Telegram bots with LLMs

A multimodal AI assistant, a team goal tracker and a medication reminder bot.

Area
Automation & integrations
Year
2022–2025
Role
Development and launch
3 bots for different jobs
4 message types: text, voice, photo, stickers

01Problem

Clients arrived with different jobs: one wanted a lively companion in chat, another team goal tracking, a third medication reminders on a complicated schedule.

02What was done

  1. 01The AI assistant takes text, voice notes, photos and stickers, and can answer by voice.
  2. 02The team bot keeps goals and tasks, with hints from an LLM.
  3. 03The medication bot handles flexible schedules and the statistics that come with them.

03Outcome

  • Each bot does its own job and runs without supervision.

04Stack

  • Python
  • Telegram Bot API
  • LLM
  • Docker

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