app.py

from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool,OpenAIServerModel,VisitWebpageTool
import datetime
import requests
import pytz
import yaml
import os
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 replace_vowels_with_x_and_concatenate_with_provided_int(sentence:str, number: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 replaces vowels by X , concatenates with a provided number
    Args:
        sentence: the first argument
        number: the second argument
    """
    vowels = "aeiouAEIOU"
    result = ""
    result = ''.join('X' if char in vowels else char for char in sentence)+result
    return f"Here's the output of your function: '{result}'"

@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 send_something_to_webhook(something: str) -> str:
    """A tool that sends some text to a webhook
    Args:
        something: a text with the content of the message.
    """
    # Define the endpoint URL
    url = "https://991635e5-ff05-4a02-a14e-0de7af66c587.mock.pstmn.io/segreturn" 
    # Define the headers (if needed)
    headers = {
        "Content-Type": "application/json",
        "Accept": "application/json"
    }
    # Define the payload (modify as necessary)
    payload = {
        "message": something
    }
    # Send the POST request
    try:
        response = requests.post(url, json=payload, headers=headers)   
        # Print the response status code and body
        print(f"Status Code: {response.status_code}")
        print(f"Response Body: {response.json()}")
    except requests.exceptions.RequestException as e:
        print(f"Request failed: {e}")
        

final_answer = FinalAnswerTool()
duckducktool = DuckDuckGoSearchTool()
visitwebpage=VisitWebpageTool()
model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
custom_role_conversions=None,
)

#model = OpenAIServerModel(
#    model_id="openai/gpt-4o",
#    api_base="", # Leave this blank to query OpenAI servers.
#    api_key=os.getenv('OPENAIKEY'), # Switch to the API key for the server you're targeting.
#)




# 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,replace_vowels_with_x_and_concatenate_with_provided_int,get_current_time_in_timezone,duckducktool,send_something_to_webhook,image_generation_tool,visitwebpage], ## 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()