Spaces:
Sleeping
Sleeping
Update app.py
Browse filesupdating the weather api to use an open spec and added funcitonality.
app.py
CHANGED
|
@@ -1,72 +1,202 @@
|
|
| 1 |
-
from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
|
| 2 |
import datetime
|
| 3 |
import requests
|
| 4 |
import pytz
|
| 5 |
import yaml
|
| 6 |
from tools.final_answer import FinalAnswerTool
|
| 7 |
-
|
| 8 |
from Gradio_UI import GradioUI
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 9 |
|
| 10 |
-
# Below is an example of a tool that does nothing. Amaze us with your creativity !
|
| 11 |
@tool
|
| 12 |
-
def
|
| 13 |
-
|
| 14 |
-
|
| 15 |
Args:
|
| 16 |
-
|
| 17 |
-
|
|
|
|
|
|
|
| 18 |
"""
|
| 19 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 20 |
|
| 21 |
@tool
|
| 22 |
-
def
|
| 23 |
-
"""
|
|
|
|
| 24 |
Args:
|
| 25 |
-
|
|
|
|
|
|
|
|
|
|
| 26 |
"""
|
| 27 |
try:
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 33 |
except Exception as e:
|
| 34 |
-
return f"Error
|
| 35 |
-
@tool
|
| 36 |
-
def get_weather(city):
|
| 37 |
-
import requests
|
| 38 |
-
api_url = f"https://api.weather.com/v1/location/{city}?apiKey=YOUR_API_KEY"
|
| 39 |
-
response = requests.get(api_url)
|
| 40 |
-
if response.status_code == 200:
|
| 41 |
-
data = response.json()
|
| 42 |
-
return data.get("weather", "No weather information available")
|
| 43 |
-
else:
|
| 44 |
-
return "Error: Unable to fetch weather data."
|
| 45 |
-
|
| 46 |
-
# Execute the function and prepare the final answer
|
| 47 |
-
|
| 48 |
-
result = get_weather("New York")
|
| 49 |
-
final_answer = f"The current weather in New York is: {result}"
|
| 50 |
-
print(final_answer)
|
| 51 |
-
|
| 52 |
-
final_answer = FinalAnswerTool()
|
| 53 |
-
model = HfApiModel(
|
| 54 |
-
max_tokens=2096,
|
| 55 |
-
temperature=0.5,
|
| 56 |
-
model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
|
| 57 |
-
custom_role_conversions=None,
|
| 58 |
-
)
|
| 59 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 60 |
|
| 61 |
-
|
| 62 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 63 |
|
|
|
|
| 64 |
with open("prompts.yaml", 'r') as stream:
|
| 65 |
prompt_templates = yaml.safe_load(stream)
|
| 66 |
-
|
| 67 |
agent = CodeAgent(
|
| 68 |
model=model,
|
| 69 |
-
tools=[
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 70 |
max_steps=6,
|
| 71 |
verbosity_level=1,
|
| 72 |
grammar=None,
|
|
@@ -76,5 +206,5 @@ agent = CodeAgent(
|
|
| 76 |
prompt_templates=prompt_templates
|
| 77 |
)
|
| 78 |
|
| 79 |
-
|
| 80 |
GradioUI(agent).launch()
|
|
|
|
| 1 |
+
from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool
|
| 2 |
import datetime
|
| 3 |
import requests
|
| 4 |
import pytz
|
| 5 |
import yaml
|
| 6 |
from tools.final_answer import FinalAnswerTool
|
|
|
|
| 7 |
from Gradio_UI import GradioUI
|
| 8 |
+
from typing import Dict, Tuple, Optional
|
| 9 |
+
|
| 10 |
+
def get_coordinates(city: str) -> Optional[Tuple[float, float]]:
|
| 11 |
+
"""Get coordinates for any city using Open-Meteo Geocoding API."""
|
| 12 |
+
try:
|
| 13 |
+
# Using Open-Meteo's free geocoding API
|
| 14 |
+
geocoding_url = f"https://geocoding-api.open-meteo.com/v1/search?name={city}&count=1&language=en&format=json"
|
| 15 |
+
response = requests.get(geocoding_url, timeout=10)
|
| 16 |
+
|
| 17 |
+
if response.status_code == 200:
|
| 18 |
+
data = response.json()
|
| 19 |
+
if data.get("results"):
|
| 20 |
+
result = data["results"][0]
|
| 21 |
+
return (result["latitude"], result["longitude"])
|
| 22 |
+
return None
|
| 23 |
+
except Exception:
|
| 24 |
+
return None
|
| 25 |
|
|
|
|
| 26 |
@tool
|
| 27 |
+
def get_weather(city: str) -> str:
|
| 28 |
+
"""Get current weather information for a specified city.
