app.py

# credit : Horoscope data is being scraped from 'https://astrotalk.com'

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 ?"

# My custom tool
@tool
def get_cocktail_recipe(cocktail:str)-> str:
    #Keep this format for the description / args / args description but feel free to modify the tool
    """A tool that returns the recipe of a cocktail
    Args:
        cocktail: it's the cocktail name
    """
    try:
        #importing necessary liabraries
        import requests

         # Making a GET request
        response = requests.get(f'https://www.thecocktaildb.com/api/json/v1/1/search.php?i={cocktail}')

        # Parsing the JSON response
        ingredients = response.json()['ingredients']

        # Converting tag object to string 
        list = []
        for item in ingredients[:6]:
          list.append(item['strIngredient'])
        return f"The ingredients for the cocktail {cocktail} are: {', '.join(list)}"

    except Exception as e:
        return f"Error fetching the cocktail recipe."

@tool
def get_horoscope(zodiac_sign: str) -> str:
    """A tool that fetches tomorrows horoscope prediction given a zodiac sign.
    Args:
        zodiac_sign: A string representing a zodiac sign (e.g., 'leo').
    """
    try:
        #importing necessary liabraries
        import requests
        from bs4 import BeautifulSoup
        
        # Making a GET request
        r = requests.get(f'https://astrotalk.com/horoscope/tomorrow-horoscope/{zodiac_sign}')

        # Parsing the HTML
        soup = BeautifulSoup(r.content, 'html.parser')
        s = soup.find('div', class_='parah_aries_horocope')
        content = soup.find_all('p')

        # Converting tag object to string 
        l = []
        for item in content[:6]:
          l.append(item.get_text())

        return f"Tomorros's horoscope for the sign of {zodiac_sign} is as follow:"+ "\n" + " ".join(l)
        
    except Exception as e:
        return f"Error fetching the horoscope."
        
@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()

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', # 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:
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, image_generation_tool, get_horoscope, get_current_time_in_timezone, get_cocktail_recipe], ## 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()