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stock_analysis_agents.py
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stock_analysis_agents.py
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from crewai import Agent
from tools.search_tools import SearchTools
from tools.calculator_tools import CalculatorTools
from tools.sec_tools import SECTools
from langchain_community.tools.yahoo_finance_news import YahooFinanceNewsTool
from langchain_anthropic import ChatAnthropic
class StockAnalysisAgent:
def __init__(self):
# Initialize the language model for all agents
self.llm = ChatAnthropic(model="claude-3-5-sonnet-20240620")
def financial_analyst(self):
# Create and return a financial analyst agent
return Agent(
role="A Professional Financial Analyst",
goal="Provide clean, concise, and actionable financial analysis.",
backstory="An experienced financial analyst with a strong background in finance and economics. Focused on providing safe and reliable financial advice to clients.",
verbose=True,
llm=self.llm,
tools=[
SearchTools.search_news,
CalculatorTools.calculate,
YahooFinanceNewsTool(),
SECTools.search_10q
]
)
def research_analyst(self):
# Create and return a research analyst agent
return Agent(
role="A Professional Research Analyst",
goal="Gather and analyze information to provide insights and recommendations.",
backstory="A seasoned research analyst with a keen eye for detail and a passion for uncovering valuable insights. Focused on delivering high-quality research to clients.",
verbose=True,
llm=self.llm,
tools=[
SearchTools.search_internet,
SearchTools.search_news,
YahooFinanceNewsTool()
]
)
def investment_advisor(self):
# Create and return an investment advisor agent
return Agent(
role="Private Investment Advisor",
goal="Provide personalized investment advice and recommendations.",
backstory="A trusted investment advisor with a proven track record of success. Focused on helping clients achieve their financial goals through strategic investments.",
verbose=True,
llm=self.llm,
tools=[
SearchTools.search_internet,
SearchTools.search_news,
CalculatorTools.calculate,
YahooFinanceNewsTool()
]
)