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_job_tool(arg1: 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 fetches jobs offers located in France from linkedin website
    Args:
        arg1: A string representing a job position that the user looking for (e.g,'data scientis','marketing', 'pilote')
    """

    url = "https://fresh-linkedin-profile-data.p.rapidapi.com/search-jobs"

    payload = {
	"keywords": arg1,
	"geo_code": 105015875,
	"date_posted": "Any time",
	"experience_levels": [],
	"title_ids": [],
	"onsite_remotes": [],
	"functions": [],
	"industries": [],
	"job_types": [],
	"sort_by": "Most relevant",
	"easy_apply": "false",
	"under_10_applicants": "false",
	"start": 0
    }

    try:
        headers = {
	"x-rapidapi-key": "7aecb4cbd6msha8da9af808d2e76p13d68fjsn9c8adf856ba2",
	"x-rapidapi-host": "fresh-linkedin-profile-data.p.rapidapi.com",
	"Content-Type": "application/json"
        }

        response = requests.post(url, json=payload, headers=headers)
        jobs = response.json().get("data", [])[:5]

        return "\n\n".join(
            f"{job.get('job_title', 'No title')} at {job.get('company', 'Unknown company')}\n"
            f"Location: {job.get('location', 'Unknown location')}\n"
            f"Link: {job.get('job_url', 'No URL')}"
            for job in jobs
        )
        return result
        
    except Exception as e:
        return f"Error fetching time for timezone '{timezone}': {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)}"


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