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Update app.py
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app.py
CHANGED
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@@ -1,4 +1,4 @@
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from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool
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import datetime
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import requests
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import pytz
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@@ -21,245 +21,9 @@ model = HfApiModel()
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# model = TransformersModel(model_id="meta-llama/Llama-3.2-2B-Instruct")
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# For anthropic: change model_id below to 'anthropic/claude-3-5-sonnet-20240620'
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# model = LiteLLMModel(model_id="
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@tool
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def get_weather(location: str, celsius: Optional[bool] = False) -> str:
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"""
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Get the current weather at the given location using the WeatherStack API.
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Args:
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location: The location (city name).
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celsius: Whether to return the temperature in Celsius (default is False, which returns Fahrenheit).
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Returns:
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A string describing the current weather at the location.
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"""
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api_key = "your_api_key" # Replace with your API key from https://weatherstack.com/
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units = "m" if celsius else "f" # 'm' for Celsius, 'f' for Fahrenheit
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url = f"http://api.weatherstack.com/current?access_key={api_key}&query={location}&units={units}"
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try:
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response = requests.get(url)
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response.raise_for_status() # Raise an exception for HTTP errors
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data = response.json()
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if data.get("error"): # Check if there's an error in the response
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return f"Error: {data['error'].get('info', 'Unable to fetch weather data.')}"
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weather = data["current"]["weather_descriptions"][0]
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temp = data["current"]["temperature"]
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temp_unit = "°C" if celsius else "°F"
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return f"The current weather in {location} is {weather} with a temperature of {temp} {temp_unit}."
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except requests.exceptions.RequestException as e:
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return f"Error fetching weather data: {str(e)}"
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@tool
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def convert_currency(amount: float, from_currency: str, to_currency: str) -> str:
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"""
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Converts a specified amount from one currency to another using the ExchangeRate-API.
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Args:
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amount: The amount of money to convert.
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from_currency: The currency code of the currency to convert from (e.g., 'USD').
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to_currency: The currency code of the currency to convert to (e.g., 'EUR').
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Returns:
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str: A string describing the converted amount in the target currency, or an error message if the conversion fails.
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Raises:
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requests.exceptions.RequestException: If there is an issue with the HTTP request to the ExchangeRate-API.
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"""
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api_key = "your_api_key" # Replace with your actual API key from https://www.exchangerate-api.com/
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url = f"https://v6.exchangerate-api.com/v6/{api_key}/latest/{from_currency}"
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try:
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response = requests.get(url)
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response.raise_for_status()
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data = response.json()
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exchange_rate = data["conversion_rates"].get(to_currency)
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if not exchange_rate:
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return f"Error: Unable to find exchange rate for {from_currency} to {to_currency}."
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converted_amount = amount * exchange_rate
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return f"{amount} {from_currency} is equal to {converted_amount} {to_currency}."
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except requests.exceptions.RequestException as e:
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return f"Error fetching conversion data: {str(e)}"
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@tool
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def get_news_headlines() -> str:
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"""
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Fetches the top news headlines from the News API for the United States.
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This function makes a GET request to the News API to retrieve the top news headlines
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for the United States. It returns the titles and sources of the top 5 articles as a
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formatted string. If no articles are available, it returns a message indicating that
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no news is available. In case of a request error, it returns an error message.
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Returns:
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str: A string containing the top 5 news headlines and their sources, or an error message.
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"""
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api_key = "your_api_key" # Replace with your actual API key from https://newsapi.org/
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url = f"https://newsapi.org/v2/top-headlines?country=us&apiKey={api_key}"
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try:
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response = requests.get(url)
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response.raise_for_status()
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data = response.json()
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articles = data["articles"]
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if not articles:
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return "No news available at the moment."
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headlines = [f"{article['title']} - {article['source']['name']}" for article in articles[:5]]
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return "\n".join(headlines)
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except requests.exceptions.RequestException as e:
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return f"Error fetching news data: {str(e)}"
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@tool
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def get_joke() -> str:
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"""
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Fetches a random joke from the JokeAPI.
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This function sends a GET request to the JokeAPI to retrieve a random joke.
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It handles both single jokes and two-part jokes (setup and delivery).
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If the request fails or the response does not contain a joke, an error message is returned.
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Returns:
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str: The joke as a string, or an error message if the joke could not be fetched.
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"""
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url = "https://v2.jokeapi.dev/joke/Any?type=single"
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try:
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response = requests.get(url)
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response.raise_for_status()
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data = response.json()
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if "joke" in data:
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return data["joke"]
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elif "setup" in data and "delivery" in data:
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return f"{data['setup']} - {data['delivery']}"
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else:
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return "Error: Unable to fetch joke."
