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

# 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 get_commands(arg1:str)-> str:
    """A tool that fetches the commands from a given software.
    Args:
        arg1: the software name.
    """
    duck = DuckDuckGoSearchTool()
    software_query = f"Top 5 commands for the {arg1}"
    results = duck(software_query)
    return f"Here are the top 5 commands for {arg1}:\n{results}"

@tool 
def get_jobs(args1: str, args2: str) -> str:
    """A tool that fetches the jobs from a given location.
    Args:
        args1: the job title.
        args2: the location.
    """
    api = os.getenv('api_key')
    params = {
        "engine": "google_jobs",
        "q": f"{args1} jobs in {args2}",
        "hl": "en",
        "api_key": api
    }

    search = GoogleSearch(params)
    results = search.get_dict()
    jobs = results['jobs_results']
    job_list = ""
    for i in range(5):
        job_list += f"{i+1}. {jobs[i]['apply_options']}\n"
    return f"Here are the top 5 {args1} jobs in {args2}:\n{job_list}"

@tool
def get_wiki(arg1:str)-> str:
    """A tool that fetches the wikipedia page.
    Args:
        arg1: the subject for getting info from wikipedia.
    """
    

@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
model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud',
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,get_commands,get_jobs], ## 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()