PHASE2-S2: Celery + Redis async workers & rate limiting
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Description
Setup async job queue & caching layer for scaling
- Install & configure Celery + Redis
- Batch embedding jobs (100s at once)
- Async ingestion pipeline (don't block API)
- Nightly clustering/topic refresh jobs
- Per-user rate limiting (10 req/min free tier)
- API key validation + usage tracking
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