aresearch • AI Agent SDK

aresearch: Async version of research().

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.

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

Parameters

query · str · required

No description available.

instructions · Optional

No description available.

model · Optional

No description available.

summary_mode · Optional

No description available.

web_search · Optional

No description available.

code_interpreter · Optional

No description available.

mcp_servers · Optional

No description available.

file_ids · Optional

No description available.

file_search · Optional

No description available.

file_search_stores · Optional

No description available.

Returns

Returns · DeepResearchResponse

The result of the operation.

Uses

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

Source

View on GitHub

praisonaiagents/agent/deep_research_agent.py at line 1160