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Add ResearcherAgent class for qualitative market research and sentiment analysis
Browse files- src/agents/researcher.py +86 -0
src/agents/researcher.py
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"""
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Researcher Agent - Qualitative market research specialist.
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The Researcher agent focuses on gathering and synthesizing news,
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sentiment, and qualitative information about companies.
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"""
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import logging
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from typing import Optional
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from crewai import Agent
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from src.agents.base import BaseAgentFactory, create_llm
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from src.config.settings import get_settings
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from src.tools.news_search import NewsSearchTool
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from src.tools.memory import MemoryTool
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logger = logging.getLogger(__name__)
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class ResearcherAgent:
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"""
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Factory and wrapper for the Researcher Agent.
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The Researcher agent:
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- Searches for recent news and developments
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- Analyzes market sentiment
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- Identifies key narratives and trends
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- Verifies sources before including them
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"""
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AGENT_NAME = "researcher"
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def __init__(
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self,
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memory_tool: Optional[MemoryTool] = None,
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news_tool: Optional[NewsSearchTool] = None
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):
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"""
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Initialize the Researcher agent factory.
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Args:
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memory_tool: Optional shared memory tool instance
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news_tool: Optional news search tool instance
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"""
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self._memory_tool = memory_tool or MemoryTool()
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self._news_tool = news_tool or NewsSearchTool()
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self._agent: Optional[Agent] = None
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def create(self) -> Agent:
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"""
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Create and return the Researcher agent.
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Returns:
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Configured Researcher Agent instance
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"""
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if self._agent is not None:
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return self._agent
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settings = get_settings()
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# Researcher uses higher temperature for creative synthesis
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llm = create_llm(
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model=settings.worker_model,
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temperature=settings.researcher_temperature
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)
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# Researcher gets news search and memory tools
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tools = [self._news_tool, self._memory_tool]
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self._agent = BaseAgentFactory.create_agent(
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agent_name=self.AGENT_NAME,
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llm=llm,
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tools=tools
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)
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logger.info("Researcher agent created successfully")
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return self._agent
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@property
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def agent(self) -> Agent:
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"""Get the agent instance, creating if necessary."""
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if self._agent is None:
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self.create()
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return self._agent
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