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| from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool | |
| import datetime | |
| import requests | |
| import pytz | |
| import yaml | |
| import os | |
| 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 my_custom_tool(arg1:int, arg2:int, arg3:str)-> str: #it's import to specify the return type | |
| """A tool that performs the specified mathematical operation on the specified integer arguments | |
| Args: | |
| arg1: the first integer | |
| arg2: the second integer | |
| arg3: the operator as string. Supported operations are "+","-","*","/" | |
| """ | |
| match arg3: | |
| case "*": | |
| result = arg1 * arg2 | |
| return f"The result is: '{result}'" | |
| case "/": | |
| if(arg2!=0): | |
| result = arg1 / arg2 | |
| return f"The result is: '{result}'" | |
| else: | |
| return f"Error: Division by zero not possible" | |
| case "+": | |
| result = arg1 + arg2 | |
| return f"The result is: '{result}'" | |
| case "-": | |
| result = arg1 - arg2 | |
| return f"The result is: '{result}'" | |
| case _: | |
| return f"Error: '{arg3}' is an unsupported operation, Supported operations are +,-,*,/" | |
| 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 | |
| #model_id='https://jc26mwg228mkj8dw.us-east-1.aws.endpoints.huggingface.cloud', # worked!! | |
| #model_id='Qwen/Qwen2.5-Coder-3B-Instruct', | |
| #model_id='deepseek-ai/DeepSeek-R1-Distill-Qwen-32B', | |
| model_id='https://i3krvakf2arisixm.us-east-1.aws.endpoints.huggingface.cloud', | |
| token=os.getenv('HF_TOKEN_WRITE'), | |
| 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, my_custom_tool, 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() |