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Create weather.py
Browse files- tools/weather.py +91 -0
tools/weather.py
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import json
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import requests
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from typing import Any, Optional
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from smolagents.tools import Tool
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class WeatherForecast(Tool):
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name = "weather_forecast"
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description = "Performs a weather search via open-mateo with openstreetmaps to get latlon then returns the weather results."
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inputs = {'city': {'type': 'string', 'description': 'The name of the city required for weather gathering.'}}
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output_type = "string"
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def __init__(self, max_results=10, **kwargs):
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super().__init__()
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def forward(self) -> str:
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results = self.get_weather_forecast()
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if len(results) == 0:
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raise Exception("No results found! Try a less restrictive/shorter query.")
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postprocessed_results = [f"[{result['title']}]({result['href']})\n{result['body']}" for result in results]
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return "## Search Results\n\n" + "\n\n".join(postprocessed_results)
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def get_weather_forecast(self, city_name: str) -> str:
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"""A tool that fetches the current weather/temperature of a specified city.
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Args:
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city_name: A string representing a valid city (e.g., 'Bangalore').
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"""
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latitude, longitude = self.get_coordinates_no_api_key(city_name)
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base_url = "https://api.open-meteo.com/v1/forecast" # No API key needed for this version
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params = {
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"latitude": latitude,
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"longitude": longitude,
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"hourly": "temperature_2m,precipitation,wind_speed",
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"daily": "temperature_2m_max,temperature_2m_min,precipitation_sum",
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"forecast_days": 7,
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"timezone": "auto"
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}
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try:
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response = requests.get(base_url, params=params) # No headers needed
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response.raise_for_status()
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weatherJSON = response.json()
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cityName = weatherJSON.get('location').get('name')
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cityTemp = weatherJSON.get('hourly').get('temperature_2m')
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averageTemp = round(mean(cityTemp), 1)
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hourlyunits = weatherJSON.get('hourly_units').get('temperature_2m')
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return weather_data
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return f"The current Temperature in {cityName} is {averageTemp}{hourlyunits}!"
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except requests.exceptions.RequestException as e:
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print(f"Error fetching weather data: {e}")
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return None
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except json.JSONDecodeError as e:
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print(f"Error decoding JSON response: {e}")
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return None
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def get_coordinates_no_api_key(self, city_name: str) -> [float, float]:
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"""Gets coordinates using OpenStreetMap's Nominatim (no API key, but with limitations)."""
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# This approach is less reliable and might have rate limits.
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# It's suitable for basic use cases but not for production.
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geocoding_url = "https://nominatim.openstreetmap.org/search" # No API Key needed
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params = {
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"q": city_name,
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"format": "json",
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"limit": 1
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}
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try:
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response = requests.get(geocoding_url, params=params)
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response.raise_for_status()
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geocoding_data = response.json()
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if geocoding_data: # Check if any results were found
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latitude = float(geocoding_data[0]["lat"])
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longitude = float(geocoding_data[0]["lon"])
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return latitude, longitude
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else:
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print(f"Could not find coordinates for {city_name}")
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return None, None
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except requests.exceptions.RequestException as e:
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print(f"Error during geocoding: {e}")
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return None, None
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except (KeyError, IndexError, ValueError) as e: # Handle more potential errors
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print(f"Error parsing geocoding response: {e}")
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return None, None
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