app.py

from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool, LiteLLMModel
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 search_articles(query: str) -> str:
    """
    DuckDuckGo 검색을 사용하여 기사를 검색하고 결과를 반환합니다.

    Args:
        query: 검색어.
    Returns:
        검색 결과 문자열.
    """
    try:
        results = ddg(query, max_results=5) # max_results는 검색 결과의 수를 지정합니다.
        if results:
            formatted_results = "\n".join([f"Title: {r['title']}\nLink: {r['href']}\nSnippet: {r['body']}" for r in results])
            return formatted_results
        else:
            return "검색 결과가 없습니다."
    except Exception as e:
        return f"오류 발생: {str(e)}"



final_answer = FinalAnswerTool()
model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='https://wxknx1kg971u7k1n.us-east-1.aws.endpoints.huggingface.cloud',# it is possible that this 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=[search_articles,final_answer], ## 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()