Spaces:
Sleeping
Sleeping
| from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool | |
| import datetime | |
| import pytz | |
| import yaml | |
| from tools.final_answer import FinalAnswerTool | |
| from bs4 import BeautifulSoup # for web scraping | |
| from Gradio_UI import GradioUI | |
| def fetch_marathon_plan(goal_time: str) -> str: | |
| """Fetches a marathon training plan based on a goal time. | |
| Args: | |
| goal_time: Desired marathon completion time (e.g., '4:00', '3:30'). | |
| Returns: | |
| A link to a training plan or summary of key details. | |
| """ | |
| search_tool = DuckDuckGoSearchTool() | |
| query = f"marathon training plan {goal_time} site:runnersworld.com" | |
| results = search_tool.search(query) | |
| if results: | |
| return f"Here is a recommended training plan for {goal_time}: {results[0]['url']}" | |
| else: | |
| return f"Could not find a specific plan for {goal_time}, but you can check Runner's World for more details." | |
| # Fetch marathons in Europe for 2025 | |
| def fetch_european_marathons_2025() -> str: | |
| """Fetches a list of marathons in Europe in 2025 from MarathonRunnersDiary.""" | |
| url = "http://www.marathonrunnersdiary.com/races/europe-marathons-list.php" | |
| response = requests.get(url) | |
| if response.status_code != 200: | |
| return "Failed to fetch marathon data." | |
| soup = BeautifulSoup(response.text, 'html.parser') | |
| # Locate the marathon table (this is based on the structure of the website) | |
| marathons = [] | |
| table = soup.find('table', {'class': 'racedatatable'}) # Adjust the class if necessary | |
| if table: | |
| rows = table.find_all('tr')[1:] # Skip the header row | |
| for row in rows: | |
| columns = row.find_all('td') | |
| if len(columns) >= 4: | |
| marathon_name = columns[0].get_text(strip=True) | |
| marathon_date = columns[1].get_text(strip=True) | |
| marathon_location = columns[2].get_text(strip=True) | |
| marathons.append(f"{marathon_name} on {marathon_date} in {marathon_location}") | |
| if marathons: | |
| return "\n".join(marathons) | |
| else: | |
| return "No marathons found for 2025." | |
| final_answer = FinalAnswerTool() | |
| 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 | |
| model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud', | |
| ) | |
| with open("prompts.yaml", 'r') as stream: | |
| prompt_templates = yaml.safe_load(stream) | |
| agent = CodeAgent( | |
| model=model, | |
| tools=[final_answer, fetch_marathon_plan, fetch_european_marathons_2025], | |
| max_steps=6, | |
| verbosity_level=1, | |
| grammar=None, | |
| planning_interval=None, | |
| name=None, | |
| description=None, | |
| prompt_templates=prompt_templates | |
| ) | |
| GradioUI(agent).launch() |