app.py

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 get_weather_info(city: str) -> str:
    """A tool that fetches current weather information for a specified city.
    Args:
        city: The name of the city to get weather information for (e.g., 'London', 'New York').
    """
    try:
        # Using a free weather API (OpenWeatherMap alternative)
        # Note: In a real implementation, you'd want to use an API key
        url = f"https://wttr.in/{city}?format=j1"
        response = requests.get(url, timeout=10)
        
        if response.status_code == 200:
            data = response.json()
            current = data['current_condition'][0]
            weather_desc = current['weatherDesc'][0]['value']
            temp_c = current['temp_C']
            temp_f = current['temp_F']
            humidity = current['humidity']
            
            return f"Weather in {city}: {weather_desc}, {temp_c}°C ({temp_f}°F), Humidity: {humidity}%"
        else:
            return f"Could not fetch weather data for {city}"
    except Exception as e:
        return f"Error fetching weather for '{city}': {str(e)}"

@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)}"


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,
)

# Initialize additional tools
search_tool = DuckDuckGoSearchTool()

# 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, get_weather_info, get_current_time_in_timezone, image_generation_tool, search_tool], ## 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()