21:09
2026-07-16
dev.to
artificial-intelligence
RAG in Laravel: Embeddings and pgvector for a Knowledge-Base Bot
A developer built a retrieval-augmented generation (RAG) pipeline in Laravel 11 using PostgreSQL and the pgvector extension, enabling a knowledge-base chatbot without external vector database services…