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
@tool
def search(query: str)-> str: 
    """A web search tool that returns the first search result from DuckDuckGo.
    Args:
        query: The search query.
    """
    try:
        return DuckDuckGoSearchTool().forward(query)
    except Exception as e:
        return f"Error searching web: {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' 
# 'Qwen/Qwen2.5-Coder-32B-Instruct'

model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud',# it is possible that this model may be overloaded
custom_role_conversions=None,
)


# Import tool from Hub
## text-to-image tool
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
## document-qa tool
# document_qa_tool = load_tool("agents-course/document-qa", trust_remote_code=True) 

@tool
def generate_image(prompt: str) -> str:
    """A tool that generates an image based on a text prompt.
    Args:
        prompt: The text prompt to generate an image
    """
    return image_generation_tool.forward(prompt)

@tool
def document_qa(document: str, question: str) -> str:
    """A tool that answers a question based on a document.
    Args:
        document: The document to search in.
        question: The question to answer.
    """
    
    
    return 


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