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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()
]
) |