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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 _my_local_name_generator(arg1: str, arg2: str) -> str: | |
| """A tool that generates a localized version of the given name for the specified country. | |
| Args: | |
| arg1: A string representing the user's first name (e.g. David) | |
| arg2: A string representing a country (e.g. Algeria) | |
| Returns: | |
| A localized variant of the name if available, otherwise a fallback message. | |
| """ | |
| localized_names = { | |
| "David": { | |
| "France": "David", | |
| "Russia": "Davit", | |
| "Israel": "Dovid", | |
| "Spain": "David", | |
| "Algeria": "Dawud", | |
| "Italy": "Davide" | |
| }, | |
| "John": { | |
| "France": "Jean", | |
| "Russia": "Ivan", | |
| "Spain": "Juan", | |
| "Italy": "Giovanni", | |
| "Germany": "Johann" | |
| } | |
| } | |
| try: | |
| name_variants = localized_names.get(arg1) | |
| if not name_variants: | |
| return f"Sorry, I don't have localized versions for the name '{arg1}'." | |
| localized_name = name_variants.get(arg2) | |
| if not localized_name: | |
| return f"No localized variant found for '{arg1}' in {arg2}." | |
| return f"In {arg2}, '{arg1}' is commonly known as '{localized_name}'." | |
| except Exception as e: | |
| return f"An error occurred: {str(e)}" | |
| 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() | |
| get_current_time_in_timezone = _get_current_time_in_timezone | |
| my_local_name_generator = _my_local_name_generator | |
| # 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) | |
| # Import web search from DuckDuckGo | |
| websearch = DuckDuckGoSearchTool() | |
| with open("prompts.yaml", 'r') as stream: | |
| prompt_templates = yaml.safe_load(stream) | |
| agent = CodeAgent( | |
| model=model, | |
| tools=[final_answer, image_generation_tool, websearch, get_current_time_in_timezone, my_local_name_generator], ## 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() |