app.py

import os
from huggingface_hub import login

def main():
    # Read the token from an environment variable
    token = os.getenv("hugging_face_api")

    if token is None:
        raise ValueError("Hugging Face token not found in environment variables.")

    # Log in to Hugging Face Hub
    login(token=token)

    # Continue with the rest of your script
    print("Successfully logged in to Hugging Face Hub.")

if __name__ == "__main__":
    main()

from smolagents import tool , HfApiModel, CodeAgent
import gradio as gr


@tool 
def area_of_circle(radius:float)->float:
  """Calculate the area of a circle.

  Args:
    radius: The radius of the circle.

  Returns:
    The area of the circle.
  """
  return 3.14 * radius * radius

@tool 
def area_of_rectangle(length:float, width:float)->float:
  """Calculate the area of a rectangle.

  Args:
    length: The length of the rectangle.
    width: The width of the rectangle.

  Returns:
    The area of the rectangle.
  """
  return length * width

@tool 
def area_of_triangle(base:float, height:float)->float:
  """Calculate the area of a triangle.

  Args:
    base: The base of the triangle.
    height: The height of the triangle.

  Returns:
    The area of the triangle.
  """
  return 0.5 * base * height

@tool
def area_of_square(side:float)->float:
  """Calculate the area of a square.

  Args:
    side: The side of the square.

  Returns:
    The area of the square.
  """
  return side * side



model = HfApiModel(
    "Qwen/Qwen2.5-72B-Instruct",
    provider="together",
    max_tokens=4096,
    temperature=0.1
)

agent=CodeAgent(
    model=model,
    tools=[area_of_circle, area_of_rectangle, area_of_triangle, area_of_square],
    max_steps=10,
    verbosity_level=2.0,
    additional_authorized_imports=['math','numpy']
                )

def run_agent(task: str) -> str:
    """Run the agent with the given task and return the result."""
    result = agent.run(task)
    return str(result)

ui = gr.Interface(
    fn=run_agent,
    inputs=gr.Textbox(lines=2, placeholder="Enter your task here, e.g., 'Calculate the area of a rectangle with length 5 and width 10'..."),
    outputs="text",
    title="Area Calculator Agent",
    description="Enter a task to calculate the area of a shape."
)

# Launch the interface
ui.launch()