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 tools.visit_webpage import VisitWebpageTool

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 tide_time(date: str) -> str:
    """ A tool that checks when the time of the next high tide in Falesia beach in Algarve using DuckDuckGo search.
        Args:
            date: A string representing a valid time in Lisbon time zone.
        Returns: A string representing a valid time of high tide.
    """
    query = f"What is the next high tide time in Falesia beach, Algarve? The current time is {date}"
    try:
        duck_tool = DuckDuckGoSearchTool()
        results = duck_tool(query)
    except Exception as e:
        return f'An error occured while searching: {e}'
        
    if isinstance(results, list):
            if len(results) > 0:
                first_result = results[0]
                if isinstance(first_result, dict):
                    return first_result.get("snippet", "No snippet available for the first result.")
                elif isinstance(first_result, str):
                    return first_result
            return "No tide info found for that date."
    elif isinstance(results, str):
        return results
    else:
        return "No tide info found for that date."
        

@tool
def get_tide_time() -> str:
    """ A tool that visits the given webpage and checks the time of the next high tide in Falesia beach in Algarve.
        Returns: A string representing a valid time of the next high tide.
    """
    url = 'https://www.tideschart.com/Portugal/Faro/Albufeira/Praia-da-Falesia/'
    try:
        web_tool = VisitWebpageTool()
        response = web_tool(url)
        return response
    except Exception as ex:
        return f'An error occured while retrieving: {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
model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud',
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=[get_current_time_in_timezone,get_tide_time,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()