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The core storage layer relies on PostgreSQL with the pgvector extension for high-performance HNSW indexing on 1536-dimensional embeddings. Bitemporal validity tracks real-world time ( valid_at ) separately from system record time ( system_at ), ensuring strict point-in-time state reconstruction.