from smolagents import DuckDuckGoSearchTool from smolagents import Tool import random import requests from huggingface_hub import list_models # Initialize the DuckDuckGo search tool #search_tool = DuckDuckGoSearchTool() class WeatherInfoTool(Tool): name = "weather_info" description = "Fetches dummy weather information for a given location." inputs = { "location": { "type": "string", "description": "The location to get weather information for." } } output_type = "string" def forward(self, location: str): # Dummy weather data 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" class HubStatsTool(Tool): name = "hub_stats" description = "Fetches the most downloaded model from a specific author on the Hugging Face Hub." inputs = { "author": { "type": "string", "description": "The username of the model author/organization to find models from." } } output_type = "string" def forward(self, author: str): try: # List models from the specified author, sorted by downloads 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)}" class CountryLanguageTool(Tool): name = "country_language" description = "Returns the main language(s) spoken in a given country (offline database)." inputs = { "country": { "type": "string", "description": "The name of the country (e.g., France, Japan, Brazil)." } } output_type = "string" def forward(self, country: str): try: country_languages = { "united states": "English", "usa": "English", "canada": "English, French", "france": "French", "germany": "German", "spain": "Spanish", "mexico": "Spanish", "brazil": "Portuguese", "japan": "Japanese", "china": "Mandarin Chinese", "india": "Hindi, English", "russia": "Russian", "italy": "Italian", "south korea": "Korean", "korea": "Korean", "united kingdom": "English", "uk": "English", "australia": "English", "nigeria": "English", "egypt": "Arabic", "saudi arabia": "Arabic", "argentina": "Spanish", "switzerland": "German, French, Italian, Romansh", "south africa": "Zulu, Xhosa, Afrikaans, English", } key = country.lower().strip() if key in country_languages: return ( f"The main language(s) spoken in {country} " f"is: {country_languages[key]}." ) return f"Sorry, I don't have language data for {country}." except Exception as e: return f"Error retrieving language info: {str(e)}" # class CountryLanguageTool(Tool): # name = "country_language" # description = "Gives the language(s) spoken in a requested country." # inputs = { # "country":{ # "type": "string", # "description": "The country to get the language from." # } # } # output_type = "string" # def forward(self, country: str): # try: # url = f"https://restcountries.com/v3.1/name/{country}" # response = requests.get(url, timeout=10) # response.raise_for_status() # data = response.json() # if not data: # return f"No data found for {country}." # country_data = data[0] # languages = country_data.get("languages", {}) # if not languages: # return f"No language information available for {country}." # language_list = ", ".join(languages.values()) # return ( # f"The main language(s) spoken in {country} " # f"is: {language_list}." # ) # except requests.exceptions.HTTPError: # return f"Country '{country}' not found." # except requests.exceptions.RequestException as e: # return f"Network error while fetching data: {str(e)}" # except Exception as e: # return f"Unexpected error: {str(e)}"