Templates / Extract & approve tasks from Telegram to Notion with Gemini AI & voice support

Extract & approve tasks from Telegram to Notion with Gemini AI & voice support

Ready for 3.0

by Abhiman Sundararajan ✓ · 625 views · created 2025-10-09 · Project Management, AI Chatbot

Ready for 3.0. This template uses no nodes that n8n 3.0 removes. No removed nodes, versions or helpers found. Static check, last run 2026-10-19.

What this workflow does

This AI workflow has 15 nodes and runs on Telegram events (message). Along the way it connects Google Gemini Chat Model, Telegram, Google Gemini and Notion.

How it runs

Trigger: On Telegram events (message).

  1. Switch: routes items into 2 branches
  2. Set: Prepare Text (Edit Fields (Set)): sets 1 field: text
  3. Telegram: work with file
  4. AI Extractor: TaskName & TaskDue (Information Extractor): extracts structured fields from text with AI, with model: Google Gemini Chat Model
  5. Gemini: Transcribe Voice (Google Gemini): work with audio
  6. If: checks a condition and branches into true / false
  7. Set: Put Transcript into Text (Edit Fields (Set)): sets 1 field: text
  8. Telegram: send and wait for a reply
  9. Telegram: uses Telegram
  10. Approval Check (If Approved?) (If): checks a condition and branches into true / false

…plus 3 more steps. See the full node list below.

Services it uses

Google Gemini Chat ModelTelegramGoogle GeminiNotion

Before you upgrade to n8n 3.0

Nothing in this workflow is removed in n8n 3.0, so it should import and run after the upgrade.

Nodes used (9)

From the author

This workflow automatically converts Telegram text or voice messages into Notion tasks by using AI to extract the task name and due date, allowing users to approve or decline tasks directly in Telegram before they are created. It is designed for students…

Excerpt from Abhiman Sundararajan's description on n8n.io.

View the original on n8n.io → Check your own copy

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