LimonGroupTelegram Engine

Choose which bot workflow serves your Telegram users

Engine: Standard
Toggle between direct LLM chat interface or automated scenario generation pipelines.

Standard AI Chat Bot

Direct text chat with Gemini/Gemma models. Uses the long-term memory configuration, context notes, translation support, and access gatekeeping rules from hiddenmemory.

Video Idea Pipeline Bot

Users send a topic/idea to the bot, which automatically runs the full 4-stage pipeline (YouTube Search, Filter, Subtitle Fetching, and Reels Rewriting). Output is sent as separate scenarios with inline Humanize buttons.

Pipeline Bot Output Format on Telegram:

When active, user inputs (e.g. "North Face") yield multiple scenario messages in Uzbek matching memory.md's style. Each message is structured as follows:

  • 🎥 Scenario Title (e.g. Panasonic Battery Ad)
  • Hook (Qarmoq): Surprising opening sentence
  • Story Body (Tana): Exactly 4-5 sentences explaining the case study
  • Call to Action (CTA): Obuna bo'ling prompt
  • Source video: Clickable URL link

A "✨ Humanize text" inline button is attached underneath each scenario. Clicking it edits the Telegram message directly with a natural, conversational Uzbek copywriting rewrite.