Extract tasks from Telegram messages to Notion using Gemini AI and Approvals

Quick Summary This workflow connects Telegram, Google Gemini AI, and Notion to make task creation effortless.

Whenever you send a message to your Telegram bot, Gemini AI reads your message, understands what task you meant, and automatically creates it in your Notion database - complete with the task name and due date.

If you approve, the task is added to Notion and you’ll get a confirmation in Telegram. If you decline, it simply replies that ❌ no task was created.

Perfect for anyone who wants to capture ideas or to-dos directly from Telegram without opening Notion every time.

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Detailed Use Cases

1. Quick task capture from Telegram - Send a message like “Buy milk 25 May” to your Telegram bot. - The AI extracts the task name and date, asks you to approve, and creates a Notion task once approved.

2. Turn reminders into Notion tasks - Message: “Pay rent next Monday” → Approve → Task added to Notion with the correct due date. - Perfect for quickly saving reminders while on the go.