83 lines
2.5 KiB
Python
83 lines
2.5 KiB
Python
# -*- coding: utf-8 -*-
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"""The main entry point of the Deep Research agent example."""
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import asyncio
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import os
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from agentscope import logger
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from agentscope.formatter import DashScopeChatFormatter
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from agentscope.mcp import StdIOStatefulClient
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from agentscope.memory import InMemoryMemory
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from agentscope.message import Msg
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from agentscope.model import DashScopeChatModel
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from deep_research_agent import DeepResearchAgent
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async def main(user_query: str) -> None:
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"""The main entry point for the Deep Research agent example."""
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logger.setLevel("DEBUG")
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tavily_search_client = StdIOStatefulClient(
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name="tavily_mcp",
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command="npx",
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args=["-y", "tavily-mcp@latest"],
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env={"TAVILY_API_KEY": os.getenv("TAVILY_API_KEY", "")},
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)
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default_working_dir = os.path.join(
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os.path.dirname(__file__),
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"deepresearch_agent_demo_env",
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)
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agent_working_dir = os.getenv(
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"AGENT_OPERATION_DIR",
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default_working_dir,
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)
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os.makedirs(agent_working_dir, exist_ok=True)
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try:
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await tavily_search_client.connect()
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agent = DeepResearchAgent(
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name="Friday",
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sys_prompt="You are a helpful assistant named Friday.",
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model=DashScopeChatModel(
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api_key=os.environ.get("DASHSCOPE_API_KEY"),
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model_name="qwen-max",
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enable_thinking=False,
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stream=True,
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),
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formatter=DashScopeChatFormatter(),
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memory=InMemoryMemory(),
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search_mcp_client=tavily_search_client,
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tmp_file_storage_dir=agent_working_dir,
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)
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user_name = "Bob"
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msg = Msg(
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user_name,
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content=user_query,
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role="user",
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)
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result = await agent(msg)
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logger.info(result)
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except Exception as err:
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logger.exception(err)
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finally:
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await tavily_search_client.close()
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if __name__ == "__main__":
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query = (
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"If Eliud Kipchoge could maintain his record-making "
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"marathon pace indefinitely, how many thousand hours "
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"would it take him to run the distance between the "
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"Earth and the Moon its closest approach? Please use "
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"the minimum perigee value on the Wikipedia page for "
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"the Moon when carrying out your calculation. Round "
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"your result to the nearest 1000 hours and do not use "
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"any comma separators if necessary."
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)
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try:
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asyncio.run(main(query))
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except Exception as e:
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logger.exception(e)
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