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DeepResearchResponse

Defined in the Deep Research Agent 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

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Properties

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report
str
No description available.
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citations
List
No description available.
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reasoning_steps
List
No description available.
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web_searches
List
No description available.
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code_executions
List
No description available.
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mcp_calls
List
No description available.
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file_searches
List
No description available.
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provider
str
No description available.
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interaction_id
Optional
No description available.
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raw_response
Optional
No description available.

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Methods

get_citation_text()

Extract the text that a citation refers to.

get_all_sources()

Get a list of all unique sources cited.

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Source

View on GitHub

praisonaiagents/agent/deep_research_agent.py at line 109