RAG_Agent / tools.py
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from globals import *
search_tool = DuckDuckGoSearchRun()
def get_weather_info(location: str) -> str:
"""Fetches weather info."""
weather_conditions = [
{"condition": "Rainy", "temp_c": 15},
{"condition": "Clear", "temp_c": 25},
{"condition": "Windy", "temp_c": 20}
]
# Randomly select a weather condition
data = random.choice(weather_conditions)
return f"Weather in {location}: {data['condition']}, {data['temp_c']}°C"
weather_info_tool = Tool(
name='get_weather_info',
func=get_weather_info,
description='Fetches weather info for a given location.'
)
def get_hub_stats(author: str) -> str:
"""Fetches the most downloaded model from the author."""
try:
models = list(list_models(author=author, sort='downloads', direction=-1, limit=1))
if models:
model = models[0]
return f"The most downloaded model by {author} is {model.id} with {model.downloads:,} downloads."
else:
return f"No models found for author {author}."
except Exception as e:
return f"Error fetching models for {author}: {str(e)}"
hub_stats_tool = Tool(
name='get_hub_stats',
func=get_hub_stats,
description='Fetches the most downloaded model from the author.'
)