Case study
AI-powered tutoring Telegram bot on YandexGPT
The bot helps students solve tasks: the AI is tuned to avoid full answers and instead guide step by step with hints and logic explanations.
Industry: EdTech / education
Stack
Telegram Bot API
YandexGPT
PHP
Prompt engineering
Pains we solved
- Students copied finished solutions from generic AI chats.
- Teachers lacked scalable help between lessons.
- A 24/7 channel was needed without losing pedagogy.
- Hard to control the model’s answering style.
What we built
- Integrated a Telegram bot with YandexGPT.
- Designed prompts: hint → guiding question → logic breakdown.
- Constrained paths where the model might dump a full answer.
- Shaped chat UX around learning tasks.
- Validated behaviour on typical subject problems.
Client results
- Students practice independent thinking instead of copying.
- Deeper understanding via step-by-step explanations.
- Always-on help inside a familiar messenger.
- Controlled AI style aligned with teaching goals.
FAQ
Can YandexGPT be replaced with another model?
Yes. The LLM provider changes; the guided-hint pedagogy stays.
Is it limited to one subject?
It is tuned per subject and level. Multiple modes can live in one bot.
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