Telegram AI Assistant & Summarizer
Send a URL to the bot to get an instant 10-12 bullet point summary of any article via Telegram.
What it does
Send a URL via Telegram to instantly receive a 10-12 bullet point summary of any article. The bot fetches the content and uses OpenAI to generate clear, concise results directly in your chat.
Step by step
- Set up a Telegram Bot via BotFather to obtain the authentication token and webhook URL.
- Configure an HTTP endpoint that accepts POST requests from Telegram's webhook service.
- Use a standard HTML parsing library like BeautifulSoup or Cheerio to strip tags from fetched content.
- Format the final output as a Markdown string before sending it back via the Telegram Bot API.
Where the LLM does the work
- Craft the system prompt for OpenAI to ensure summaries are concise, accurate, and formatted as bullet points.
- Design error-handling logic that uses an LLM to generate user-friendly messages when content extraction fails.
- Refine the image generation prompt to specify style constraints if using DALL-E or similar tools for visual summaries.
Watch out for
Telegram has a strict message length limit of 4096 characters so you must truncate long summaries before sending them.
Sensitive user data might leak if you log full URLs or content so ensure your server logs only anonymized command metadata.
Tools that fit
The agent brief
Everything your agent needs, including the gotchas. Copy it and go.
You are helping me build the following AI agent workflow. ## Goal Telegram AI Assistant & Summarizer: Send a URL to the bot to get an instant 10-12 bullet point summary of any article via Telegram. ## Specification - What it does: Send a URL via Telegram to instantly receive a 10-12 bullet point summary of any article. The bot fetches the content and uses OpenAI to generate clear, concise results directly in your chat. - Trigger: Run manually (Manual · on command) - Autonomy: Fully hands-off - Expected setup effort: under an hour - Tools/services involved: - Telegram: User interface and command input - OpenAI: Content summarization and image generation - HTTP Request: Fetching article content from URLs - HTML: Parsing web page structure ## Known pitfalls, handle each one explicitly in your implementation 1. Telegram has a strict message length limit of 4096 characters so you must truncate long summaries before sending them. 2. Sensitive user data might leak if you log full URLs or content so ensure your server logs only anonymized command metadata. ## Reference implementation https://n8n.io/workflows/4457 (workflow template) Fetch and inspect this before building. If it matches my stack, adapt it; if not, rebuild the pattern with my tools. ## Process requirements 1. Before building: ask me which of the listed tools I actually use and what my platform is (n8n / Make / code / other). Do not assume. 2. Adapt the pattern to my answers; do not force the reference stack. 3. Address every pitfall above; tell me how you handled each. 4. Provide a test plan I can run before letting this touch real data. 5. Ask before any step that sends messages, modifies data, or spends money. Source: https://usecasesforagents.com/use-case/telegram-ai-assistant-summarizer/ via usecasesforagents.com
Frequently asked questions
Can I use a different Messaging than Telegram?
Yes. Telegram is only the example messaging in this recipe. The same flow works with ClickSend API, Discord, Google Chat and LINE Messaging API. Swap the messaging connection and keep the rest of the setup as written.
Want this running in your business?
This is what I do. I design and build AI agents like this one, and keep them running. If you want it set up for your team instead of doing it yourself, get in touch.
Who it's for
Built for marketers who'd rather brief an agent than start from a blank doc.
Developers can adapt this to their own repo or ticket queue with the same trigger and tools.