stock_analysis_agents.py

from crewai import Agent
import os
from tools.calculator_tools import CalculatorTools
from tools.search_tools import SearchTools
from tools.sec_tools import SECTools
from tools.browser_tools import BrowserTools
from langchain_google_genai import ChatGoogleGenerativeAI
from langchain.tools.yahoo_finance_news import YahooFinanceNewsTool

class StockAnalysisAgents():
  def __init__(self) -> None:
    self.Gemini = ChatGoogleGenerativeAI(model="gemini-1.5-flash",
                            api_key = os.getenv("GOOGLE_API_KEY"))
  def financial_analyst(self):
    return Agent(
      role='The Best Financial Analyst',
      goal="""Impress all customer with your financial data 
      and market trends analysis""",
      backstory="""The most seasoned financial analyst with 
      lots of expertise in stock market analysis and investment
      strategies that is working for a super important customer.""",
      verbose=True,
      llm=self.Gemini,
      tools=[
        BrowserTools.scrape_and_summarize_website,
        SearchTools.search_internet,
        CalculatorTools.calculate,
        SECTools.search_10q,
        SECTools.search_10k
      ]
    )

  def research_analyst(self):
    return Agent(
      role='Staff Research Analyst',
      goal="""Being the best at gather, interpret data and amaze
      your customer with it""",
      backstory="""Known as the BEST research analyst, you're
      skilled in sifting through news, company announcements, 
      and market sentiments. Now you're working on super 
      important customer""",
      verbose=True,
      llm=self.Gemini,
      tools=[
        BrowserTools.scrape_and_summarize_website,
        SearchTools.search_internet,
        SearchTools.search_news,
        YahooFinanceNewsTool(),
        SECTools.search_10q,
        SECTools.search_10k
      ]
  )

  def investment_advisor(self):
    return Agent(
      role='Private Investment Advisor',
      goal="""Impress your customes with full analyses over stocks
      and completer investment recommendations""",
      backstory="""You're the most experienced investment advisor
      and you combine various analytical insights to formulate
      strategic investment advice. You are now working for
      a super importat customer you need to impress.""",
      verbose=True,
      llm=self.Gemini,
      tools=[
        BrowserTools.scrape_and_summarize_website,
        SearchTools.search_internet,
        SearchTools.search_news,
        CalculatorTools.calculate,
        YahooFinanceNewsTool()
      ]
    )