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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
@tool
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}")
@tool
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() |