Abstract Semantic search—the ability to search by meaning rather than just keywords—is rapidly becoming a standard requirement for modern applications. This chapter guides you through building a “Hybrid Search” system in Laravel using OpenAI Embeddings and PostgreSQL’s pgvector extension. We cover the entire pipeline: database migrations for vector columns, generating embeddings on model save, and […]