app.py

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


# Below is an example of a tool that does nothing. Amaze us with your creativity !

@tool
def generate_headlines(topic: str) -> str:
    """Generates 3 SEO-optimized headlines based on a given topic or keyword.
    Args:
        topic: The subject or keyword for the article.
    """
    prompt = f"Generate 3 catchy, SEO-friendly headlines for a blog post about: {topic}"
    return prompt
    
@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,
)


# 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=[generate_prompts],  #
    max_steps=6,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    name="SEOHeadlineAgent",
    description="Generates SEO-optimized headlines based on a topic.",
    prompt_templates=prompt_templates
)



GradioUI(agent).launch()