Save & Summarize Articles from Telegram to Notion using GPT-4o

Who it's for

This workflow is for anyone who wants to build an automated, AI-enhanced reading list. Ideal for:

• Knowledge workers and researchers who collect and organize articles
• Students managing study materials
• Productivity hackers who use Telegram and Notion for personal knowledge management
• Anyone using the AI-Enhanced Knowledge Base Tracker Notion Template

How it works

This workflow takes any article link sent to your Telegram bot and automatically:

• Parses the article into a clean title and body
• Uses OpenAI to generate a 1–2 sentence highlight and topic tag
• Saves it into your Notion database
• Sends a confirmation message with the highlight and Notion link back to Telegram

Main steps:

1. Telegram Trigger - Listens for incoming message containing an article link.
2. Fetch Article Title & Content - Calls the article-parser-api deployed on Vercel to fetch and parse the article content into structured JSON (title and content).
3. Generate Highlight + Tag (AI Agent) - Processes the parsed content to generate Highlight and Type tag values.
4. Structured Metadata for Notion - Adjusts the extracted data before saving it to Notion.
5. Save Article to Notion Database - Inserts the article and generated metadata into your Notion knowledge base.
6. Confirm Save via Telegram - Sends a confirmation message and the Notion page link back to the Telegram bot chat after the entry is created.

Setup

1. Create and connect your API credentials:
   • Telegram Bot
   • OpenAI API Key
   • Notion Integration
2. Deploy the article parser:
   • Use this repo: article-parser-api
   • Deploy it to Vercel or any serverless environment
3. Link your Notion database:
   • Duplicate the AI‑Enhanced Knowledge Base Tracker
   • Copy the database URL and connect it in the Notion node
4. Test your workflow:
   • Click Execute workflow
   • Send an article link to your Telegram bot
5. Once verified, activate the workflow so it runs automatically

Requirements

• Telegram bot token
• OpenAI API key
• Notion integration and shared database
• A deployed article parser (e.g., article-parser-api)

Optional customization

• Edit the AI Agent prompt to change tone or tagging style
• Add filtering or additional fields in the Edit Fields node
• Trigger from other sources (e.g., Slack or Email)