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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 | |
from skyfield.api import load, Topos | |
from skyfield.almanac import find_discrete, moon_phase_fraction | |
import gradio as gr | |
# Load astronomical data | |
planets = load('de421.bsp') # Downloaded from JPL Horizons | |
ts = load.timescale() | |
# Define Zodiac signs and their boundaries | |
ZODIAC_SIGNS = [ | |
("Aries", 0, 30), | |
("Taurus", 30, 60), | |
("Gemini", 60, 90), | |
("Cancer", 90, 120), | |
("Leo", 120, 150), | |
("Virgo", 150, 180), | |
("Libra", 180, 210), | |
("Scorpio", 210, 240), | |
("Sagittarius", 240, 270), | |
("Capricorn", 270, 300), | |
("Aquarius", 300, 330), | |
("Pisces", 330, 360), | |
] | |
def get_moon_position(): | |
"""Calculate the current Moon position in the Zodiac.""" | |
now = datetime.datetime.now(pytz.utc) | |
t = ts.from_datetime(now) | |
# Get the geocentric position of the Moon | |
earth = planets['earth'] | |
moon = planets['moon'] | |
astrometric = earth.at(t).observe(moon) | |
ra, dec, distance = astrometric.radec() | |
# Convert RA to degrees | |
ra_in_degrees = ra._degrees | |
# Determine the Zodiac sign based on RA | |
for sign, start, end in ZODIAC_SIGNS: | |
if start <= ra_in_degrees < end: | |
return f"{sign} ({start}° - {end}°)" | |
return "Unknown" | |
def create_gradio_interface(): | |
"""Create a Gradio interface for the Moon position tool.""" | |
def predict(): | |
moon_pos = get_moon_position() | |
return f"The Moon is currently in {moon_pos}." | |
iface = gr.Interface( | |
fn=predict, | |
inputs=None, | |
outputs="text", | |
title="Moon Position in Zodiac", | |
description="This tool calculates the current position of the Moon in the Zodiac.", | |
) | |
return iface | |
if __name__ == "__main__": | |
# Launch the Gradio interface | |
interface = create_gradio_interface() | |
interface.launch() | |
# Below is an example of a tool that does nothing. Amaze us with your creativity ! | |
def my_custom_tool(arg1:str, arg2:int)-> str: #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 does nothing yet | |
Args: | |
arg1: the first argument | |
arg2: the second argument | |
""" | |
return "What magic will you build ?" | |
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) | |
with open("prompts.yaml", 'r') as stream: | |
prompt_templates = yaml.safe_load(stream) | |
agent = CodeAgent( | |
model=model, | |
tools=[final_answer], ## 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() |