AI system for automating content publication in Telegram

AI news auto-publishing system for Telegram channel

Task
Automatically gather news, process it, format posts, and publish in the channel, leaving final confirmation to the administrator.

Solution
Hybrid system on Python and Make
Collects fresh news from specified sources
Excludes duplicates
Transforms text into a ready Telegram post via AI
Selects and enhances images, adds logo and branding
Sends preview to the administrator and waits for confirmation before publishing

Example of system operation
AI processed news from World of Tanks: HEAT
Added branding to the image
Sent preview to the administrator with confirmation buttons
After confirmation, the post is published in Telegram

Architecture
Python (parsing) → Webhook → Make → AI processing → Telegram Bot API → moderation via inline buttons

Result
Complete automation of the publishing process
Minimal manual work — the administrator only confirms
The system is easily scalable to other topics: games, media, e-commerce, etc.

Technologies used
Python, Make, OpenAI API, Telegram Bot API, Google Sheets