# AI-powered Telegram bot for image upscaling and expansion with link output
This automation instantly enhances image quality and expands the background — without manual work. Photos sent to Telegram go through AI processing, and users receive a public link to the improved version. Perfect for those who regularly create visual content.
## Who it´s for
- Owners of Telegram bots for image processing
- Freelance designers using automation
- Marketers preparing content with expanded visuals
- Developers building AI-powered photo tools
## What the automation does
- Triggers when a photo is received in Telegram
- Upscales image quality using Replicate´s AI model
- Expands image edges via LightX while maintaining aspect ratio (e.g., 3:2)
- Stores intermediate and final files in AWS S3
- Sends user a public URL to the result directly in Telegram
## What´s included
- Ready-to-use n8n workflow
- Trigger logic for ´new message in Telegram´
- Integrations with Telegram, Replicate, LightX, and AWS S3
- Basic text guide for setup and customization
## Requirements for setup
- n8n account with HTTP API access
- Telegram bot with active token
- Replicate and LightX accounts with API keys
- AWS S3 bucket with configured access permissions
## Benefits and outcomes
- Fully autonomous image processing
- Saves time on manual upscaling and expansion
- Enables content scaling for YouTube, Instagram, banners
- Improved image quality powered by AI
- Automatic delivery of results via familiar channel — Telegram
## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via chat
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