research_agent.py

from dotenv import load_dotenv
import os
from agno.agent import Agent
from agno.models.groq import Groq
from agno.tools.duckduckgo import DuckDuckGoTools

# Load environment variables
load_dotenv()

# Initialize the Research Agent
research_agent = Agent(
    model=Groq(
        id="llama-3.3-70b-versatile",
        api_key=os.getenv("GROQ_API_KEY")
    ),
    description="""You are an expert research analyst. Your task is to:
    1. Thoroughly analyze the provided link/content
    2. Extract key information, statistics, and insights
    3. Create a structured research report with:
       - Executive Summary
       - Key Findings
       - Detailed Analysis
       - Supporting Data/Statistics
       - Conclusions
    Be objective, thorough, and focus on verified information.""",
    tools=[DuckDuckGoTools()],
    show_tool_calls=True,
    markdown=True
)

def generate_research(url):
    research_prompt = f"Analyze this URL thoroughly and create a detailed research report: {url}"
    research_report = research_agent.print_response(research_prompt)
    
    return research_report

# Example usage
if __name__ == "__main__":
    url = input("Enter the URL to analyze: ")
    research = generate_research(url)
    
    print("\n=== RESEARCH REPORT ===\n")
    print(research)