app.py

from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import xml.etree.ElementTree as ET
import pytz
import yaml
from tools.final_answer import FinalAnswerTool
from bs4 import BeautifulSoup
from typing import List, Dict
import urllib.request



from Gradio_UI import GradioUI

# Below is an example of a tool that does nothing. Amaze us with your creativity !

search_tool = DuckDuckGoSearchTool()

system_message="""You have access to a variety of tools that you can use to fetch news sources. Your goal is to provide a summary of all news in a maximum of five sentences."""


@tool
def get_latest_news() -> Dict[str, List[Dict]]:
    """
    Tool returns latest news from major news outlets using reliable RSS feeds.
    Returns:
        A summary of all titles compiled in a single concise text of maximum five sentences.Please do not provide the titles, just a five sentence summary of your making encompassing all titles.
       # Dict[str, List[Dict]]: A dictionary where keys are news sources and values are lists of news items.
    """
    rss_feeds = {
        "NPR": {
            "News": "https://feeds.npr.org/1001/rss.xml",
            "World": "https://feeds.npr.org/1004/rss.xml",
            "Politics": "https://feeds.npr.org/1014/rss.xml",
            "Business": "https://feeds.npr.org/1006/rss.xml"
        },
        "BBC": {
            "Top Stories": "http://feeds.bbci.co.uk/news/rss.xml",
            "World": "http://feeds.bbci.co.uk/news/world/rss.xml",
            "Politics": "http://feeds.bbci.co.uk/news/politics/rss.xml",
            "Business": "http://feeds.bbci.co.uk/news/business/rss.xml"
        }
    }

    news_items = {}
    
    for source, feeds in rss_feeds.items():
        news_items[source] = []
        print(f"\nTrying source: {source}")
        
        for feed_name, feed_url in feeds.items():
            try:
                headers = {
                    'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36',
                    'Accept': 'application/rss+xml,application/xml;q=0.9,*/*;q=0.8'
                }
                
                print(f"  Fetching {feed_name}...", end=" ")
                
                req = urllib.request.Request(feed_url, headers=headers)
                response = urllib.request.urlopen(req, timeout=10)
                xml_data = response.read().decode('utf-8')
                
                root = ET.fromstring(xml_data)
                
                # Try different possible XML paths for items
                items = root.findall('.//item')
                if not items:
                    items = root.findall('./channel/item')
                
                successful_items = 0
                for item in items[:5]:
                    title = item.find('title')
                    link = item.find('link')
                    pub_date = item.find('pubDate')
                    description = item.find('description')
                    
                    # Only add items that have at least a title
                    if title is not None and title.text:
                        news_item = {
                            'category': feed_name,
                            'title': title.text.strip(),
                            'link': link.text.strip() if link is not None and link.text else '',
                            'published': pub_date.text if pub_date is not None else '',
                            'summary': description.text[:200] + '...' if description is not None and description.text else ''
                        }
                        news_items[source].append(news_item)
                        successful_items += 1
                
                print(f"Success! Found {successful_items} articles")
                    
            except Exception as e:
                print(f"Failed: {str(e)}")
                news_items[source].append({
                    'category': feed_name,
                    'title': f"Error fetching {feed_name} feed: {str(e)}",
                    'link': '',
                    'published': '',
                    'summary': ''
                })
    
    return news_items



final_answer = FinalAnswerTool()

# 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 = HfApiModel(
max_tokens=2096,
temperature=0.5,
#model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud',
custom_role_conversions=None,
)



with open("prompts.yaml", 'r') as stream:
    prompt_templates = yaml.safe_load(stream)
    
agent = CodeAgent(
    model=model,
    tools=[final_answer, search_tool, get_latest_news], ## add your tools here (don't remove final answer)
    max_steps=6,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    name=None,
    description=None,
    prompt_templates=prompt_templates
)


GradioUI(agent).launch()