from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import pytz
import yaml
from tools.final_answer import FinalAnswerTool

from Gradio_UI import GradioUI

# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
    #Keep this format for the description / args / args description but feel free to modify the tool
    """A tool that does nothing yet 
    Args:
        arg1: the first argument
        arg2: the second argument
    """
    return "What magic will you build ?"

@tool
def get_current_time_in_timezone(timezone: str) -> str:
    """A tool that fetches the current local time in a specified timezone.
    Args:
        timezone: A string representing a valid timezone (e.g., 'America/New_York').
    """
    try:
        # Create timezone object
        tz = pytz.timezone(timezone)
        # Get current time in that timezone
        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
        return f"The current local time in {timezone} is: {local_time}"
    except Exception as e:
        return f"Error fetching time for timezone '{timezone}': {str(e)}"

@tool
def kid_activity_tool(age: int, mood: str = "curious") -> str:
    """
    Suggests a creative home activity for a kid with explanation.
    
    Args:
        age (int): Kid's age
        mood (str): Optional mood or theme ("energetic", "calm", "creative", etc.)
    
    Returns:
        str: Activity suggestion with explanation
    """
    if age <= 4:
        activity = "Build a fort with pillows and blankets"
        explanation = "This sparks imagination, builds motor skills, and provides cozy fun."
    elif age <= 7:
        activity = "DIY treasure hunt around the house"
        explanation = "It encourages problem solving and turns ordinary spaces into adventure zones."
    elif age <= 10:
        activity = "Make homemade playdough and create sculptures"
        explanation = "Hands-on crafting improves creativity and fine motor coordination."
    else:
        activity = "Design a comic strip together"
        explanation = "Great for storytelling, art skills, and self-expression."
    
    # Mood-based twist
    if mood == "energetic":
        activity += " — add a timed challenge for extra excitement!"
    elif mood == "calm":
        activity += " — set it up as a quiet corner activity."
    
    return f"Activity: {activity}\nExplanation: {explanation}"




final_answer = FinalAnswerTool()

# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 

model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
custom_role_conversions=None,
)


# Import tool from Hub
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)

with open("prompts.yaml", 'r') as stream:
    prompt_templates = yaml.safe_load(stream)
    
agent = CodeAgent(
    model=model,
    tools=[final_answer], ## add your tools here (don't remove final answer)
    max_steps=6,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    name=None,
    description=None,
    prompt_templates=prompt_templates
)


GradioUI(agent).launch()