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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 typing import List, Dict | |
| from Gradio_UI import GradioUI | |
| def get_country_data_by_country_name(country_name: str) -> List[Dict]: | |
| """ | |
| Fetches and prints data for a country from the REST Countries API. | |
| Args: | |
| country_name (str): The common name of the country (e.g., "France"). | |
| """ | |
| # The API URL to search by country name | |
| api_url = f"https://restcountries.com/v3.1/name/{country_name}" | |
| try: | |
| # Make the GET request | |
| response = requests.get(api_url) | |
| # Raise an exception for bad status codes (4xx or 5xx) | |
| response.raise_for_status() | |
| # The API returns a list of countries, even for a single-name search | |
| data = response.json() | |
| # We'll work with the first country in the list | |
| country = data[0] | |
| print(f"Country: {country['name']['common']}") | |
| print(f"Capital: {country['capital'][0]}") | |
| print(f"Region: {country['region']}") | |
| print(f"Population: {country['population']:,}") | |
| return data | |
| except requests.exceptions.HTTPError as errh: | |
| print(f"HTTP Error: {errh}") | |
| except requests.exceptions.ConnectionError as errc: | |
| print(f"Error Connecting: {errc}") | |
| except requests.exceptions.Timeout as errt: | |
| print(f"Timeout Error: {errt}") | |
| except requests.exceptions.RequestException as err: | |
| print(f"Something went wrong: {err}") | |
| except IndexError: | |
| print(f"No data found for country '{country_name}'. Check the spelling.") | |
| except Exception as e: | |
| print(f"An unexpected error occurred: {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() | |
| # 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) | |
| search_tool = DuckDuckGoSearchTool() | |
| with open("prompts.yaml", 'r') as stream: | |
| prompt_templates = yaml.safe_load(stream) | |
| agent = CodeAgent( | |
| model=model, | |
| tools=[final_answer, image_generation_tool, search_tool, get_current_time_in_timezone, get_country_data_by_country_name], ## 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() |