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| 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 | |
| # Below is an example of a tool that does nothing. Amaze us with your creativity ! | |
| def scrape_wiki_fifa_winners(year: int, cat: str) -> str: | |
| """ | |
| This tool is used to obtain information regarding FIFA World Cup winners | |
| for the male and female soccer competitions. | |
| Args: | |
| year: An integer representing the year of the World Cip. | |
| cat: A string representing The competition category, either "Men" or "Women". | |
| """ | |
| import requests | |
| from bs4 import BeautifulSoup | |
| def get_fifa_winners(): | |
| """Scrapes Wikipedia for FIFA World Cup winners and returns a dictionary.""" | |
| url = "https://en.wikipedia.org/wiki/List_of_FIFA_World_Cup_finals" | |
| response = requests.get(url) | |
| soup = BeautifulSoup(response.text, 'html.parser') | |
| winners = {} | |
| tables = soup.find_all("table", {"class": "wikitable"}) | |
| categories = ["Men", "Women"] | |
| for idx, table in enumerate(tables[:2]): # First two tables (Men's and Women's WC) | |
| rows = table.find_all("tr")[1:] # Skip header row | |
| for row in rows: | |
| cols = row.find_all("td") | |
| if len(cols) >= 2: | |
| year = cols[0].text.strip() | |
| winner = cols[1].text.strip() | |
| winners.setdefault(categories[idx], {})[year] = winner | |
| return winners | |
| if arg2 not in ["Men", "Women"]: | |
| return "Error: Invalid category. Choose either 'Men' or 'Women'." | |
| fifa_winners = get_fifa_winners() | |
| year_str = str(arg1) # Convert year to string since dictionary keys are strings | |
| if year_str not in fifa_winners[arg2]: | |
| return f"Error: No data available for the year {arg1} in the {arg2} category." | |
| return f"The winner of the {arg2} World Cup in {arg1} was {fifa_winners[arg2][year_str]}." | |
| 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='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 | |
| 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,scrape_wiki_fifa_winners, get_current_time_in_timezone], ## 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() |