Lead Agent/agents.py

import os
from crewai import Agent, LLM
from dotenv import load_dotenv

load_dotenv()

llm = LLM(
    model="groq/llama-3.3-70b-versatile",
    api_key=os.getenv("GROQ_API_KEY")
)

researcher = Agent(
    role="Lead Researcher",
    goal="Find and profile businesses matching the target audience",
    backstory="""You are an expert business researcher. 
    You find detailed information about companies and 
    identify what they do and who they serve.""",
    llm=llm,
    verbose=True
)

analyst = Agent(
    role="Business Analyst",
    goal="Analyze each lead and identify pain points relevant to the service being offered",
    backstory="""You are a sharp business analyst who understands 
    company needs. You identify gaps and opportunities where 
    a service could genuinely help a business.""",
    llm=llm,
    verbose=True
)

writer = Agent(
    role="Outreach Specialist",
    goal="Write personalized compelling outreach messages for each lead",
    backstory="""You are an expert copywriter specializing in 
    cold outreach. You write messages that feel personal, 
    reference specific details about the company, and 
    clearly communicate value without being salesy.""",
    llm=llm,
    verbose=True
)