app.py

from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool
import datetime
import requests
import pytz
import yaml
from tools.final_answer import FinalAnswerTool

from Gradio_UI import GradioUI


from typing import Optional

import requests

# from smolagents.agents import ToolCallingAgent
from smolagents import CodeAgent, HfApiModel, tool


# Choose which LLM engine to use!
model = HfApiModel()
# model = TransformersModel(model_id="meta-llama/Llama-3.2-2B-Instruct")

# For anthropic: change model_id below to 'anthropic/claude-3-5-sonnet-20240620'
# model = LiteLLMModel(model_id="gpt-4o")


@tool
def get_weather(location: str, celsius: Optional[bool] = False) -> str:
    """
    Get the current weather at the given location using the WeatherStack API.

    Args:
        location: The location (city name).
        celsius: Whether to return the temperature in Celsius (default is False, which returns Fahrenheit).

    Returns:
        A string describing the current weather at the location.
    """
    api_key = "your_api_key"  # Replace with your API key from https://weatherstack.com/
    units = "m" if celsius else "f"  # 'm' for Celsius, 'f' for Fahrenheit

    url = f"http://api.weatherstack.com/current?access_key={api_key}&query={location}&units={units}"

    try:
        response = requests.get(url)
        response.raise_for_status()  # Raise an exception for HTTP errors

        data = response.json()

        if data.get("error"):  # Check if there's an error in the response
            return f"Error: {data['error'].get('info', 'Unable to fetch weather data.')}"

        weather = data["current"]["weather_descriptions"][0]
        temp = data["current"]["temperature"]
        temp_unit = "°C" if celsius else "°F"

        return f"The current weather in {location} is {weather} with a temperature of {temp} {temp_unit}."

    except requests.exceptions.RequestException as e:
        return f"Error fetching weather data: {str(e)}"


@tool
def convert_currency(amount: float, from_currency: str, to_currency: str) -> str:
    """
    Converts a specified amount from one currency to another using the ExchangeRate-API.

    Args:
        amount: The amount of money to convert.
        from_currency: The currency code of the currency to convert from (e.g., 'USD').
        to_currency: The currency code of the currency to convert to (e.g., 'EUR').

    Returns:
        str: A string describing the converted amount in the target currency, or an error message if the conversion fails.

    Raises:
        requests.exceptions.RequestException: If there is an issue with the HTTP request to the ExchangeRate-API.
    """
    api_key = "your_api_key"  # Replace with your actual API key from https://www.exchangerate-api.com/
    url = f"https://v6.exchangerate-api.com/v6/{api_key}/latest/{from_currency}"

    try:
        response = requests.get(url)
        response.raise_for_status()

        data = response.json()
        exchange_rate = data["conversion_rates"].get(to_currency)

        if not exchange_rate:
            return f"Error: Unable to find exchange rate for {from_currency} to {to_currency}."

        converted_amount = amount * exchange_rate
        return f"{amount} {from_currency} is equal to {converted_amount} {to_currency}."

    except requests.exceptions.RequestException as e:
        return f"Error fetching conversion data: {str(e)}"


@tool
def get_news_headlines() -> str:
    """
    Fetches the top news headlines from the News API for the United States.
    This function makes a GET request to the News API to retrieve the top news headlines
    for the United States. It returns the titles and sources of the top 5 articles as a
    formatted string. If no articles are available, it returns a message indicating that
    no news is available. In case of a request error, it returns an error message.
    Returns:
        str: A string containing the top 5 news headlines and their sources, or an error message.
    """
    api_key = "your_api_key"  # Replace with your actual API key from https://newsapi.org/
    url = f"https://newsapi.org/v2/top-headlines?country=us&apiKey={api_key}"

    try:
        response = requests.get(url)
        response.raise_for_status()

        data = response.json()
        articles = data["articles"]

        if not articles:
            return "No news available at the moment."

        headlines = [f"{article['title']} - {article['source']['name']}" for article in articles[:5]]
        return "\n".join(headlines)

    except requests.exceptions.RequestException as e:
        return f"Error fetching news data: {str(e)}"


