RAI Create

RAI Create is an internal Telegram-first research tool for finding trending product opportunities and turning fresh public signals into ideas for applications, services, microservices, and Telegram bots.

Case
The project addresses the task of rapid product research: instead of manually monitoring Reddit, Hacker News, Google Trends, Product Hunt/RSS, and search demand through Google Ads Keyword Planner, the bot collects signals, deduplicates them, ranks them, and runs them through an AI council consisting of 4 roles:

Trend Scout — searches for trending signals;
Demand Analyst — assesses demand;
Product Architect — formulates the MVP;
Skeptic — checks risks and weaknesses of the idea.
As a result, the user receives short Russian-language briefs: idea, why now, target audience, MVP, monetization, complexity, confidence, skeptic's argument, and next step.

The main interface is a Telegram bot with commands /today, /light, /search, /light_search, /idea, /skeptic, /history, /topics. There is also a CLI mode rai-create-digest for running the digest without Telegram.

Full stack

Backend / Runtime:

Python >=3.11
Async architecture on asyncio
Packaging via setuptools
CLI entrypoints via pyproject.toml
Telegram:

python-telegram-bot >=21.10,=1.107,=30,=0.28,=0.20,=2.10,=1.0,=8.3,=0.25,