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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 | |
| def calculate_days_until_date(future_date: str) -> int: | |
| """Calculates the number of days until a specified future date. | |
| Args: | |
| future_date: The future date in YYYY-MM-DD format. | |
| Returns: | |
| The number of days until the future date. | |
| """ | |
| future_date_obj = datetime.datetime.strptime(future_date, "%Y-%m-%d").date() | |
| today = datetime.date.today() | |
| return (future_date_obj - today).days | |
| def generate_travel_plan(weather_forecast: str, days_until_date: int, city: str) -> str: | |
| """Generates a travel plan based on weather, days until travel, and city. | |
| Args: | |
| weather_forecast: The weather forecast string. | |
| days_until_date: The number of days until the travel date. | |
| city: The name of the city. | |
| Returns: | |
| A string containing the travel plan. | |
| """ | |
| if "rain" in weather_forecast.lower(): | |
| return f"Since it will be rainy in {city}, pack an umbrella. You are travelling in {days_until_date} days." | |
| elif "sunny" in weather_forecast.lower(): | |
| return f"Enjoy the sunshine in {city}! You are travelling in {days_until_date} days." | |
| else: | |
| return f"Travel plan for {city} in {days_until_date} days. Weather is {weather_forecast}." | |
| 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: | |
| tz = pytz.timezone(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', | |
| # 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) | |
| search_tool = DuckDuckGoSearchTool() | |
| with open("prompts.yaml", 'r') as stream: | |
| prompt_templates = yaml.safe_load(stream) | |
| agent = CodeAgent( | |
| model=model, | |
| tools=[ | |
| final_answer, | |
| image_generation_tool, | |
| search_tool, #replace get_weather_forecast and get_weather_api_key | |
| calculate_days_until_date, | |
| generate_travel_plan, | |
| 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() |