by Lazy Sloth

Emoji Financial News Bot

Test this app for free
116
Test this app for free
116 
import logging
import requests
from telegram import Update, Bot
from telegram.ext import (
    Updater,
    CommandHandler,
    MessageHandler,
    filters,
    CallbackContext,
)
from abilities import apply_llm_prompt_to_every_item
from bs4 import BeautifulSoup

logger = logging.getLogger(__name__)
logging.basicConfig(level=logging.INFO)

TELEGRAM_API_TOKEN = None
RSS_FEED_URL = "https://news.google.com/rss/search?q=when:24h+allinurl:bloomberg.com&hl=en-US&gl=US&ceid=US:en"


def fetch_financial_news_titles() -> list[str]:
    logger.info("Fetching financial news titles")
    response = requests.get(RSS_FEED_URL)
    soup = BeautifulSoup(response.content, "lxml-xml")
Get full code

Frequently Asked Questions

How can businesses benefit from using the Emoji Financial News Bot?

The Emoji Financial News Bot offers several benefits for businesses: - Quick and engaging way to consume financial news - Potential to increase user engagement on Telegram channels - Simplifies complex financial information into easily digestible emoji formats - Keeps teams updated on market trends in a fun, memorable way

By implementing this bot, businesses can make financial news more accessible and interesting to their employees or clients.

Can the Emoji Financial News Bot be customized for specific industries or news sources?

Yes, the Emoji Financial News Bot can be easily customized: - The RSS feed URL can be changed to focus on specific industries or news sources - The LLM prompt can be modified to generate different types of responses - Additional commands can be added to provide industry-specific insights

For example, a tech company could modify the bot to focus on technology news and add a command for startup funding updates.

How might marketing teams utilize the Emoji Financial News Bot in their strategies?

Marketing teams can leverage the Emoji Financial News Bot in several ways: - Use it as a unique selling point for financial services or news platforms - Create social media campaigns around daily emoji news updates - Engage followers by challenging them to decipher the emoji news - Analyze trending emojis to understand market sentiment and adjust marketing strategies accordingly

The bot's novel approach to presenting financial news can help marketing teams stand out in a crowded digital landscape.

How can I modify the Emoji Financial News Bot to use a different LLM model?

To use a different LLM model, you can modify the analyze_titles_with_llm function. Here's an example of how you might change it to use a hypothetical "GPT-4" model:

python def analyze_titles_with_llm(titles: list[str]) -> list[str]: logger.info("Analyzing titles with LLM") prompt = "Convert the following news title into emojis: " llm_results = apply_llm_prompt_to_every_item( prompt, titles, "en", 2000, "gpt-4" # Changed model name and increased token limit ) return llm_results["responses"]

Remember to ensure that your abilities.py file supports the new model and that you have the necessary API access.

How can I add error handling to the Emoji Financial News Bot for network issues?

You can add error handling to the fetch_financial_news_titles function to manage network-related issues. Here's an example:

python def fetch_financial_news_titles() -> list[str]: logger.info("Fetching financial news titles") try: response = requests.get(RSS_FEED_URL, timeout=10) response.raise_for_status() soup = BeautifulSoup(response.content, "lxml-xml") titles = [item.title.text for item in soup.find_all("item")] return titles[-20:] except requests.RequestException as e: logger.error(f"Network error occurred: {e}") return ["Error: Unable to fetch news. Please try again later."]

This modification adds a timeout to the request and handles potential network errors, ensuring the Emoji Financial News Bot remains functional even when facing connectivity issues.

Created: | Last Updated:

This app creates a Telegram bot that fetches the latest financial news from Bloomberg's RSS feed, analyzes the news titles using LLM ability, and shares it with users in the form of emoji representations. The user will be asked for their API token when they run the app.

Introduction to Emoji Financial News Bot Template

Welcome to the Emoji Financial News Bot template! This template allows you to create a Telegram bot that fetches the latest financial news from Bloomberg's RSS feed, analyzes the news titles using an LLM ability, and shares it with users in the form of emoji representations. This article will guide you through the steps to set up and use this template on the Lazy platform.

To get started, click on "Start with this Template" on the Lazy platform. This will pre-populate the code in the Lazy Builder interface, so you won't need to copy, paste, or delete any code manually.

Setting Environment Secrets

Before you can use the Emoji Financial News Bot, you need to set an environment secret for the Telegram API token. This token is necessary for your bot to authenticate and interact with the Telegram API.

  • Go to the Environment Secrets tab within the Lazy Builder.
  • Click on "Add Secret" and enter the key as TELEGRAM_API_TOKEN.
  • For the value, enter your actual Telegram bot API token that you obtained from the BotFather on Telegram.
  • Save the secret.

External Integrations

No external integrations are required for this template beyond obtaining a Telegram bot API token from the BotFather on Telegram. If you haven't already created a bot and obtained a token, please follow these steps:

  • Search for the "BotFather" on Telegram and start a conversation.
  • Use the /newbot command to create a new bot.
  • Follow the instructions provided by BotFather to set up your bot and receive your API token.

Using the Test Button

Once you have set your environment secret, you can use the Test button to begin the deployment of the app. The Lazy CLI will launch, and you will be prompted for any required user input only after using the Test button.

When you press the Test button, the app will start, and you will be asked to enter your Telegram API token through the Lazy CLI. This is the same token you saved earlier as an environment secret.

Interacting with Your Telegram Bot

After the deployment is complete, you can interact with your Telegram bot. Here's how:

  • Open Telegram and search for your bot by the username you gave it during the setup with BotFather.
  • Start a conversation with your bot by sending the /start command.
  • Your bot will welcome you and provide instructions to type /news to get the latest financial news in emojis.
  • When you send the /news command, the bot will fetch and analyze the latest financial news titles and send them back to you in emoji form.

That's it! You now have a working Telegram bot that provides financial news updates in a fun and engaging emoji format. Enjoy your new Emoji Financial News Bot, and don't hesitate to reach out for support if you encounter any issues.



Template Benefits

  1. Simplified Financial News Consumption: This template provides a unique way to quickly digest complex financial news through emoji representations, making it easier for busy professionals to stay informed at a glance.

  2. Increased Engagement: By presenting financial news in a fun, emoji-based format, this bot can potentially increase user engagement and interest in financial topics, especially among younger demographics or those who find traditional financial news intimidating.

  3. Customizable News Source: While currently set to Bloomberg, the RSS feed URL can be easily modified to pull from any preferred financial news source, allowing businesses to tailor the information to their specific needs or target audience.

  4. AI-Powered Analysis: The use of LLM (Language Model) to convert news titles into emojis demonstrates the application of AI in content summarization and interpretation, showcasing a company's innovative approach to information processing.

  5. Easy Integration with Existing Systems: As a Telegram bot, this tool can be seamlessly integrated into existing communication channels used by businesses, providing a convenient way to disseminate financial news updates to teams or clients without requiring them to adopt new platforms.

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