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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 secret_number_guesser(guess: int) -> str: | |
| """ | |
| A tool that contains a secret number between 0 and 100. It provides hints ('greater than', 'less than', or 'equals to') | |
| based on the input guess compared to the secret number. The secret number is hidden from the agent. | |
| Args: | |
| guess (int): The number guessed by the user, which will be compared to the secret number. | |
| Returns: | |
| str: A hint indicating whether the guess is greater than, less than, or equal to the secret number. | |
| Returns an error message if the guess is out of bounds or not an integer. | |
| """ | |
| secret_number = 42 # The secret number to guess (hidden from the agent) | |
| # Input validation | |
| if not isinstance(guess, int): | |
| return "Error: The guess must be an integer." | |
| if guess < 0 or guess > 100: | |
| return "Error: The guess must be between 0 and 100." | |
| # Compare the guess to the secret number | |
| if guess < secret_number: | |
| return "less than the secret number" | |
| elif guess > secret_number: | |
| return "greater than the secret number" | |
| else: | |
| return "equals to the secret number" | |
| 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() | |
| model = HfApiModel( | |
| max_tokens=2096, | |
| temperature=0.5, | |
| model_id='https://wxknx1kg971u7k1n.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, secret_number_guesser], ## 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() |