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 Gradio_UI import GradioUI

# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
#def my_image_tool(prompt: str) -> 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 generates image from the prompt
 #   Args:
  # """
    # Generate image based on the prompt "A cat"
 #   generated_image = image_generator("A cute cat in a field of flowers")
    
  #  return generated_image[0]["image"]  # This will return the generated image
    #return "What magic will you build ?"

@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=[], ## 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
)
final_answer = agent.run("What is the cube of 2?")
print(final_answer)

GradioUI(agent).launch()