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import datetime
import os
import pytz
import yaml
from smolagents import CodeAgent, HfApiModel, load_tool, tool
from Gradio_UI import GradioUI
from tools.final_answer import FinalAnswerTool
from tools.visit_webpage import VisitWebpageTool
from tools.web_search import DuckDuckGoSearchTool
print(os.getenv("HF_TOKEN"))
# Below is an example of a tool that does nothing. Amaze us with your creativity !
import requests
@tool
def get_my_ip_info() -> dict:
"""Fetches the current user's public IP and provides geolocation info."""
try:
# Step 1: Get public IP
ip_response = requests.get("https://api64.ipify.org?format=json")
if ip_response.status_code != 200:
return {"error": "Error fetching public IP."}
user_ip = ip_response.json().get("ip", "Unknown IP")
# Step 2: Get geolocation details from IP-API
geo_response = requests.get(f"http://ip-api.com/json/{user_ip}")
if geo_response.status_code != 200:
return {"error": "Error fetching IP geolocation."}
data = geo_response.json()
if data.get("status") == "fail":
return {"error": f"IP lookup failed: {data.get('message', 'Invalid IP')}"}
# Step 3: Return formatted response
return {
"Public IP": data["query"],
"Country": f"{data['country']} ({data['countryCode']})",
"Region": f"{data['regionName']} ({data['region']})",
"City": data["city"],
"PROVIDER": data["isp"],
"PROVIDER_DETAILED": data.get("as", "N/A"),
"Latitude": data["lat"],
"Longitude": data["lon"],
"Timezone": data["timezone"]
}
except Exception as e:
return {"error": str(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()
search = DuckDuckGoSearchTool()
visit_webpage = VisitWebpageTool()
# 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)
with open("prompts.yaml", 'r') as stream:
prompt_templates = yaml.safe_load(stream)
agent = CodeAgent(
model=model,
tools=[final_answer, get_my_ip_info, get_current_time_in_timezone, image_generation_tool, search, visit_webpage],
max_steps=6,
verbosity_level=1,
grammar=None,
planning_interval=None,
name=None,
description=None,
prompt_templates=prompt_templates
)
GradioUI(agent).launch()
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