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

from Gradio_UI import GradioUI

# Below is aa tool that searches wikipedia

@tool
def wikipedia_search(query: str, sentences: int = 2) -> str:
    """Search Wikipedia and return a short summary.
    
    Args:
        query: The search term for Wikipedia.
        sentences: The number of sentences to return from the summary.
    """
    try:
        summary = wikipedia.summary(query, sentences=sentences)
        return summary
    except wikipedia.exceptions.DisambiguationError as e:
        return f"Multiple results found: {', '.join(e.options[:5])}..."
    except wikipedia.exceptions.PageError:
        return "No Wikipedia page found for that query."
    except Exception as e:
        return f"An error occurred: {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,
)

    
agent = CodeAgent(
    model=model,
    tools=[final_answer, wikipedia_search], ## 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()