Semantic Search

Embedding-based search via OpenAI text-embedding-3-small + pgvector or Pinecone. Hybrid retrieval combining BM25 lexical match with semantic similarity for the right balance of recall + precision. Re-ranking via a cross-encoder for the top-K candidates.