app.py

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

from Gradio_UI import GradioUI

TELEGRAM_BOT_TOKEN = os.getenv("TELEGRAM_BOT_TOKEN")
TELEGRAM_CHAT_ID = os.getenv("TELEGRAM_CHAT_ID")

if not TELEGRAM_BOT_TOKEN:
    raise ValueError("TELEGRAM_BOT_TOKEN is missing! Did you set it in Hugging Face Secrets?")

# 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 post_to_telegram(message: str) -> str:
    """Posts a message to a Telegram channel using a bot.
    
    Args:
        message: The text to post in the Telegram channel.
    
    Returns:
        A success or failure message.
    """
    url = f"https://api.telegram.org/bot{TELEGRAM_BOT_TOKEN}/sendMessage"
    payload = {"chat_id": TELEGRAM_CHAT_ID, "text": message}

    try:
        response = requests.post(url, json=payload)
        response_data = response.json()
        
        if response_data.get("ok"):
            return "Message successfully posted to Telegram!"
        else:
            return f"Failed to post message: {response_data.get('description')}"
    
    except Exception as e:
        return f"Error posting to Telegram: {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)}"

@tool
def generate_post(subject: str, max_length: int = 200) -> str:
    """Generates a concise and well-structured post about a given subject.
    
    Args:
        subject: The topic to generate a post about.
        max_length: The maximum length of the post in characters (default: 200).
    
    Returns:
        A well-structured, engaging post about the subject.
    """
    prompt = f"Write a concise and engaging social media post about {subject}. Limit the response to {max_length} characters."

    try:
        global model  # Ensure the model is accessible
        response = model.run(prompt)  # Use .run() instead of .generate_text()
        
        return response[:max_length]  # Trim response if needed
    except Exception as e:
        return f"Error generating post about '{subject}': {str(e)}"


@tool
def generate_image(description: str) -> str:
    """Generates an image based on a textual description.
    
    Args:
        description: A detailed description of the image to generate.
    
    Returns:
        A URL or path to the generated image, or an error message if the generation fails.
    """
    try:
        # Use the loaded image generation tool or an external service
        global image_generation_tool
        response = image_generation_tool(description)
        
        # Assuming the tool returns a URL or a path to the generated image
        return response
    except Exception as e:
        return f"Error generating image: {str(e)}"

@tool
def generate_joke(subject: str) -> str:
    """Generates a joke about a specific subject.
    
    Args:
        subject: The topic or subject for the joke.
    
    Returns:
        A humorous and creative joke about the given subject.
    """
    prompt = f"Write a funny and creative joke about {subject}. Keep it short and engaging."
    
    try:
        global model
        response = model.run(prompt)
        
        return response.strip()
    except Exception as e:
        return f"Error generating joke about '{subject}': {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,
)


# 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,generate_joke,post_to_telegram], ## 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()