app.py

from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel,load_tool,tool
from bs4 import BeautifulSoup
import datetime
import requests
import pytz
from typing import List
import yaml
from tools.final_answer import FinalAnswerTool

from Gradio_UI import GradioUI

@tool
def get_top_ranked_teams(division:str, gender:str, num_teams:int)-> List[dict]:
    """A tool that returns a list of dictionaries containing information about the top "num_teams" ranked teams for a given division and gender.
    This dictionary includes the team name, their board name (i.e. the short form of their name) and their school ID.
    Args:
        division: A string representing the division. This can only take values from ["NCAA Division I", "NCAA Division II", "NCAA Division III].
        gender: A string representing the gender. This can only take values from ["Women", "Men"].
        num_teams: An integer representing the top N teams for which information will be returned.
    """
    api_url = f"https://scoreboard.clippd.com/api/rankings/leaderboard?rankingType=Team&gender={gender}&division={division}&sortField=rank&season=2025&limit={num_teams}&offset=0"
    headers = {
        'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7)',
        'Content-Type': 'application/json'
    }
    response = requests.get(api_url, headers=headers)
    if response.status_code == 200:
        data = response.json()
        schools = data.get("results", [{}])
        school_info = []
        for school in schools:
            school_data = {k: school[k] for k in ["schoolName", "boardName", "schoolId", "eventsWon", "eventsTop3", "strokePlayEvents", "matchPlayEvents"] if k in school}
            school_info.append(school_data)
        return school_info
    else:
        return "Error: Unable to fetch the school information."

@tool
def get_team_results(school_id: str) -> dict:
    """A tool that returns a dictionary of event results for a team using their school ID.
    Args:
        school_id: A string representing the school's ID.
    """
    # Target URL with dynamic school_id
    url = f"https://scoreboard.clippd.com/teams/{school_id}?season=2025"
    
    # Headers to mimic a browser request
    headers = {
        'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7)',
    }
    
    # Dictionary to store extracted data
    golf_data = {}
    
    # Fetch the raw HTML
    response = requests.get(url, headers=headers)
    
    if response.status_code != 200:
        print(f"Failed to retrieve page. Status code: {response.status_code}")
        return golf_data
        
    # Parse HTML content
    soup = BeautifulSoup(response.text, "html.parser")
    
    # Find the specific table
    table = soup.find("table", {
        "class": "w-full table-auto", 
        "data-sentry-component": "InnerTable"
    })
    
    if not table:
        print("No table found on the page")
        return golf_data
    
    # Find all table rows inside tbody
    table_rows = table.select("tbody tr")
    
    for row in table_rows:
        # Extract Event Name
        event_name_tag = row.select_one("td a div div span")
        event_name = event_name_tag.get_text(strip=True) if event_name_tag else ""
        
        # Extract Position
        position_tag = row.select_one("td:nth-of-type(2) p")
        position = position_tag.get_text(strip=True) if position_tag else ""
        
        # Extract Score
        score_tag = row.select_one("td:nth-of-type(3) div div")
        score = score_tag.get_text(strip=True) if score_tag else ""
        
        # Append extracted data to dictionary
        if event_name and position and score:
            golf_data[event_name] = {"Position": position, "Score": score}
    
    return golf_data

@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("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_top_ranked_teams, get_team_results], ## 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()