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from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool | |
import datetime | |
from datetime import date | |
import requests | |
import pytz | |
import yaml | |
from tools.final_answer import FinalAnswerTool | |
from tools.visit_webpage import VisitWebpageTool | |
from Gradio_UI import GradioUI | |
import os | |
from huggingface_hub import login | |
login(token = os.getenv('nangelov_hf_token')) | |
FOOTBALL_DATA_TOKEN = os.getenv('football_data_token') | |
def get_Competition_Code(competition_name: str)-> str: | |
"""A tool that returns the competition code for a given competition name. | |
Args: | |
competition_name: A string representing the full name of the competition, e.g., "Premier League" or "Bundesliga". | |
""" | |
competitions = { | |
"WC": "FIFA World Cup", | |
"CL": "UEFA Champions League", | |
"BL1": "Bundesliga", | |
"DED": "Eredivisie", | |
"BSA": "Campeonato Brasileiro Série A", | |
"PD": "Primera Division", | |
"FL1": "Ligue 1", | |
"ELC": "Championship", | |
"PPL": "Primeira Liga", | |
"EC": "European Championship", | |
"SA": "Serie A", | |
"PL": "Premier League" | |
} | |
print(competition_name) | |
# Iterate through the dictionary to find the matching competition name. | |
for code, name in competitions.items(): | |
if name.lower() == competition_name.lower(): | |
print(code) | |
return code | |
# Return None if no match is found. | |
return None | |
def search_Competition_Matches_Results_By_Date(competition_code: str, matchday: int)-> dict: | |
"""A tool that fetch football games results for a given competition from a specified date. | |
Args: | |
competition_code: A string representing the code of the competition, e.g., "Premier League" or "Bundesliga". | |
matchday: An integer representing the matchday for which to retrieve match results format: Integer /[1-4]+[0-9]*/. | |
""" | |
# Create the URL using an f-string | |
url = f'https://api.football-data.org/v4/competitions/{competition_code}/matches?matchday={matchday}' | |
print(url) | |
# Set up the headers with your API token. | |
headers = { | |
'X-Auth-Token': FOOTBALL_DATA_TOKEN | |
} | |
# Make the request | |
response = requests.get(url, headers=headers) | |
# Check if the request was successful. | |
if response.status_code == 200: | |
return response.json() # Parse and return the JSON response. | |
else: | |
# Return error details as a dict | |
return {"error": response.status_code, "message": response.text} | |
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() | |
visit_webpage = VisitWebpageTool() | |
# 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, visit_webpage, search_Competition_Matches_Results_By_Date, get_current_time_in_timezone, get_Competition_Code], ## 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() |