from smolagents import Tool
from typing import Any, Optional

class SimpleTool(Tool):
    name = "get_user_background"
    description = "Retrieves a user's background information based on their name, \nproviding a personalized experience."
    inputs = {"name":{"type":"string","description":"The name of the person to look up."}}
    output_type = "string"

    def forward(self, name: str) -> str:
        """
        Retrieves a user's background information based on their name, 
        providing a personalized experience.

        Args:
            name: The name of the person to look up.

        Returns:
            str: A brief description of the user's background and interests,
                 or a default message if the user is not found.
        """
        database = {
        "sayed": "Sayed is a data scientist in his final year of engineering. He is not a dog person. He is eager to learn about AI agents, LLMs, Azure Cloud, and computer vision topics like tracking.",
        "sara": "Sara is a medical student specializing in neurology. She is passionate about brain-computer interfaces, neuroimaging, and understanding cognitive disorders. She loves cats.",
        "ahmed": "Ahmed is an economist focusing on financial markets and behavioral economics. He enjoys analyzing stock trends, economic policies, and market predictions using data-driven methods."
      }


        name_lower = name.lower()
        return database.get(name_lower, f"Hello, {name.title()}! I don't have details about you yet, but I'd love to learn more.")