Extract & Process Q&A from URLs with Airtop, OpenRouter AI & Safety Guardrails
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Daniel Nkencho
Description
Transform your Telegram bot into a secure content analyzer: send any URL, and get safe, structured Q&A extractions with AI-powered safety checks and web search capabilities.
📋 What This Template Does
This workflow activates when a user sends a valid URL to your Telegram bot. It extracts questions and answers from the webpage using Airtop, applies NSFW and PII guardrails to ensure safe content, then uses an OpenRouter AI agent (with optional Tavily search) to generate and send a concise response. If guardrails fail, it alerts the user instead.
Filters for valid URLs only to prevent unnecessary processing
Extracts structured Q&A from documents or forms
Enforces safety checks for harmful or private content
Supports web searches for enhanced responses when needed
🔧 Prerequisites
A Telegram bot created via @BotFather
Accounts with Airtop, OpenRouter, and Tavily
🔑 Required Credentials
Telegram API Setup
Open Telegram → Search @BotFather → Use /newbot command
Follow prompts to create bot and obtain API token
Add to n8n as Telegram API credential type
Airtop API Setup
Visit https://airtop.ai → Sign up or log in → Navigate to Dashboard → API Keys
Generate a new API key with extraction permissions
Add to n8n as Airtop API credential type
OpenRouter API Setup
Go to https://openrouter.ai → Sign up or log in → Navigate to API Keys section
Generate and copy your API key (free tier sufficient for basic use)
Add to n8n as OpenRouter API credential type
Tavily API Setup
Visit https://app.tavily.com → Sign up or log in → Go to API Keys
Generate and copy your API key
Add to n8n as Tavily API credential type
⚙️ Configuration Steps
Import the workflow JSON into n8n
Assign your Telegram, Airtop, OpenRouter, and Tavily credentials to the respective nodes
Activate the workflow to register the Telegram trigger
Test by sending a plain URL (no extra text) to your bot in Telegram
Monitor the first execution and adjust guardrail thresholds if needed
🎯 Use Cases
Researchers summarizing academic papers or reports while ensuring no sensitive data leaks
Support teams extracting info from customer-submitted docs/forms with automatic safety filtering
Content creators pulling Q&A from articles for bots, blocking inappropriate responses
Educators analyzing educational resources safely for student-facing chat tools
⚠️ Troubleshooting
No response from bot: Verify the message contains only a valid URL; adjust regex in Filter Only URLs node if needed
Guardrail failures: Lower NSFW threshold (e.g., from 0.7 to 0.5) or disable PII checks in Apply Safety Guardrails node
Extraction errors: Test with public, text-heavy URLs; some JS-heavy sites may require alternative extractors
Rate limits hit: Check OpenRouter/Tavily dashboards for usage; upgrade to paid tiers for heavy traffic