Research pipeline for creators. Web scraping + Ollama (Mac Mini) + Supabase. Weekly digest delivery via email. On-demand queries via Telegram bot.
| Component | Technology | Why |
|---|---|---|
| Interface | Telegram Bot + Web Dashboard | Query submission + weekly digest. Telegram for quick queries, web for full reports. |
| Research Scraping | Deno + Playwright (Mac Mini) | YouTube trends, Google Trends, Twitter, Reddit, news sources |
| AI Analysis | Ollama (Mac Mini) + MiniMax API | Local: trend analysis, outline drafting. Cloud: high-quality fact verification |
| Database | Supabase | Creator profiles, query history, saved outlines, trending cache |
| Weekly Digest | Resend (email) | Monday research digest with top 10 topics for the week |
| Payments | Stripe | Subscriptions |