Description
End-to-end fact-checking from social video: yt-dlp acquisition (including cookies/proxies), OpenAI Whisper transcription (local or API), Celery/Redis workers, multi-LLM analysis (Perplexity, Claude, GPT-4 and a meta model), React 18/Vite/TypeScript UI, and Telegram delivery. React admin for keys, prompts, models, proxies and cookies.
Role
Full-stack development, architecture, production deployment
Stack
FastAPI (Python)CeleryRedisMySQLSQLAlchemyReact 18ViteTypeScriptTailwind CSSyt-dlpOpenAI WhisperAnthropicOpenAIPerplexityDockerNginx
Features
- Video download (Instagram, TikTok, YouTube, Twitter)
- Whisper transcription (local or API)
- Multi-step AI analysis with meta aggregation
- Web UI and Telegram bot
- Admin: models, prompts, keys, proxies, cookies
- Categories/tags with API-driven filters
Challenges
- Reliable downloads from cookie-gated platforms
- Reconciling multiple LLM outputs
- Production hardening: Nginx, SSL, systemd/aaPanel
Outcomes
- Runbooks for local and production deployment
- Modern UI with category/tag navigation