK</Badge>

Agent for deep research using specialized APIs.

```mermaid theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
%%{init: {'theme': 'base', 'themeVariables': { 'primaryColor': '#8B0000', 'primaryTextColor': '#fff', 'primaryBorderColor': '#710101', 'lineColor': '#189AB4', 'secondaryColor': '#189AB4', 'tertiaryColor': '#fff' }}}%%

graph LR
    input["Input Data"] --> agent["Agent: DeepResearchAgent"]
    agent --> output["Output Result"]
    style agent fill:#8B0000,color:#fff
    style input fill:#8B0000,color:#fff
    style output fill:#8B0000,color:#fff
```

## Fields

| Name           | Type                   | Description   |
| -------------- | ---------------------- | ------------- |
| `name`         | `String`               | -             |
| `model`        | `String`               | Model to use  |
| `instructions` | `Option&lt;String&gt;` | Instructions  |
| `config`       | `DeepResearchConfig`   | Configuration |
| `verbose`      | `bool`                 | -             |

## Methods

### `new`

```rust theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
fn new() -> DeepResearchAgentBuilder
```

Create a new builder

### `name`

```rust theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
fn name(&self) -> &str
```

Get agent name

### `research`

```rust theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
fn research(&self, query: &str) -> Result<DeepResearchResult>
```

Perform deep research

**Parameters:**

| Name    | Type   |
| ------- | ------ |
| `query` | `&str` |

## Source

<Card title="View on GitHub" icon="github" href="https://github.com/MervinPraison/PraisonAI/blob/main/src/praisonai-rust/praisonai/src/agents/mod.rs#L1126">
  `praisonai/src/agents/mod.rs` at line 1126
</Card>

***

## Related Documentation

<CardGroup cols={2}>
  <Card title="Rust Agent" icon="robot" href="/docs/rust/agent" />

  <Card title="Rust Overview" icon="book-open" href="/docs/rust/overview" />

  <Card title="Rust Quickstart" icon="rocket" href="/docs/rust/quickstart" />

  <Card title="Rust Installation" icon="download" href="/docs/rust/installation" />

  <Card title="Rust Autonomy" icon="wand-magic-sparkles" href="/docs/rust/autonomy" />
</CardGroup>
