Phase 3: Spark Structured Streaming -> Cassandra + Qdrant (containerized)

Phase 2: Kafka (Redpanda) broker + corpus producer

Phase 1: demo tier — FastAPI + Streamlit over a baked index, Docker-deployable

Phase 0: shared search core + reproducible corpus