🏢 Business / Industry: Content creation / Social media management
🎯 Main Goal: Automate content generation, image formatting, and publishing to Telegram through a single AI-powered conversational interface.
Content creators and social media managers spend significant time crafting posts, selecting image formats for different platforms, and manually approving each piece before publishing. This slows down content pipelines and increases the risk of human error or inconsistency across channels.
Creating and publishing content to a Telegram channel required manual effort at every step — writing copy, generating visuals, choosing the right format per platform, and coordinating approval before posting. Without automation, the process was slow, repetitive, and hard to scale.
An AI-powered Telegram bot was built to handle the full content generation and publishing pipeline — from understanding the user’s request to generating an image in the correct format, collecting approval, and automatically posting to a Telegram channel — all through a single conversational interface.
prepare_data step normalizes the input, and a prompt node formats it for downstream processing.sendChatAction message signals to the user that the bot is processing, improving perceived responsiveness.insta, fb, or neither, the appropriate image generation node is triggered with the correct aspect ratio and format. Results are merged and passed forward.