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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 create_fantasy_story(heros_name: str, number_of_chapter: int) -> str: | |
| """A tool that generates a fantasy story based on a hero's name and a specified number of chapters. | |
| Args: | |
| heros_name: The name of the hero or heroine. | |
| number_of_chapter: The number of chapters in the story. | |
| """ | |
| # Story templates for chapters | |
| settings = [ | |
| "in the deep, enchanted forests", | |
| "on the rugged, misty mountains", | |
| "in the mysterious ruins of an ancient civilization", | |
| "in the bustling city of magic" | |
| ] | |
| conflicts = [ | |
| "facing a dragon that terrorizes the land", | |
| "battling a dark sorceress who unleashes sinister magic", | |
| "confronting an ancient curse that turns villagers to stone", | |
| "challenging an army of shadow warriors threatening the kingdom" | |
| ] | |
| resolutions = [ | |
| "bravely saving the day", | |
| "finding a magical ally who helped defeat the threat", | |
| "discovering the secret of an ancient spell", | |
| "engaging in an epic battle that became legendary" | |
| ] | |
| story = f"The Story of {heros_name}:\n\n" | |
| for i in range(1, number_of_chapter + 1): | |
| setting = random.choice(settings) | |
| conflict = random.choice(conflicts) | |
| resolution = random.choice(resolutions) | |
| chapter = (f"Chapter {i}: {arg1} ventures {setting} to confront " | |
| f"{conflict} and ultimately {resolution}.\n") | |
| story += chapter | |
| return story | |
| 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='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=[create_fantasy_story,final_answer], ## 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() |