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

from Gradio_UI import GradioUI

@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 concatenates the arg1 string arg2 times to form a new string
    Args:
        arg1: the first argument
        arg2: the second argument
    """
    return arg1 * arg2

@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_accompaniment(requirement: str) -> str:
    """A tool that generate accompaniment in ABC notation format based on the requirement.
    Args:
        requirement: A string describing the accompaniment requirement (e.g., 'jazz piano accompaniment').
    """
    return """X:1
 T:Frère Jacques
 M:4/4
 L:1/8
 K:F
 F2 G2 A2 F2 | F2 G2 A2 F2 | A2 B2 c4 | A2 B2 c4 |
 cd cB A2 F2 | cd cB A2 F2 | G2 C2 F4 | G2 C2 F4 ||"""

web_search = DuckDuckGoSearchTool()
visit_webpage = VisitWebpageTool()
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,
)

with open("prompts.yaml", 'r') as stream:
    prompt_templates = yaml.safe_load(stream)
    
agent = CodeAgent(
    model=model,
    tools=[my_custom_tool, get_current_time_in_timezone, web_search, final_answer, visit_webpage, generate_accompaniment], ## 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()