AI & Machine Learning· 8 min readBuilding a RAG Pipeline From Scratch: Hybrid Search with pgvector and SupabaseHow I built a hybrid search RAG pipeline combining pgvector semantic search and Postgres full-text search, fused with Reciprocal Rank Fusion, to power the AI assistant on this site.Jul 7, 2026