|
| 29 |
+
|
| 30 |
Args:
|
| 31 |
+
city: Name of any city in the world
|
| 32 |
+
|
| 33 |
+
Returns:
|
| 34 |
+
str: Weather information including temperature and conditions
|
| 35 |
"""
|
| 36 |
+
try:
|
| 37 |
+
# First get the coordinates for the city
|
| 38 |
+
coords = get_coordinates(city)
|
| 39 |
+
if not coords:
|
| 40 |
+
return f"Sorry, couldn't find coordinates for {city}. Please check the city name and try again."
|
| 41 |
+
|
| 42 |
+
lat, lon = coords
|
| 43 |
+
|
| 44 |
+
# Get weather using Open-Meteo API
|
| 45 |
+
api_url = "https://api.open-meteo.com/v1/forecast"
|
| 46 |
+
params = {
|
| 47 |
+
"latitude": lat,
|
| 48 |
+
"longitude": lon,
|
| 49 |
+
"current": "temperature_2m,wind_speed_10m,relative_humidity_2m",
|
| 50 |
+
"hourly": "temperature_2m,relative_humidity_2m,wind_speed_10m"
|
| 51 |
+
}
|
| 52 |
+
|
| 53 |
+
response = requests.get(api_url, params=params, timeout=10)
|
| 54 |
+
|
| 55 |
+
if response.status_code == 200:
|
| 56 |
+
data = response.json()
|
| 57 |
+
current = data["current"]
|
| 58 |
+
|
| 59 |
+
weather_report = (
|
| 60 |
+
f"Current weather in {city}:\n"
|
| 61 |
+
f"🌡️ Temperature: {current['temperature_2m']}°C\n"
|
| 62 |
+
f"💨 Wind Speed: {current['wind_speed_10m']} km/h\n"
|
| 63 |
+
f"💧 Humidity: {current.get('relative_humidity_2m', 'N/A')}%\n"
|
| 64 |
+
f"\nWould you like to check local bike trails? Use get_bike_trails('{city}')"
|
| 65 |
+
)
|
| 66 |
+
|
| 67 |
+
return weather_report
|
| 68 |
+
else:
|
| 69 |
+
return f"Error fetching weather data. Status code: {response.status_code}"
|
| 70 |
+
|
| 71 |
+
except Exception as e:
|
| 72 |
+
return f"Error fetching weather data: {str(e)}"
|
| 73 |
|
| 74 |
@tool
|
| 75 |
+
def check_biking_conditions(city: str) -> str:
|
| 76 |
+
"""Check if current weather conditions are good for biking in specified city.
|
| 77 |
+
|
| 78 |
Args:
|
| 79 |
+
city: Name of any city in the world
|
| 80 |
+
|
| 81 |
+
Returns:
|
| 82 |
+
str: Assessment of biking conditions based on weather
|
| 83 |
"""
|
| 84 |
try:
|
| 85 |
+
coords = get_coordinates(city)
|
| 86 |
+
if not coords:
|
| 87 |
+
return f"Sorry, couldn't find coordinates for {city}."
|
| 88 |
+
|
| 89 |
+
lat, lon = coords
|
| 90 |
+
|
| 91 |
+
api_url = "https://api.open-meteo.com/v1/forecast"
|
| 92 |
+
params = {
|
| 93 |
+
"latitude": lat,
|
| 94 |
+
"longitude": lon,
|
| 95 |
+
"current": "temperature_2m,wind_speed_10m",
|
| 96 |
+
"hourly": "temperature_2m,relative_humidity_2m,wind_speed_10m"
|
| 97 |
+
}
|
| 98 |
+
|
| 99 |
+
response = requests.get(api_url, params=params, timeout=10)
|
| 100 |
+
|
| 101 |
+
if response.status_code == 200:
|
| 102 |
+
data = response.json()
|
| 103 |
+
current = data["current"]
|
| 104 |
+
temp = current['temperature_2m']
|
| 105 |
+
wind_speed = current['wind_speed_10m']
|
| 106 |
+
|
| 107 |
+
# Assess conditions for biking
|
| 108 |
+
conditions = []
|
| 109 |
+
|
| 110 |
+
if wind_speed > 20:
|
| 111 |
+
conditions.append(f"⚠️ Wind speeds are high ({wind_speed} km/h)")
|
| 112 |
+
if temp < 10:
|
| 113 |
+
conditions.append(f"🌡️ It's cold ({temp}°C) - dress warmly")
|
| 114 |
+
elif temp > 30:
|
| 115 |
+
conditions.append(f"🌡️ It's hot ({temp}°C) - stay hydrated")
|
| 116 |
+
|
| 117 |
+
if conditions:
|
| 118 |
+
return f"Biking conditions in {city}:\n" + "\n".join(conditions)
|
| 119 |
+
else:
|
| 120 |
+
return f"👍 Great conditions for biking in {city}! {temp}°C with moderate wind speeds."
