> ## 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 Response • AI Agent SDK

> DeepResearchResponse: Complete response from a Deep Research query.

# DeepResearchResponse

> Defined in the [**Deep Research Agent**](https://praison.ai/docs/sdk/reference/praisonaiagents/modules/deep_research_agent.md) module.

AI Agent

Complete response from a Deep Research query.

Attributes:
report: The final research report text
citations: List of citations with source metadata
reasoning\_steps: List of reasoning steps taken
web\_searches: List of web search queries executed
code\_executions: List of code execution steps
mcp\_calls: List of MCP tool calls
file\_searches: List of file search calls (Gemini)
provider: The provider used (openai, gemini, litellm)
interaction\_id: Interaction ID (Gemini) or Response ID (OpenAI)
raw\_response: The raw API response object

## Properties

**report** `str`

No description available.

**citations** `List[Citation]`

No description available.

**reasoning\_steps** `List[ReasoningStep]`

No description available.

**web\_searches** `List[WebSearchCall]`

No description available.

**code\_executions** `List[CodeExecutionStep]`

No description available.

**mcp\_calls** `List[MCPCall]`

No description available.

**file\_searches** `List[FileSearchCall]`

No description available.

**provider** `str`

No description available.

**interaction\_id** `Optional[str]`

No description available.

**raw\_response** `Optional`

No description available.

## Methods

> [card] [get\_citation\_text()](https://praison.ai/docs/sdk/reference/praisonaiagents/functions/DeepResearchResponse-get_citation_text.md)
>
> Extract the text that a citation refers to.

> [card] [get\_all\_sources()](https://praison.ai/docs/sdk/reference/praisonaiagents/functions/DeepResearchResponse-get_all_sources.md)
>
> Get a list of all unique sources cited.

## Source

> [card] [View on GitHub](https://github.com/MervinPraison/PraisonAI/blob/main/src/praisonai-agents/praisonaiagents/agent/deep_research_agent.py#L102)
>
> `praisonaiagents/agent/deep_research_agent.py` at line 102


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