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aresearch

AsyncMethod
This is a method of the DeepResearchAgent class in the deep_research_agent module.
Async version of research(). For Gemini, this still uses polling but with async sleep. For OpenAI, uses the async client.

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Signature

async def aresearch(query: str, instructions: Optional[str], model: Optional[str], summary_mode: Optional[Literal['auto', 'detailed', 'concise']], web_search: Optional[bool], code_interpreter: Optional[bool], mcp_servers: Optional[List[Dict[str, Any]]], file_ids: Optional[List[str]], file_search: Optional[bool], file_search_stores: Optional[List[str]]) -> DeepResearchResponse

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Parameters

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query
str
required
No description available.
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instructions
Optional
No description available.
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model
Optional
No description available.
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summary_mode
Optional
No description available.
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web_search
Optional
No description available.
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code_interpreter
Optional
No description available.
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mcp_servers
Optional
No description available.
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file_ids
Optional
No description available.
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file_search
Optional
No description available.
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file_search_stores
Optional
No description available.

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Returns

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Returns
DeepResearchResponse
The result of the operation.

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Uses

  • time.time
  • debug
  • asyncio.get_event_loop
  • loop.run_in_executor
  • ImportError
  • litellm.aresponses
  • create
  • error

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Source

View on GitHub

praisonaiagents/agent/deep_research_agent.py at line 1160