|
| 121 |
+
|
| 122 |
+
else:
|
| 123 |
+
return f"Error checking conditions. Status code: {response.status_code}"
|
| 124 |
+
|
| 125 |
except Exception as e:
|
| 126 |
+
return f"Error checking biking conditions: {str(e)}"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 127 |
|
| 128 |
+
# Keep mock trails data but make it more dynamic
|
| 129 |
+
MOCK_TRAILS = {
|
| 130 |
+
# Dynamic trail generation based on city characteristics
|
| 131 |
+
"default_trails": [
|
| 132 |
+
{
|
| 133 |
+
"name": "{city} Riverside Path",
|
| 134 |
+
"difficulty": "Easy",
|
| 135 |
+
"length": "5.5 miles",
|
| 136 |
+
"description": "Scenic waterfront trail perfect for casual rides",
|
| 137 |
+
"features": ["Waterfront views", "Paved path", "Family-friendly"]
|
| 138 |
+
},
|
| 139 |
+
{
|
| 140 |
+
"name": "{city} Urban Loop",
|
| 141 |
+
"difficulty": "Moderate",
|
| 142 |
+
"length": "8.2 miles",
|
| 143 |
+
"description": "Popular city loop with diverse urban scenery",
|
| 144 |
+
"features": ["City views", "Mixed terrain", "Cultural spots"]
|
| 145 |
+
}
|
| 146 |
+
]
|
| 147 |
+
}
|
| 148 |
|
| 149 |
+
@tool
|
| 150 |
+
def get_bike_trails(city: str) -> str:
|
| 151 |
+
"""Get information about bike trails in a specified city.
|
| 152 |
+
|
| 153 |
+
Args:
|
| 154 |
+
city: Name of any city in the world
|
| 155 |
+
|
| 156 |
+
Returns:
|
| 157 |
+
str: Information about available bike trails
|
| 158 |
+
"""
|
| 159 |
+
# Generate dynamic trails for any city
|
| 160 |
+
trails = []
|
| 161 |
+
for trail_template in MOCK_TRAILS["default_trails"]:
|
| 162 |
+
trail = {
|
| 163 |
+
"name": trail_template["name"].format(city=city),
|
| 164 |
+
"difficulty": trail_template["difficulty"],
|
| 165 |
+
"length": trail_template["length"],
|
| 166 |
+
"description": trail_template["description"],
|
| 167 |
+
"features": trail_template["features"]
|
| 168 |
+
}
|
| 169 |
+
trails.append(trail)
|
| 170 |
+
|
| 171 |
+
response = f"🚲 Suggested Bike Trails in {city}:\n\n"
|
| 172 |
+
|
| 173 |
+
for trail in trails:
|
| 174 |
+
response += (
|
| 175 |
+
f"📍 {trail['name']}\n"
|
| 176 |
+
f" • Difficulty: {trail['difficulty']}\n"
|
| 177 |
+
f" • Length: {trail['length']}\n"
|
| 178 |
+
f" • Description: {trail['description']}\n"
|
| 179 |
+
f" • Features: {', '.join(trail['features'])}\n\n"
|
| 180 |
+
)
|
| 181 |
+
|
| 182 |
+
response += "(Note: These are suggested routes based on typical city features. Always verify local trails and conditions.)"
|
| 183 |
+
|
| 184 |
+
return response
|
| 185 |
|
| 186 |
+
# Initialize agent with all tools
|
| 187 |
with open("prompts.yaml", 'r') as stream:
|
| 188 |
prompt_templates = yaml.safe_load(stream)
|
| 189 |
+
|
| 190 |
agent = CodeAgent(
|
| 191 |
model=model,
|
| 192 |
+
tools=[
|
| 193 |
+
final_answer,
|
| 194 |
+
get_weather,
|
| 195 |
+
get_bike_trails,
|
| 196 |
+
check_biking_conditions,
|
| 197 |
+
get_current_time_in_timezone,
|
| 198 |
+
image_generation_tool
|
| 199 |
+
],
|
| 200 |
max_steps=6,
|
| 201 |
verbosity_level=1,
|
| 202 |
grammar=None,
|
|
|
|
| 206 |
prompt_templates=prompt_templates
|
| 207 |
)
|
| 208 |
|
| 209 |
+
# Launch Gradio UI
|
| 210 |
GradioUI(agent).launch()
|