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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 get_joke(arg1:str = "random", arg2:int=1)-> list: #it's import to specify the return type | |
| #Keep this format for the description / args / args description but feel free to modify the tool | |
| """A tool that fetches a number of jokes of a type from list ["random", "programming"]. default arg1 is "random". | |
| Args: | |
| arg1: joke type from list ["random", "programming"] by default the type is random | |
| arg2: number of jokes | |
| returns: | |
| a list of jokes. | |
| """ | |
| result=[] | |
| for i in range(arg2): | |
| try: | |
| if arg1=="programming": | |
| r = requests.get("https://official-joke-api.appspot.com/jokes/programming/random") | |
| else: | |
| r = requests.get("https://official-joke-api.appspot.com/jokes/random") | |
| if r.status_code == 200: | |
| if arg1 == "random": | |
| joke = r.json() | |
| else: | |
| joke = r.json() # fix programming | |
| joke =joke[0] | |
| #print(f"joke = {joke}") | |
| if ("setup" in joke and "punchline" in joke): | |
| result.append({"setup":joke["setup"], "punchline":joke["punchline"]}) | |
| else: | |
| result.append({"error": "FORMAT ERROR"}) | |
| else: | |
| result.append({"error": f"Failed to fetch joke. Status code: {r.status_code}"}) | |
| except Exception as e: | |
| result.append({"error": str(e)}) | |
| return result | |
| 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=model_id, | |
| 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, get_current_time_in_timezone , get_joke], ## 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() |