Provider pool + summary cache/cap

Friendly 503 on LLM provider failure

Study features + Academy theme + threads + invite links + auto-ingest

Rebrand: 5G StudyHub

New frontend + uploads + admin + token downloads

Bearer-token auth (HF iframe cookie fix) + graph build sync

StudyHub web — custom Docker frontend (FastAPI + SPA)