from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import pytz
import yaml
from tools.final_answer import FinalAnswerTool
from todoist_api_python.api import TodoistAPI


from Gradio_UI import GradioUI

# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def show_projects(token:str)-> str:
    """A tool that shows all the projects available in todoist account 
    Args:
        token: the token for the account of user that we want to show the projects.
    """
    
    api = TodoistAPI(token)

    try:
        projects = api.get_projects()
        projects = [project.name for project in projects] 
        return projects
    except Exception as error:
        return error
        
@tool
def add_project(token:str, name:str)-> str:
    """A tool that adds projects in todoist account and then shows the info for projrct.
    Args:
        token: the token for the account of user that we want to add the project to.
        name: the name of the project that we want to add.
    """
    
    api = TodoistAPI(token)

    try:
        project = api.add_project(name)
        projects = api.get_projects()
        projects = [project.name for project in projects] 
        return projects
    except Exception as error:
        return error


@tool
def search_web(query:str)-> str: 
    
    """A tool that searchs the web to respond the question asked
    Args:
        query: the question asked by user that we can search the web for.
    """
    search = DuckDuckGoSearchTool()
    output = search.forward(query)
    
    return output

@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("black-forest-labs/FLUX.1-dev", trust_remote_code=True)
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_current_time_in_timezone,image_generation_tool,search_web,show_projects, add_project], ## 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()