@tool
def get_joke() -> str:
    """
    Fetches a random joke from the JokeAPI.
    This function sends a GET request to the JokeAPI to retrieve a random joke.
    It handles both single jokes and two-part jokes (setup and delivery).
    If the request fails or the response does not contain a joke, an error message is returned.
    Returns:
        str: The joke as a string, or an error message if the joke could not be fetched.
    """
    url = "https://v2.jokeapi.dev/joke/Any?type=single"

    try:
        response = requests.get(url)
        response.raise_for_status()

        data = response.json()

        if "joke" in data:
            return data["joke"]
        elif "setup" in data and "delivery" in data:
            return f"{data['setup']} - {data['delivery']}"
        else:
            return "Error: Unable to fetch joke."

    except requests.exceptions.RequestException as e:
        return f"Error fetching joke: {str(e)}"


@tool
def get_time_in_timezone(location: str) -> str:
    """
    Fetches the current time for a given location using the World Time API.
    Args:
        location: The location for which to fetch the current time, formatted as 'Region/City'.
    Returns:
        str: A string indicating the current time in the specified location, or an error message if the request fails.
    Raises:
        requests.exceptions.RequestException: If there is an issue with the HTTP request.
    """
    url = f"http://worldtimeapi.org/api/timezone/{location}.json"

    try:
        response = requests.get(url)
        response.raise_for_status()

        data = response.json()
        current_time = data["datetime"]

        return f"The current time in {location} is {current_time}."

    except requests.exceptions.RequestException as e:
        return f"Error fetching time data: {str(e)}"


@tool
def get_random_fact() -> str:
    """
    Fetches a random fact from the "uselessfacts.jsph.pl" API.
    Returns:
        str: A string containing the random fact or an error message if the request fails.
    """
    url = "https://uselessfacts.jsph.pl/random.json?language=en"

    try:
        response = requests.get(url)
        response.raise_for_status()

        data = response.json()

        return f"Random Fact: {data['text']}"

    except requests.exceptions.RequestException as e:
        return f"Error fetching random fact: {str(e)}"


@tool
def search_wikipedia(query: str) -> str:
    """
    Fetches a summary of a Wikipedia page for a given query.
    Args:
        query: The search term to look up on Wikipedia.
    Returns:
        str: A summary of the Wikipedia page if successful, or an error message if the request fails.
    Raises:
        requests.exceptions.RequestException: If there is an issue with the HTTP request.
    """
    url = f"https://en.wikipedia.org/api/rest_v1/page/summary/{query}"

    try:
        response = requests.get(url)
        response.raise_for_status()

        data = response.json()
        title = data["title"]
        extract = data["extract"]

        return f"Summary for {title}: {extract}"

    except requests.exceptions.RequestException as e:
        return f"Error fetching Wikipedia data: {str(e)}"



# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
    #Keep this format for the description / args / args description but feel free to modify the tool
    """A tool that does nothing yet 
    Args:
        arg1: the first argument
        arg2: the second argument
    """
    return "What magic will you build ?"

@tool
def get_current_time_in_timezone(timezone: str) -> str:
    """A tool that fetches the current local time in a specified timezone.
    Args:
        timezone: A string representing a valid timezone (e.g., 'America/New_York').
    """
    try:
        # Create timezone object
        tz = pytz.timezone(timezone)
        # Get current time in that timezone
        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
        return f"The current local time in {timezone} is: {local_time}"
    except Exception as e:
        return f"Error fetching time for timezone '{timezone}': {str(e)}"


final_answer = FinalAnswerTool()

# 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:
# 'Qwen/Qwen2.5-Coder-32B-Instruct'
model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud', # Endpoint with 'Qwen/Qwen2.5-Coder-32B-Instruct'
custom_role_conversions=None,
)

# Import tool from Hub
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
search_tool = DuckDuckGoSearchTool()

with open("prompts.yaml", 'r') as stream:
    prompt_templates = yaml.safe_load(stream)
    
agent = CodeAgent(
    model=model,
    tools=[
            final_answer,
            search_tool,
            image_generation_tool,
            convert_currency,
            get_weather,
            get_news_headlines,
            get_joke,
            get_random_fact,
            search_wikipedia,
          ],
    max_steps=10,
    verbosity_level=4,
    grammar=None,
    planning_interval=3,
    name=None,
    description=None,
    prompt_templates=prompt_templates
)


GradioUI(agent).launch()