app.py

from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import pytz
import yaml
import json
from tools.final_answer import FinalAnswerTool
from tools.visit_webpage import VisitWebpageTool
from tools.web_search import DuckDuckGoSearchTool as WebSearchTool

from Gradio_UI import GradioUI

@tool
def get_wikipedia_summary(topic: str) -> str:
    """Fetches a short summary from Wikipedia for a given topic.
    Args:
        topic: The topic to search for on Wikipedia (e.g., 'Python programming language').
    """
    try:
        url = "https://en.wikipedia.org/api/rest_v1/page/summary/" + topic.replace(" ", "_")
        response = requests.get(url, timeout=15)
        if response.status_code == 200:
            data = response.json()
            title = data.get("title", topic)
            extract = data.get("extract", "No summary available.")
            page_url = data.get("content_urls", {}).get("desktop", {}).get("page", "")
            return f"**{title}**\n\n{extract}\n\nRead more: {page_url}"
        elif response.status_code == 404:
            return f"No Wikipedia article found for '{topic}'. Try a different search term."
        else:
            return f"Error fetching Wikipedia summary (HTTP {response.status_code})."
    except Exception as e:
        return f"Error fetching Wikipedia summary for '{topic}': {str(e)}"

@tool
def get_random_fun_fact() -> str:
    """Fetches a random fun/useless fact from the uselessfacts API. No arguments needed.
    """
    try:
        response = requests.get("https://uselessfacts.jsph.pl/api/v2/facts/random", timeout=10)
        if response.status_code == 200:
            data = response.json()
            return f"🎲 Fun fact: {data.get('text', 'No fact available.')}"
        return "Could not fetch a fun fact right now. Try again later."
    except Exception as e:
        return f"Error fetching fun fact: {str(e)}"

@tool
def convert_units(value: float, from_unit: str, to_unit: str) -> str:
    """Converts a numeric value between common units of measurement.
    Supports length (km, miles, m, ft, in, cm), weight (kg, lbs, g, oz),
    and temperature (celsius, fahrenheit, kelvin).
    Args:
        value: The numeric value to convert.
        from_unit: The unit to convert from (e.g., 'km', 'lbs', 'celsius').
        to_unit: The unit to convert to (e.g., 'miles', 'kg', 'fahrenheit').
    """
    conversions_to_base = {
        # Length → meters
        "km": ("length", lambda v: v * 1000),
        "m": ("length", lambda v: v),
        "cm": ("length", lambda v: v / 100),
        "miles": ("length", lambda v: v * 1609.344),
        "ft": ("length", lambda v: v * 0.3048),
        "in": ("length", lambda v: v * 0.0254),
        # Weight → grams
        "kg": ("weight", lambda v: v * 1000),
        "g": ("weight", lambda v: v),
        "lbs": ("weight", lambda v: v * 453.592),
        "oz": ("weight", lambda v: v * 28.3495),
        # Temperature → celsius
        "celsius": ("temp", lambda v: v),
        "fahrenheit": ("temp", lambda v: (v - 32) * 5 / 9),
        "kelvin": ("temp", lambda v: v - 273.15),
    }
    conversions_from_base = {
        "km": lambda v: v / 1000, "m": lambda v: v, "cm": lambda v: v * 100,
        "miles": lambda v: v / 1609.344, "ft": lambda v: v / 0.3048, "in": lambda v: v / 0.0254,
        "kg": lambda v: v / 1000, "g": lambda v: v, "lbs": lambda v: v / 453.592, "oz": lambda v: v / 28.3495,
        "celsius": lambda v: v, "fahrenheit": lambda v: v * 9 / 5 + 32, "kelvin": lambda v: v + 273.15,
    }
    fu = from_unit.lower().strip()
    tu = to_unit.lower().strip()
    if fu not in conversions_to_base or tu not in conversions_from_base:
        return f"Unsupported unit(s): '{from_unit}' or '{to_unit}'. Supported: {list(conversions_to_base.keys())}"
    cat_from, to_base = conversions_to_base[fu]
    cat_to, _ = conversions_to_base[tu]
    if cat_from != cat_to:
        return f"Cannot convert between '{from_unit}' ({cat_from}) and '{to_unit}' ({cat_to}). Units must be in the same category."
    base_value = to_base(value)
    result = conversions_from_base[tu](base_value)
    return f"{value} {from_unit} = {result:.4f} {to_unit}"

@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()
web_search = WebSearchTool()
visit_webpage = VisitWebpageTool()

# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 

model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
custom_role_conversions=None,
)


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

with open("prompts.yaml", 'r') as stream:
    prompt_templates = yaml.safe_load(stream)
    
agent = CodeAgent(
    model=model,
    tools=[
        final_answer,
        web_search,
        visit_webpage,
        get_current_time_in_timezone,
        get_wikipedia_summary,
        get_random_fun_fact,
        convert_units,
        image_generation_tool,
    ],
    max_steps=6,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    name=None,
    description=None,
    prompt_templates=prompt_templates
)


GradioUI(agent).launch()