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except requests.exceptions.RequestException as e:
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return f"Error fetching joke: {str(e)}"
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@tool
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def get_time_in_timezone(location: str) -> str:
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"""
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Fetches the current time for a given location using the World Time API.
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Args:
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location: The location for which to fetch the current time, formatted as 'Region/City'.
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Returns:
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str: A string indicating the current time in the specified location, or an error message if the request fails.
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Raises:
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requests.exceptions.RequestException: If there is an issue with the HTTP request.
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"""
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url = f"http://worldtimeapi.org/api/timezone/{location}.json"
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try:
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response = requests.get(url)
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response.raise_for_status()
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data = response.json()
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current_time = data["datetime"]
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return f"The current time in {location} is {current_time}."
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except requests.exceptions.RequestException as e:
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return f"Error fetching time data: {str(e)}"
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@tool
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def get_random_fact() -> str:
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"""
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Fetches a random fact from the "uselessfacts.jsph.pl" API.
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Returns:
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str: A string containing the random fact or an error message if the request fails.
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"""
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url = "https://uselessfacts.jsph.pl/random.json?language=en"
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try:
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response = requests.get(url)
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response.raise_for_status()
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data = response.json()
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return f"Random Fact: {data['text']}"
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except requests.exceptions.RequestException as e:
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return f"Error fetching random fact: {str(e)}"
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@tool
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def search_wikipedia(query: str) -> str:
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"""
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Fetches a summary of a Wikipedia page for a given query.
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Args:
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query: The search term to look up on Wikipedia.
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Returns:
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str: A summary of the Wikipedia page if successful, or an error message if the request fails.
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Raises:
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requests.exceptions.RequestException: If there is an issue with the HTTP request.
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"""
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url = f"https://en.wikipedia.org/api/rest_v1/page/summary/{query}"
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try:
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response = requests.get(url)
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response.raise_for_status()
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data = response.json()
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title = data["title"]
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extract = data["extract"]
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return f"Summary for {title}: {extract}"
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except requests.exceptions.RequestException as e:
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return f"Error fetching Wikipedia data: {str(e)}"
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# Below is an example of a tool that does nothing. Amaze us with your creativity !
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@tool
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def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
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#Keep this format for the description / args / args description but feel free to modify the tool
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"""A tool that does nothing yet
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Args:
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arg1: the first argument
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arg2: the second argument
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"""
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return "What magic will you build ?"
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@tool
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def get_current_time_in_timezone(timezone: str) -> str:
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"""A tool that fetches the current local time in a specified timezone.
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Args:
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timezone: A string representing a valid timezone (e.g., 'America/New_York').
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"""
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try:
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# Create timezone object
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tz = pytz.timezone(timezone)
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# Get current time in that timezone
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local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
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return f"The current local time in {timezone} is: {local_time}"
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except Exception as e:
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return f"Error fetching time for timezone '{timezone}': {str(e)}"
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final_answer = FinalAnswerTool()
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# If the agent does not answer, the model is overloaded, please use another model or the original Hugging Face Endpoint for contains qwen2.5 coder:
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# 'Qwen/Qwen2.5-Coder-32B-Instruct'
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model = HfApiModel(
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@@ -269,7 +33,8 @@ model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud', #
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custom_role_conversions=None,
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)
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#
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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search_tool = DuckDuckGoSearchTool()
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@@ -288,6 +53,7 @@ agent = CodeAgent(
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get_joke,
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get_random_fact,
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search_wikipedia,
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],
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max_steps=10,
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verbosity_level=4,
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)
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GradioUI(agent).launch()
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from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool
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import datetime
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import requests
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import pytz
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# model = TransformersModel(model_id="meta-llama/Llama-3.2-2B-Instruct")
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# For anthropic: change model_id below to 'anthropic/claude-3-5-sonnet-20240620'
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# model = LiteLLMModel(model_id="gt-4o")
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# If the agent does not answer, the model is overloaded, please use another model or the original Hugging Face Endpoint for contains qwen2.5 coder:
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# 'Qwen/Qwen2.5-Coder-32B-Instruct'
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model = HfApiModel(
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custom_role_conversions=None,
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)
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| 35 |
|
| 36 |
+
# Init tools
|
| 37 |
+
final_answer = FinalAnswerTool()
|
| 38 |
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
|
| 39 |
search_tool = DuckDuckGoSearchTool()
|
| 40 |
|
|
|
|
| 53 |
get_joke,
|
| 54 |
get_random_fact,
|
| 55 |
search_wikipedia,
|
| 56 |
+
get_current_time_in_timezone
|
| 57 |
],
|
| 58 |
max_steps=10,
|
| 59 |
verbosity_level=4,
|
|
|
|
| 65 |
)
|
| 66 |
|
| 67 |
|
| 68 |
+
GradioUI(agent).launch(share=True)
|