Kunuz Bot

Context

An information agency wanted to move away from classic channel broadcasting to its own Telegram mini app — multilingual, with video, and without an editorial team entering every item by hand.

Task

Building the mini app with React and Node.js and the automation in n8n: parsing news from the source, classifying and rewriting it for the mini-app format via LLM steps, plus AI-assisted personalisation of delivery.

Result

Content travels from source to app automatically — the agency supplies the news, the pipeline handles preparation and delivery. The mini app is the platform's delivery channel.

Technologies